Intelligent decision technologies : proceedings of the 13th KES-IDT 2021 Conference / / editors, Ireneusz Czarnowski, Robert J. Howlett, Lakhmi C. Jain

• Pubblicazione: Singapore : , : Springer, , [2021]; ©2021
• Descrizione fisica: 1 online resource (647 pages)
• Disciplina: 658.403
• Soggetto topico: Artificial intelligence; Decision making - Data processing
• Persona (resp. second.): CzarnowskiIreneusz; HowlettRobert J. <1954->; JainL. C.
• Nota di bibliografia: Includes bibliographical references and index.
• Nota di contenuto: Intro -- KES-IDT 2021 Conference Organization -- Preface -- Contents -- About the Editors -- Main Track -- ArgVote: Which Party Argues Like Me? Exploring an Argument-Based Voting Advice Application -- 1 Introduction -- 2 Designing an Argument-Based VAA -- 2.1 Limitations of Classical VAAs -- 2.2 How ArgVote Works -- 3 Hypotheses and Methods -- 4 Results -- 4.1 General Information on Participants and Groups -- 4.2 Hypothesis 1: Informedness -- 4.3 Hypothesis 2: Ease of Indicating Opinion -- 4.4 Hypothesis 3: Ease of Use -- 4.5 Hypothesis 4: Better Matching -- 5 Discussion -- 6 Related Work -- 7 Conclusion and Future Work -- References -- Detecting Communities in Organizational Social Network Based on E-mail Communication -- 1 Introduction -- 2 Community Detection in a Social Network -- 3 Social Networks Based on E-mail Communication -- 4 Study on Organizational Social Network Based on E-mail Communication in Public Organization -- 5 Conclusions -- References -- Impact of the Time Window Length on the Ship Trajectory Reconstruction Based on AIS Data Clustering -- 1 Introduction -- 2 An Approach to Ship Trajectory Reconstruction -- 2.1 Problem Formulation -- 2.2 The Proposed Approach -- 2.3 Clustering and Time Frame Approach -- 3 Computational Experiment -- 3.1 Aim of the Research -- 3.2 AIS Dataset -- 3.3 Methodology -- 3.4 Computational Experiment Results -- 4 Conclusions -- References -- Improved Genetic Algorithm for Electric Vehicle Charging Station Placement -- 1 Introduction -- 2 Related Works -- 3 Problem Formulation -- 4 Proposed Approach : IGACSP -- 4.1 Initialization -- 4.2 Fitness Evaluation -- 4.3 Crossover -- 4.4 Mutation -- 5 Experimental Results -- 5.1 PDI Evaluation -- 5.2 IGACSP Evaluation -- 5.3 Case Study -- 6 Conclusion -- References -- Solving a Many-Objective Crop Rotation Problem with Evolutionary Algorithms -- 1 Introduction. ; 2 Model Description -- 2.1 Solution Representation -- 2.2 Problem Objectives -- 3 Evolutionary Algorithms for Crop Rotation Planning -- 4 Computational Experiments -- 4.1 Comparison Metrics -- 4.2 Experimental Results -- 5 Conclusion -- References -- The Utility of Neural Model in Predicting Tax Avoidance Behavior -- 1 Introduction -- 2 Theoretical Framework -- 3 Methodology -- 4 Results -- 5 Discussion of Results -- 6 Conclusions -- References -- Triple-Station System of Detecting Small Airborne Objects in Dense Urban Environment -- 1 Introduction -- 2 Structural Scheme and Features of the Simulation Algorithm -- 3 Representing the Radar Data in the Echo Signal Model -- 4 Specialized Radar Station Layout and Experimental Data Registration -- 5 MATLAB Simulation Results -- 6 Conclusion -- References -- Using Families of Extremal Quasi-Orthogonal Matrices in Communication Systems -- 1 Introduction -- 2 Why Mersenne, Fermat and Euler Matrices? -- 3 The Main Features of Quasi-Orthogonal Matrices -- 4 Applications of Quasi-Orthogonal Matrices -- 4.1 Matrices Structured According to Walsh in Image Compression -- 4.2 Symmetric Quasi-Orthogonal Matrices in Noise-Immune Coding and Image Masking -- 4.3 Cyclic Quasi-Orthogonal Matrices in Signal Coding -- 4.4 Quasi-Orthogonal Matrices in Other Applications -- 5 Conclusions -- References -- Variable Selection for Correlated High-Dimensional Data with Infrequent Categorical Variables: Based on Sparse Sample Regression and Anomaly Detection Technology -- 1 Introduction -- 2 Conventional Method for High-Dimensional Data -- 2.1 Dimensional Reduction by Principal Component Analysis -- 2.2 Sparse Modeling with Regularization -- 3 Proposed Method -- 3.1 Basic Idea -- 3.2 Existing Methods that Compose Proposed Method -- 3.3 Procedure of Proposed Method -- 4 Numerical Experiments -- 4.1 Data Description. ; 4.2 Results of Numerical Experiments -- 4.3 How to Judge the Application Result with Real Data -- 5 Discussion -- 6 Conclusion -- References -- Verification of the Compromise Effect's Suitability Based on Product Features of Automobiles -- 1 Introduction -- 2 Previous Research on Context Effect and Hypothesis Development -- 3 Research Methodology -- 4 Verification Results and Discussion -- 5 Conclusion -- References -- Advances in Intelligent Data Processing and Its Applications -- Application of Granular Computing-Based Pre-processing in the Labelling of Phonemes -- 1 Introduction -- 2 Preliminaries -- 3 Experiments -- 3.1 AudioVisual Dataset -- 3.2 Pre-processing with Rough Sets -- 4 Results and Analysis -- 5 Conclusion -- References -- Application of Implicit Grid-Characteristic Methods for Modeling Wave Processes in Linear Elastic Media -- 1 Introduction -- 2 Methods -- 2.1 Grid-Characteristic Method -- 2.2 Border Conditions -- 3 Results -- 3.1 One-Dimensional Problem -- 3.2 Two-Dimensional Problem -- 4 Conclusions -- References -- Combined Approach to Modeling of Acceleration Response Spectra in Areas of Active Shallow Seismicity -- 1 Introduction -- 2 Source Data and Processing Methods -- 3 Acceleration Response Spectra Calculation for Site -- 4 Results of Experimental Studies -- 5 Conclusions -- References -- Methods of Interpretation of CT Images with COVID-19 for the Formation of Feature Atlas and Assessment of Pathological Changes in the Lungs -- 1 Introduction -- 2 Features of the CT Patterns for Diagnosing COVID-19 and Assessing the Development of Fibrosis -- 3 Materials and Processing Methods -- 4 Results of Experimental Studies -- 5 Conclusions -- References -- Multilevel Watermarking Scheme Based on Pseudo-barcoding for Handheld Mobile Devices -- 1 Introduction -- 2 Related Work -- 3 The Proposed Multilevel Protection. ; 3.1 Pseudo-barcoding -- 3.2 Fragile Watermark -- 3.3 Multilevel Embedding and Extraction Schemes -- 4 Experimental Results -- 5 Conclusions -- References -- Multi-quasi-periodic Cylindrical and Circular Images -- 1 Introduction -- 2 The Models of Cylindrical Images with One Quasi-period -- 3 The Models of Circular Images with One Quasi-period -- 4 The Models of Cylindrical and Circular Images with Several Quasi-periods -- 5 Conclusions -- References -- On the Importance of Capturing a Sufficient Diversity of Perspective for the Classification of Micro-PCBs -- 1 Introduction -- 2 Image Acquisition -- 3 Experimental Design and Results -- 4 Discussion -- 4.1 Experiments E1-E9 -- 4.2 Experiments A1-A16 -- 4.3 Comparing Experiments E1-E9 with Experiments A1-A16 -- 4.4 Regarding Synthesizing Alternate Perspectives -- 4.5 Experiments Including All Rotations and Perspectives During Training and Using Data Augmentation Augmentation to Synthesize Variations of Those Rotations and Perspectives -- 5 Conclusion -- References -- Robust Visual Vocabulary Based On Grid Clustering -- 1 Introduction -- 2 Related Work -- 2.1 Bag of Visual Words Model -- 2.2 Grids Clustering -- 3 Bag-of-Visual-Phrase-Based Grid Clustering: GBoVP -- 4 Results -- 5 Conclusion -- References -- Study of Anisotropy of Seismic Response from Fractured Media -- 1 Introduction -- 2 Mathematical Model -- 3 Anisotropy Parameters -- 4 Results of Computational Experiments -- 5 Conclusions -- References -- Synchronization Correction Enforced by JPEG Compression in Image Watermarking Scheme for Handheld Mobile Devices -- 1 Introduction -- 2 Related Work -- 3 The Proposed Method for Synchronization Correction of Watermarked Image -- 3.1 Detection of Robust Regions in the Host Image -- 3.2 The Proposed Watermarked Image Normalization -- 4 Experimental Results -- 5 Conclusions -- References. ; Tracking of Objects in Video Sequences -- 1 Introduction -- 2 Object Detection in Video Sequences -- 3 Trajectory Tracking Algorithm -- 4 Using Pseudo-Gradient Procedures to Improve the Quality of Trajectory Tracking -- 5 Conclusions -- References -- Multi-Criteria Decision-Analysis Methods-Theory and Their Applications -- A New Approach to Identifying of the Optimal Preference Values in the MCDA Model: Cat Swarm Optimization Study Case -- 1 Introduction -- 2 The Characteristic Objects Method -- 3 Cat Swarm Optimization -- 3.1 Seeking Mode -- 3.2 Tracing Mode -- 3.3 Cat Swarm Optimization -- 4 Study Case -- 5 Conclusions -- References -- A Study of Different Distance Metrics in the TOPSIS Method -- 1 Introduction -- 2 TOPSIS Method -- 3 Distance Metrics -- 3.1 Euclidean Distance -- 3.2 Manhattan Distance -- 4 Study Case -- 5 Conclusions -- References -- Assessment and Improvement of Intelligent Technology in Architectural Design Satisfactory Development Advantages Management -- 1 Introduction -- 2 Literature Review -- 3 Constructing the New Hybrid Modified MADM Model for Smart Architecture Design Satisfactory Development -- 3.1 DEMATEL Technique for Building a Network Relation Map (INRM) -- 3.2 Finding the Influential Weights Using DANP -- 3.3 Modified MADM Method for Performance Gap Assessment -- 4 Results -- 4.1 Building an Influence Relationship Matrix of an INRM for Regional Shopping Center Development Analysis -- 4.2 Weightings of Criteria in Intelligent Informant System for Smart Architecture Design -- 5 Conclusions -- References -- IT Support for the Optimization of the Epoxidation of Unsaturated Compounds on the Example of the TOPSIS Method -- 1 Introduction -- 2 The TOPSIS Method -- 3 Results of Optimization of the Epoxidation of Allyl Alcohols on a Titanium Silicate Ti-MWW Catalyst by the TOPSIS Method -- 4 Results and Discussion. ; 5 Summary and Conclusion.
• Titolo autorizzato: Intelligent Decision Technologies
• ISBN: 981-16-2765-7
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910491027503321
• Lo trovi qui: Univ. Federico II
• Serie: Smart innovation, systems, and technologies ; ; 238.