Fuzzy Systems and Data Mining VII

Proceedings of FSDM 2021

C. Shen, A.J. Tallón-Ballesteros, Antonio J. Tallón-Ballesteros

• Publisher: SAGE Publications Ltd
• Year: 2021
• Print ISBN: 9781643682143
• eBook ISBN: 9781643682150
• Edition: 1
• Topic: Computer Science
• Subtopic: Artificial Intelligence (AI) & Semantics
• Index: Computer Science

Fuzzy systems and data mining are indispensible aspects of the computer systems and algorithms on which the world has come to depend. This book presents papers from FSDM 2021, the 7th International Conference on Fuzzy Systems and Data Mining. The conference, originally due to take place in Seoul, South Korea, was held online on 26-29 October 2021, due to ongoing restrictions connected with the COVID-19 pandemic. The annual FSDM conference provides a platform for knowledge exchange between international experts, researchers, academics and delegates from industry. This year, the committee received 266 submissions, and this book contains 52 papers, including keynotes and invited presentations, oral and poster contributions. The papers cover four main areas: 1) fuzzy theory, algorithms and systems – including topics like stability; 2) fuzzy applications – which are widely used and cover various types of processing as well as hardware and architecture for big data and time series; 3) the interdisciplinary field of fuzzy logic and data mining; and 4) data mining itself. The topic most frequently addressed this year is fuzzy systems. The book offers an overview of research and developments in fuzzy logic and data mining, and will be of interest to all those working in the field of data science.

Table of contents

• Title Page
• Preface
• Contents
• How Artificial Intelligence May Impact Your Job
• Renyi Differential Privacy Protection Algorithm for SVD Recommendation Model
• A Deep Neural Network Model for the Prediction of Major Adverse Cardiovascular Event Occurrences in Patients with non-ST-Elevation Myocardial Infarction
• Do Reviews Influence Real Estate Marketing: The Experience Combing with Natural Language Processing
• Ranking of Trapezoidal Bipolar Fuzzy Numbers Based on a New Improved Score Function
• Interpretable Dual-Feature Recommender System Using Reviews
• Facial Expression Recognition and Image Description Generation in Vietnamese
• Hierarchical Digital Control System Performance
• Generalized-Multiquadric Radial Basis Function Neural Networks (RBFNs) with Variable Shape Parameters for Function Recovery
• A Bolt Defect Recognition Algorithm Based on Attention Model
• Edge Analytics for Bearing Fault Diagnosis Based on Convolution Neural Network
• Modeling of Ship Micro-Grid Based on Wind and Solar Power Generation Technology
• Is the TikTok Hype Real? A Contextual Analysis of the #FordWatchMe Challenge
• Design and Implementation of International Trade Virtual Experiment Platform
• Personalized Information Recommendation for Chinese Paper Cutting Culture Heritage
• Multi-Granularity and Internal-External Correlation Residual Model for Chinese Sentence Semantic Matching
• Mass Ratio Variance Majority Undersampling and Minority Oversampling Technique for Class Imbalance
• Hierarchical Structure in Fuzzy Multi-Information Granular Computing Model
• Support Vector Machine Technique as Classifier of Impaired Body Fat Percentage
• Uncertainty Measure of Pythagorean Fuzzy Sets
• Open Access Digital Thesaurus on Ethnic Groups in the Mekong River Basin
• Semantic Repeatability Screening Mechanism of Intelligent Learning Platform Based on Bi-LSTM
• Short Note on "Nonlinear Optimization Problem Subjected to Fuzzy Relational Equations Defined by Dubois-Prade Family of t-Norms"
• A New Group Fuzzy-Delphi Analytic Hierarchy Process Method with Its Application in Enterprise Intellectual Property Financing Decision Analysis
• Category of CFR(Y)C and Weak Topos
• Control Design for One Class of Uncertain Metzler-Takagi-Sugeno Time-Delay Systems
• A Deep Learning Approach to Recognize Human Activity Using Inertial Sensors and Motion Capture Systems
• Tracking Control Design for Positive T-S Fuzzy Systems Under H_\infty Performance
• An Aspect of Bilevel Indefinite Quadratic Transportation Problem Under Intuitionistic Fuzzy Environment
• A Secure Image Authentication Scheme with Tamper Localization and Recovery
• Securing Mobile Adhoc Networks from Black-Hole Attacks
• Performance Evaluation of Radar Range-Bearing Centroid Processing Using Time Series Analysis
• The Prime Ideals of QMV*-algebras
• A Novel Method for Mining Fuzzy Co-Location Patterns
• An Optimization of Several Distance Function on Fuzzy Subtractive Clustering
• Optimization Model of Unmanned Aerial Vehicle Distribution Path with Integrated Loading and Unloading
• Responses of Climate Indicators to Droughts in SF Bay Area
• Social Media User Profiling Based on Genre Extraction
• Ontology-Driven Data Mining Platform for Fuzzy Classification of Mental Maps
• R-Calculus for Post Three-Valued Description Logic
• Creation of a Digital Passport for an Electronic Product and Generation of Design Solutions Based on It
• Feature Back-Tracking with Sparse Deep Belief Networks
• Multi-Step Low-Rank Decomposition of Large PageRank Matrices
• A Novel Possibilistic Variance of Trapezoidal Intuitionistic Fuzzy Number
• Knowledge Map Reasoning Technology Based on Complex Network
• Semantic Supervised Training for General Artificial Cognitive Agents
• A Theorem About the Existence of Minimax Rules for Statistical Decision Problems with Trapezoidal Fuzzy Losses
• Chinese Text Event Detection Technology Based on Improved Neural Network
• An Optimized Clustering Algorithm for Contour Data
• The Employment Senson System of College Students
• Real Time Warning Model of Transmission Tower Tilt Based on Multi-Sensor Data
• A New Indeterminacy Decision Making Approach Considering Partial Environmental State Knowledge
• Subject Index
• Author Index