Anmerkung: Intro -- Preface -- Contents -- About the Editors -- Intelligent Data Analysis -- An Integrated System for Unbiased Parkinson's Disease Detection from Handwritten Drawings -- 1 Introduction -- 2 Dataset -- 3 Methods -- 4 Experiments and Discussion -- 4.1 Model's Development Using Cross Validation -- 4.2 Evaluation of Generalization of the Developed Feature Driven Decision Support Systems Using Independent Testing -- 4.3 Analysis of the Obtained Results -- 5 Conclusion -- References -- Improving Supply Chain Agility to Reduce Enterprise Risk Based on QFD-MADM -- 1 Introduction -- 2 Research Reviewed -- 3 Research Methods -- 4 The Empirical Research -- 5 Conclusions -- References -- A CNN-Based Method for AAPL Stock Price Trend Prediction Using Historical Data and Technical Indicators -- 1 Introduction -- 2 Related Work -- 3 Method -- 3.1 Data and related Processing -- 3.2 Model Architecture -- 4 Experimental Results -- 5 Conclusion -- References -- Research on Supply Chain Agility Based on Bullwhip Effect -- 1 Introduction -- 2 Research Reviewed -- 3 Research Methods -- 4 The Empirical Research -- 5 Conclusions -- References -- Using Agility to Reduce the Bullwhip Effect of Supply Chains -- 1 Introduction -- 2 Literature Review -- 2.1 Supply Chain Bullwhip Effect -- 2.2 Supply Chain Agility -- 3 Methodology -- 3.1 Methods the Framework -- 4 Empirical Research -- 4.1 Questionnaire Design and Collation -- 4.2 Grey Relation Analysis -- 5 Conclusion -- References -- Mining Frequency-Utility Patterns from a Big Data Environment -- 1 Introduction -- 2 Related Work -- 2.1 Skyline -- 3 Preliminary and Problem Statement -- 3.1 Preliminaries -- 3.2 Problem Statement -- 4 Proposed a MapReduce Framework -- 4.1 Calculating Phase -- 4.2 Sorting Phase -- 4.3 Mining Phase -- 5 Experimental Results -- 6 Conclusion and Future Work -- References. , The Association Between Related-Party Transactions and Tax Planning -- 1 Introduction -- 2 Literature Review and Hypothesis Developments -- 2.1 Background on Related Party Transactions -- 2.2 Background on Tax Planning -- 3 Research Design and Empirical Study -- 4 Empirical Results -- 5 Additional Analyses -- 6 Conclusion -- References -- Mind-Media System: A Consumer-Grade Brain-Computer Interface System for Media Applications -- 1 Introduction -- 2 Method and Material -- 2.1 Hardware Design -- 2.2 EEG Recognition Method -- 3 Validation and Discussion -- 4 Conclusion -- References -- Artificial Intelligence -- A Cooperative Evolution Framework Based on Fish Migration Optimization -- 1 Introduction -- 2 Related Works -- 2.1 Fish Migration Optimization Algorithm -- 2.2 Cooperative Evolution -- 3 Proposed CEFMO Algorithm -- 3.1 Population Evaluation Stage -- 3.2 Coevolution Stage -- 4 Simulation Result and Discussion -- 5 Conclusion -- References -- Improving K-Means with Harris Hawks Optimization Algorithm -- 1 Introduction -- 2 Related Work -- 2.1 HHO -- 2.2 K-Means -- 3 HHO Combined with K-Means -- 4 HHO Combined with K-Means -- 4.1 Parameter Configuration -- 5 Conclusion -- References -- Weighted Multi-task Sparse Representation Classifier for 3D Face Recognition -- 1 Introduction -- 2 Related Work -- 2.1 Feature Point Extraction -- 2.2 Covariance Descriptor -- 2.3 Sparse Representation -- 3 Proposed Method -- 3.1 Face Partition -- 3.2 Multi-task Sparse Representation Classifier -- 4 Experimental Result -- 5 Conclusions -- References -- Multiple Kernel Clustering with Direct Consensus Graph Learning -- 1 Introduction -- 2 Related Works -- 3 Proposed Methodology -- 3.1 Notations -- 3.2 Direct Consensus Graph Learning -- 3.3 Optimization -- 4 Experiments and Analysis -- 4.1 Datasets and Settings -- 4.2 Comparison Methods -- 4.3 Experimental Results. , 4.4 Parameter Sensitivity -- 4.5 Convergence Study -- 5 Conclusion -- References -- Density Peaks Clustering Algorithm Based on K Nearest Neighbors -- 1 Introduction -- 2 DPC Algorithm -- 3 DPC-KNN Algorithm -- 3.1 Definition of Local Density -- 3.2 Design of Allocation Strategy -- 4 Experimental Results and Analysis -- 4.1 Data Pre-processing -- 4.2 Experimental Results of Synthetic Datasets -- 4.3 Analysis of Experimental Results on Practical Datasets -- 5 Conclusions -- References -- Exponential Fine-Tuning Harmony Search Algorithm -- 1 Introduction -- 2 Harmony Search Algorithm -- 3 Exponential Fine Tuning Harmony Search Algorithm -- 4 Conclusion -- References -- Computational Intelligences -- A Location Gradient Induced Sorting Approach for Multi-objective Optimization -- 1 Introduction -- 1.1 Contribution of the Paper -- 2 Location Gradient Number -- 3 The LG Number Based Sorting Method -- 4 Experiment and Results -- 5 Conclusion -- References -- Production Line Balance Optimization Based on Improved Imperial Competition Algorithm -- 1 Introduction -- 2 Overview of Production Line Balancing Concepts -- 3 Examples of a Steel Coil Packaging Production Line -- 4 Production Line Balance Model Construction -- 4.1 Model Building -- 5 Balance Design of Coil Production Line Based on Imperial Competition Algorithm -- 5.1 Algorithm is Introduced -- 5.2 Algorithm Steps -- 6 Effect Evaluation After Production Line Optimization -- 7 Conclusion -- References -- Research on the Key Resilience Indexes of Logistics Enterprises in Response to Supply Chain Disruption Risks -- 1 Introduction -- 2 Literature Review -- 3 Research Method -- 4 Case Analysis -- 5 Conclusions -- References -- Optimization of Resource Service Composition in Cloud Manufacture Based on Improved Genetic and Ant Colony Algorithm -- 1 Introduction -- 2 The Question Raised -- 3 Model Building. , 3.1 Service Quality Model -- 3.2 Treatment of Constraint Indicators -- 3.3 Objective Function Model -- 4 Algorithm Design -- 4.1 Basic Principles -- 4.2 Algorithm Improvement Strategy -- 4.3 Algorithm Flow -- 5 Simulation Examples -- 6 Conclusion -- References -- Real-Time Multi-person Multi-camera Tracking Based on Improved Matching Cascade -- 1 Introduction -- 2 Related Work -- 3 Proposed Method -- 3.1 Overview -- 3.2 Pedestrian Detection -- 3.3 Motion Model -- 3.4 Feature Extraction -- 3.5 Matching Cascade -- 4 Experimental Results -- 5 Conclusions -- References -- Design and Optimization of the Seat of the Elderly Scooter Based on Solar Energy -- 1 Introduction -- 2 Body Size of the Elderly -- 3 Structural Design -- 3.1 Curved Design of Backrest and Cushion -- 3.2 Armrest Height -- 3.3 Seat Width and Depth -- 4 Finite Element Model -- 5 Analysis of Simulation Experiment Results -- 6 Conclusion -- References -- Research on Digital Intelligence Enabled Omnimedia Communication System and Implementation Path in 5G Era -- 1 Introduction -- 2 Connotation of Omnimedia Communication -- 3 Research on Omnimedia Communication System Under the Digital Background -- 4 Digital Intelligence Enabled Omnimedia Communication Implementation Path -- 5 Research on the Evaluation System of Omnimedia Communication -- 6 Conclusion -- References -- Analysis of Interaction Patterns of Intercountry Cooperation and Conflict Events Based on Complex Networks -- 1 Introduction -- 2 Data and Network Model -- 2.1 Introduction of GDELT Event -- 2.2 Cooperation and Conflict Network Construction -- 3 Experiment and Analysis -- 3.1 Network Topology Features -- 3.2 Network Scale-Free Feature Analysis -- 3.3 Analysis of Interaction Patterns Between China and 15 Countries -- 4 Conclusion and Prospect -- References -- Video, Image, and Others. , Application of the Novel Parallel QUasi-Affine TRansformation Evolution in WSN Coverage Optimization -- 1 Introduction -- 2 QUasi-Affine TRansformation Evolution -- 3 The Novel Parallel Quasi-Affine TRansformation Evolution -- 4 The 3D WSN Coverage Model -- 5 Experimental Results -- 5.1 Experimental Results of Different Number of Nodes -- 5.2 Simulation Experiment of Different Communication Radius -- 6 Conclusions -- References -- Parameters Extraction of Solar Cell Using an Improved QUasi-Affine TRansformation Evolution (QUATRE) Algorithm -- 1 Introduction -- 2 Related Work -- 2.1 QUasi-Affine TRansformation Evolution -- 2.2 Improve QUATRE Algorithm Work -- 2.3 Double Diode Model of Solar Cell -- 3 Experiment Analysis -- 3.1 Experiments on Benchmark Functions -- 3.2 Parameters Estimation of Double Diode Model -- 4 Conclusions -- References -- QUATRE Algorithm for 5G Heterogeneous Network Downlink Power Allocation Problem -- 1 Introduction -- 2 QUATRE Algorithm and Its Variants -- 2.1 QUasi-Affine TRansformation Evolutionary Algorithm -- 2.2 C-QUATRE Algorithm -- 2.3 S-QUATRE Algorithm -- 3 5G Heterogeneous Network Downlink Power Allocation -- 4 Algorithm Experiment Results -- 5 Conclusion -- References -- Reversible Image Watermarking Based on Deep Learning -- 1 Introduction -- 2 PEE-Based Reversible Watermarking -- 3 Proposed Method -- 3.1 Training of Predictor -- 3.2 Watermark Embedding and Extracting -- 4 Experiment -- 4.1 Prediction Accuracy -- 4.2 Watermark Embedding Performance -- 5 Conclusions -- References -- Image Encryption with Logistic Chaotic Model Using C-QUATRE Algorithm -- 1 Introduction -- 2 Related Work -- 2.1 One-Dimensional Logistic Map -- 2.2 C-QUATRE Algorithm -- 3 Image Encryption Scheme Optimized by C-QUATRE -- 3.1 Image Encryption -- 3.2 Image Decryption -- 4 Experiment and Result Analysis -- 5 Conclusion -- References. , Visualization of Population Convergence Results by Sammon Mapping in Multi-objective Optimization.