Fuzzy Systems and Data Mining VI : Proceedings of FSDM 2020.

Format:

Book

Author/Creator:

Tallón-Ballesteros, A. J.

Series:

Frontiers in Artificial Intelligence and Applications

Frontiers in Artificial Intelligence and Applications ; v.331

Language:

English

Subjects (All):

Data mining.

Fuzzy systems.

Genre:

Conference papers and proceedings

Physical Description:

1 online resource (812 pages)

Edition:

1st ed.

Place of Publication:

: IOS Press, Incorporated, 2020.

Summary:

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.

Contents:

Intro

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 &amp.

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&amp

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.

Notes:

Description based on publisher supplied metadata and other sources.

ISBN:

9781643681351

1643681354

OCLC:

1226582980