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    Schlagwort(e): Telecommunication. ; Electronic books.
    Materialart: Online-Ressource
    Seiten: 1 online resource (931 pages)
    Ausgabe: 1st ed.
    ISBN: 9783319594279
    Serie: Lecture Notes on Data Engineering and Communications Technologies Series ; v.5
    Sprache: Englisch
    Anmerkung: Intro -- Preface -- IRICT-2017 Organizing Committee -- Patron -- Honorary Chair -- International Advisory Board -- Conference Chair -- Program Committee Co-chairs -- Secretariat -- Publicity Committee -- Publications Committee -- IT Committee -- Logistic Committee -- Treasure Committee -- Registration Committee -- Sponsorship -- International Technical Committee -- Contents -- Big Data Analysis Techniques and Applications -- Prediction of Financial Distress for Electricity Sectors Using Data Mining -- Abstract -- 1 Introduction -- 2 Methodology -- 2.1 Models for Predicting Financial Distress and Forecasting Probability of Default -- 2.2 Financial Indicators -- 3 Results and Discussion -- 3.1 Prediction Performance of Data Mining Techniques -- 3.2 Importance of Financial Indicators -- 4 Conclusion -- References -- Predictive Modeling for Dengue Patient's Length of Stay (LoS) Using Big Data Analytics (BDA) -- Abstract -- 1 Introduction -- 2 Background -- 2.1 Big Data -- 2.2 Big Data Analytics in Healthcare -- 2.3 Electronic Medical Records (EMR) System -- 2.4 Hospital Length of Stay (LoS) -- 2.5 Dengue Disease -- 2.6 Related Work -- 3 Methodology -- 3.1 Data Description -- 3.2 Predictive Modeling -- 3.2.1 Regression Analysis -- 4 Results -- 4.1 Statistics and Descriptive Analyses -- 5 Conclusions and Future Works -- Acknowledgments -- References -- Experimental Performance Analysis of B+-Trees with Big Data Indexing Potentials -- Abstract -- 1 Introduction -- 2 Methodology -- 2.1 Experimental Metrics -- 2.2 Experimental Setup -- 2.3 Querying the B+-Tree -- 3 Experimental Results and Discussions -- 3.1 Results Presentations -- 3.2 Discussions -- 4 Conclusion -- References -- A Proposed Methodology for Integrating Oil and Gas Data Using Semantic Big Data Technology -- Abstract -- 1 Introduction -- 2 Related Works -- 2.1 Big Data and the Semantic Web. , 3 Proposed Framework -- 4 Result -- 5 Conclusion -- References -- Molecular Similarity Searching with Different Similarity Coefficients and Different Molecular Descriptors -- Abstract -- 1 Introduction -- 2 State of the Art -- 3 Concept and Method -- 3.1 Similarity Measure -- 4 Experimental Design -- 5 Results -- 6 Conclusion -- Acknowledgments -- References -- Classification of Arabic Writer Based on Clustering Techniques -- Abstract -- 1 Introduction -- 2 Related Work -- 3 Dataset -- 4 Methodology -- 4.1 Pre-processing -- 4.2 Connected-Components -- 4.3 Feature Extraction -- 4.4 Feature Combination -- 4.5 Clustering (Classification) -- 5 Results and Discussion -- 6 Conclusions -- References -- Data Pre-processing Techniques for Publication Performance Analysis -- Abstract -- 1 Introduction -- 2 Related Studies -- 2.1 Research Performance Measurement -- 2.2 Data Pre-processing -- 3 Materials and Methods -- 3.1 Datasets -- 3.2 Data Pre-processing Approach -- 4 Results and Discussions -- 5 Conclusion -- Acknowledgement -- References -- Data Mining Techniques: A Systematic Mapping Review -- Abstract -- 1 Introduction -- 2 Background -- 3 Methodology -- 3.1 Research Questions -- 3.2 Literature Search -- 3.3 Study Selection -- 3.4 Data Extraction -- 3.5 Validity -- 4 Results -- 4.1 RQ-1: What Are the Major Methods for Conducting Web Data Mining? -- 4.2 RQ-2: Which Topics in Web Data Mining Are Covered? -- 4.3 RQ-3: When and Where Were the Studies Published? -- 4.4 RQ-4: How Were Studies Performed in Terms of Visualization of the Results? -- 5 Discussion -- 5.1 Data Warehousing -- 5.2 Hyperlinks -- 5.3 Web Mining -- 6 Conclusion and Recommendations -- References -- A Comprehensive Study on Opinion Mining Features and Their Applications -- Abstract -- 1 Introduction -- 1.1 Opinion Mining and Sentiment Analysis. , 2 Features of Reviews, Reviewers, Group of Reviewers and Target -- 3 Linguistic Features -- 4 Structural Features -- 5 Conclusion -- Acknowledgments -- References -- Mobile Networks, Applications and Usability -- Adaptive Hybrid Geo-casting Routing Protocol for Mobile Ad hoc Networks -- Abstract -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 4 Performance Evaluation -- 4.1 Simulation Overview -- 4.2 Simulation Result -- 4.2.1 Effect of Moving Speed -- 4.2.2 Effect of Data Traffic Loads -- 5 Conclusions -- References -- What Makes Older People Want to Use Mobile Devices? -- Abstract -- 1 Introduction -- 2 Older People -- 3 Mobile Devices and Factors of Usages -- 4 Methodology -- 4.1 Interview Questions -- 4.2 Data Analysis -- 4.3 Demographic of Participants -- 5 Findings and Discussions -- 5.1 Mobile Device Design -- 5.2 Mobile Device Functions -- 5.3 Social Inspiration -- 5.4 Economical -- 6 Conclusions -- Acknowledgments -- References -- Mobile Augmented Reality Tourism Application Framework -- Abstract -- 1 Introduction -- 2 Literature Review -- 2.1 Requirements Pyramid Model -- 2.2 User Requirements -- 2.3 Functional Requirements -- 3 Methodology -- 3.1 Awareness of Problem -- 3.2 Suggestion -- 3.3 Evaluation -- 3.4 Development -- 4 Findings -- 5 Mobile Augmented Reality Tourism Application Framework -- 6 Conclusion -- References -- Motion Artifact Reduction Algorithm Using Sequential Adaptive Noise Filters and Estimation Methods for Mobile ECG -- Abstract -- 1 Introduction -- 2 The Proposed Algorithm -- 3 Experimental Results and Discussions -- 4 Conclusion -- Acknowledgment -- References -- Concerning Matters of Mobile Device Usage Among Older People -- Abstract -- 1 Introduction -- 2 Older People -- 3 Mobile Devices and Older People -- 3.1 Concerning Matters (Effects) -- 4 Methodology -- 5 Findings and Discussions -- 5.1 Addictions. , 5.2 Relationship Between Human -- 5.3 Misuse -- 5.4 Learning Tool -- 6 Conclusions -- Acknowledgments -- References -- Adaptive Memory Size Based Fuzzy Control for Mobile Pedestrian Navigation -- Abstract -- 1 Introduction -- 2 Concept of Single Distribution Resampling -- 3 Adaptive Memory Size-Based Fuzzy Control -- 4 Experiment Result -- 5 Conclusions and Recommendations for Future Research -- References -- Extraction of Common Concepts for the Mobile Forensics Domain -- Abstract -- 1 Introduction -- 2 Background -- 3 Method -- 3.1 Models Collection -- 3.2 Concepts Extraction -- 3.3 Common Concepts Selection -- 3.4 Designation of Common Concepts -- 4 Conclusion -- Acknowledgment -- References -- Revisiting the Usability of Smartphone User Interface for Elderly Users -- Abstract -- 1 Introduction -- 2 Literature Review -- 3 The Preliminary Study -- 3.1 Study Objective -- 3.2 Method -- 4 Results and Discussions -- 4.1 Usability Issues -- 4.2 Beyond Usability Metrics -- 4.2.1 Different Users' Trends When Using Smartphone -- 4.2.2 User Experience with the Smartphone -- 4.3 Implications of the Study's Findings -- 5 Conclusion and Future Work -- References -- Taguchi Methods for Ad Hoc on Demand Distance Vector Routing Protocol Performances Improvement in VANETs -- Abstract -- 1 Introduction -- 2 Related Works -- 3 Taguchi Method -- 4 Results and Discussion -- 5 Conclusion -- References -- Two Stage Integration of GPS, Kinematic Information, and Cooperative Awareness Messages Using Cascaded Kalman Filters -- Abstract -- 1 Introduction -- 2 The Proposed Algorithm (GPS/DR/V2V) -- 2.1 GPS/DR Fusion Algorithm -- 2.2 GPS/DR/V2V Fusion Algorithm -- 3 Results and Discussions -- 4 Conclusion -- Acknowledgments -- References -- Modeling of GPS Ionospheric Scintillation Using Nonlinear Regression Technique -- Abstract -- 1 Introduction -- 2 Experimental Setup. , 3 Method -- 4 Mathematical Model of S4 -- 5 Investigation of the Mathematical Model -- 6 Conclusions -- Acknowledgments -- References -- Hybrid LTE-VANETs Based Optimal Radio Access Selection -- Abstract -- 1 Introduction -- 2 Related Work -- 2.1 Infrastructure Vehicular Connectivity -- 2.2 Multi-channel Access -- 2.3 DSRC/IEEE 802.11p -- 3 Proposed Method -- 4 Performance Evaluations -- 5 Conclusion -- Acknowledgment -- References -- Reliable Communication Systems -- Optimization of B-MAC Protocol for Multi-scenario WSN by Differential Evolution Algorithm -- Abstract -- 1 Introduction -- 2 Related Works -- 3 Differential Evolution Algorithm -- 4 Proposed Framework -- 5 Result and Discussion -- 6 Conclusion -- References -- Power Consumption Optimization Based on B-MAC Protocol for Multi-Scenario WSN by Taguchi Method -- Abstract -- 1 Introduction -- 2 Related Works -- 3 Taguchi Method -- 3.1 Planning Phase -- 3.2 Experimental Phase -- 3.3 Analysis Phase -- 3.4 Validation Experiments -- 4 Conclusion -- References -- Modelling and Control of a Non-linear Inverted Pendulum Using an Adaptive Neuro-Fuzzy Controller -- Abstract -- 1 Introduction -- 2 Mathematical Model -- 3 ANFIS Controller -- 4 Simulation Results -- 5 Comparison with Sugeno FIS -- 6 Conclusion -- References -- Adapted WLAN Fingerprint Indoor Positioning System (IPS) Based on User Orientations -- Abstract -- 1 Introduction -- 2 Background -- 3 Related Works -- 4 Methodology -- 5 Experiments -- 6 Result and Discussion -- 7 Conclusion and Future Work -- Acknowledgment -- References -- Performance Analysis of the Impact of Design Parameters to Network-on-Chip (NoC) Architecture -- Abstract -- 1 Introduction -- 2 Related Works -- 3 Parameters Affected Network-on-Chip (NoC) Performance -- 4 Routing Algorithm -- 5 Performance Evaluation -- 6 Conclusion -- References. , A Comparative Review of Adaptive Routing Approach for Network-on-Chip Router Architecture.
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