fuzzy systems and data mining ⅱ

FUZZY SYSTEMS AND DATA MINING Ⅱ

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.

FUZZY SYSTEMS AND DATA MINING Ⅱ

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.

293

Frontiers in Artificial Intelligence and Applications

FUZZY SYSTEMS AND DATA MINING Ⅱ Proceedings of FSDM 2016 Edited by

Shilei Sun Antonio J. Tallón-Ballesteros Dragan S. Pamucǎ r Feng Liu

S. Sun, A. J. Tallón-Ballesteros D. S. Pamučar and F. Liu (Eds.)

ISBN 978-1-61499-721-4 (print) ISBN 978-1-61499-722-1 (online) ISSN 0922-6389 (print) ISSN 1879-8314 (online)

721-Sun_V1.indd 1

02-11-16 13:11

FUZZY SYSTEMS AND DATA MINING II

Frontiers in Artificial Intelligence and Applications The book series Frontiers in Artificial Intelligence and Applications (FAIA) covers all aspects of theoretical and applied Artificial Intelligence research in the form of monographs, doctoral dissertations, textbooks, handbooks and proceedings volumes. The FAIA series contains several sub-series, including ‘Information Modelling and Knowledge Bases’ and ‘Knowledge-Based Intelligent Engineering Systems’. It also includes the biennial European Conference on Artificial Intelligence (ECAI) proceedings volumes, and other EurAI (European Association for Artificial Intelligence, formerly ECCAI) sponsored publications. An editorial panel of internationally well-known scholars is appointed to provide a high quality selection. Series Editors: J. Breuker, N. Guarino, J.N. Kok, J. Liu, R. López de Mántaras, R. Mizoguchi, M. Musen, S.K. Pal and N. Zhong

Volume 293 Recently published in this series Vol. 292. H. Jaakkola, B. Thalheim, Y. Kiyoki and N. Yoshida (Eds.), Information Modelling and Knowledge Bases XXVIII Vol. 291. G. Arnicans, V. Arnicane, J. Borzovs and L. Niedrite (Eds.), Databases and Information Systems IX – Selected Papers from the Twelfth International Baltic Conference, DB&IS 2016 Vol. 290. J. Seibt, M. Nørskov and S. Schack Andersen (Eds.), What Social Robots Can and Should Do – Proceedings of Robophilosophy 2016 / TRANSOR 2016 Vol. 289. I. Skadiņa and R. Rozis (Eds.), Human Language Technologies – The Baltic Perspective – Proceedings of the Seventh International Conference Baltic HLT 2016 Vol. 288. À. Nebot, X. Binefa and R. López de Mántaras (Eds.), Artificial Intelligence Research and Development – Proceedings of the 19th International Conference of the Catalan Association for Artificial Intelligence, Barcelona, Catalonia, Spain, October 19–21, 2016 Vol. 287. P. Baroni, T.F. Gordon, T. Scheffler and M. Stede (Eds.), Computational Models of Argument – Proceedings of COMMA 2016 Vol. 286. H. Fujita and G.A. Papapdopoulos (Eds.), New Trends in Software Methodologies, Tools and Techniques – Proceedings of the Fifteenth SoMeT_16 Vol. 285. G.A. Kaminka, M. Fox, P. Bouquet, E. Hüllermeier, V. Dignum, F. Dignum and F. van Harmelen (Eds.), ECAI 2016 – 22nd European Conference on Artificial Intelligence, 29 August–2 September 2016, The Hague, The Netherlands – Including Prestigious Applications of Artificial Intelligence (PAIS 2016)

ISSN 0922-6389 (print) ISSN 1879-8314 (online)

Fuzzy Systems and Data Mining II Proceedings of FSDM 2016

Edited by

Shilei Sun International School of Software, Wuhan University, China

Antonio J. Tallón-Ballesteros Department of Languages and Computer Systems, University of Seville, Spain

Dragan S. Pamučar Department of Logistic, University of Defence in Belgrade, Serbia

and

Feng Liu International School of Software, Wuhan University, China

Amsterdam • Berlin • Washington, DC

© 2016 The authors and IOS Press. All rights reserved. No part of this book may be reproduced, stored in a retrieval system, or transmitted, in any form or by any means, without prior written permission from the publisher. ISBN 978-1-61499-721-4 (print) ISBN 978-1-61499-722-1 (online) Library of Congress Control Number: not yet known Publisher IOS Press BV Nieuwe Hemweg 6B 1013 BG Amsterdam Netherlands fax: +31 20 687 0019 e-mail: [email protected] For book sales in the USA and Canada: IOS Press, Inc. 6751 Tepper Drive Clifton, VA 20124 USA Tel.: +1 703 830 6300 Fax: +1 703 830 2300 [email protected]

LEGAL NOTICE The publisher is not responsible for the use which might be made of the following information. PRINTED IN THE NETHERLANDS

v

Preface Fuzzy Systems and Data Mining (FSDM) is an annual international conference devoted to four main groups of topics: a) fuzzy theory, algorithm and system; b) fuzzy application; c) the interdisciplinary field of fuzzy logic and data mining; and d) data mining. Following the great success of FSDM 2015, held in Shanghai, the second edition in the FSDM series was held in Macau, China, where experts, researchers, academics and participants from the industry were introduced to the latest advances in the field of Fuzzy Sets and Data Mining. Macau was declared a UNESCO World Heritage Site in 2005 by virtue of its cultural importance. The historic centre of Macau is of particular interest because of its mixture of traditional Chinese and Portuguese cultures. Macau has both Cantonese (a variant of Chinese) and Portuguese as official languages. This volume contains the papers accepted and presented at the 2nd International Conference on Fuzzy Systems and Data Mining (FSDM 2016), held on 11–14 December 2016 in Macau, China. All papers have been carefully reviewed by programme committee members and reflect the breadth and depth of the research topics which fall within the scope of FSDM. From several hundred submissions, 81 of the most promising and FAIA mainstream-relevant contributions have been selected for inclusion in this volume; they present original ideas, methods or results of general significance supported by clear reasoning and compelling evidence. FSDM 2016 was also a reference conference, and the conference programme included keynote and invited presentations, oral and poster contributions. The event provided a forum where more than 100 qualified and 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. I would like to thank all the keynote and invited speakers and authors for the effort they have put into preparing their contributions to the conference. We would also like to take this opportunity to express our gratitude to those people, especially the program committee members and reviewers, who devoted their time to assessing the papers. It is an honour to continue with the publication of these proceedings in the prestigious series Frontiers in Artificial Intelligence and Applications (FAIA) from IOS Press. Our particular thanks also go to J. Breuker, N. Guarino, J.N. Kok, R. López de Mántaras, J. Liu, R. Mizoguchi, M. Musen, S.K. Pal and N. Zhong, the FAIA series editors, for supporting this conference. Last but not least, I hope that all our participants have enjoyed their stay in Macau and their time at the Macau University of Science and Technology (M.U.S.T.). We hope you had a magnificent experience in both places. Antonio J. Tallón-Ballesteros University of Seville, Spain

vii

Contents Preface Antonio J. Tallón-Ballesteros

v

Fuzzy Control, Theory and System Cumulative Probability Distribution Based Computational Method for High Order Fuzzy Time Series Forecasting Sukhdev S. Gangwar and Sanjay Kumar Introduction to Fuzzy Dual Mathematical Programming Carlos A.N. Cosenza, Fabio Krykhtine, Walid El Moudani and Felix A.C. Mora-Camino Forecasting National Football League Game Outcomes Based on Fuzzy Candlestick Patterns Yu-Chia Hsu A Fuzzy Control Based Parallel Filling Valley Equalization Circuit Feng Ran, Ke-Wei Hu, Jing-Wei Zhao and Yuan Ji

3 11

22 28

Interval-Valued Hesitant Fuzzy Geometric Bonferroni Mean Aggregation Operator Xiao-Rong He, Ying-Yu Wu, De-Jian Yu, Wei Zhou and Sun Meng

37

A New Integrating SAW-TOPSIS Based on Interval Type-2 Fuzzy Sets for Decision Making Lazim Abdullah and C.W. Rabiatul Adawiyah C.W. Kamal

45

Algorithms for Finding Oscillation Period of Fuzzy Tensors Ling Chen and Lin-Zhang Lu

51

Toward a Fuzzy Minimum Cost Flow Problem for Damageable Items Transportation Si-Chao Lu and Xi-Fu Wang

58

Research on the Application of Data Mining in the Field of Electronic Commerce Xia Song and Fang Huang

65

A Fuzzy MEBN Ontology Language Based on OWL2 Zhi-Yun Zheng, Zhuo-Yun Liu, Lun Li, Dun Li and Zhen-Fei Wang

71

State Assessment of Oil-Paper Insulation Based on Fuzzy Rough Sets De-Hua He, Jin-Ding Cai, Song Xie and Qing-Mei Zeng

81

Finite-Time Stabilization for T-S Fuzzy Networked Systems with State and Communication Delay He-Jun Yao, Fu-Shun Yuan and Yue Qiao

87

viii

A Trapezoidal Fuzzy Multiple Attribute Decision Making Based on Rough Sets Zhi-Ying Lv, Ping Huang, Xian-Yong Zhang and Li-Wei Zheng Fuzzy Rule-Based Stock Ranking Using Price Momentum and Market Capitalization Ratchata Peachavanish

94

102

Adaptive Fuzzy Sliding-Mode Control of Robot and Simulation Huan Niu, Jie Yang and Jie-Ru Chi

108

Hesitant Bipolar Fuzzy Set and Its Application in Decision Making Ying Han, Qi Luo and Sheng Chen

115

Chance Constrained Twin Support Vector Machine for Uncertain Pattern Classification Ben-Zhang Yang, Yi-Bin Xiao, Nan-Jing Huang and Qi-Lin Cao Set-Theoretic Kripke-Style Semantics for Monoidal T-Norm (Based) Logics Eunsuk Yang

121 131

Data Mining Dynamic Itemset Mining Under Multiple Support Thresholds Nourhan Abuzayed and Belgin Ergenç

141

Deep Learning with Large Scale Dataset for Credit Card Data Analysis Ayahiko Niimi

149

Probabilistic Frequent Itemset Mining Algorithm over Uncertain Databases with Sampling Hai-Feng Li, Ning Zhang, Yue-Jin Zhang and Yue Wang Priority Guaranteed and Energy Efficient Routing in Data Center Networks Hu-Yin Zhang, Jing Wang, Long Qian and Jin-Cai Zhou Yield Rate Prediction of a Dynamic Random Access Memory Manufacturing Process Using Artificial Neural Network Chun-Wei Chang and Shin-Yeu Lin

159 167

173

Mining Probabilistic Frequent Itemsets with Exact Methods Hai-Feng Li and Yue Wang

179

Performance Degradation Analysis Method Using Satellite Telemetry Big Data Feng Zhou, De-Chang Pi, Xu Kang and Hua-Dong Tian

186

A Decision Tree Model for Meta-Investment Strategy of Stock Based on Sector Rotating Li-Min He, Shao-Dong Chen, Zhen-Hua Zhang, Yong Hu and Hong-Yi Jiang Virtualized Security Defense System for Blurred Boundaries of Next Generation Computing Era Hyun-A. Park

194

208

ix

Implicit Feature Identification in Chinese Reviews Based on Hybrid Rules Yong Wang, Ya-Zhi Tao, Xiao-Yi Wan and Hui-Ying Cao

220

Characteristics Analysis and Data Mining of Uncertain Influence Based on Power Law Ke-Ming Tang, Hao Yang, Qin Liu, Chang-Ke Wang and Xin Qiu

226

Hazardous Chemicals Accident Prediction Based on Accident State Vector Using Multimodal Data Kang-Wei Liu, Jian-Hua Wan and Zhong-Zhi Han

232

Regularized Level Set for Inhomogeneity Segmentation Guo-Qi Liu and Hai-Feng Li Exploring the Non-Trivial Knowledge Implicit in Test Instance to Fully Represent Unrestricted Bayesian Classifier Mei-Hui Li and Li-Min Wang

241

248

The Factor Analysis’s Applicability on Social Indicator Research Ying Xie, Yao-Hua Chen and Ling-Xi Peng

254

Research on Weapon-Target Allocation Based on Genetic Algorithm Yan-Sheng Zhang, Zhong-Tao Qiao and Jian-Hui Jing

260

PMDA-Schemed EM Channel Estimator for OFDM Systems Xiao-Fei Li, Di He and Xiao-Hua Chen

267

Soil Heavy Metal Pollution Research Based on Statistical Analysis and BP Network Wei-Wei Sun and Xing-Ping Sheng An Improved Kernel Extreme Learning Machine for Bankruptcy Prediction Ming-Jing Wang, Hui-Ling Chen, Bin-Lei Zhu, Qiang Li, Ke-Jie Wang and Li-Ming Shen

274 282

Novel DBN Structure Learning Method Based on Maximal Information Coefficient Guo-Liang Li, Li-Ning Xing and Ying-Wu Chen

290

Improvement of the Histogram for Infrequent Color-Based Illustration Image Classification Akira Fujisawa, Kazuyuki Matsumoto, Minoru Yoshida and Kenji Kita

299

Design and Implementation of a Universal QC-LDPC Encoder Qian Yi and Han Jing Quantum Inspired Bee Colony Optimization Based Multiple Relay Selection Scheme Feng-Gang Lai, Yu-Tai Li and Zhi-Jie Shang

306

312

A Speed up Method for Collaborative Filtering with Autoencoders Wen-Zhe Tang, Yi-Lei Wang, Ying-Jie Wu and Xiao-Dong Wang

321

Analysis of NGN-Oriented Architecture for Internet of Things Wei-Dong Fang, Wei He, Zhi-Wei Gao, Lian-Hai Shan and Lu-Yang Zhao

327

x

Hypergraph Spectral Clustering via Sample Self-Representation Shi-Chao Zhang, Yong-Gang Li, De-Bo Cheng and Zhen-Yun Deng

334

Safety Risk Early-Warning for Metro Construction Based on Factor Analysis and BP_Adaboost Network Hong-De Wang, Bai-Le Ma and Yan-Chao Zhang

341

The Method Study on Tax Inspection Cases-Choice: Improved Support Vector Machine Jing-Huai She and Jing Zhuo

347

Development of the System with Component for the Numerical Calculation and Visualization of Non-Stationary Waves Propagation in Solids Zhanar Akhmetova, Serik Zhuzbayev, Seilkhan Boranbayev and Bakytbek Sarsenov

353

Infrared Image Recognition of Bushing Type Cable Terminal Based on Radon and Fourier-Mellin Transform and BP Neural Network Hai-Qing Niu, Wen-Jian Zheng, Huang Zhang, Jia Xu and Ju-Zhuo Wu

360

Face Recognition with Single Sample Image per Person Based on Residual Space Zhi-Bo Guo, Yun-Yang Yan, Yang Wang and Han-Yu Yuan

367

Cloud Adaptive Parallel Simulated Annealing Genetic Algorithm in the Application of Personnel Scheduling in National Geographic Conditions Monitoring Juan Du, Xu Zhou, Shu Tao and Qian Liu

377

Quality Prediction in Manufacturing Process Using a PCA-BPNN Model Hong Zhou and Kun-Ming Yu

390

The Study of an Improved Intelligent Student Advising System Xiaosong Li

397

An Enhanced Identity Authentication Security Access Control Model Based on 802.1x Protocol Han-Ying Chen and Xiao-Li Liu Recommending Entities for E-R Model by Ontology Reasoning Techniques Xiao-Xing Xu, Dan-Tong Ouyang, Jie Liu and Yu-Xin Ye

407 414

V-Sync: A Velocity-Based Time Synchronization for Multi-Hop Underwater Mobile Sensor Networks Meng-Na Zhang, Hai-Yan Wang, Jing-Jie Gao and Xiao-Hong Shen

420

An Electricity Load Forecasting Method Based on Association Rule Analysis Attribute Reduction in Smart Grid Huan Liu and Ying-Hua Han

429

The Improved Projection Pursuit Evaluation Model Based on Depso Algorithm Bin Zhu and Wei-Dong Jin

438

HRVBased Stress Recognizing by Random Forest Gang Zheng, Yan-Hui Chen and Min Dai

444

xi

Ricci Flow for Optimization Routing in WSN Ke-Ming Tang, Hao Yang, Xin Qiu and Lv-Qing Wu

452

Research on the Application-Driven Architecture in Internet of Things Wei-Dong Fang, Wei He, Wei Chen, Lian-Hai Shan and Feng-Ying Ma

458

A GOP-Level Bitrate Clustering Recognition Algorithm for Wireless Video Transmission Wen-Juan Shi, Song Li, Yan-Jing Sun, Qi Cao and Hai-Wei Zuo

466

The Analysis of Cognitive Image and Tourism Experience in Taiwan’s Old Streets Based on a Hybrid MCDM Approach Chung-Ling Kuo and Chia-Li Lin

476

A Collaborative Filtering Recommendation Model Based on Fusion of Correlation-Weighted and Item Optimal-Weighted Shi-Qi Wen, Cheng Wang, Jian-Ying Wang, Guo-Qi Zheng, Hai-Xiao Chi and Ji-Feng Liu

487

A Cayley Theorem for Regular Double Stone Algebras Cong-Wen Luo

501

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

507

Early Prediction of System Faults You Li and Yu-Ming Lin

519

QoS Aware Hierarchical Routing Protocol Based on Signal to Interference plus Noise Ratio and Link Duration for Mobile Ad Hoc Networks Yan-Ling Wu, Ming Li and Guo-Bin Zhang

525

The Design and Implementation of Meteorological Microblog Public Opinion Hot Topic Extraction System Fang Ren, Lin Chen and Cheng-Rui Yang

535

Modeling and Evaluating Intelligent Real-Time Route Planning and Carpooling System with Performance Evaluation Process Algebra Jie Ding, Rui Wang and Xiao Chen

542

Multimode Theory Analysis of the Coupled Microstrip Resonator Structure Ying Zhao, Ai-Hua Zhang and Ming-Xiao Wang

549

A Method for Woodcut Rendering from Images Hong-Qiang Zhang, Shu-Wen Wang, Cong Ma and Bing-Kun Pi

555

Research on a Non-Rigid 3D Shape Retrieval Method Based on Global and Partial Description Tian-Wen Yuan, Yi-Nan Lu, Zhen-Kun Shi and Zhe Zhang

562

Virtual Machine Relocating with Combination of Energy and Performance Awareness Xiang Li, Ning-Jiang Chen, You-Chang Xu and Rangsarit Pesayanavin

570

Network Evolution via Preference and Coordination Game En-Ming Dong, Jian-Ping Li and Zheng Xie

579

xii

Sensor Management Strategy with Probabilistic Sensing Model for Collaborative Target Tracking in Wireless Sensor Network Yong-Jian Yang, Xiao-Guang Fan, Sheng-Da Wang, Zhen-Fu Zhuo, Jian Ma and Biao Wang

585

Generalized Hybrid Carrier Modulation System Based M-WFRFT with Partial FFT Demodulation over Doubly Selective Channels Yong Li, Zhi-Qun Song and Xue-Jun Sha

592

On the Benefits of Network Coding for Unicast Application in Opportunistic Traffic Offloading Jia-Ke Jiao, Da-Ru Pan, Ke Lv and Li-Fen Sun

598

A Geometric Graph Model of Citation Networks with Linearly Growing Node-Increment Qi Liu, Zheng Xie, En-Ming Dong and Jian-Ping Li

605

Complex System in Scientific Knowledge Zong-Lin Xie, Zheng Xie, Jian-Ping Li and Xiao-Jun Duan

612

Two-Wavelength Transport of Intensity Equation for Phase Unwrapping Cheng Zhang, Hong Cheng, Chuan Shen, Fen Zhang, Wen-Xia Bao, Sui Wei, Chao Han, Jie Fang and Yun Xia

618

A Study of Filtering Method for Accurate Indoor Positioning System Using Bluetooth Low Energy Beacons Young Hyun Jin, Wonseob Jang, Bin Li, Soo Jeong Kwon, Sung Hoon Lim and Andy Kyung-yong Yoon

624

Subject Index

633

Author Index

637

Fuzzy Systems and Data Mining II S. Sun et al. (Eds.) IOS Press, 2016 © 2016 The authors and IOS Press. All rights reserved.

633

Subject Index 3D mesh retrieval 562 access control 407 accident prediction 232 accident state vector 232 adaptive learning 507 aggregation operator 37 applicability 254 architecture 327, 458 area compensation 58 artificial neural network 173 association pair extraction 220 association rule mining 141, 429 attribute reduction 94 authentication client 407 auto-encoder 321 autoregressive model 570 avalanche 226 bankruptcy prediction 282 battery equalization 28 beacon 624 big data 65 bipolar-valued fuzzy set 115 bitrate clustering recognition 466 Bluetooth Low Energy (BLE) 624 blurred security boundaries 208 Bonferroni mean 37 BP network 274, 341 BP neural network 360 BPNN 390 bushing type cable terminal 360 card transaction dataset 149 case 65 centroid points 94 chance constraints 121 citation network 605 cloud reasoning 377 clustering 397 clustering algorithm 466 cobweb 397 cognitive image 476 collaborative filtering 397, 487 collaborative target tracking 585 color histogram 299

comment mining 220 complex network 612 complex system 612 computation times 241 computational method 3 conditional probability introduction 220 cooperative relaying 312 coordination game 579 correlation analysis 274 correlation-weighted 487 course 397 credit approval dataset 149 curvature flow 562 data analysis 254 data center networks 167 data mining 65, 149, 159, 173, 179, 194, 248, 347, 612 data mining visualization 353 data sequence 519 database design 414 decision tree model 194 deep learning 149 delay 87 detection probability 585 differential evolution 438 DoG 562 DRAM 173 Dynamic Bayesian Networks (DBN) 290 dynamic itemset mining 141 early prediction 519 early warning index 341 Ebola 226 e-commerce 65 energy awareness 570 energy saving 167 energy utilization 28 engineering 353 equalizer 549 equivalent removing 549 E-R model 414 evaluation model 438

634

exact database 179 exact frequent itemset mining 179 expectation-maximization (EM) 267 face recognition 367 factor analysis 254, 341 fast Fourier transform solvers 618 fault detection 173, 519 feature extraction 360 filling valley balancing 28 finance 102 fingerprint 624 fluid flow approximation 542 FMADM 94 forecasting 3 Fourier-Mellin transform 360 fuzzy 87, 102 fuzzy C means clustering 81 fuzzy cognitive map (FCM) 476 fuzzy control 28, 108 fuzzy dual calculus 11 fuzzy dual numbers 11 fuzzy logic 22, 131 fuzzy MEBN 71 fuzzy rough sets 81 fuzzy set 115 fuzzy tensors 51 fuzzy time series 3 generalization hybrid carrier modulation (GHCM) system 592 genetic algorithm (GA) 260, 377 global minimization 241 group key 208 hazardous chemical accidents 232 heart rate variability 444 heavy metal pollution 274 hesitant fuzzy set 115 HFSS 549 high dimension PCA 390 hot words extraction 535 hyperbolic ricci flow 452 hypergraph 334 hypergraph Laplacian 334 illustration image 299 image binarization 555 image classification 299 image recognition 360 implicit feature 220 improved particle swarm optimization 282

incompatible bipolarity 115 indoor positioning 624 influence mechanism 605 informal learning 507 information system 353 infrared image 360 intelligent academic advising system 397 intensity inhomogeneity 241 interaction 507 interdisciplinary citation mechanism 605 Internet of Things (IoT) 327, 458 inter-timeslice arc 290 interval type-2 fuzzy set 45 itemset mining 141 item-weighted 487 ITS 542 IVHFS 37 joint robot 108 kernel extreme learning machine 282 kernelled support matrix machine 347 K-means 397 k-preference integration 58 LD 525 level set 241 lithium battery 28 load forecasting 429 local learning 248 logistic regression 444 low density parity check (LDPC) 306 MANETs 525 Markov blanket 248 mathematical programming 11 maximal information coefficient (MIC) 290 member indicator 208 meta-investment strategy 194 meteorological 535 metro construction 341 micro expressions 367 microblog 535 microstrip resonator 549 minimal strong component 51 minimum cost flow 58 momentum 102 multi-criteria decision making 45 multi-hop 420

635

multimode 549 multi-objective optimization 260 multiple criteria decision making 115 multiple instruction multiple data (MIMD) 306 multiple support thresholds 141 multi-pose 367 M-WFRFT 592 National Geographic Conditions Monitoring 377 network coding 598 network evolution 579 network relation map (NRM) 476 network reviews 220 networked systems 87 neural network 321 Next Generation Network (NGN) 327 node mobility 420 non-photorealistic rendering 555 novelty 487 numerical method 353 old street 476 ontology 507 ontology language 71 ontology network 507 ontology reasoning 414 open system interconnection (OSI) 327 opportunistic network 598 optimization 11, 452 optimization method 487 orthogonal frequency division multiplexing (OFDM) 267 oscillation period 51 packets control 598 parallel computing 377 parameter tuning 282 partial FFT demodulation 592 particle swarm optimization 438 PatientsLikeMe 208 pattern recognition 22 PEPA 542 performance awareness 570 performance degradation 186 performance evaluation 542 personalization 507 personnel optimization scheduling 377

phase unwrapping pollution index Poor man’s Data Augmentation (PMDA) popularity power efficiency power law degree distribution power-law distribution preference order priority probabilistic frequent itemset mining probabilistic frequent itemset probabilistic sensing model probability distribution projection pursuit propagation of non-stationary waves PR-OWL pseudonym PSNR public opinion QoS quality prediction quantitative concept lattice quantum bee colony optimization radio map radius agency radius EAPOL 802.1x radon transform random forests recommendation recommender system regular double Stone algebra regular ternary class relational semantics relay selection representation residual space return voltage reversed hash key chain Ricci flow robust optimization rough sets routing routing protocol row-sparse sample entropy

618 274 267 487 312 579 605 45 167 179 159 585 3 438 353 71 208 466 535 525 390 429 312 624 407 407 360 444 507 321 501 501 131 312 501 367 81 208 452 121 94 167 525 334 186

636

sample self-representation 334 sampling 159 sandpile model 226 sector rotation theory 194 segmentation 535, 562 semantic web 71, 414 (set-theoretic) Kripke-style semantics 131 signed distance 58 simple additive weighting 45 simulated annealing 377 simulation 108 SINR 525 sliding-mode control 108 smart grid 429 spectral clustering 334 sports gambling markets 22 sports metric forecasting 22 stock 102 stock selection model 194 stress recognition 444 structure learning 290 style 299 substructural logic 131 support vector data description 186 support vector machine 121, 232, 347 system science 612 tax inspection cases-choice 347 technical analysis 102 telemetry big data 186

time synchronization 420 t-norm (based) logics 131 TOPSIS 45 tourism experience 476 transport of intensity equation 618 trapezoidal fuzzy number 94 Trello 208 two wavelength illuminations 618 TWTA 549 uncertain classification 121 uncertain database 159, 179 unrestricted Bayesian classifier 248 user modelling 507 UWSNs 420 video frame quality 466 virtual image 367 virtual machine relocation 570 virtualized security defense system 208 VR/AR 208 weapon-target allocation 260 WEKA 397 wireless sensor network 452, 458, 585 wireless video 466 WLAN 306 woodcut rendering 555 worldwide interoperability for microwave access (WIMAX) 306 yield analysis 173

Fuzzy Systems and Data Mining II S. Sun et al. (Eds.) IOS Press, 2016 © 2016 The authors and IOS Press. All rights reserved.

637

Author Index Abdullah, L. Abuzayed, N. Akhmetova, Z. Bao, W.-X. Boranbayev, S. Burgos, D. Cai, J.-D. Cao, H.-Y. Cao, Q. Cao, Q.-L. Chang, C.-W. Chen, H.-L. Chen, H.-Y. Chen, L. Chen, N.-J. Chen, S. Chen, S.-D. Chen, W. Chen, X. Chen, X.-H. Chen, Y.-H. Chen, Y.-W. Cheng, D.-B. Cheng, H. Chi, H.-X. Chi, J.-R. Cosenza, C.A.N. Dai, M. Deng, Z.-Y. Ding, J. Dong, E.-M. Du, J. Duan, X.-J. El Moudani, W. Ergenç, B. Fan, X.-G. Fang, J. Fang, W.-D. Fujisawa, A. Gangwar, S.S. Gao, J.-J. Gao, Z.-W. Guo, Z.-B.

45 141 353 618 353 507 81 220 466 121 173 282 407 51, 535 570 115 194 458 542 267 254, 444 290 334 618 487 108 11 444 334 542 579, 605 377 612 11 141 585 618 327, 458 299 3 420 327 367

Han, C. 618 Han, Y. 115 Han, Y.-H. 429 Han, Z.-Z. 232 He, D. 267 He, D.-H. 81 He, L.-M. 194 He, W. 327, 458 He, X.-R. 37 Hsu, Y.-C. 22 Hu, K.-W. 28 Hu, Y. 194 Huang, F. 65 Huang, N.-J. 121 Huang, P. 94 Jang, W. 624 Ji, Y. 28 Jiang, H.-Y. 194 Jiao, J.-K. 598 Jin, W.-D. 438 Jin, Y.H. 624 Jing, H. 306 Jing, J.-H. 260 Kamal, C.W.R.A.C.W. 45 Kang, X. 186 Kita, K. 299 Krykhtine, F. 11 Kumar, S. 3 Kuo, C.-L. 476 Kwon, S.J. 624 Lai, F.-G. 312 Li, B. 624 Li, D. 71 Li, G.-L. 290 Li, H.-F. 159, 179, 241 Li, J.-P. 579, 605, 612 Li, L. 71 Li, M. 525 Li, M.-H. 248 Li, Q. 282 Li, S. 466 Li, X. 397, 570 Li, X.-F. 267

638

Li, Y. Li, Y.-G. Li, Y.-T. Lim, S.H. Lin, C.-L. Lin, S.-Y. Lin, Y.-M. Liu, G.-Q. Liu, H. Liu, J. Liu, J.-F. Liu, K.-W. Liu, Q. Liu, X.-L. Liu, Z.-Y. Lu, L.-Z. Lu, S.-C. Lu, Y.-N. Luo, C.-W. Luo, Q. Lv, K. Lv, Z.-Y. Ma, B.-L. Ma, C. Ma, F.-Y. Ma, J. Matsumoto, K. Meng, S. Mora-Camino, F.A.C. Niimi, A. Niu, H. Niu, H.-Q. Ouyang, D.-T. Pan, D.-R. Park, H.-A. Peachavanish, R. Peng, L.-X. Pesayanavin, R. Pi, B.-K. Pi, D.-C. Qian, L. Qiao, Y. Qiao, Z.-T. Qiu, X. Ran, F. Ren, F. Sarsenov, B. Sha, X.-J. Shan, L.-H.

519, 592 334 312 624 476 173 519 241 429 414 487 232 226, 377, 605 407 71 51 58 562 501 115 598 94 341 555 458 585 299 37 11 149 108 360 414 598 208 102 254 570 555 186 167 87 260 226, 452 28 535 353 592 327, 458

Shang, Z.-J. 312 She, J.-H. 347 Shen, C. 618 Shen, L.-M. 282 Shen, X.-H. 420 Sheng, X.-P. 274 Shi, W.-J. 466 Shi, Z.-K. 562 Song, X. 65 Song, Z.-Q. 592 Sun, L.-F. 598 Sun, W.-W. 274 Sun, Y.-J. 466 Tallón-Ballesteros, A.J. v Tang, K.-M. 226, 452 Tang, W.-Z. 321 Tao, S. 377 Tao, Y.-Z. 220 Tian, H.-D. 186 Wan, J.-H. 232 Wan, X.-Y. 220 Wang, B. 585 Wang, C. 487 Wang, C.-K. 226 Wang, H.-D. 341 Wang, H.-Y. 420 Wang, J. 167 Wang, J.-Y. 487 Wang, K.-J. 282 Wang, L.-M. 248 Wang, M.-J. 282 Wang, M.-X. 549 Wang, R. 542 Wang, S.-D. 585 Wang, S.-W. 555 Wang, X.-D. 321 Wang, X.-F. 58 Wang, Y. 159, 179, 220, 367 Wang, Y.-L. 321 Wang, Z.-F. 71 Wei, S. 618 Wen, S.-Q. 487 Wu, J.-Z. 360 Wu, L.-Q. 452 Wu, Y.-J. 321 Wu, Y.-L. 525 Wu, Y.-Y. 37 Xia, Y. 618 Xiao, Y.-B. 121

639

Xie, S. Xie, Y. Xie, Z. Xie, Z.-L. Xing, L.-N. Xu, J. Xu, X.-X. Xu, Y.-C. Yan, Y.-Y. Yang, B.-Z. Yang, C.-R. Yang, E. Yang, H. Yang, J. Yang, Y.-J. Yao, H.-J. Ye, Y.-X. Yi, Q. Yoon, A.K.-y. Yoshida, M. Yu, D.-J. Yu, K.-M. Yuan, F.-S. Yuan, H.-Y. Yuan, T.-W. Zeng, Q.-M. Zhang, A.-H. Zhang, C. Zhang, F. Zhang, G.-B. Zhang, H.

81 254 579, 605, 612 612 290 360 414 570 367 121 535 131 226, 452 108 585 87 414 306 624 299 37 390 87 367 562 81 549 618 618 525 360

Zhang, H.-Q. Zhang, H.-Y. Zhang, M.-N. Zhang, N. Zhang, S.-C. Zhang, X.-Y. Zhang, Y.-C. Zhang, Y.-J. Zhang, Y.-S. Zhang, Z. Zhang, Z.-H. Zhao, J.-W. Zhao, L.-Y. Zhao, Y. Zheng, G. Zheng, G.-Q. Zheng, L.-W. Zheng, W.-J. Zheng, Z.-Y. Zhou, F. Zhou, H. Zhou, J.-C. Zhou, W. Zhou, X. Zhu, B. Zhu, B.-L. Zhuo, J. Zhuo, Z.-F. Zhuzbayev, S. Zuo, H.-W.

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