Fuzzy Systems and Data Mining VI

Proceedings of FSDM 2020

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

• Publisher: SAGE Publications Ltd
• Year: 2020
• Print ISBN: 9781643681344
• eBook ISBN: 9781643681351
• Edition: 1
• Topic: Computer Science
• Subtopic: Artificial Intelligence (AI) & Semantics
• Index: Computer Science

The interdisciplinary field of fuzzy logic encompass applications in the electrical, industrial, chemical and engineering realms as well as in areas of management and environmental issues, while data mining covers new approaches to big data, massive data, and scalable, parallel and distributed algorithms. This book presents papers from the 6th International Conference on Fuzzy Systems and Data Mining (FSDM 2020). The conference was originally due to be held from 13-16 November 2020 in Xiamen, China, but was changed to an online conference held on the same dates 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 316 submissions, of which 76 papers were selected for inclusion in the conference; an acceptance rate of 24%. The conference covers four main areas: fuzzy theory; algorithms and systems, which includes topics like stability; foundations and control; and fuzzy applications, which are widely used and cover various types of processing as well as hardware and architecture for big data and time series. Providing a current overview of 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
• Contents
• Using the Generative Adversarial Network to Generate Recommendations
• Study on Generalized Directional Differentiability Problems of Fuzzy Mappings
• Structure Optimization of Magnetic Levitation Motor Rotor
• Assessment of Socio-Economic Efficiency of the Scientific and Educational Complex: Approach and System of Indicators
• Classification of Unbalanced Data Based on RSM and Binomial Distribution
• Facial Expression Analysis Based on Fusion Multi-Layer Convolutional Layer Feature Neural Network
• Investigation of a Method for EEG Signal De-Noising Based on the DIVA Model
• Origin and Evolution of Conceptual Differences Between Two Measurement Theories
• Customer Churn Prediction Based on HMM in Telecommunication Industry
• The Diagnosis of Alzheimer's Disease: An Ensemble Approach
• An Improved Decision Tree Algorithm for Electricity Theft Prediction and Analysis
• Curves Classification by Using a Local Likelihood Function and Its Practical Usefulness for Real Data
• Application of Grey Prediction in a GA-BP Power Theft Algorithm
• Output Feedback Control Synthesis and Stabilization for Positive Polynomial Fuzzy Systems Under L1 Performance
• Distance Metrics of D Numbers
• Comparison of Two Estimators of the Regression Coefficient Vector Under Pitman's Closeness Criterion
• Spatial-Spectral Density Peaks Based Discriminant Projection for Classification of Membranous Nephropathy Hyperspectral Pathological Image
• Intelligent Identification of Potential Customers for Electricity Substitution
• A Statistical Analysis of the Social Status of Chinese Women: Data Mining Method Based on MapReduce
• News-Based Research on Forecast of International Natural Gas Price Trend
• A Virtual Reality Check: Covid-19 & the Challenges Facing Virtual Reality as an off-the-shelf Mainstream EdTech Solution
• Machine Learning and Statistical Analysis Techniques on Terrorism
• Analysis of the Legal Basis to Mitigate Cyberbullying in Social Networks in Ecuador
• Neighborhood Based Multi-Granularity Attribute Reduction: An Acceleration Approach
• Research on Application of Artificial Intelligence in VR Games
• Fuzzy Expert Pricing Systems and Optimization Techniques in Marketing Science
• ClothNet: A Neural Network Based Recommender System
• Realistic Face Image Generation System Based on GANs
• The Coupling Co-Location Pattern: A New Spatial Pattern for Spatial Data Sets
• LAR: A User Behavior Prediction Model in Server Log Based on LSTM-Attention Network and RSC Algorithm
• The Improved Algorithm of Sample Adaptive Offset Based on Visual Saliency
• The Overview of Genetic Algorithm with Tree Chromosome Structure to Identify Functions
• A Pipeline Abnormal Signal Detection Method Based on 1D-Faster R-CNN
• Research on Characteristics of Chinese Herbal Medicine Compounds Based on Bisecting k-Means Algorithm
• Keyword Extraction from TV Program Viewers' Tweet Based on Neural Embedding Model
• Water Quality Data Outlier Detection Method Based on Spatial Series Features
• Security and Privacy in Information Management in a Distributed Environment for Public Organizations
• Exploring the Potential of GPT-2 for Generating Fake Reviews of Research Papers
• Development of IoT Based Fresh Food Delivery Tracking System Using GPS
• Consistency-Check Edge Refinement for Deep Stereo Matching
• The Design of ERP Intelligent Sales Management System
• Federated Learning in Big Data Application and Sharing
• Exploration on the Construction of Sharing Platform of Power Big Data Application
• Estimating Observation Error Statistics Using a Robust Filter Method for Data Assimilation
• Community Detection, Pattern Recognition, and Hypergraph-Based Learning: Approaches Using Metric Geometry and Persistent Homology
• A Classification for Electronic Nose Based on Broad Learning System
• 3D Single Person Pose Estimation Method Based on Deep Learning
• A Review of Inference Methods Based on Knowledge Graph
• Recommendation Based on Java Code Analysis and Search
• Research Progress and Advantage Analysis of Big Data Application in Chinese Academic Journals
• The Mechanism Analysis of the Accelerator for Support Vector Regression Based on Data Partition
• Focused Crawler Strategy Based on Improved Energy Landscape Paving Algorithm
• Mapping Property of Bilateration and Its Application to Human-Following Robot
• Construction of Cloud ERP Security Evaluation Index System Based on Text Mining
• Personalized Mobile Information Recommendation Based on Fine-Grained User Behaviors
• Research on the Construction of Cloud ERP Ecosystem Security Evaluation Index System
• Interval Observer Design for Metzlerian Takagi-Sugeno Systems
• A Cognitive Robotic System for a Human-Following Robot
• ASCII Art Classification Model by Transfer Learning and Data Augmentation
• The Efficiency of Employment Relationship: Through Data Envelopment Analysis
• An Intelligent Marshalling Model for Enterprise Station Freight Railway
• Fault Diagnosis of Coal Mining Machinery Based on State Parameters
• Hierarchies and Uncertainty Measures on Pythagorean Fuzzy Approximation Spaces
• Data-Driven Modeling of Mechanical Properties of Cast Iron Using Fuzzy Logic
• Reward-Free Reinforcement Learning Algorithm Using Prediction Network
• Differential Privacy Trajectory Data Protection Algorithm Based on Polar Coordinate Transformation
• Visualization of the Artist Relations Using Twitter User Profiles
• A New Approach for the Detection of Concrete Cracks Based on Adaptive Morphological Filtering
• Hardware Detection Method of Transmission Line Patrol Inspection Image Based on Improved YOLOV4 Model
• The Relation of Career Adaptability to Values Realization Degree and Organizational Citizenship Behavior
• Research on the Internal Relationship Characteristics and Their Influences of Knowledge Sharing Multilevel Network in Q&A Community
• Characterizing Eating Disorder Issues on Sina Weibo
• Optimization of Transit Scheduling Combined with Short-Turn Service Based on Real-Time Passenger Flow
• Monitoring the Development Quality of College Students Based on Knowledge Graph
• Hierarchy Spatial-Temporal Transformer for Action Recognition in Short Videos
• A Brief Review of Relation Extraction Based on Pre-Trained Language Models
• Subject Index
• Author Index