Fuzzy Systems and Data Mining IX

Proceedings of FSDM 2023

A.J. Tallón-Ballesteros, R. Beltrán-Barba, Antonio J. Tallón-Ballesteros, Raquel Beltrán-Barba

• Publisher: SAGE Publications Ltd
• Year: 2023
• Print ISBN: 9781643684703
• eBook ISBN: 9781643684710
• Edition: 1
• Topic: Computer Science
• Subtopic: Artificial Intelligence (AI) & Semantics
• Index: Computer Science

Fuzzy systems and data mining are indispensible aspects of the digital technology on which we now all depend. Fuzzy logic is intrinsic to applications in the electrical, chemical and engineering industries, and also in the fields of management and environmental issues. Data mining is indispensible in dealing with big data, massive data, and scalable, parallel and distributed algorithms. This book presents the proceedings of FSDM 2023, the 9th International Conference on Fuzzy Systems and Data Mining, held from 10-13 November 2023 as a hybrid event, with some participants attending in Chongqing, China, and others online. The conference focuses on four main areas: fuzzy theory, algorithms and systems; fuzzy application; data mining; and the interdisciplinary field of fuzzy logic and data mining, and provides a forum for experts, researchers, academics and representatives from industry to share the latest advances in the field of fuzzy sets and data mining. This year, topics from two special sessions on granular-ball computing and the application of generative AI, as well as machine learning and neural networks, were also covered. A total of 363 submissions were received, and after careful review by the members of the international program committee, 110 papers were accepted for presentation at the conference and publication here, representing an acceptance rate of just over 30%. Covering a comprehensive range of current research and developments in fuzzy logic and data mining, the book will be of interest to all those working in the field of data science.

Table of contents

• Title Page
• Preface
• About the Conference
• Contents
• Advanced Machine Learning Structures over Big Data Repositories: Definitions, Models, Properties, Algorithms
• Eye Tracking Data Mining Based on Fuzzy Sets of Fixations
• Towards a Universal Understanding of Color Harmony: Fuzzy Approach
• The Level Cardinality of Fuzzy Module Under Z-Module Homomorphism on Z_n into Z_m Where gcd(n, m) Is Product of Primes
• NEO: Neural Demand Prediction and Evolutionary Optimization of EV Network Charging Infrastructure
• The Role of Data Stream Mining in Improving Self-Medication Practices in the Syrian Arab Republic
• An End-to-End Solution for Net Promoter Score Estimation and Explanation from Social Media Using Natural Language Processing
• Robust Convolutional Neural Network for Image Classification with Gaussian Noise
• Development of a Fuzzy Approach for Consistency Determination of ATC Students' Opinions During Aircraft Flight Norms Violation Hazard Identification
• Noncommunicable Diseases (NCDs) Classification by the Radius Local k-Point Radial Basis Function (RLRBF) Neural Networks
• On the Wavelet Convolution Neural Networks for Ultra-Sound Based Breast Cancer Detection
• Enhanced Multi-Target Tracking with Combination of Position, Power and Ambiguous Doppler Measurements
• Wind Loads on Structures: A Finite Element-Based Computational Fluid Dynamics Analysis in Evaluating the Wind Tunnel Effects on Low-Rise Structures
• The Processing Method of Wrist Radial Artery Ultrasonic Signal Based on CORDIC Algorithm
• Ecosystem Stability Analysis and Numerical Simulation via Three Improved Lotka-Volterra Models
• Bayesian Matrix Completion for Ranking COVID-19 Cases
• A Method for Measuring Node Similarity in Heterogeneous Information Networks
• A Portfolio Adjusting Model with Triangular Intuitionistic Fuzzy Return
• A Novel Nonferrous Metals Price Prediction Model Based on BiLSTM-ResNet with Grey Wolf Optimization and Wavelet Transform
• Scalable Interactive Keyword Query Interface over Knowledge Graph
• An Efficient Matching Algorithm for Question Answering System
• Scalable Semi-Supervised Support Vector Machine Based on Adaptive Sampling
• Research on the Application of Fuzzy Control in Braking of Gasoline-Electric Hybrid Vehicles
• A Method to Explore the Synchronous Changes of High-Traffic Events Based on Dynamic Networks
• Algorithms of Time Series Network: Approaches Reproduction and Networks Topology
• Identifying Key Nodes Based on TS Distance in Time-Varying Social Networks
• AMF-RetinaNet: Improved RetinaNet for Transmission Line Fittings Detection Based on Attention Mechanism and Multi-Scale Feature Fusion
• Changes of Consumer Purchase Behavior Under Data Mining Technology
• Fully 2D Convolutional Network for Continuous Sign Language Recognition
• A New Entropy-Based Uncertainty Measure for Rough Set
• Application of AI Technology in Online Platforms Based on Cognitive Emotion Regulation
• Birth Rate Prediction System Based on Grey Prediction and Gradient Boosting Regression Tree Ensemble Model
• A Multimodal Multi-Objective Evolutionary Particle Swarm Algorithm Based on Grey Prediction Selection Strategy
• A Multi-Modal Multi-Objective Differential Algorithm Based on Hybrid Strategy
• Link Prediction Method Combining Node Labels with Common Neighbors
• Research on Optimization of Urban Logistics Delivery Path Under Fuzzy Demand
• An Empirical Study on Impact of Guidance Experience on Supervisor Identification Based on Structural Equation Modeling
• Algorithm Model of People's Value Identification Strategy in Intelligent Media
• Application of a Hybrid Model of HPO and LSTM Neural Network Based on ICEEMDAN for Wind Speed Forecasting
• Bearing Fault Diagnosis Based on Auto-Encoder Combined with CNN
• Design and Implementation of an Intelligent Mattress for Elderly Night Care Based on ZigBee Technology
• Research on Dynamic Multi-Layer Block Network Evolution Based on Bayesian Inference
• Concentration Diagnosis in Soft Sensing Based on Bayesian T-Distribution Mixture Regression
• Low-Rank Exponential Integrators for Differential Riccati Equation
• Three-Party Evolutionary Game Analysis of the Government Reward and Punishment in Takeaway Food Safety Quality Regulation Under the Platform Economy
• Classification of Odor Drift Data Based on Several Machine Learning Algorithms
• The Impact of Sarcasm Contained in Online Media Disinformation Headlines on Enterprise Value: A Study of a Leading Internet Company
• RSFnet: A Relation Semantic Fusion-Based Entity Relation Extraction Method
• Fast-Growing Field: Bibliometrics of Cryptocurrency and Blockchain Research
• N-Compactness of Intuitionistic L-Fuzzy Topological Space
• Dynamics of a Stochastic SIRI Epidemic Model
• Single-Channel Maternal ECG Removal with Block Residual Network
• E-Yolov7: A Life Jacket Detection Algorithm Based on Yolov7
• Time-Varying Formation Control for Multiagent Systems with Different Time Delays
• Research on Influencing Factors of Non-Performing Loan Ratio of China Construction Bank Based on LASSO Algorithm
• Influence of Step-Feed Ratio on the Nitrogen Removal Efficiency of Two-Stage AO Process in the Treatment of Municipal Sewage with a Low C/N Ratio
• Dynamic Analysis of a Discrete Predator-Prey Model with Increased Density of Both Predator and Prey
• Derivation Algebras of Restricted Hom-Lie Triple Systems
• Restricted delta Lie Triple Systems
• FundRecLLM: Fund Recommendation Based on Financial News and Research Analyst Report
• Numerical Comparison of the Three Poisson Arrival Queuing System Models
• Three-Way Decision-Making Based on Incomplete Information System and Its Application
• Research on Backward Cloud Transformation Algorithm Based on Adding Cloud Drops
• The Similarity Measurement of Normal Cloud Concept Based on Hellinger Distance and Expectation Curve with Entropy
• Similarity Measurement and Analysis of Triangular Cloud Models
• Periodic Travelling Waves of the Delayed Nicholson's Blowflies Model with Diffusion
• Crop Pest Image Classification Based on Multi-Scale Convolutional Neural Network
• Hyperparameter Adaptive Neural Network Model for E-Commerce Sales Prediction
• Interval-Valued Fermatean Fuzzy Multi-Attribute Group Decision-Making Method with a Consensus Mechanism
• A New Interval-Valued Fuzzy Entropy Based on Interval-Valued Q-Rung Orthopair Fuzzy Sets
• Improvement of User Information Behavior in Online Medical Community Based on Reputation Incentive Game
• Two Count Sketch Kaczmarz Algorithms for Linear Systems
• Block Multipath Matching Pursuit
• Boundedness of Solutions for Indirect Chemotaxis Model with Diffusion-Dependent Signal Concentration
• Discolored Transformer Breather Recognition for Substation Based on Improved YOLOv8
• RM-GAN: Region Attention Mechanism and Multi-Scale Features for Respirator Defect Generation
• DC-YOLOv5: Improved YOLOv5 for Transmission Line Fittings Detection Based on Deformable Convolution and Coordinate Attention
• Generalized Countable Fuzzy Semi-Compactness in L-Topological Spaces
• Research and Application of Power Monitoring System Based on Internet of Things
• Heterogeneous Multi-Attribute Group Decision-Making Integrating Multi-Granulation Weighting Model and Improved VIKOR in Uncertain Linguistic Environment
• Data-Driven E-Commerce End-to-End Inventory Optimization Algorithm
• Research on Speed Control Strategy of Asynchronous Motor in Marine Electric Propulsion System
• Research on Harmonic Suppression Method Based on Control Active Filter in Ship Integrated Power System
• Research on Simulation Evaluation of Stability of Integrated Power System Network
• A Complexity Measure for Data Classification Based on KNN with Dynamic Optimal K-Value Finding
• Learning of Bounded Treewidth Bayesian Networks via A-kg
• Research on Value Co-Creation Mechanism in the Digital Transformation of Manufacturing Enterprise Supply Chain
• Topic Knowledge Based Controlled Generation for Long Documents Using Retrieval-Based Language Models
• The Impact of Social Responsibility Disclosure on R&D Investment in Small and Medium Enterprises
• Innovative Approach to Children's Desk Lamp Using Stable Diffusion Technology
• Power of Fuzzing and Machine Learning in Smart Contract Security Validation
• The Influence of Semantic and Semiotic Features of Furniture Shape Design on Consumer Preference Based on Fuzzy Computing
• Exploration of the Path for School Principals to Promote the Construction of Artificial Intelligence Curriculum - Based on Case Study
• On a New Kind of Quartic Integro-Spline Over a Uniform Partition
• Blockchain Framework for Healthcare Data Management System in Clinical Trials
• Portable Brainwave Controlled Robotic Dog for Therapy
• Game Recommendation System
• Intelligent Driver Behavior and Emotion Detection System
• Under the Digital Background Marzano's New Taxonomy of Educational Objectives: Conception of Deep Learning Analysis
• A Novel Personalized Incremental Arrhythmias Classification Method for ECG Monitoring
• Real-Time Detection for Abnormal Segments of Electrocardiographic Signal During Ewing Test
• ECG Quality Assessment Framework by Using Attentional Convolution Neural Network
• Global Warming Analysis Based on Long Short-Term Memory and Extreme Gradient Boosting Feature Engineering Models
• Evaluate the Correlation Between Electrocardiogram Age and Cardiovascular Disease Using a 12-lead ECG Dataset
• Multi-Class Arrhythmia Classification and R-Peak Detection Method of ECG Signal Based on One-Dimensional U-Net with Skip-Connection and Data Augmentation
• Interpretable Deep Learning Model for Identifying the Immediate Risk of Myocardial Infarction Complications
• Dual-Function Microfluidic Chip for Identification and Drug Response Testing of Lung Cancer Organoids
• Classification for Early Imaging of Alzheimer's Disease Based on Deep Learning
• An Interpretable Residual Neural Network for the Diagnosis of Myocardial Infarction
• Bayesian Updating Using DBSCAN-Based Hybrid Importance Sampling and Subset Simulation
• Subject Index
• Author Index