Fuzzy Systems and Data MiningⅡ :Proceedings of FSDM 2016 ( Frontiers in Artificial Intelligence and Applications )

Publication subTitle :Proceedings of FSDM 2016

Publication series :Frontiers in Artificial Intelligence and Applications

Author: Sun S.-L.;Tallón-Ballesteros A.J.;Pamučar D.S.  

Publisher: Ios Press‎

Publication year: 2016

E-ISBN: 9781614997221

P-ISBN(Paperback): 9781614997214

Subject: TP Automation Technology , Computer Technology

Keyword: 自动化技术、计算机技术

Language: ENG

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Description

Fuzzy systems and data mining are now an essential part of information technology and data management, with applications affecting every imaginable aspect of our daily lives. This book contains 81 selected papers from those accepted and presented at the 2nd international conference on Fuzzy Systems and Data Mining (FSDM2016), held in Macau, China, in December 2016. This annual conference focuses on 4 main groups of topics: fuzzy theory, algorithm and system; fuzzy applications; the interdisciplinary field of fuzzy logic and data mining; and data mining, and the event provided a forum where more than 100 qualified, high-level researchers and experts from over 20 countries, including 4 keynote speakers, gathered to create an important platform for researchers and engineers worldwide to engage in academic communication. All the papers collected here present original ideas, methods and results of general significance supported by clear reasoning and compelling evidence, and as such the book represents a valuable and wide ranging reference resource of interest to all those whose work involves fuzzy systems and data mining.

Chapter

A New Integrating SAW-TOPSIS Based on Interval Type-2 Fuzzy Sets for Decision Making

Algorithms for Finding Oscillation Period of Fuzzy Tensors

Toward a Fuzzy Minimum Cost Flow Problem for Damageable Items Transportation

Research on the Application of Data Mining in the Field of Electronic Commerce

A Fuzzy MEBN Ontology Language Based on OWL2

State Assessment of Oil-Paper Insulation Based on Fuzzy Rough Sets

Finite-Time Stabilization for T-S Fuzzy Networked Systems with State and Communication Delay

A Trapezoidal Fuzzy Multiple Attribute Decision Making Based on Rough Sets

Fuzzy Rule-Based Stock Ranking Using Price Momentum and Market Capitalization

Adaptive Fuzzy Sliding-Mode Control of Robot and Simulation

Hesitant Bipolar Fuzzy Set and Its Application in Decision Making

Chance Constrained Twin Support Vector Machine for Uncertain Pattern Classification

Set-Theoretic Kripke-Style Semantics for Monoidal T-Norm (Based) Logics

Data Mining

Dynamic Itemset Mining Under Multiple Support Thresholds

Deep Learning with Large Scale Dataset for Credit Card Data Analysis

Probabilistic Frequent Itemset Mining Algorithm over Uncertain Databases with Sampling

Priority Guaranteed and Energy Efficient Routing in Data Center Networks

Yield Rate Prediction of a Dynamic Random Access Memory Manufacturing Process Using Artificial Neural Network

Mining Probabilistic Frequent Itemsets with Exact Methods

Performance Degradation Analysis Method Using Satellite Telemetry Big Data

A Decision Tree Model for Meta-Investment Strategy of Stock Based on Sector Rotating

Virtualized Security Defense System for Blurred Boundaries of Next Generation Computing Era

Implicit Feature Identification in Chinese Reviews Based on Hybrid Rules

Characteristics Analysis and Data Mining of Uncertain Influence Based on Power Law

Hazardous Chemicals Accident Prediction Based on Accident State Vector Using Multimodal Data

Regularized Level Set for Inhomogeneity Segmentation

Exploring the Non-Trivial Knowledge Implicit in Test Instance to Fully Represent Unrestricted Bayesian Classifier

The Factor Analysis's Applicability on Social Indicator Research

Research on Weapon-Target Allocation Based on Genetic Algorithm

PMDA-Schemed EM Channel Estimator for OFDM Systems

Soil Heavy Metal Pollution Research Based on Statistical Analysis and BP Network

An Improved Kernel Extreme Learning Machine for Bankruptcy Prediction

Novel DBN Structure Learning Method Based on Maximal Information Coefficient

Improvement of the Histogram for Infrequent Color-Based Illustration Image Classification

Design and Implementation of a Universal QC-LDPC Encoder

Quantum Inspired Bee Colony Optimization Based Multiple Relay Selection Scheme

A Speed up Method for Collaborative Filtering with Autoencoders

Analysis of NGN-Oriented Architecture for Internet of Things

Hypergraph Spectral Clustering via Sample Self-Representation

Safety Risk Early-Warning for Metro Construction Based on Factor Analysis and BP_Adaboost Network

The Method Study on Tax Inspection Cases-Choice: Improved Support Vector Machine

Development of the System with Component for the Numerical Calculation and Visualization of Non-Stationary Waves Propagation in Solids

Infrared Image Recognition of Bushing Type Cable Terminal Based on Radon and Fourier-Mellin Transform and BP Neural Network

Face Recognition with Single Sample Image per Person Based on Residual Space

Cloud Adaptive Parallel Simulated Annealing Genetic Algorithm in the Application of Personnel Scheduling in National Geographic Conditions Monitoring

Quality Prediction in Manufacturing Process Using a PCA-BPNN Model

The Study of an Improved Intelligent Student Advising System

An Enhanced Identity Authentication Security Access Control Model Based on 802.1x Protocol

Recommending Entities for E-R Model by Ontology Reasoning Techniques

V-Sync: A Velocity-Based Time Synchronization for Multi-Hop Underwater Mobile Sensor Networks

An Electricity Load Forecasting Method Based on Association Rule Analysis Attribute Reduction in Smart Grid

The Improved Projection Pursuit Evaluation Model Based on Depso Algorithm

HRVBased Stress Recognizing by Random Forest

Ricci Flow for Optimization Routing in WSN

Research on the Application-Driven Architecture in Internet of Things

A GOP-Level Bitrate Clustering Recognition Algorithm for Wireless Video Transmission

The Analysis of Cognitive Image and Tourism Experience in Taiwan's Old Streets Based on a Hybrid MCDM Approach

A Collaborative Filtering Recommendation Model Based on Fusion of Correlation-Weighted and Item Optimal-Weighted

A Cayley Theorem for Regular Double Stone Algebras

ARII-eL: An Adaptive, Informal and Interactive eLearning Ontology Network

Early Prediction of System Faults

QoS Aware Hierarchical Routing Protocol Based on Signal to Interference plus Noise Ratio and Link Duration for Mobile Ad Hoc Networks

The Design and Implementation of Meteorological Microblog Public Opinion Hot Topic Extraction System

Modeling and Evaluating Intelligent Real-Time Route Planning and Carpooling System with Performance Evaluation Process Algebra

Multimode Theory Analysis of the Coupled Microstrip Resonator Structure

A Method for Woodcut Rendering from Images

Research on a Non-Rigid 3D Shape Retrieval Method Based on Global and Partial Description

Virtual Machine Relocating with Combination of Energy and Performance Awareness

Network Evolution via Preference and Coordination Game

Sensor Management Strategy with Probabilistic Sensing Model for Collaborative Target Tracking in Wireless Sensor Network

Generalized Hybrid Carrier Modulation System Based M-WFRFT with Partial FFT Demodulation over Doubly Selective Channels

On the Benefits of Network Coding for Unicast Application in Opportunistic Traffic Offloading

A Geometric Graph Model of Citation Networks with Linearly Growing Node-Increment

Complex System in Scientific Knowledge

Two-Wavelength Transport of Intensity Equation for Phase Unwrapping

A Study of Filtering Method for Accurate Indoor Positioning System Using Bluetooth Low Energy Beacons

Subject Index

Author Index

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