Fuzzy Systems and Data MiningⅡ : Proceedings of FSDM 2016.
Sun, S. -L.
Fuzzy Systems and Data MiningⅡ : Proceedings of FSDM 2016. - 1st ed. - 1 online resource (652 pages) - Frontiers in Artificial Intelligence and Applications Series ; v.293 . - Frontiers in Artificial Intelligence and Applications Series .
Title Page -- Preface -- Contents -- Fuzzy Control, Theory and System -- Cumulative Probability Distribution Based Computational Method for High Order Fuzzy Time Series Forecasting -- Introduction to Fuzzy Dual Mathematical Programming -- Forecasting National Football League Game Outcomes Based on Fuzzy Candlestick Patterns -- A Fuzzy Control Based Parallel Filling Valley Equalization Circuit -- Interval-Valued Hesitant Fuzzy Geometric Bonferroni Mean Aggregation Operator -- 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.
9781614997221
Electronic books.
QA248.F899 2016
511.3/13
Fuzzy Systems and Data MiningⅡ : Proceedings of FSDM 2016. - 1st ed. - 1 online resource (652 pages) - Frontiers in Artificial Intelligence and Applications Series ; v.293 . - Frontiers in Artificial Intelligence and Applications Series .
Title Page -- Preface -- Contents -- Fuzzy Control, Theory and System -- Cumulative Probability Distribution Based Computational Method for High Order Fuzzy Time Series Forecasting -- Introduction to Fuzzy Dual Mathematical Programming -- Forecasting National Football League Game Outcomes Based on Fuzzy Candlestick Patterns -- A Fuzzy Control Based Parallel Filling Valley Equalization Circuit -- Interval-Valued Hesitant Fuzzy Geometric Bonferroni Mean Aggregation Operator -- 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.
9781614997221
Electronic books.
QA248.F899 2016
511.3/13