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Fuzzy systems and data mining VI proceedings of FSDM 2020 / edited by Antonio J. Tallón-Ballesteros.

Contributor(s): Material type: TextTextSeries: Publication details: Amsterdam : IOS Press, (c)2020.Description: 1 online resource (812 pages)Content type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 9781643681351
Other title:
  • FSDM 2020
Subject(s): Genre/Form: LOC classification:
  • QA248 .F899 2020
Online resources: Available additional physical forms:
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
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
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
A Virtual Reality Check: Covid-19 and 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
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
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International conference proceedings.

Description based upon print version of record.

Includes bibliographies and index.

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 and 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.

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