GLORIA

GEOMAR Library Ocean Research Information Access

feed icon rss

Ihre E-Mail wurde erfolgreich gesendet. Bitte prüfen Sie Ihren Maileingang.

Leider ist ein Fehler beim E-Mail-Versand aufgetreten. Bitte versuchen Sie es erneut.

Vorgang fortführen?

Exportieren
Filter
Publikationsart
Sprache
  • 11
    Online-Ressource
    Online-Ressource
    Cham :Springer International Publishing AG,
    Schlagwort(e): Industries-Technological innovations-21st century. ; Electronic books.
    Materialart: Online-Ressource
    Seiten: 1 online resource (187 pages)
    Ausgabe: 1st ed.
    ISBN: 9783030257781
    Serie: Studies in Big Data Series ; v.64
    DDC: 338.6
    Sprache: Englisch
    Anmerkung: Intro -- Editorial -- Acknowledgements -- Contents -- Management of V.U.C.A. (Volatility, Uncertainty, Complexity and Ambiguity) Using Machine Learning Techniques in Industry 4.0 Paradigm -- 1 Introduction -- 1.1 Industry 4.0 Paradigm -- 1.2 V.U.C.A. Factors -- 1.3 Applied Machine Learning -- 2 Role of Some Common ML Techniques Applied in Industry 4.0 Platforms for V.U.C.A. Management -- 2.1 The Role of Linear Regression -- 2.2 The Role of Logistic Regression -- 2.3 The Role of Decision Tree -- 2.4 The Role of Random Forest -- 2.5 The Role of SVM -- 2.6 The Role of Naïve Bayes -- 2.7 The Role of kNN (k-Nearest Neighbors) -- 2.8 The Role of k-Means -- 3 V.U.C.A. Management in Industry 4.0 -- 4 Conclusion -- References -- Role of Industry 4.0 in Performance Improvement of Furniture Cluster -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 4 Results and Discussion -- 5 Discussion and Conclusion -- Annexure: Explanation of Factors -- References -- Imparting Hands-on Industry 4.0 Education at Low Cost Using Open Source Tools and Python Eco-System -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 4 Strength Areas -- 4.1 MS Excel -- 4.2 IBM SPSS -- 4.3 R -- 4.4 GRETL -- 4.5 Python -- 5 Conclusion -- References -- Decision Support Framework for Smart Implementation of Green Supply Chain Management Practices -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 3.1 Fuzzy DEMATEL -- 3.2 Fuzzy TOPSIS -- 3.3 Fuzzy SWARA -- 4 Problem Description -- 5 Proposed Framework to Rank Criteria -- 5.1 Phase I: Identification Key GSCM Criteria -- 5.2 Phase II: Ranking Criteria by Fuzzy DEMATEL -- 5.3 Phase III: Determining Weights by Fuzzy SWARA -- 5.4 Phase IV: Comparison of the Results -- 6 Implementation of Proposed Framework -- 6.1 Ranking the Criteria by Fuzzy DEMATEL -- 6.2 Ranking the Criteria by Fuzzy TOPSIS. , 6.3 Computing Weights by Fuzzy SWARA -- 6.4 Fuzzy TOPSIS for Ranking the Criteria -- 7 Results and Discussions -- 8 Managerial Implications -- 9 Conclusions -- References -- Decision Support System for Supply Chain Performance Measurement: Case of Textile Industry -- 1 Introduction -- 2 Supply Chain Management and Performance Measurement Systems -- 3 Textile Supply Chain -- 4 Decision Support System Using Balanced Score Card and Analytic Hierarchy Process -- 5 Research Case Problem -- 6 Methodology Used in Developing DSS -- 7 Case Study -- 8 Data Analysis -- 9 Results and Discussion -- 10 Managerial Implication -- 11 Conclusion -- 12 Limitation -- Appendix -- References -- A Review Study of Condition Monitoring and Maintenance Approaches for Diagnosis Corrosive Sulphur Deposition in Oil-Filled Electrical Transformers -- 1 Introduction -- 2 Literature Survey -- 2.1 Corrosive Sulphur Problem and Consequence -- 3 Currently Applied CM Techniques -- 3.1 Oil Analysis Technique -- 3.2 Electrical Testing Technique -- 3.3 Reaction Mechanism of Formation CSD -- 3.4 Maintenance Approaches -- 4 Result and Discussion -- 4.1 Gap in Implementation Relevant Oil Analysis -- 4.2 Gap in Implementation Relevant Electrical Testing -- 4.3 Gap in Relevant Corrosion Reaction Mechanism -- 4.4 Gap in Detection Relevant Gases By-Products -- 4.5 Outline of Capabilities and Shortcomings -- 5 Conclusion -- References -- Principal Components Based Multivariate Statistical Process Monitoring of Machining Process Using Machine Vision Approach -- 1 Introduction -- 2 Related Research Work -- 3 Multivariate Statistical Control Charts -- 3.1 Hotelling T2 Charts for Individual Observations -- 4 Data Dimensionality Reduction Using Principal Components Analysis -- 5 Machine Vision Approach for Extraction of Quality Parameters -- 6 PC Based MSPM Using MVS: A Case Study. , 6.1 Extraction of Dimensions -- 6.2 Extraction of Surface Texture -- 7 Methodology for PC Based MSPM Using MV -- 8 Results and Discussion -- 9 Conclusion -- References -- Green IS-Exploring Environmental Sensitive IS Through the Lens of Enterprise Architecture -- 1 Introduction -- 2 Green IS-IS Supporting Environmental Care in Firms -- 2.1 Green IS-The Need of a "Big Picture" -- 2.2 Organization Information Space and IS Information Fields -- 3 EA as a Meta-Architecture and Modelling of Green IS -- 4 Green IS as a Functioning Enterprise-EA View -- 4.1 Environmentally Sensitive Business Model (Row 2-Owner's Perspective) -- 4.2 Environmentally Supportive Systems Model (Row 3-Designer's Perspective) -- 4.3 Environmentally Enhanced Technology Model (Row 4-Builder's Perspective) -- 4.4 Scope of Green IS (Row 1-Scope or Planner's View) -- 5 Discussions -- 5.1 Green IS-Connecting the Views Together -- 5.2 OIC and Green IS-Interconnectivity -- 6 Conclusions -- References.
    Standort Signatur Einschränkungen Verfügbarkeit
    BibTip Andere fanden auch interessant ...
  • 12
    Schlagwort(e): Soft computing -- Congresses. ; Problem solving -- Data processing -- Congresses. ; Engineering. ; Electronic books.
    Materialart: Online-Ressource
    Seiten: 1 online resource (571 pages)
    Ausgabe: 1st ed.
    ISBN: 9788132216957
    Serie: Advances in Intelligent Systems and Computing Series ; v.250
    DDC: 006.3
    Sprache: Englisch
    Anmerkung: Intro -- Preface -- Organizing Committee -- Contents -- 1 Research on Hierarchical Clustering Algorithm Based on Cluster Outline -- Abstract -- 1…Introduction -- 2…Definition and Solution -- 2.1 The Definition of Boundary Point and Cluster Outline -- 2.2 The Solution of Cluster Outline -- 3…The Design of Hierarchical Clustering Algorithm Based on Cluster Outline -- 3.1 The Clustering Between Clusters -- 3.2 The Clustering Between Clusters and Outliers -- 3.3 The Process of the Algorithm -- 4…The Experimental Analysis -- 5…Conclusions -- Acknowledgments -- References -- 2 Exploration of Fault Diagnosis Technology for Air Compressor Based on Internet of Things -- Abstract -- 1…Introduction -- 2…The Remote Diagnosis System Designment of the Air Compressor Using Internet of Things -- 3…Field Information Collection with the Internet of Things Technology -- 4…To Realize Remote Monitoring Using Communication Technology -- 5…To Build Fault Model -- 6…To Establish Fault Diagnosis Expert System -- 7…Summary -- Acknowledgments -- References -- 3 An Enhancement Algorithm Based on Fuzzy Sets Algorithm Using Computer Vision System for Chip Image Processing -- Abstract -- 1…Introduction -- 2…Related Works -- 2.1 Image Enhancement -- 2.2 Vision-Based Detection System -- 2.3 Image Edge -- 3…Methodology -- 3.1 Introduction of Fuzzy Sets -- 4…Results and Discussion -- 5…Conclusions -- References -- 4 Development of DDoS Attack Defense System Based on IKEv2 Protocol -- Abstract -- 1…Introduction -- 2…IKEv2 Protocol Analysis and Design -- 3…Development of DDoS Attack Defense System Based on IKEv2 Protocol -- 4…Conclusions -- References -- 5 Power Data Network Dynamic Simulation Platform -- Abstract -- 1…Introduction -- 2…Introduction of Existing Simulation Technology -- 3…Dynamic Simulation Platform for the Design of the Electric Power Data Network. , 3.1 Logical Structure -- 3.2 Hierarchy -- 4…Working Mechanism of Power Data Network Dynamic Simulation Platform -- 4.1 Simulate the Dynamic Interaction Objects -- 4.2 Dynamic Mock Object -- 4.3 Different Levels of Dynamic Change Agreement -- 4.4 Simulation Performance Improvements -- 5…Conclusions -- Acknowledgments -- 6 An Emotional Model Based on Multiple Factors -- Abstract -- 1…Introduction -- 2…Problem Description and Approach -- 2.1 Problem Description -- 2.2 Perception Module -- 2.3 Subconscious Module -- 2.4 Inside Variable Module -- 2.5 Character Module -- 2.6 Mood Module -- 2.7 Emotion Module -- 2.8 Behavior Module -- 3…Experiments and Results -- 3.1 Experiments -- 3.2 Results -- 4…Conclusions -- 7 Multi-Source and Heterogeneous Knowledge Organization and Representation for Knowledge Fusion in Cloud Manufacturing -- Abstract -- 1…Introduction -- 1.1 Cloud Manufacturing -- 1.2 Knowledge Fusion and Service -- 2…Analysis of Knowledge Resources and Requirements for Knowledge Organization and Representation of Group Corporation in Cloud Manufacturing -- 2.1 Features of Group Corporation Knowledge Management and Knowledge Resource Classification -- 2.2 Requirement Analysis of Knowledge Organization and Representation in Group Corporation -- 3…Knowledge Organization and Representation Model for Knowledge Fusion -- 3.1 Knowledge Unit -- 3.2 Fusion Knowledge -- 4…Framework of Knowledge Fusion and Service in Cloud Manufacturing -- 5…Conclusions -- References -- 8 Research of Dynamics and Deploying Control Method on Tethered Satellite -- Abstract -- 1…Introduction -- 2…A System Dynamics Model -- 3…Analyze the Values of System Parameters -- 4…Simulation and Analysis -- 5…Conclusions -- References -- 9 Using Auto-Associative Neural Networks for Signal Recognition Technology on Sky Screen -- Abstract -- 1…Introduction. , 2…Hopfield Associative Neural Network -- 2.1 Discrete Hopfield Network Theory -- 3…Application of Hopfield Network for Typical Projectile Signal -- 3.1 Extraction of Pattern Feature -- 3.2 Associative Memory Algorithm for Discrete Hopfield Neural Networks -- 3.3 Simulation and Application for Typical Signal of Sky Screens -- 4…Results -- References -- 10 Research on the Hotspot Information Push System for the Online Journal Based on Open-Source Framework -- Abstract -- 1…Introduction -- 2…Key Technologies -- 2.1 HttpClient -- 2.2 HTMLParser -- 2.3 IKAnalyzer -- 3…The Realization of the System Framework -- 4…Examples -- 5…Summary -- Acknowledgments -- References -- 11 Development of Control System of Wheel Type Backhoe Loader -- Abstract -- 1…Introduction -- 2…The Features of CAN Bus Control System -- 3…Design of the Architecture of CAN Bus Control System -- 3.1 Typical Architecture of CAN Bus Control System -- 3.2 The Architecture of the CAN Bus Control System of Wheel Type Backhoe Loader -- 4…Principle and Functions of the CAN Bus Control System of Wheel Type Backhoe Loader -- 4.1 The Control of Loading Operation -- 4.2 The Control of Excavating Operation -- 4.3 System Indication and Failure Alarm Control -- 5…The Features of the Control System of Wheel Type Backhoe Loader -- 6…Conclusions -- References -- 12 Some Results on Fuzzy Weak Boolean Filters of Non-commutative Residuated Lattice -- Abstract -- 1…Introduction -- 2…Review of Preliminaries -- 3…Fuzzy Weak Boolean Filters of Non-commutative Residuated Lattice -- Acknowledgments -- References -- 13 CGPS: A Collaborative Game in Parking-Lot Search -- Abstract -- 1…Introduction -- 2…The Parking-Lot Searching Scenario -- 3…Algorithm Analysis -- 3.1 Opponent Selection -- 3.2 Game Analysis -- 4…Simulation Analysis -- 5…Conclusions -- References. , 14 A Fuzzy-Based Context-Aware Privacy Preserving Scheme for Mobile Computing Services -- Abstract -- 1…Introduction -- 2…Privacy Challenge of Mobile Computing -- 3…System Overview -- 3.1 Architecture -- 3.2 Context Modeling -- 3.3 Fuzzy-Reasoning Process -- 4…Evaluation -- 5…Conclusions -- Acknowledgments -- References -- 15 Research and Application of Trust Management System -- Abstract -- 1…Introduction -- 2…Trust Management Architecture -- 3…Trust Evaluation Method -- 4…Simulation and Application -- 4.1 A Simulation -- 4.2 Performance Discussion -- 5…Conclusions and Future Work -- Acknowledgments -- References -- 16 Ranaad-Xek: A Prototype Design of Traditional Thai Musical Instrument Application for Android Tablet PC -- Abstract -- 1…Introduction -- 2…Ranaad-Xek -- 2.1 Ranaad-Xek's Composition -- 2.2 Ranaad-Xek Percussions -- 3…Application Specification and Architecture -- 3.1 Framework -- 3.2 Application Specification -- 3.3 Application Architecture -- 3.4 The Playing Mode -- 3.5 Recording System -- 3.6 GUI Design -- 4…Conclusions -- Acknowledgments -- References -- 17 Identifying Accurate Refactoring Opportunities Using Metrics -- Abstract -- 1…Introduction -- 2…Relate Work -- 2.1 Cloned Code -- 2.2 The Difficulties of Identifying Refactoring Opportunities -- 3…An Approach to Identifying Refactoring Opportunities with Metrics -- 3.1 Benefits -- 3.2 Costs -- 3.3 Evaluation of the Benefit and Cost -- 4…Future Work -- Acknowledgments -- References -- 18 Research on Neural Network Predictive Control of Induction Motor Servo System for Robot -- Abstract -- 1…Introduction -- 2…Servo System Modeling -- 3…The Predictive Control Servo System Based on BP Neural Network -- 3.1 Control Structures -- 3.2 Neural Network Predictive Model -- 3.3 Feedback Correction -- 3.4 Scroll Optimization -- 3.5 Neural Network Predictive Control Algorithm Steps. , 4…MATLAB Simulation and Analysis -- Acknowledgments -- References -- 19 Research on Scale-Out Workloads and Optimal Design of Multicore Processors -- Abstract -- 1…Introduction -- 2…Scale-out Workloads -- 3…Experiment and Analysis -- 3.1 Throughput -- 3.2 Latency -- 4…Optimal Design of Multicore Processors for Scale-out Workloads -- 5…Related Work -- 6…Conclusions -- Acknowledgments -- References -- 20 Study of Modified Montgomery's Algorithm and Its Application to 1,024-bit RSA -- Abstract -- 1…Introduction -- 2…RSA Cryptosystem -- 2.1 Montgomery Algorithm and Modified Montgomery Algorithm -- 2.2 Four-to-two CSA -- 2.3 Modified R-L Binary Algorithm -- 3…Algorithm Implementation -- 3.1 Four-to-two Architecture -- 3.2 Modified R-L Binary Architecture -- 4…Conclusions -- References -- 21 A MVS-Based Object Relational Model of the Internet of Things -- Abstract -- 1…Introduction -- 2…MVS-Based Object Relational Model of the Internet of Things -- 2.1 Construction of Basic Data Model -- 2.2 Calculation of Properties' Characteristics of the Internet of Things -- 3…Experimental Verification and Conclusion -- References -- 22 Rateless Code-Based Unequal Loss Protection for Layer-Coded Media Delivery -- Abstract -- 1…Introduction -- 2…ULP-Strider Coding System -- 2.1 Decoding Algorithm -- 2.2 Encoding Process -- 2.3 Analyzing the Construction of Redundancy -- 3…Simulation -- 3.1 Random Sequence Versus Fine-Designed Sequence -- 3.2 Extra Information from Soft Hint -- 3.3 Strider Versus ULP-Strider -- 4…Conclusions -- Acknowledgments -- References -- 23 Construction of the Grade-3 System for GJB5000A-2008 -- Abstract -- 1…Current Software Engineering Process Overview -- 2…Analysis of the Correlation and the Necessity of Fusion Between GJB5000A-2008 and Software Engineering Process -- 3…Built Process System Based on the Software Engineering. , 4…Process Instance Analysis.
    Standort Signatur Einschränkungen Verfügbarkeit
    BibTip Andere fanden auch interessant ...
  • 13
    Online-Ressource
    Online-Ressource
    Singapore :Springer Singapore Pte. Limited,
    Schlagwort(e): Decision making-Congresses. ; Electronic books.
    Materialart: Online-Ressource
    Seiten: 1 online resource (398 pages)
    Ausgabe: 1st ed.
    ISBN: 9789811393303
    Serie: Advances in Intelligent Systems and Computing Series ; v.1005
    Sprache: Englisch
    Anmerkung: Intro -- Preface -- Acknowledgements -- Contents -- About the Editors -- Data Science and Analytics -- Quality Index Evaluation Model Based on Index Screening Model -- 1 Introduction -- 2 Three-Parameter Interval Principal Component Analysis -- 2.1 Principal Component Analysis -- 2.2 Calculation Steps -- 2.3 M-PCA Three-Parameter Interval Principal Component Analysis -- 2.4 Calculation Steps -- 2.5 The Determination of Subjective Index Weight Based on Analytic Hierarchy Process -- 2.6 Index Evaluation -- 3 Analysis of Examples -- 4 Conclusion -- References -- Selection of Software Development Methodologies (SDMs) Using Bayesian Analysis -- 1 Introduction -- 2 Proposed Work -- 3 Proposed Model -- 3.1 Experimental Result -- 4 Conclusion -- 5 Future Scope -- References -- Role of Social Media in Employer Branding-A Study on Selected Engineering Colleges (Private) in Bhubaneswar -- 1 Introduction -- 2 Objective -- 3 Methodology -- 4 Literature Review -- 4.1 Employer Branding -- 5 Cases of Private Institute -- 5.1 Case 1: Institute of Technical Education and Research, SOA University, Bhubaneswar -- 5.2 Case 2: Centurion University of Technology and Management (CUTM), Bhubaneswar -- 5.3 Case 3: Silicon Institute of Technology -- 5.4 Case 4: Gandhi Engineering College (GEC) Bhubaneswar -- 5.5 Case 5: Hi-Tech Institute of Technology (HIT), Bhubaneswar -- 6 Conclusion of the Study -- References -- A Novel Approach for Artifact Removal from Brain Signal -- 1 Introduction -- 2 Overview of Proposed Method -- 2.1 Kurtosis -- 2.2 Multiscale Entropy (MSE) -- 2.3 Artifact Channel Identification -- 2.4 Artifact Denoising -- 3 Results and Discussion -- 4 Conclusion -- References -- A Novel Approach to Heterogeneous Multi-class SVM Classification -- 1 Introduction -- 2 Literature Review -- 3 Classification Problem -- 4 Proposed Novel Approach for Heterogeneous Data. , 5 Experimental Results -- 6 Conclusion -- References -- An Empirical Study of Big Data: Opportunities, Challenges and Technologies -- 1 Introduction -- 2 Importance of Big Data -- 2.1 Importance to National Development -- 2.2 Importance to Industrialized Upgrades -- 2.3 Importance to Technical Research -- 2.4 Importance to Interdisciplinary Research -- 2.5 Importance to Better Predict the Future -- 3 Big Data Characteristics -- 3.1 Volume -- 3.2 Velocity -- 3.3 Variety -- 3.4 Veracity -- 3.5 Validity -- 3.6 Volatility -- 3.7 Value -- 4 Hadoop: Way to Process Big Data -- 4.1 Hadoop Distributed File System -- 4.2 MapReduce -- 5 Challenges of Big Data -- 5.1 Data Challenges -- 5.2 Processing Challenges -- 5.3 Management Challenges -- 6 Big Data Techniques -- 7 Big Data Hadoop-Based Tools -- 7.1 Apache Hadoop -- 7.2 Apache Mahout -- 7.3 Storm -- 7.4 S4 -- 7.5 Apache Kafka -- 8 Conclusion -- References -- Forecasting World Petroleum Fuel Crisis by Nonlinear Autoregressive Network -- 1 Introduction -- 2 Data Sources -- 3 Methodology -- 3.1 Time Series Prediction Using Artificial Neural Network (ANN) -- 3.2 Comparisons of General Prediction Models -- 3.3 Predictive Model Flow Control Diagram -- 3.4 Predictive Model Structure -- 4 Performance Measurement -- 5 Result and Analysis -- 6 Comparison and Discussion -- 7 Hypothesis Testing -- 8 Conclusion -- References -- Stock Market Price Prediction Employing Artificial Neural Network Optimized by Gray Wolf Optimization -- 1 Introduction -- 2 Related Work -- 3 Preliminaries -- 3.1 Dataset -- 3.2 Normalization -- 3.3 Artificial Neural Network -- 3.4 Gray Wolf Optimization -- 4 Proposed Approach -- 5 Experimental Setup and Simulation Result -- 6 Conclusion -- References -- Analysis of Techniques for Credit Card Fraud Detection: A Data Mining Perspective -- 1 Introduction -- 2 Literature Review. , 2.1 Dataset Collection -- 2.2 Various Methodology of Fraud Detection in Credit Card -- 3 Challenges in Credit Card Fraud Detection -- 4 Conclusion -- References -- Predictive Analytics for Weather Forecasting Using Back Propagation and Resilient Back Propagation Neural Networks -- 1 Introduction -- 2 Related Works -- 3 Supervised Learning Algorithms -- 4 Artificial Neural Network -- 4.1 Back Propagation Algorithm -- 4.2 Resilient Back Propagation -- 5 Results and Discussion -- 5.1 Backprop and Rprop Implemented in RStudio -- 5.2 Receiver Operating Characteristic Curve (ROC) and Area Under Curve (AUC) -- 5.3 ggplot -- 6 Conclusion -- Appendix -- References -- Analysis of the Leadership of Undergraduate Freshmen in Military Schools from the Perspective of Space -- 1 Introduction -- 2 Research Methods -- 2.1 Research Tools -- 2.2 Research Procedures -- 3 The Results Analysis -- 3.1 Reliability and Validity Test -- 3.2 Overall Analysis of Leadership -- 3.3 Analysis of the Correlation Between Leadership and Per Capita Income -- 3.4 Analysis of the Correlation Between Leadership and Per Capita Income -- 4 Result Analysis -- 5 Concluding Remarks -- References -- Correlation Analysis for CSI300 Index Return and Realized Volatility -- 1 Introduction -- 2 Model Construction -- 2.1 Model Realized Estimate -- 2.2 Edge Distribution Model Construction -- 2.3 Construction of Time Change D-Vine Copula -- 3 Empirical Analysis -- 3.1 Characteristic Analysis -- 3.2 Parameter Estimation -- 3.3 Parameter Estimation for Continuous-Time Volatility and the Jump Volatility Models -- 3.4 Correlation Analysis -- 4 Conclusion -- References -- Prescription Basket Analysis: Identifying Association Rule Among Drugs in Prescription of Dentist in Bhubaneswar City -- 1 Introduction -- 2 Research Methodology -- 3 Data Analysis and Results -- 4 Conclusion -- References. , Decision Science and Management -- Impact of Decision Science on e-Governance: A Study on Odisha Land Records System -- 1 Introduction -- 1.1 e-Governance -- 1.2 Odisha Right to Public Services Act -- 2 Literature Review -- 2.1 Brainstorming -- 2.2 Committee Meetings -- 2.3 Delphi -- 2.4 Electronic Meeting -- 2.5 Survey -- 2.6 Decision Tree and Decision Tables -- 2.7 Game Theory -- 2.8 Simulation -- 3 Decision Science for e-Governance -- 3.1 Risk Analysis -- 3.2 Decision Analysis -- 3.3 Cost-Effectiveness Analysis -- 4 Key Findings of the Paper -- 5 Conclusion -- References -- HR Value Proposition Using Predictive Analytics: An Overview -- 1 Introduction -- 2 Data Analytics -- 2.1 Descriptive Analytics -- 2.2 Predictive Analytics -- 2.3 Prescriptive Analytics -- 3 Literature Review -- 3.1 HR Analytics -- 4 Findings and Discussion -- 4.1 Importance of Analytics in HR -- 5 Conclusions -- 6 Originality -- 7 Declaration -- References -- Determination of Time-Dependent Quadratic Demand by Using Optimal Ordering Policy, Salvage Value Under Partial Backlogging, Time-Proportional Deterioration, Time-Varying Holding Cost -- 1 Introduction -- 2 Assumptions -- 3 Modeling -- 3.1 Notations -- 3.2 Mathematical Formulation -- 4 Numerical Examples -- 5 Sensitivity Analysis -- 6 Conclusions -- References -- Inventory Control for Materials Management Functions-A Conceptual Study -- 1 Introduction -- 2 Review of the Literature -- 2.1 Inventory Management -- 2.2 Material Management -- 3 Conclusion -- References -- ACO-Based Secure Routing Protocols in MANETs -- 1 Introduction -- 2 Ant Colony Optimization -- 3 Security Aware ACO Routing Protocols -- 3.1 Secure Antnet Routing Algorithm for Scalable Ad Hoc Networks Using Elliptic Curve Cryptography -- 3.2 Secure Power Aware Ant Routing Algorithm -- 3.3 Swarm-Based Detection and Defence Technique. , 3.4 Detection and Prevention of Blackhole Attack in MANET Using ACO Routing -- 3.5 Autonomous Bio-inspired Public Key Management Protocol -- 3.6 ANT-Based Trustworthy Routing -- 3.7 Pair-Wise Key Agreement and Hop-by-Hop Authentication Protocol -- 4 Comparison and Analysis of Security Aware ACO Routing Protocols -- 5 Conclusion and Future Work -- References -- An Approach Toward Integration of Big Data into Decision Making Process -- 1 Introduction -- 2 Background -- 3 Challenges During Big Data Analytics for Decision Making -- 4 Integrated Framework of Big Data Analytics with Decision Making Process -- 4.1 Proposed Approach -- 5 Conclusion and Future Aspects -- References -- Big Data Analysis and Classification of Biomedical Signal Using Random Forest Algorithm -- 1 Introduction -- 2 Proposed Methodology -- 3 Preprocessing of the Signal -- 4 Feature Extraction -- 5 Random Forest -- 6 Classification Result -- 7 Conclusion -- References -- An Intelligent Framework for Analysing Terrorism Actions Using Cloud -- 1 Introduction -- 2 Motivation -- 3 Objective -- 4 Literature Review -- 5 Comparison of Models -- 6 Conclusion -- References -- Research on Optimization of J Company Warehouse Storage Process -- 1 Introduction -- 2 Analysis on the Current Situation of J Company -- 2.1 Warehouse Storage Process -- 2.2 Problems with Warehouse Storage Process -- 3 Optimized Warehouse Storage Process -- 4 Petri Net Model -- 5 Conclusion -- References -- The Influence of Psychological Contract on the Willingness to Share Tacit Knowledge -- 1 Introduction -- 2 Psychological Contract -- 2.1 Knowledge Sharing -- 2.2 Hypothesis -- 3 Method -- 3.1 Measurement Tools -- 4 Result -- 5 Hypothesis Testing -- 6 Discussion -- 7 Limitations and Future Research -- References -- Research on the Role of Government Management in Chinese Public Indemnificatory Housing System. , References.
    Standort Signatur Einschränkungen Verfügbarkeit
    BibTip Andere fanden auch interessant ...
  • 14
    Online-Ressource
    Online-Ressource
    Singapore :Springer Singapore Pte. Limited,
    Schlagwort(e): Artificial intelligence-Congresses. ; Electronic books.
    Materialart: Online-Ressource
    Seiten: 1 online resource (1040 pages)
    Ausgabe: 1st ed.
    ISBN: 9789811394065
    Serie: Advances in Intelligent Systems and Computing Series ; v.1006
    Sprache: Englisch
    Anmerkung: Intro -- Preface -- Acknowledgements -- Contents -- About the Editors -- Intelligent Computing -- 1 Global Stability of a Viral Dynamical Model -- Abstract -- 1 Introduction -- 2 Model -- 3 The Existence of Equilibria -- 4 The Global Stability of Equilibria -- Acknowledgements -- References -- 2 Research on Construction of the Software Technology Profession in Vocational Institutes Based on the External Vision -- Abstract -- 1 Introduction -- 2 Professional Construction Ideas Based on the External Vision -- 3 Versatile Teaching Team Construction Based on the Strengths of Teachers -- 4 Social Service Ability Construction Based on Demands of Social Markets -- 5 Construction of School Training Bases Integrated Into Occupation Job Elements and the Construction of the Public Off-Campus Training Bases -- Acknowledgements -- References -- 3 Numerical Study on the Expanded Mixed Covolume Method for One-Dimensional Sobolev Equation -- Abstract -- 1 The Expanded Mixed Covolume Method -- 1.1 The Semi-discrete Scheme -- 1.2 The Fully Discrete Scheme -- 2 Numerical Invariants -- 2.1 A Single Solitary Wave -- 2.2 Interaction of Two Solitary Waves -- References -- 4 Research on the Control Method of Coal Sample Blanking Based on the BP Neural Network and the PID Algorithm -- Abstract -- 1 Introduction -- 2 Control Method of Coal Sample Blanking Based on the BP Neural Network and the PID Algorithm -- 2.1 PID Control Algorithm -- 2.2 BP Neural Network Algorithm -- 3 Experimental Verification -- Acknowledgements -- References -- 5 A Practice on Neural Machine Translation from Indonesian to Chinese -- Abstract -- 1 Introduction -- 2 Related Works -- 3 Lore Translator -- 4 Experiments -- 4.1 Corpus -- 4.2 Training -- 4.3 Experimental Results and Discussion -- 4.4 Demo System -- 5 Conclusion -- Acknowledgements -- References. , 6 Keyword-Based Indonesian Text Summarization -- Abstract -- 1 Introduction -- 2 Related Work -- 2.1 The Development of Automatic Summarization -- 2.2 Existing Systems -- 3 Keyword Contribution Method -- 3.1 Overall Architecture -- 3.2 Algorithm -- 4 Experiment -- 5 Conclusion -- Acknowledgements -- References -- 7 Automatic Decision Support for Public Opinion Governance of Urban Public Events -- Abstract -- 1 Introduction -- 2 Implementation -- 2.1 Data Collection Layer -- 2.2 Information Analysis Layer -- 2.3 Public Opinion Government Layer -- 3 Conclusion -- Acknowledgements -- References -- 8 Improved Local Morphology Fitting Active Contour with Weighted Data Term for Vessel Segmentation -- Abstract -- 1 Introduction -- 2 Related Local Region-Based Models -- 3 Proposed Method -- 4 Results -- 5 Conclusion -- References -- 9 3D Point Cloud Data Splicing Algorithm Based on Feature Corner Model -- Abstract -- 1 Introduction -- 2 3D Point Cloud Data Splicing Algorithm Based on Feature Corner Model -- 2.1 Model Innovation and Data Mining -- 2.2 The Overall Structure of the System -- 2.3 Point Cloud Data Splicing Algorithm -- 3 Conclusion -- Acknowledgements -- References -- 10 A Preliminary Study on Mobile Learning -- Abstract -- 1 The Concept, Characteristics, and Composition of Mobile Learning -- 2 The Feasibility of Mobile Learning -- 2.1 The Characteristics of Mobile Learning -- 2.2 The Inherent Advantages of the Network Environment -- 2.3 The Needs of Professional Construction -- 3 Potential Problems and Solutions in Mobile Learning -- 4 Conclusion -- References -- 11 Design and Implementation of Real-Time Inquiry System of the Stock Market -- Abstract -- 1 Introduction -- 2 Relative Technologies -- 2.1 Hadoop -- 2.2 HBase -- 3 Requirement Analysis and Design -- 3.1 System Function Analysis -- 3.2 Overall Design of the System. , 3.3 Database Design -- 4 Implementation of the Key Modules of the System -- 4.1 The Real-Time Prompt Module of Fuzzy Query of Stock Information -- 4.2 News Information Module -- 4.3 Query Module of Large Quantities of Historical Data -- 5 Conclusion -- Acknowledgements -- References -- 12 An Improved Feature Selection Algorithm for Fault Level Identification -- Abstract -- 1 Introduction -- 2 Basic Concepts of Ordinal Classification -- 3 Feature Selection Algorithm for Ordinal Classification -- 4 Feature Selection and Classification Results -- 5 Conclusions -- Acknowledgements -- References -- 13 Computing Model of Musical Multiple Perception Based on Memory Mapping Perception Inversion -- Abstract -- 1 Introduction -- 2 Fuzzy Perception of Music -- 2.1 Fuzziness of Music -- 2.2 Memory Mapping and Perception Inversion (MMPI) -- 3 Music Intelligence Based on Fuzzy Perception -- 3.1 Musical Feature Index -- 3.2 The Basic Type of Music Perception -- 4 Experimental Results -- 5 Conclusions -- Acknowledgements -- References -- 14 A Natural Immersive Closed-Loop Interaction Method for Human-Robot "Rock-Paper-Scissors" Game -- Abstract -- 1 Introduction -- 2 System Description -- 2.1 The Natural Interaction Implementation -- 2.2 The Real-Time Performance Implementation -- 2.3 The Immersion Mode Implementation -- 3 The Closed-Loop Characteristics -- 4 System Testing and Evaluation -- 5 Conclusion -- References -- 15 Capsule Network-Based Facial Expression Recognition Method for a Humanoid Robot -- Abstract -- 1 Introduction -- 2 Advantages and Properties of the Capsule Net -- 2.1 The Differences -- 2.2 The Properties of the Capsule Net -- 3 CK+ Dataset and NAO Robot Experiments -- 3.1 CK+ Dataset -- 3.2 NAO Robot -- 3.3 Experiments -- 4 Conclusions -- Acknowledgements -- References. , 16 Equipment Maintenance Mode Decision Based on Fuzzy Multi-attribute Decision Method -- Abstract -- 1 Introduction -- 2 Fuzzy Multi-attribute Decision Model -- 3 Fuzzy Multi-attribute Decision Process -- 4 Fuzzy Multi-attribute Decision Method -- 5 Example Analysis -- 6 Conclusion -- References -- 17 A Method for Facial Kinship Verification Based on Deep Learning -- Abstract -- 1 Introduction -- 2 Method -- 2.1 Channel Backbone Network -- 2.2 Multi-channel Model -- 2.2.1 Binary-Channel Model -- 2.2.2 Elastic Multi-channel Model -- 2.3 Training -- 3 Experiments and Results -- 4 Conclusion -- Acknowledgements -- References -- 18 A Domain-Adapting Word Representation Method for Word Clustering -- Abstract -- 1 Introduction -- 2 Related Work -- 3 Method -- 3.1 Frequently Co-occurring Entropy -- 3.2 Fuzzy Bag-of-Words Model -- 4 Experimental Results -- 5 Conclusion -- Acknowledgments -- References -- 19 Fitting Complex Nonlinear Function with Belief Rule Base -- Abstract -- 1 Introduction -- 1.1 The Basic BRB Model -- 1.2 BRB Inference Using ER Approach -- 2 Constructing BRB Model for Nonlinear Function -- 2.1 Nonlinear Function -- 2.2 Transformation Techniques for Quantitative Data -- 3 Parameter Training for BRB -- 4 Experiments Study -- 5 Conclusion -- References -- 20 Approximate Kernel Regression Based on Distributed ADMM Algorithm -- Abstract -- 1 Introduction -- 2 Method -- 2.1 Kernel Regression -- 2.2 ADMM Algorithm -- 2.3 Kernel Regression Based on ADMM Algorithm -- 2.4 Approximate Kernel Matrix -- 3 Experiments -- 4 Conclusion -- Acknowledgements -- References -- 21 Detection for Mixed-Characters Based on Machine Learning -- Abstract -- 1 Introduction -- 2 The Composition of the Detection System -- 3 Character Preprocessing -- 3.1 Binarization -- 3.2 Character Segmentation -- 3.3 The Character Normalization -- 4 Data Set Production. , 5 Neural Network Design -- 6 Experimental Results and Analysis -- 7 Conclusion -- References -- 22 Research on 3D Terminal Rendering Technology Based on Power Equipment Business Features -- Abstract -- 1 Introduction -- 2 3D Model High-Speed Rendering Technology -- 3 3D Model Real-Time High-Speed Rendering Technology for Terminal and Grid Business Application Requirements -- 3.1 Scene Organization -- 3.2 Rendering Process -- 3.3 3D Engine Cross-Platform Technology -- 4 Conclusions -- Acknowledgements -- References -- 23 Community Detection Based on Improved Bee Evolutionary Genetic Algorithm -- Abstract -- 1 Introduction -- 2 Algorithm Structure and Algorithm Description -- 3 Improved Bee Evolutionary Genetic Algorithm -- 3.1 Fitness Function -- 3.2 Encoding -- 3.3 Population Initialization -- 3.4 Crossover Operator -- 3.5 Mutation Operator -- 3.6 Selection Operator -- 3.7 Optimization of Random Population Size -- 4 Simulation and Analysis -- 4.1 Community Detection of the LFR Benchmark Network -- 4.2 Community Detection of the Karate Club Network -- 4.3 Community Detection of the dolphin Network -- 5 Conclusion -- Acknowledgments -- References -- 24 Named Entity Recognition for Chinese Management Case Texts -- Abstract -- 1 Introduction -- 2 Semi-supervised Learning Method -- 2.1 Bootstrapped Framework -- 2.2 BI-LSTM-CRF Model -- 2.3 Evaluating Rule -- 3 Experiment -- 3.1 Dataset -- 3.2 Results and Analysis -- 4 Conclusion and Discussion -- Acknowledgements -- References -- 25 Application of Virtual Simulation Platform in Basic Medical Teaching -- Abstract -- 1 Introduction -- 2 Significance of Basic Medical Virtual Simulation Experimental Platform -- 2.1 Reduce the Cost of Experiment -- 2.2 Provide an Open Experimental Environment -- 2.3 Enhance Classroom Fun -- 3 Construction of Basic Medical Virtual Simulation Platform. , 3.1 Functionality Virtual Simulation Experiment Platform.
    Standort Signatur Einschränkungen Verfügbarkeit
    BibTip Andere fanden auch interessant ...
  • 15
    Online-Ressource
    Online-Ressource
    San Diego :Elsevier Science & Technology,
    Schlagwort(e): Textile industry-Waste disposal. ; Clothing trade-Waste disposal. ; Electronic books.
    Materialart: Online-Ressource
    Seiten: 1 online resource (360 pages)
    Ausgabe: 1st ed.
    ISBN: 9780128187593
    Serie: The Textile Institute Book Series
    DDC: 363.728
    Sprache: Englisch
    Anmerkung: Intro -- Waste Management in the Fashion and Textile Industries -- Copyright -- Contents -- Contributors -- Part One: Introduction -- Chapter 1: Fashion waste management problem and sustainability: A developing country perspective -- 1.1. Introduction -- 1.2. Waste management -- 1.2.1. 3R approach -- 1.2.2. Exchange and renting -- 1.2.3. Upcycling concept -- 1.2.4. Controlling waste by lean concepts -- 1.2.4.1. Minimizing process waste -- 1.2.4.2. Minimizing material waste -- 1.2.5. Effluent treatment -- 1.2.6. Fashion consumption and consumer attitude -- 1.2.7. Product life cycle assessment -- 1.2.8. Recyclability -- 1.3. Recycling of plastics (polyester and nylon) -- 1.4. Survey findings -- 1.5. Conclusions and future directions -- Acknowledgment -- References -- Chapter 2: Hazards of fashion and textile waste: Approaches for effective waste management -- 2.1. Introduction -- 2.2. Problems and hazards associated with raw material types -- 2.3. Hazards of wasteful utilization of toxic chemicals-Land, water, and air pollution -- 2.3.1. Problems and hazards associated with toxic chemicals -- 2.3.2. Problems and hazards associated with water and air pollution -- 2.3.3. Problems and hazards associated with soil infertility and degradation -- 2.4. Problems and hazards caused by textile and fashion waste -- 2.4.1. Textile waste and associated hazards -- 2.4.2. Hazards and waste from fashion industry -- 2.4.3. Hazards of overproduction in fashion industry -- 2.4.4. Deleterious impacts of fast fashion on environment -- 2.4.5. Hazards due to transport and shipment of fashion merchandise -- 2.4.6. Hazards due to improper buying and usage behavior of consumers -- 2.4.7. Hazards due to problematic recycling -- 2.4.8. Hazards associated with fashion waste -- 2.5. Waste management strategies to combat textile and fashion hazards. , 2.5.1. Role of designers in waste management -- 2.5.2. Waste management at the raw material procurement stage -- 2.5.3. Role of manufacturers in waste management -- 2.5.4. Waste management by minimal and effective utilization of chemicals and water -- 2.5.5. Waste management by effective utilization of water -- 2.5.6. Wastewater recycling and treatment -- 2.5.6.1. Wastewater treatment -- 2.5.7. Waste elimination at source and waste minimization -- 2.5.7.1. Product changes as means of waste minimization -- 2.5.7.2. Process changes as means of waste minimization -- 2.5.8. Waste management by recycling and regeneration -- 2.5.8.1. Recycling and regeneration techniques -- 2.5.9. Innovative approaches by fashion industry for waste management -- 2.5.9.1. Emergence of smart fashion -- 2.5.9.2. Introducing the concept of slow fashion -- 2.5.9.3. Principle of sharing economy -- 2.5.9.4. Extended producer responsibility (EPR) and in-store collection -- 2.5.9.5. Endorsing closed loop system -- 2.5.9.6. Raising consumer awareness -- 2.5.10. Role of brands in waste management -- 2.5.11. Role of consumers in waste management -- 2.5.12. Disposal ecology for waste management -- 2.6. Conclusions -- Further reading -- Part Two: Waste management technologies in manufacturing -- Chapter 3: Management of spinning and weaving wastes -- 3.1. Introduction -- 3.2. Classification of waste -- 3.3. Waste in spinning -- 3.3.1. Blow room -- 3.3.2. Carding -- 3.3.3. Draw frame -- 3.3.4. Combing -- 3.3.5. Simplex -- 3.3.6. Ring frame -- 3.3.7. Winding -- 3.4. Waste in weaving -- 3.4.1. Warping -- 3.4.2. Sizing -- 3.4.3. Knotting -- 3.4.4. Gaiting/tying-in wastage -- 3.4.5. Selvedge -- 3.4.6. Chindi -- 3.4.7. Beam residual wastage -- 3.5. Recycling of spinning and weaving waste -- 3.6. Machine for waste management -- 3.6.1. Willow machine -- 3.6.2. Marzoli trash analyzer. , 3.6.3. Marzoli recycling waste reopener (RWR) -- 3.6.4. Roving stripping and opening machine -- 3.6.5. Thread extractor (Bhatia, 2017) -- 3.6.6. Garnetting machine -- 3.7. Conclusions -- Acknowledgment -- References -- Chapter 4: Management of wastes in garment manufacturing -- 4.1. Introduction -- 4.2. The importance of marker planning and fabric waste management -- 4.3. Recycling fiber, yarn, and fabric wastes and recent trends -- 4.4. Bangladesh using cotton waste as a source of biogas -- 4.5. Solid waste from the Ethiopian leather sector -- 4.6. The control measures in waste management -- 4.6.1. What can be done to minimize wastes? -- Garneting -- Web preparation -- 3D weaving -- Composite manufacturing -- Compression molding -- Seamless garments -- 4.7. Conclusions and future directions -- References -- Chapter 5: Technologies for the management of wastewater generated in wet processing -- 5.1. Introduction -- 5.2. Control of effluent quality -- 5.2.1. Equalization -- 5.2.2. Recovery of by-products -- 5.2.3. Process modification -- 5.2.4. Loss of chemicals -- 5.2.5. Segregation -- 5.3. Effluent treatment methods -- 5.3.1. Coagulation, flocculation, and precipitation -- 5.3.2. Adsorption methods -- 5.3.3. Synthetic ion exchangers -- 5.3.3.1. Fiber-based synthetic bioabsorbents -- 5.3.4. Biological treatments -- 5.3.5. Oxidation techniques -- 5.3.6. Membrane separation -- 5.3.6.1. Microfiltration (MF) -- 5.3.6.2. Ultrafiltration (UF) -- 5.3.6.3. Nanofiltration (NF) -- 5.3.6.4. Hyperfiltration (HF)/reverse osmosis (RO) -- 5.3.7. Electrochemical processes -- 5.3.7.1. Electrodialysis -- 5.4. Effluent treatment plant -- 5.5. Conclusions -- References -- Chapter 6: Management of air quality -- 6.1. Introduction -- 6.2. Effluent gas -- 6.2.1. CO2 removal -- 6.2.1.1. Amine scrubbing -- 6.2.1.2. CO2 storage -- 6.2.2. SOx removal -- 6.2.3. NOx removal. , 6.2.4. Mercury removal -- 6.3. Volatile organic compounds (VOCs) -- 6.4. Activated carbon fibers -- 6.5. Alternative technologies -- 6.6. Conclusions -- Funding -- References -- Part Three: Retail and consumer waste management technologies -- Chapter 7: Packaging waste and their management technologies -- 7.1. Introduction -- 7.2. Packaging defined -- 7.3. Functions of packaging -- 7.4. Materials used for packaging -- 7.5. Consumer attitudes -- 7.6. Managing package waste -- 7.6.1. Recycle -- 7.6.2. Waste prevention or material minimization -- 7.6.3. Reuse -- 7.6.4. Compostable -- 7.6.5. Energy recovery -- 7.7. Conclusions and future directions -- References -- Chapter 8: End of life clothes and their management -- 8.1. Introduction -- 8.2. Collection of used clothing -- 8.3. Reuse of secondhand clothing -- 8.4. Redesign and remanufacturing -- 8.5. Recycling -- 8.5.1. Mechanical recycling -- 8.5.2. Thermal recycling -- 8.5.3. Chemical recycling -- 8.6. Energy recovery -- 8.7. Disposal to landfill -- 8.8. Conclusions -- References -- Chapter 9: Organizations and standards related to textile and fashion waste management and sustainability -- 9.1. Introduction -- 9.1.1. Waste management and sustainability -- 9.1.1.1. Green manufacturing and recycling in fashion -- Organic cotton -- Organic cotton production across the globe -- The opportunities and setting standards for organic cotton -- 9.1.1.2. Green distribution -- 9.1.1.3. Green retailing -- 9.2. Organizations for waste management and sustainability -- 9.2.1. Fashion brands -- 9.2.1.1. HandM -- 9.2.1.2. Marks and Spencer -- 9.2.1.3. Patagonia -- 9.2.1.4. Nike -- 9.2.2. Few other fashion brands -- 9.3. Standards for waste management and sustainability -- 9.3.1. Global organic textile standards (GOTS) -- 9.3.2. Sustainable textile production (STeP) by OEKO-TEX. , 9.3.3. Eco-label certification such as STANDARD 100 by OEKO-TEX -- 9.3.4. Bluesign -- 9.3.5. Cradle to cradle -- 9.3.6. International standards organization -- 9.3.7. Higg index and sustainable apparel coalition -- 9.4. Other organizations and events -- 9.4.1. Zero discharge of hazardous chemicals (ZDHC) -- 9.4.2. UNGC code of conduct for the fashion and textile industry -- 9.4.3. Copenhagen fashion summit -- 9.4.4. Dow Jones sustainability world index -- 9.4.5. Fashion transparency index -- 9.4.6. Youth fashion summit -- 9.4.7. Specific codes of conduct in Australia -- 9.4.8. Specific codes of conduct in Germany -- 9.5. Extended producer responsibility (EPR) for textiles -- 9.5.1. EPR program for postconsumer textiles and clothing recovery -- 9.6. Challenges and opportunities in waste management with Indian paradigms -- 9.6.1. Upasana studio, Auroville, India -- 9.6.1.1. Tsunamika -- 9.6.1.2. Small steps -- 9.6.2. Fabric Monde, Bengaluru -- 9.6.3. Pratibha Syntex, Indore -- 9.6.4. Stylumia, Bengaluru -- 9.7. Conclusions and future directions -- 9.7.1. Significant findings -- 9.7.2. Future directions -- References -- Part Four: Other waste management technologies -- Chapter 10: Automotive waste management technologies -- 10.1. Introduction -- 10.2. Automotive waste -- 10.2.1. Recycling and energy recovery -- 10.2.2. Mechanical recycling -- 10.2.3. Argon process -- 10.2.4. Thermal treatment process -- 10.2.4.1. Pyrolysis process -- 10.2.4.2. Sequential gasification and combustion -- 10.2.5. Injecting molding with automobile shredder residue -- 10.3. Recycling automotive composites and components -- 10.4. End of life (EOL) -- 10.5. Other applications -- 10.6. Conclusions -- Funding -- References -- Chapter 11: Waste management in coated and laminated textiles -- 11.1. Introduction -- 11.2. Coated and laminated textiles -- 11.2.1. Coated textiles. , 11.2.2. Nanomaterial incorporated coated textiles.
    Standort Signatur Einschränkungen Verfügbarkeit
    BibTip Andere fanden auch interessant ...
  • 16
    Schlagwort(e): Computational intelligence. ; Electronic books.
    Materialart: Online-Ressource
    Seiten: 1 online resource (504 pages)
    Ausgabe: 1st ed.
    ISBN: 9789811538636
    Serie: Smart Innovation, Systems and Technologies Series ; v.179
    DDC: 6.3
    Sprache: Englisch
    Anmerkung: Intro -- International Program Committee -- Honorary Chair -- General Chairs -- Organizing Chair -- International Advisory Chair -- Founder of IRNet China -- Co-founder of IRNet China -- TPC Members -- Sponsors -- Preface -- Contents -- About the Editors -- 1 Study Optimization of Thermal Analysis of Anisotropic Materials in 3D Field Based on One-Dimensional Heat Conduction Equation Model -- 1.1 Introduction -- 1.2 Heat Transfer Mode and Process Analysis -- 1.3 Optimization Model of Protective Clothing Design for High-Temperature Engineering Work -- 1.3.1 The Establishment of the Model and the Proposal of the Hypothesis Conditions -- 1.3.2 Optimization Model Based on Inversion Method -- 1.4 Conclusion -- References -- 2 Shape Retrieval for 3D Models Based on MRF -- 2.1 Introduction -- 2.2 Feature Descriptor -- 2.3 Framework of Retrieval -- 2.3.1 Notations -- 2.3.2 Formulation -- 2.3.3 Potential Function -- 2.4 Spatial Consistency Test -- 2.4.1 Training -- 2.4.2 Testing -- 2.4.3 Index Based on Random Forest -- 2.4.4 Measure Similarity -- 2.5 Experiments -- 2.6 Conclusions -- References -- 3 Numerical Conformal Mapping Based on Improved Hermitian and Skew-Hermitian Splitting Method -- 3.1 Introduction -- 3.2 Numerical Conformal Mapping Based on the Charge Simulation Method -- 3.3 Improved HSS Method Based on (k, j)-Padé Iteration Method -- 3.4 Numerical Examples -- 3.5 Conclusions -- References -- 4 Hierarchical Clustering-Based Video Summarization -- 4.1 Introduction -- 4.2 Feature Extraction -- 4.2.1 Color Feature -- 4.2.2 Texture Feature -- 4.3 The Proposed Algorithm -- 4.3.1 Hierarchical Clustering Method -- 4.3.2 Optimize Initial Clustering Results to Extract Video Summary Key Frames -- 4.4 Experimental Results and Discussion -- 4.4.1 Evaluation Standard -- 4.4.2 Experimental Results -- 4.5 Conclusion -- References. , 5 Research on Multi-objective Optimization Problem of Engineering Project in 3D Field Based on Improved Particle Swarm Optimization Algorithm -- 5.1 Introduction -- 5.2 IPSO Algorithms -- 5.3 Model -- 5.4 Engineering Calculation and the Result Analysis -- 5.5 Conclusions -- References -- 6 3D Path Planning Based on Improved Particle Swarm Optimization Algorithm -- 6.1 Introduction -- 6.2 Path Planning Environment Modeling and Fitness Function -- 6.2.1 Environmental Modeling -- 6.2.2 Fitness Function -- 6.3 Improved PSO Algorithm -- 6.3.1 Basic PSO Algorithm -- 6.3.2 BFO Algorithm -- 6.3.3 Hybrid Algorithm -- 6.4 Simulation Verification -- 6.5 Conclusion -- References -- 7 Improving Parallel Magnetic Resonance Imaging Reconstruction Using Nonlinear Time Series Analysis -- 7.1 Introduction -- 7.2 Background -- 7.3 Method -- 7.4 Experimental Results -- 7.5 Conclusion -- References -- 8 Low Computational Complexity Third-Order Tensor Representation Through Inverse Spectrum Pyramid -- 8.1 Introduction -- 8.2 Method for Third-Order Tensor Representation Through 3D Reduced ISP -- 8.2.1 Representation of a Tensor of Size 4 × 4 × 4 -- 8.2.2 Representation of the Tensor of Size N × N × N Through N-Level 3D-RISP -- 8.3 Characteristics of the Spectrum Tensor Representation -- 8.4 Conclusions -- References -- 9 Spectral Reconstruction Based on Bayesian Regulation Neural Network -- 9.1 Introduction -- 9.2 Principle of Spectral Reflectance Reconstruction -- 9.2.1 Polynomial Regression -- 9.2.2 Bayesian Regularization BP Neural Network Algorithm -- 9.3 Experimental Results and Analysis -- 9.3.1 Experiment Process -- 9.3.2 Analysis and Comparison of Results -- 9.4 Conclusion -- References -- 10 Loose Hand Gesture Recognition Using CNN -- 10.1 Introduction -- 10.2 The Proposed Method -- 10.2.1 Training Data Preparation. , 10.2.2 The Proposed Neural Network Architecture -- 10.2.3 Loss Function -- 10.3 Experiments -- 10.3.1 CNN with Input RGB-D Images -- 10.3.2 CNN with Multi-resolution Features -- 10.3.3 Compared with Other Popular CNN Models -- 10.4 Conclusions -- References -- 11 Multi-focus Image Fusion Method Based on NSST and BP Neural Network -- 11.1 Introduction -- 11.2 Image Fusion Method -- 11.2.1 NSST Transformation -- 11.2.2 Feature Extraction and NSST Contrast -- 11.2.3 BP Neural Network Training -- 11.2.4 Algorithm Framework and Steps -- 11.3 Experiments Results -- 11.4 Conclusions -- References -- 12 Classification of 3D Remote Sensing Images Through Dimensionality Reduction and Semantic Segmentation Network -- 12.1 Introduction -- 12.2 Proposed Method -- 12.2.1 The Whole Approach Framework -- 12.2.2 Rasterization -- 12.2.3 Normalization and Hat Transform -- 12.2.4 DSM Post-processing -- 12.2.5 Network for Classification -- 12.3 Experiment -- 12.3.1 Training Deeplabv3+ -- 12.3.2 Post-processing by NDSM -- 12.3.3 Visualization of 3D Remote Sensing Images -- 12.4 Conclusion -- References -- 13 Research on Deep Learning Algorithm and Application Based on Convolutional Neural Network -- 13.1 Introduction -- 13.2 Convolutional Neural Network -- 13.2.1 Local Connection of Convolutional Neural Networks -- 13.2.2 Weight Sharing in Convolutional Neural Networks -- 13.3 The Overall Structure of the Convolutional Neural Network -- 13.4 The Application of Deep Learning Algorithm Based on Convolutional Neural Network -- 13.4.1 Application in the Field of Natural Language Processing -- 13.4.2 Application in the Field of Image Recognition -- 13.4.3 Application in the Field of Speech Recognition -- 13.5 The Conclusion -- References -- 14 Object Attribute Recognition Based on Hard Negative Mining and Convolutional Neural Network -- 14.1 Introduction. , 14.2 Object Location Based on Improved Faster R-CNN Model -- 14.2.1 Hard Negative Mining Strategy -- 14.2.2 OHEM-Faster R-CNN Object Location Model -- 14.3 Object Attribute Recognition Method Based on Improved Cascade Convolution Neural Network Model CS-CNN Model -- 14.3.1 Improved Activation Function and Loss Function -- 14.3.2 Improved CS-CNN Model Object Attribute Recognition Method -- 14.4 Experimental Simulations -- 14.4.1 Model Parameters -- 14.4.2 Experimental Simulations of Object Location -- 14.4.3 Contrastive Experimental Simulations of Object Attribute Recognition -- 14.5 Conclusion -- References -- 15 Research on Intelligent Identification Method of Power Equipment Based on Deep Learning -- 15.1 Introduction -- 15.1.1 Background -- 15.1.2 Purpose and Significance -- 15.1.3 Summary of Research Level at Home and Abroad -- 15.2 Solutions and Key Technologies -- 15.2.1 Power Equipment Image Processing and Feature Extraction -- 15.2.2 Power Equipment Classification -- 15.2.3 Establish a Standardized Image Analysis Library -- 15.3 Conclusion -- References -- 16 Chinese Color Name Identification from Images Using a Convolutional Neural Network -- 16.1 Introduction -- 16.2 Color Vocabulary Labeled Data Set -- 16.3 The Model of Color Recognition -- 16.3.1 Design of Multi-label Convolutional Neural Networks -- 16.3.2 Evaluation Criteria -- 16.3.3 Choosing the Appropriate Threshold -- 16.4 Conclusion -- References -- 17 Research and Design of a Key Technology for Accelerating Convolution Computation for FPGA-Based CNN -- 17.1 Introduction to Relevant Theories -- 17.1.1 Introduction to Convolution Neural Network -- 17.1.2 The Training Process -- 17.2 SpNet Model -- 17.3 Research on Correlation Algorithm Research -- 17.3.1 Im2col Algorithm -- 17.3.2 Strassen Algorithm -- 17.3.3 Improved Strassen Algorithm. , 17.4 An Accelerated Convolution Calculation Scheme Based on FPGA -- 17.4.1 Design of Training Architecture of Convolutional Neural Network Based on FPGA -- 17.4.2 Design and Implementation of Convolution Computing Module -- 17.4.3 Testing the Convolutional Neural Network -- 17.5 Summary -- References -- 18 Research on Voice Mark Recognition Algorithms Based on Optimized BP Neural Network -- 18.1 Introduction -- 18.2 Wavelet Transform of Voice Signal -- 18.3 Basic Conception of BP-GA -- 18.3.1 Construction of BP Neural Network VoicePrint Recognition -- 18.4 Design of Genetic Algorithm -- 18.5 Simulation Analyses of an Example with BP-GA Algorithm -- 18.6 Conclusions -- References -- 19 Single Image Super Resolution via Deep Convolutional Dual Upscaling Branches with Different Focus -- 19.1 Introduction -- 19.2 Related Works -- 19.2.1 Variant Shortcuts -- 19.2.2 Skillfully Nesting Modules -- 19.3 Proposed Method -- 19.3.1 The Entire Structure -- 19.3.2 Residual Learning Branch -- 19.3.3 Planar Component Branch -- 19.3.4 Mathematical Formulation -- 19.4 Experimental Results -- 19.4.1 Datasets -- 19.4.2 Parameters Settings -- 19.4.3 Results and Comparisons -- 19.4.4 Ablation Analysis -- 19.5 Conclusions -- References -- 20 Human Heart Model Rendering Based on BRDF Algorithm -- 20.1 Introduction -- 20.2 Theoretical Research and Experimental Methods -- 20.2.1 Theoretical Research -- 20.2.2 Experimental Method -- 20.3 Experimental Results -- 20.3.1 Experimental Conditions -- 20.3.2 Rendering Results and Analysis -- 20.4 Conclusions and Discussion -- References -- 21 Level Set Segmentation Algorithm for Cyst Images with Intensity Inhomogeneity -- 21.1 Introduction -- 21.2 C-V Model -- 21.3 Improved C-V Level Set Model -- 21.3.1 Local Information -- 21.3.2 Speed Function -- 21.3.3 Overall Energy Functional -- 21.4 Experimental Results and Analysis. , 21.5 Conclusion.
    Standort Signatur Einschränkungen Verfügbarkeit
    BibTip Andere fanden auch interessant ...
  • 17
    Online-Ressource
    Online-Ressource
    Berlin, Heidelberg :Springer Berlin / Heidelberg,
    Schlagwort(e): Electronic data processing -- Distributed processing. ; Electronic books.
    Beschreibung / Inhaltsverzeichnis: This book examines leading research and developments in Internet technology, including contributions from academic researchers as well as industry experts discussing new paradigms in Software, Protocols, Supply Chain Management, Security and Cloud Computing.
    Materialart: Online-Ressource
    Seiten: 1 online resource (83 pages)
    Ausgabe: 1st ed.
    ISBN: 9783642354618
    Serie: Advances in Intelligent Systems and Computing Series ; v.203
    Sprache: Englisch
    Anmerkung: Title Page -- Preface -- Contents -- Enhanced Mobile Ad hoc Routing Protocol Using Cross Layer Design in Wireless Sensor Networks -- Introduction -- Theory -- IEEE 802.15.4 Standard -- Ad hoc On-Demand Distance Vector (AODV) Protocol -- Cross Layer Design -- Propose Energy Weigh - AODV Protocol -- The Simulation -- Result and Performance Analysis -- Conclusion -- References -- Decision Support in Supply Chain Management for Disaster Relief in Somalia -- Introduction -- The Importance of Disaster Management -- Somalia as a Case Study -- Literature Review -- Problem Variants -- Existing Solutions -- Preemptive Multiobjective Programming -- Research Methodology -- Preemptive Optimization -- Data Gathering -- Results and Findings -- Conclusion and Future Work -- References -- Challenges in Cloud Environment -- System Quality Attributes -- Portability -- Recoverability -- Maintainability -- Transparency and Control -- Security -- OS Support -- RHEL Migration on AWS Cloud - An Experience -- Amazon as-is Architecture -- Migration from DevPay to Hourly on Demand -- Infrastructure as Code -- Recommendations -- Manageability -- Configurability -- Maintainability -- Portability -- Conclusion -- Challenges on Amazon Cloud in Load Balancing, Performance Testing and Upgrading -- Hosting a Web Application on Cloud -- Issues with Traditional Infrastructure -- Typical Web Application Topology -- Web Application on AWS -- Components Used -- Learning and Recommendations -- Load Balancers -- Auto Discovery of EC2 Nodes -- Performance Testing Environment -- Application Setup -- Load Generation Strategy -- Measurable Parameters -- Test Results -- Observations -- Recommendation -- Learning -- Conclusion -- A Rule-Based Approach for Effective Resource Provisioning in Hybrid Cloud Environment -- Introduction -- Objectives -- Resource Manager -- Related Work. , Rule Based Resource Manager -- Experimental Evaluation -- Conclusion -- References -- Browser Based IDE to Code in the Cloud -- Introduction -- Cloud Computing -- Integrated Development Environment -- Browser Based Integrated Development Environment -- Real Time Collaboration -- Forums -- Technical Blogs -- Existing Browser Based Coding Environment -- Cloud9 IDE -- CodeRun Studio [7] -- Eclipse Orion [8] -- Ideone -- eXo Cloud IDE -- Proposed System -- Design -- Real Time Collaboration -- Integrated Forum -- Technical Blogs -- Conclusion -- Zero Knowledge Password Authentication Protocol -- Introduction -- Motivation -- Contribution -- Organization of Paper -- Notations and Definitions -- Notations -- Definitions -- Relevance to Prior Work -- Cryptographic Primitives -- The Proposed Security Protocol : Zero Knowledge Password Authentication Protocol (ZK-PAP) -- ZK-PAP with PKE -- Conclusion -- References -- Author Index.
    Standort Signatur Einschränkungen Verfügbarkeit
    BibTip Andere fanden auch interessant ...
  • 18
    Online-Ressource
    Online-Ressource
    Singapore :Springer Singapore Pte. Limited,
    Schlagwort(e): Blockchains (Databases). ; Electronic books.
    Materialart: Online-Ressource
    Seiten: 1 online resource (244 pages)
    Ausgabe: 1st ed.
    ISBN: 9789813364707
    Serie: Smart Innovation, Systems and Technologies Series ; v.219
    DDC: 658.05574
    Sprache: Englisch
    Anmerkung: Intro -- Preface -- Editorial -- Contents -- About the Editors -- 1 Introduction to Blockchain Evolution, Architecture and Application with Use Cases -- 1.1 Layman's Introduction to Blockchain -- 1.2 The Blockchain Technology -- 1.3 Types of Blockchain -- 1.4 Evolution of Blockchain -- 1.4.1 Blockchain 1.0: Programmable Money and Cryptocurrencies -- 1.4.2 Blockchain 2.0: Smart Contracts -- 1.4.3 Blockchain 3.0: Decentralised Web -- 1.5 Ledger System for Blockchain -- 1.5.1 Centralized Ledger Systems -- 1.5.2 Distributed Ledger Systems -- 1.6 Layers of Blockchain -- 1.6.1 Hardware or Infrastructure Layer -- 1.6.2 Data Layer -- 1.6.3 Network Layer -- 1.6.4 Consensus Layer -- 1.6.5 Application Layer -- 1.7 Use Cases and Applications of Blockchain -- 1.8 Development Tools for Blockchain -- 1.9 Summary -- References -- 2 Blockchain: A Technology in Search of Legitimacy -- 2.1 Introduction -- 2.2 Theoretical Background -- 2.3 Research Design and Methodology -- 2.4 Results -- 2.5 Discussion and Conclusion -- References -- 3 Using Blockchain in Intermittently Connected Network Environments -- 3.1 Introduction -- 3.2 Overview of Delay Tolerant Networks -- 3.2.1 Features -- 3.2.2 Architecture -- 3.2.3 Routing -- 3.2.4 Applications -- 3.3 Rudimentary Elements of Blockchain -- 3.3.1 Blocks -- 3.3.2 Transaction -- 3.3.3 Mining -- 3.3.4 Ethereum and Smart Contracts -- 3.4 Integration of Blockchain Technology with DTNs -- 3.4.1 System Components -- 3.4.2 Generation and Transmission of Shelter Needs -- 3.4.3 Need Validation and Creation of Local Blockchain -- 3.4.4 Block Conversion Through API -- 3.4.5 Mining Blocks and Deploying to Global Blockchain -- 3.5 Open Research Areas -- 3.6 Conclusion -- References -- 4 Slaying the Crypto Dragons: Towards a CryptoSure Trust Model for Crypto-economics -- 4.1 Introduction: Blockchain and the Right to Be Forgotten. , 4.2 The New 'Crypto-economy'-A Fraudsters' Playground? -- 4.3 Blockchain: Sceptical ICT Professionalism and Legal Due Diligence -- 4.4 The Need for Trusted Third Parties and for Probative Electronic Evidence -- 4.5 Towards a CryptoSure Trust Model for Crypto-economics -- 4.6 Conclusions: Blockchain Versus Trust-The Expert Issues in Disputes Over Crypto Assets -- 5 Decentralized Governance for Smart Contract Platform Enabling Mobile Lite Wallets Using a Proof-of-Stake Consensus Algorithm -- 5.1 Introduction -- 5.2 Preliminaries for Qtum Decentralized Blockchain Governance -- 5.3 Qtum Basic Requirement Sets for Decentralized Governance -- 5.3.1 UTXO Versus Account Model -- 5.3.2 Consensus Management -- 5.3.3 Mutualized Proof-of-Stake -- 5.3.4 AAL and EVM Integration -- 5.4 Scalability Extension of the Virtual Machine Through Decentralized Governance -- 5.4.1 Qtum Transaction Processing Using Virtual Machine -- 5.4.2 Decentralised Governance Protocol -- 5.5 Qtum Account Abstraction Layer -- 5.6 Discussion of the Technical Governance Realization -- 5.6.1 Hard fork Update -- 5.6.2 Qtum X86 Virtual Machine -- 5.7 Conclusions -- References -- 6 Blockchain Technology: Security and Privacy Issues -- 6.1 Introduction -- 6.2 Distributed Ledger Technology -- 6.2.1 Blockchain Benefits -- 6.2.2 How Blockchain Works -- 6.2.3 Consensus Algorithms -- 6.3 Blockchain Pros and Cons -- 6.4 Applications of Blockchain -- 6.4.1 Blockchain 1.0 -- 6.4.2 Blockchain 2.0 -- 6.5 Blockchain Security Issues -- 6.5.1 Cryptojacking Attacks -- 6.5.2 51% Attack -- 6.5.3 Smart Contract Attacks -- 6.6 Discussion -- 6.6.1 Voting and Blockchain -- 6.6.2 Energy and Blockchain -- 6.6.3 Web 3.0 and Blockchain -- 6.7 Conclusions -- References -- 7 Personal Data Protection in Blockchain with Zero-Knowledge Proof -- 7.1 Introduction -- 7.2 Related Works -- 7.3 Background About Blockchain. , 7.4 Personal Data Protection and Blockchain -- 7.5 Zero-Knowledge Proof on Blockchain -- 7.5.1 Zerocoin Protocol -- 7.5.2 Zerocash Protocol -- 7.5.3 Zcash and Zk-SNARK -- 7.6 Conclusion -- References -- 8 Design and Verification of Privacy Patterns for Business Process Models -- 8.1 Introduction -- 8.2 A Privacy-Aware System Using Blockchain -- 8.2.1 Scenario: A Cloud-Based Order System -- 8.3 GDPR Verification -- 8.3.1 Design Time Verification -- 8.3.2 Runtime Verification -- 8.4 Experimental Results -- 8.4.1 Evaluation of Design Time Verification -- 8.4.2 Evaluation of Runtime Verification -- 8.5 Conclusion -- References -- 9 Blockchain Technology in Energy Field: Opportunities and Challenges -- 9.1 Introduction -- 9.2 Blockchain Solutions for Energy Internet -- 9.3 Application Scenarios of Blockchain Technology in the Energy Industry -- 9.4 Challenges -- 9.5 Conclusions -- References -- 10 BlockChainTechnology for Energy Transition -- 10.1 Introduction -- 10.2 What Is the "Energy Transition"? -- 10.2.1 Business Models in the Energy Sector -- 10.2.2 New Business Models for Energy Transition -- 10.3 BlockChain and Smart Contracts in the Energy Sector -- 10.3.1 Types of Applications of BlockChain and Smart Contracts in the Energy Sector -- 10.3.2 New Business Models Enabled by BlockChain in the Energy Market -- 10.3.3 Risks and Issues Related to BlockChain and Smart Contracts -- 10.4 The Framework -- 10.4.1 The Business Model Canvas -- 10.4.2 The Use Case Selection -- 10.4.3 Impact Analysis of the Two Selected Use Cases -- 10.4.4 The Business Models for the Use Cases -- 10.4.5 Microgrid Business Model (Elaborated After the Workshop) -- 10.4.6 Discussion of the Results -- 10.5 Current Trends and Future Scenarios -- 10.5.1 P2P Distributed Energy Trading for Residential Microgrids. , 10.5.2 Bridging Industrial and Residential Microgrids Through Electric Vehicles -- 10.6 Conclusions -- References -- 11 The Feasibility and Significance of Employing Blockchain-Based Identity Solutions in Health Care -- 11.1 Introduction -- 11.2 A Brief History of Identities in the Digital Age -- 11.2.1 Fully Centralized Identity Management -- 11.2.2 Federated Identity Management -- 11.2.3 User-Centric Identity Management -- 11.3 The Main Ideas Behind Decentralized Identity Management -- 11.3.1 Decentralized Identifier Based on Blockchain -- 11.3.2 Zero-Knowledge Proof -- 11.3.3 Decentralized Blockchains and the Internet -- 11.4 The Technical Architecture of Decentralized Identity Management -- 11.4.1 Architecture Overview -- 11.4.2 Blockchain-Based DID Service -- 11.4.3 Standardization of DIDs -- 11.4.4 Examples of DID Frameworks -- 11.5 The Potential of Applying Blockchain-Based DID Solutions in Health Care -- 11.5.1 Addressing the Patient Mismatching Problem -- 11.5.2 Facilitating Patient Recruitment in Clinical Research Using DID -- 11.5.3 The Safer Use of Medical Devices -- 11.5.4 Limitations Facing Current Blockchain-Based DID Solutions -- 11.6 Conclusion -- References -- 12 Toward eHealth with Blockchain: Success Factors for Crowdfunding with ICOs -- 12.1 Introduction -- 12.2 Theoretical Background -- 12.2.1 eHealth -- 12.2.2 Initial Coin Offerings (ICOs) and Blockchain -- 12.2.3 Signaling Theory -- 12.3 Research Method -- 12.3.1 Related Work -- 12.4 Research Hypotheses -- 12.4.1 Data and Variables -- 12.5 Results and Discussion -- 12.5.1 Descriptive Statistics of the ICO Data -- 12.5.2 Multivariate Analysis of the Factors Influencing the Success -- 12.6 Discussion -- 12.7 Conclusion -- References -- 13 Blockchain Track and Trace System (BTTS) for Pharmaceutical Supply Chain -- 13.1 Introduction -- 13.2 Related Works. , 13.3 Overview of Bitcoin, Blockchain Platforms and Smart Contracts -- 13.4 The Proposal Model -- 13.4.1 Structure of Blockchain Track and Trace System (BTTS) -- 13.4.2 The Proposed Smart Contracts -- 13.5 Conclusion and Future Works -- References.
    Standort Signatur Einschränkungen Verfügbarkeit
    BibTip Andere fanden auch interessant ...
  • 19
    Online-Ressource
    Online-Ressource
    Cham :Springer International Publishing AG,
    Schlagwort(e): Paleobiology-India. ; Plate tectonics-India. ; Electronic books.
    Materialart: Online-Ressource
    Seiten: 1 online resource (472 pages)
    Ausgabe: 1st ed.
    ISBN: 9783030497538
    Serie: Vertebrate Paleobiology and Paleoanthropology Series
    Sprache: Englisch
    Anmerkung: Intro -- Foreword -- References -- Preface -- Contents of the Volume -- References (those listed in Prof. Ashok Sahni's bibliography below are not included here) -- Bibliography of Ashok Sahni -- Contents -- Contributors -- 1 First Ornithischian and Theropod Dinosaur Teeth from the Middle Jurassic Kota Formation of India: Paleobiogeographic Relationships -- Abstract -- Introduction -- Geological Setting -- Age -- Methods and Materials -- Locality Information -- Fossils Collected -- Institutional Abbreviations -- Systematic Paleontology -- Discussion -- Biogeographic Links of the Kota Vertebrate Fauna -- Conclusions -- Acknowledgements -- References -- 2 Upper Gondwana (Jurassic to Early Cretaceous) Palynoflora of India: Its Correlation with Other Gondwana Continents and Phytogeographical Implications -- Abstract -- Introduction -- Geological Setting and Lithostratigraphy -- Jurassic -- Early Cretaceous -- Palynosequencing of the Jurassic and Early Cretaceous Deposits -- Jurassic -- Inter-basinal Correlation -- Jurassic-Cretaceous Boundary -- Early Cretaceous -- Inter-basinal Correlation -- Tectonics Versus Eustasy -- Intra-Gondwanan Correlation -- Paleovegetation and Paleoenvironment -- Phytogeography -- Conclusions -- Acknowledgements -- References -- 3 A Third, Remarkably Small, Tribosphenic Mammal from the Mesozoic of Australia -- Abstract -- Introduction -- Methods -- Type Locality -- Type Horizon, Rock Unit and Age -- Institutional Abbreviation -- Systematic Paleontology -- Discussion and Conclusions -- Acknowledgements -- References -- 4 Evidence for a Remarkably Large Toothed-Monotreme from the Early Cretaceous of Lightning Ridge, NSW, Australia -- Abstract -- Introduction -- Institutional Abbreviations -- Systematic Paleontology -- Conclusions -- Acknowledgements -- References. , 5 Role of Plate Tectonics and Global Climate Change in the Evolution of Angiosperms -- Abstract -- Introduction -- Palynological Records -- Pre-cretaceous Records -- Early Cretaceous Records -- Late Cretaceous Records -- Discussion -- Evolution of Angiosperm -- Angiosperm Evolution versus Tectonics -- Paleobotanical Records of Angiosperm Evolution -- Future Prospects -- Acknowledgements -- References -- 6 Anuran Lissamphibian and Squamate Reptiles from the Upper Cretaceous (Maastrichtian) Deccan Intertrappean Sites in Central India, with a Review of Lissamphibian and Squamate Diversity in the Northward Drifting Indian Plate -- Abstract -- Introduction -- Repository -- Systematic Paleontology -- Taxonomic Status of Amphibians and Squamates from the Maastrichtian of India: An Overview -- Amphibians -- Squamates -- Comparison with the Anuran and Squamate Diversities in Other Continents -- Conclusions -- Acknowledgements -- References -- 7 Chelonian Pelomedusoides Remains from the Late Cretaceous of Upparhatti (Southwestern India): Systematics and Paleobiogeographical Implications -- Abstract -- Introduction -- Geology -- Turtle Yielding Cretaceous Localities of India -- Southwestern India -- Upparhatti, Belgaum District, Karnataka State (Fig. 7.1G) -- Western India -- Worli Hill (Fig. 7.1C) -- Amboli (Fig. 7.1B) -- Lakshmipur, Kachchh, Gujarat State (Fig. 7.1A) -- Central India -- Kisalpuri, Dindori District, Madhya Pradesh State (Fig. 7.1D) -- Pisdura Area, Chandrapur District, Maharashtra State (Fig. 7.1F). -- Dongargaon, Chandrapur District, Maharashtra State (Fig. 7.1F) -- Southeastern India -- Kunnam Locality, Perambalur District., Tamil Nadu State (Fig. 7.1H) -- Kallamedu Locality -- Material and Methods -- Abbreviations -- Systematic Paleontology -- Discussion -- Conclusion -- Taxonomic Implications -- Paleobiogeographical Implications. , Acknowledgements -- Appendix: Other Horizons of the Indian Subcontinent (Outside India) from Which a Pleurodiran was Documented -- References -- 8 The Age of Dinosaurs in the Land of Gonds -- Abstract -- Introduction -- Dinosaurs in Gondwana and Post-Gondwana Formations -- Dawn: The Beginnings of Dinosaurs in the Late Triassic -- Discovery of Indian Dinosaurs -- Lower Maleri Formation (Late Carnian-Early Norian) -- Upper Maleri Formation (Late Norian) -- Lower Dharmaram Formation (Rhaetian) -- End-Triassic Mass Extinction Event -- Day: Triumph of the Dinosaurs in the Jurassic -- Upper Dharmaram Formation (Early Jurassic, Hettangian) -- Lower Kota Formation (Sinemurian-Toarcian) -- Upper Kota Formation -- Upper Jurassic Bagra Formation -- Origin and Early Evolution of Sauropodomorpha -- Evening: Dinosaurs in the Drifting Indian Plate During the Cretaceous -- Nimar Sandstone (Cenomanian-Turonian) -- Lameta Formation (Maastrichtian) -- A Passage to India: Discovery of Cretaceous Dinosaurs -- The Lameta Dinosaurs -- Titanosaurs -- Abelisaurs -- Ankylosaurs -- Kallamedu Formation -- Dinosaur Eggs and Babies -- Dinosaur Coprolites and Food Preference -- Night: Death of the Dinosaurs -- Asteroid Impacts -- Chicxulub Crater, Yucatan Peninsula, Mexico -- Shiva Crater, Mumbai Offshore Basin, India -- Killing Mechanism -- Deccan Volcanism -- Impact-Induced Volcanism -- Aftermath of the K-Pg Extinction -- Acknowledgements -- References -- 9 Leaving Gondwana: The Changing Position of the Indian Subcontinent in the Global Faunal Network -- Abstract -- Introduction -- Methods -- Faunal Similarity Networks -- Global Patterns -- Data Collection -- Results and Discussion -- The Late Cretaceous of the Indian Subcontinent -- The Paleocene of the Indian Subcontinent -- The Eocene of the Indian Subcontinent -- Global Faunal Network of the Cretaceous and Paleogene. , Density, Centrality, and Modularity -- A Theoretical Paleocene Fauna from the Indian Subcontinent -- Conclusions -- Acknowledgments -- Appendix 1: Data and Bins -- Appendix 2: Faunal Network Function -- References -- 10 Island Africa and Vertebrate Evolution: A Review of Data and Working Hypotheses -- Abstract -- Introduction -- The Native African Fauna (Fig. 10.2) -- The Fauna of the Island Africa -- The Fate of the Native Fauna (Fig. 10.2) -- The Island Africa: an Underpopulated Biotic Province? -- Colonization of Island Africa by Newcomers (Figs. 10.4, 10.5) -- Africa as a Secondary Cradle -- The End of Isolation of Africa -- Conclusions -- Acknowledgements -- References -- 11 Contrasting Biomarker Signatures of Cretaceous and Early Paleogene Coal-Bearing Sediments During the Northward Flight of India -- Abstract -- Introduction -- Material and Methods -- Sampling -- Analytical Method -- Results -- Terpenoid Composition of Early Cretaceous Sediments -- Aliphatic Fraction -- Aromatic Fraction -- Terpenoid Composition of Eocene Sediments -- Aliphatic Fraction -- Aromatic Fraction -- Discussion -- Inferences from Early Cretaceous Terpenoids -- Inferences from Eocene Terpenoids -- Implications for Early Cretaceous and Eocene Vegetation of India -- Conclusions -- Acknowledgements -- References -- 12 New Specimens of Frugivastodon (Mammalia: Apatotheria) from the Early Eocene of India Confirm Its Apatemyid Status and Elucidate Dispersal of Apatemyidae -- Abstract -- Introduction -- Material and Methods -- Abbreviations -- Institutional Abbreviations -- Measurements -- Systematic Paleontology -- Phylogenetic Analysis -- Objectives and Methodology -- Results -- Discussion -- Discussion -- Relationships of Frugivastodon -- Geographic Origin of Frugivastodon and the Dispersal of Apatemyids -- Conclusions -- Acknowledgements -- References. , 13 Size Variation Amongst the Non-volant Mammals from the Early Eocene Cambay Shale Deposits of Western India: Paleobiogeographic implications -- Abstract -- Introduction -- Methodology -- Timing of India-Eurasia Collision -- A Brief Historical Background of Biogeographically Important Vertebrate Fossil Record (Including Mammals) from the Cretaceous-Paleogene (K-Pg) Interval of India -- Age of the Cambay Shale Mammals -- Size Variation Amongst the Non-volant Mammalian Groups Known from the Cambay Shale -- Evolutionary Relationship(s) of the Large-Sized Component (Perissodactyls) from the Cambay Shale -- Discussion -- Caveats -- Acknowledgements -- Appendix -- References -- 14 Indohyus, Endemic Radiation of Raoellid Artiodactyls in the Eocene of India and Pakistan -- Abstract -- Introduction -- Materials and Methods -- Acronyms -- Systematic Paleontology -- Discussion -- References -- 15 The Murine Cradle -- Abstract -- Introduction -- Previous Work -- Materials and Methods -- Systematics -- Great Morphological Variation of Early Murines -- Early Murine Evolution in the Semi-isolated Cradle of the Indian Subcontinent -- Interpretation -- Acknowledgments -- References -- 16 New Data on the Siwalik Murines, Rhizomyines and Ctenodactylines (Rodentia) from the Indian Subcontinent -- Abstract -- Introduction -- Previous Work -- Muridae -- Spalacidae -- Ctenodactylidae -- Material and Methods -- Systematics -- Phylogenetic Analyses -- Characters -- Spalacids -- Characters -- Paleobiogeography -- Conclusions -- Acknowledgements -- References -- 17 Dispersal of Miocene Hominoids (and Pliopithecoids) from Africa to Eurasia in Light of Changing Tectonics and Climate -- Abstract -- Introduction -- Hominoid Systematics -- The First Eurasian Apes: Early Catarrhine Dispersals Out of Africa in the Miocene. , How Many Transcontinental Ape Dispersal Events Occurred and Between Which Continents? Biogeographic Links to Phylogeny, Tectonics, and Climate.
    Standort Signatur Einschränkungen Verfügbarkeit
    BibTip Andere fanden auch interessant ...
  • 20
    Online-Ressource
    Online-Ressource
    Cham :Springer International Publishing AG,
    Schlagwort(e): Engineering economy. ; Electronic books.
    Materialart: Online-Ressource
    Seiten: 1 online resource (506 pages)
    Ausgabe: 1st ed.
    ISBN: 9783319509204
    Serie: Modeling and Optimization in Science and Technologies Series ; v.10
    DDC: 003.3
    Sprache: Englisch
    Anmerkung: Intro -- Preface -- Contents -- Contributors -- Members of Review Board -- The Nature of Nature: Why Nature-Inspired Algorithms Work -- 1 Introduction: How Nature Works -- 2 The Nature of Nature -- 2.1 Fitness Landscape -- 2.2 Graphs and Phase Changes -- 3 Nature-Inspired Algorithms -- 3.1 Genetic Algorithm -- 3.2 Ant Colony Optimization -- 3.3 Simulated Annealing -- 3.4 Convergence -- 4 Dual-Phase Evolution -- 4.1 Theory -- 4.2 GA -- 4.3 Ant Colony Optimization -- 4.4 Simulated Annealing -- 5 Evolutionary Dynamics -- 5.1 Markov Chain Models -- 5.2 The Replicator Equation -- 6 Generalized Local Search Machines -- 6.1 The Model -- 6.2 SA -- 6.3 GA -- 6.4 ACO -- 6.5 Discussion -- 7 Conclusion -- References -- Multimodal Function Optimization Using an Improved Bat Algorithm in Noise-Free and Noisy Environments -- 1 Introduction -- 2 Improved Bat Algorithm -- 3 IBA for Multimodal Problems -- 3.1 Parameter Settings -- 3.2 Test Functions -- 3.3 Numerical Results -- 4 Performance Comparison of IBA with Other Algorithms -- 5 IBA Performance in AWGN -- 5.1 Numerical Results -- 6 Conclusions -- References -- Multi-objective Ant Colony Optimisation in Wireless Sensor Networks -- 1 Introduction -- 2 Multi-objective Combinatorial Optimisation Problems -- 2.1 Combinatorial Optimisation Problems -- 2.2 Multi-objective Combinatorial Optimisation Problems -- 2.3 Pareto Optimality -- 2.4 Decision-Making -- 2.5 Solving Combinatorial Optimisation Problems -- 3 Multi-objective Ant Colony Optimisation -- 3.1 Origins -- 3.2 Multi-objective Ant Colony Optimisation -- 4 Applications of MOACO Algorithms in WSNs -- 5 Conclusion -- References -- Generating the Training Plans Based on Existing Sports Activities Using Swarm Intelligence -- 1 Introduction -- 2 Artificial Sports Trainer -- 3 Generating the Training Plans -- 3.1 Preprocessing -- 3.2 Optimization Process. , 4 Experiments -- 5 Conclusion with Future Ideas -- References -- Limiting Distribution and Mixing Time for Genetic Algorithms -- 1 Introduction -- 2 Preliminaries -- 2.1 Random Search and Markov Chains -- 2.2 Boltzmann Distribution and Simulated Annealing -- 3 Expected Hitting Time as a Means of Comparison -- 3.1 ``No Free Lunch'' Considerations -- 4 The Holland Genetic Algorithm -- 5 A Simple Genetic Algorithm -- 6 Shuffle-Bit GA -- 6.1 Results -- 6.2 Estimate of Expected Hitting Time -- 7 Discussion and Future Work -- References -- Permutation Problems, Genetic Algorithms, and Dynamic Representations -- 1 Introduction -- 2 Problem Descriptions -- 2.1 Bin Packing Problem -- 2.2 Graph Colouring Problem -- 2.3 Travelling Salesman Problem -- 3 Previous Work on Small Travelling Salesman Problem Instances -- 4 Algorithms -- 4.1 2-Opt -- 4.2 Lin--Kernighan -- 4.3 Genetic Algorithm Variations -- 4.4 Representation -- 5 Experimental Design -- 5.1 Bin Packing Problem -- 5.2 Graph Colouring Problem -- 5.3 Travelling Salesman Problem -- 6 Results and Discussion -- 6.1 Bin Packing Problem -- 6.2 Graph Colouring Problem -- 6.3 Travelling Salesman Problem -- 7 Conclusions -- References -- Hybridization of the Flower Pollination Algorithm---A Case Study in the Problem of Generating Healthy Nutritional Meals for Older Adults -- 1 Introduction -- 2 Background -- 2.1 Optimization Problems -- 2.2 Meta-Heuristic Algorithms -- 3 Literature Review -- 4 Problem Definition -- 4.1 Search Space and Solution Representation -- 4.2 Fitness Function -- 4.3 Constraints -- 5 Hybridizing the Flower Pollination Algorithm for Generating Personalized Menu Recommendations -- 5.1 Hybrid Flower Pollination-Based Model -- 5.2 Flower Pollination-Based Algorithms for Generating Personalized Menu Recommendations. , 5.3 The Iterative Stage of the Hybrid Flower Pollination-Based Algorithm for Generating Healthy Menu Recommendations -- 6 Performance Evaluation -- 6.1 Experimental Prototype -- 6.2 Test Scenarios -- 6.3 Setting the Optimal Values of the Algorithms' Adjustable Parameters -- 6.4 Comparison Between the Classical and Hybrid Flower Pollination-Based Algorithms -- 7 Conclusions -- References -- Nature-inspired Algorithm-based Optimization for Beamforming of Linear Antenna Array System -- 1 Introduction -- 2 Problem Formulation -- 3 Flower Pollination Algorithm [55] -- 3.1 Global Pollination: -- 3.2 Local Pollination: -- 3.3 Pseudo-code for FPA: -- 4 Simulation Results -- 4.1 Optimization of Hyper-Beam by Using FPA -- 4.2 Comparisons of Accuracies Based on t test -- 5 Convergence Characteristics of Different Algorithms -- 6 Conclusion -- 7 Future Research Topics -- References -- Multi-Agent Optimization of Resource-Constrained Project Scheduling Problem Using Nature-Inspired Computing -- 1 Introduction -- 1.1 Multi-agent System -- 1.2 Scheduling -- 1.3 Nature-Inspired Computing -- 2 Resource-Constrained Project Scheduling Problem -- 3 Various Nature-Inspired Computation Techniques for RCPSP -- 3.1 Particle Swarm Optimization (PSO) -- 3.2 Particle Swarm Optimization (PSO) for RCPSP -- 3.3 Ant Colony Optimization (ACO) -- 3.4 Ant Colony Optimization (ACO) for RCPSP -- 3.5 Shuffled Frog-Leaping Algorithm (SFLA) -- 3.6 Shuffled Frog-Leaping Algorithm (SFLA) for RCPSP -- 3.7 Multi-objective Invasive Weed Optimization -- 3.8 Multi-objective Invasive Weed Optimization for MRCPSP -- 3.9 Discrete Flower Pollination -- 3.10 Discrete Flower Pollination for RCPSP -- 3.11 Discrete Cuckoo Search -- 3.12 Discrete Cuckoo Search for RCPSP -- 3.13 Multi-agent Optimization Algorithm (MAOA) -- 4 Proposed Approach -- 4.1 RCPSP for Retail Industry. , 4.2 Cooperative Hunting Behaviour of Lion Pride -- 5 A Lion Pride-Inspired Multi-Agent System-Based Approach for RCPSP -- 6 Conclusion -- References -- Application of Learning Classifier Systems to Gene Expression Analysis in Synthetic Biology -- 1 Introduction -- 2 Learning Classifier Systems: Creating Rules that Describe Systems -- 2.1 Basic Components -- 2.2 Michigan- and Pittsburgh-style LCS -- 3 Examples of LCS -- 3.1 Minimal Classifier Systems -- 3.2 Zeroth-level Classifier Systems -- 3.3 Extended Classifier Systems -- 4 Synthetic Biology: Designing Biological Systems -- 4.1 The Synthetic Biology Design Cycle -- 4.2 Basic Biological Parts -- 4.3 DNA Construction -- 4.4 Future Applications -- 5 Gene Expression Analysis with LCS -- 6 Optimization of Artificial Operon Structure -- 7 Optimization of Artificial Operon Construction by Machine Learning -- 7.1 Introduction -- 7.2 Artificial Operon Model -- 7.3 Experimental Framework -- 7.4 Results -- 7.5 Conclusion -- 8 Summary -- References -- Ant Colony Optimization for Semantic Searching of Distributed Dynamic Multiclass Resources -- 1 Introduction -- 2 P2p Search Strategies -- 3 Nature-Inspired Ant Colony Optimization -- 4 Nature-Inspired Strategies in Dynamic Networks -- 4.1 Network Dynamism Inefficiency -- 4.2 Solution Framework -- 4.3 Experimental Evaluation -- 5 Nature-Inspired Strategies of Semantic Nature -- 5.1 Semantic Query Inefficiency -- 5.2 Solution Framework -- 5.3 Experimental Evaluation -- 6 Conclusions and Future Developments -- References -- Adaptive Virtual Topology Control Based on Attractor Selection -- 1 Introduction -- 2 Related Work -- 3 Attractor Selection -- 3.1 Concept of Attractor Selection -- 3.2 Cell Model -- 3.3 Mathematical Model of Attractor Selection -- 4 Virtual Topology Control Based on Attractor Selection -- 4.1 Virtual Topology Control. , 4.2 Overview of Virtual Topology Control Based on Attractor Selection -- 4.3 Dynamics of Virtual Topology Control -- 4.4 Attractor Structure -- 4.5 Dynamic Reconfiguration of Attractor Structure -- 5 Performance Evaluation -- 5.1 Simulation Conditions -- 5.2 Dynamics of Virtual Topology Control Based on Attractor Selection -- 5.3 Adaptability to Node Failures -- 5.4 Effects of Noise Strength -- 5.5 Effects of Activity -- 5.6 Effects of Reconfiguration Methods of Attractor Structure -- 6 Conclusion -- References -- CBO-Based TDR Approach for Wiring Network Diagnosis -- 1 Introduction -- 2 The Proposed TDR-CBO-Based Approach -- 2.1 Problem Formulation -- 2.2 The Forward Model -- 2.3 Colliding Bodies Optimization (CBO) -- 3 Applications and Results -- 3.1 The Y-Shaped Wiring Network -- 3.2 The YY-shaped Wiring Network -- 4 Conclusion -- References -- Morphological Filters: An Inspiration from Natural Geometrical Erosion and Dilation -- 1 Natural Geometrical Inspired Operators -- 2 Mathematical Morphology -- 2.1 Morphological Filters -- 3 Morphological Operators and Set Theory -- 3.1 Sets and Corresponding Operators -- 3.2 Basic Properties for Morphological Operators -- 3.3 Set Dilation and Erosion -- 3.4 A Geometrical Interpretation of Dilation and Erosion Process -- 3.5 Direct Effect of Edges and Borders on the Erosion and Dilation -- 3.6 Closing and Opening -- 3.7 A Historical Review to Definitions and Notations -- 4 Practical Interpretation of Binary Opening and Closing -- 5 Morphological Operators in Grayscale Domain -- 5.1 Basic Morphological Operators in Multivalued Function Domain -- 5.2 Dilation and Erosion of Multivalued Functions -- 5.3 Two Forms of Presentation for Dilation and Erosion Formula -- 6 Opening and Closing of Multivalued Functions. , 7 Interpretation and Intuitive Understanding of Morphological Filters in Multivalued Function Domain.
    Standort Signatur Einschränkungen Verfügbarkeit
    BibTip Andere fanden auch interessant ...
Schließen ⊗
Diese Webseite nutzt Cookies und das Analyse-Tool Matomo. Weitere Informationen finden Sie hier...