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IEEE Catalog Number: ISBN:
CFP13523-POD 978-1-4799-0259-0
2013 International Conference on Machine Learning and Cybernetics (ICMLC 2013)
Tianjin, China 14-17 July 2013
Volume 1 Pages 1-495
1/4
Proceedings of the 2013 International Conference on Machine Learning and Cybernetics, Tianjin, 14-17 July, 2013
Contents
Greetings from the General Chairs..........................................................................................................................ⅠⅠⅠⅠ
Greetings from the Program Committee Chairs............................................................................ⅡⅡⅡⅡ
Organizing Committee ...............................................................................................................................................................ⅢⅢⅢⅢ
Organizing Committee of IWWIP ..................................................................................................................ⅤⅤⅤⅤ
Program Committee......................................................................................................................................................................ⅥⅥⅥⅥ
Program Committee of IWWIP ........................................................................................................................ⅦⅦⅦⅦ
List of Reviewers...........................................................................................................................................................VIIIVIIIVIIIVIII
List of Reviewers for IWWIP ................................................................................................................................X
Contributed Papers
A DATA FUSION ROUTING ALGORITHM IN WIRELESS SENSOR NETWORK BASED ON MOBILE AGENT
JIN-GANG CAO .........................................................................................................................................................................................1
A FUSION IRIS FEATURE EXTRACTION METHOD BASED ON FISHER LINEAR DISCRIMINANT
YONG ZHANG, YAN WO..........................................................................................................................................................................5
AN IMPROVED LOCAL ADAPTIVE CLUSTERING ENSEMBLE BASED ON LINK ANALYSIS
LI-JUAN WANG, ZHI-FENG HAO, RUI-CHU CAI, WEN WEN...........................................................................................................10
AP2CE: DOUBLE AFFINITY PROPAGATION BASED CLUSTER ENSEMBLE
DAXING WANG, LE LI, ZHIWEN YU, XIAOWEI WANG....................................................................................................................16
BAYESIAN MULTI-SOURCE DOMAIN ADAPTATION
SHI-LIANG SUN, HONG-LEI SHI ..........................................................................................................................................................24
CLUSTERING ENSEMBLE METHOD BASED DILCA DISTANCE
BAO-PING SU, MING-CHUN WANG, YUAN-YUAN SUN, KUN LIU ................................................................................................29
CLUSTERING-BASED SUBSET ENSEMBLE LEARNING METHOD FOR IMBALANCED DATA
XIAO-SHENG HU, RUN-JING ZHANG .................................................................................................................................................35
FUSION AND COMPARISON OF MULTI-GRANULATION ROUGH SETS
TONG-JUN LI, WEI-ZHI WU, MING-ZHI LI .........................................................................................................................................40
MULTI-PATTERN FUSION BASED SEMI-SUPERVISED NAME ENTITY RECOGNITION
ZIGUANG CHENG, DEQUAN ZHENG, SHENG LI...............................................................................................................................45
Proceedings of the 2013 International Conference on Machine Learning and Cybernetics, Tianjin, 14-17 July, 2013
MULTI-VIEW CLUSTERING ENSEMBLES
XIJIONG XIE, SHILIANG SUN ..............................................................................................................................................................51
MUTIPLE CLASSIFIER SYSTEM BASED ANDROID MALWARE DETECTION
WEN LIU...................................................................................................................................................................................................57
A NEW HYBRID DIAGRAMMATIC REASONING SYSTEM
SHUANG-SHUANG YAN, NING ZHAO, SHI-ZHONG LIAO ..............................................................................................................63
A SEARCH LOG CLUSTERING ALGORITHM BASED ON THE IDEA OF HIERARCHY
SHU-SHENG HOU, HAN JIN, YANG WEI, XU WANG, BAO-QUAN FAN, JIN-MAO WEI...............................................................69
AN ANALYSIS ON SUB-REGIONAL VOTING SCHEME
YONGQUAN QIAO, LIANG CHEN .......................................................................................................................................................75
EXPLORING CONFIDENCE-BASED NEIGHBORHOODS IN OUTLIER DETECTION
JUIHSI FU, SINGLING LEE, CHIAWEN WU ........................................................................................................................................81
INTERVAL-GAP-BASED LOGISTICS TIME ONTOLOGY MODELING AND VALIDATION FOR DECISION SUPPORT
QIAN YANG, LOI LEI LAI, ZHIYONG FENG .......................................................................................................................................87
INVESTIGATION ON JULY 2012 INDIAN BLACKOUT
LOI LEI LAI, HAO TIAN ZHANG, CHUN SING LAI, FANG YUAN XU, SUKUMAR MISHRA ......................................................92
KNOWLEDGE ACQUISITION TO INTERVAL-VALUED FUZZY DECISION INFORMATION SYSTEMS BASED ON
INCLUSION MEASURE
HONG-YING ZHANG, ZHI-WEI YUE, SHU-YUN YANG ....................................................................................................................98
METHODOLOGY FOR COST BENEFIT ANALYSIS OF SMART GRID USED IN DECISION SUPPORT
QIAN YANG, LOI LEI LAI, CHUN SING LAI......................................................................................................................................104
MULTI-GRANULATION ROUGH SETS IN MULTI-SCALE INFORMATION SYSTEMS
SHEN-MING GU, XUE LI, WEI-ZHI WU, HAO NIAN .......................................................................................................................108
A METHOD FOR FEATURE SELECTION BASED ON THE OPTIMAL HYPERPLANE OF SVM AND INDEPENDENT
ANALYSIS
LIN-FANG HU, WEI GONG, LI-XIAO QI, PING WANG.....................................................................................................................114
A NOVEL METHOD FOR VESSEL SKELETON EXTRACTION
PENGYUE ZHANG, XINHUA YOU, DUANQUAN XU ......................................................................................................................118
ATTRIBUTE REDUCTION AND ATTRIBUTE CHARACTERISTICS OF FORMAL CONTEXTS
ERIC C.C. TSANG, MING-WEN SHAO................................................................................................................................................124
FEATURE SELECTION BASED ON COMPLEMENTARITY OF FEATURE CLASSIFICATION CAPABILITY
FEI GAO, TIAN YU, YANG WEI, HAN JIN, JIN-MAO WEI...............................................................................................................130
GEODESIC DISTANCE BASED SEMI-SUPERVISED LOCALITY DIMENSINALITY REDUCTION
YAN WANG, MING YU, YU-XIN ZHAI, JI-CHUAN CHEN ...............................................................................................................136
HISTORICAL TERM SELECTION IN SHORT TERM LOAD FORECASTING USING LOCALIZED GENERALIZATION
ERROR MODEL
CHENG YANG, ZHI WEI QIU ...............................................................................................................................................................N/A A GIRD-BASED FUZZY CLUSTER APPROACH
SHIHONG YUE, XIAOGUANG HUANG.............................................................................................................................................148
A NEW ALGORITHM OF ATTRIBUTE REDUCTION BASED ON FUZZY CLUSTERING
MIN ZHANG, DE-GANG CHEN, YAN-YAN YANG ............................................................................................................................155
AN EXPONENTIAL ENTROPY ON INTUITIONISTIC FUZZY SETS
DA-ZENG TIAN, ZHONG-TANG YANG..............................................................................................................................................N/A AN FRAMEWORK FOR GENERATING FUZZY DECISION TREES BASED ON FUZZY ROUGH TECHNIQUES
QUN-FENG ZHANG, TIAN-YI ZHANG, YU-FEN ZHANG ................................................................................................................164
FUZZY COMPATIBILITY RELATION-BASED DECISION-THEORETIC ROUGH SET OVER TWO UNIVERSIES
YOU-QUAN XU, DA-LIN ZENG, BING-ZHEN SUN ..........................................................................................................................169
FUZZY CONCEPT LATTICE BASED ON GOGUEN IMPLICATION OPERATOR AND ITS APPROXIMATE REASONING
SHU-XIAN ZHENG, BIN XIE, JU-SHENG MI .....................................................................................................................................174
Proceedings of the 2013 International Conference on Machine Learning and Cybernetics, Tianjin, 14-17 July, 2013
FUZZY SLIDING MODE CONTROL FOR A CLASS OF UNDERACTUATED SYSTEMS
SHUAI LI, DIAN-TONG LIU, PEI-JIN WANG.....................................................................................................................................178
INTUITIONISTIC FUZZY COGNITIVE MAP BASED ON FUZZY MEASURE AND INTEGRAL
GUO-FANG ZHANG, LI-HUI HE, YU-TING JIANG, YUE WANG .....................................................................................................188
LICENSE PLATE BINARIZATION METHOD BASED ON FUZZY CLASSIFICATION
YAN WO, BO ZHANG ...........................................................................................................................................................................194
MULTI-GRANULATION ROUGH SET MODEL IN INTUITIONISTIC FUZZY-VALUED INFORMATION SYSTEM
QING GUO, SHAN-LIN YANG, LEI WU ..............................................................................................................................................199
ORDINAL DECISION TREES BASED ON FUZZY RANK ENTROPY
XIN WANG, JUN-HAI ZHAI, JIAN-KAI CHEN, XI-ZHAO WANG....................................................................................................N/A PROBABILISTIC TOLERANCE ROUGH SET MODEL
JUN-HAI ZHAI, BIN WAN, SU-FANG ZHANG...................................................................................................................................N/A THE INTERVAL-VALUED FUZZY SETS BASED ON FLOU SETS
HONG-XIA LI, KUN LIU, ZENG-TAI GONG ......................................................................................................................................223
ELICITATION OF MACHINE LEARNING TO HUMAN LEARNING FROM ITERATIVE ERROR CORRECTING
JUAN GAO, CHUN-FANG LI, ZHEN-GUO LIU, LIAN-ZHONG LIU................................................................................................229
A METHOD OF HYPERSPECTRAL IMAGE CLASSIFICATION BASED ON POSTERIOR PROBABILITY SVM AND MRF
HONG-MIN GAO, MENG-XI XU, MING-GANG XU, XIN WANG, FENG-CHEN HUANG.............................................................235
A NEW FUZZY MAXIMAL-MARGIN SPHERICAL-STRUCTURED MULTI-CLASS SUPPORT VECTOR MACHINE
PEI-YI HAO ............................................................................................................................................................................................241
APPLICATED ANT COLONY ALGORITHM TO TRANSPORT NETWORK OPTIMIZATION
LU YANG, SHI-YAN FAN ......................................................................................................................................................................N/A APPLY AN AUTOMATIC PARAMETER SELECTION METHOD TO GENERALIZED DISCRIMINANT ANALYSIS WITH
RBF KERNEL FOR HYPERSPECTRAL IMAGE CLASSIFICATION
CHENG-HSUAN LI, BOR-CHEN KUO, LI-HUI LIN, WEI WU, DEXIN LAN ..................................................................................253
APPLYING A CMAC NEURAL NETWORK TO A PHOTOVOLTAIC SYSTEM ISLANDING DETECTION
KUEI-HSIANG CHAO, MIN-SEN YANG, CHIN-PAO HUNG.............................................................................................................259
COMPARATIVE ANALYSIS ON DENSITY ESTIMATION BASED KERNEL REGRESSION
JUN-YING CHEN, YU-LIN HE .............................................................................................................................................................N/A DIFFERENTIATING PANCREATIC MUCINOUS CYSTIC NEOPLASMS FORM SEROUS OLIGOCYSTIC ADENOMAS IN
SPECTRAL CT IMAGES USING MACHINE LEARNING ALGORITHMS: A PRELIMINARY STUDY
CHAO LI, XIAO-ZHU LIN, RUI WANG, CHUN HUI, KIN-MAN LAM, SU ZHANG.......................................................................271
EFFECTIVE SENTIMENT CLASSIFICATION BASED ON WORDS AND WORD SENSES
LUIS TRINDADE, HUI WANG, WILLIAM BLACKBURN, NIALL ROONEY ..................................................................................277
FOURIER NEURAL NETWORK FOR MACHINE LEARNING
SHUANG LIU .........................................................................................................................................................................................285
HANDWRITTEN CHARACTER RECOGNITION WITH SEQUENTIAL CONVOLUTIONAL NEURAL NETWORK
CAIHUA LIU, JIE LIU, FANG YU, YALOU HUANG, JIMENG CHEN ..............................................................................................291
IMAGE SEGMENTATION BASED ON EDGE DETECTION USING K-MEANS AND AN IMPROVED ANT COLONY
OPTIMIZATION
ZENG-WEI JU, JIA-ZHONG CHEN, JING-LI ZHOU ..........................................................................................................................297
MANIFOLD REGULARIZATION MULTIPLE KERNEL LEARNING MACHINE FOR CLASSIFICATION
DONGMEI FU, TAO YANG...................................................................................................................................................................304
MULTIDIMENSIONAL DATA CLUSTERING BASED ON FAST KERNEL DENSITY ESTIMATION
XUN-FU YIN ..........................................................................................................................................................................................311
ONLINE FAULT DETECTION OF HRG BASED ON AN IMPROVED SUPPORT VECTOR MACHINE
ZI-YANG QI, QING-HUA LI, GUO-XING YI, YANG-GUANG XIE, HONG-TAO DANG ................................................................316
Proceedings of the 2013 International Conference on Machine Learning and Cybernetics, Tianjin, 14-17 July, 2013
RESEARCH OF PROCESS PARAMETERS OF MOLECULAR DISTILLATION ON PRODUCT PURITY BASED ON
ROUGH SETS NEURAL NETWORK
KE-PING LIU, JIAN-PENG ZENG, QUAN TAO, CHANG-HONG JIANG .........................................................................................320
SENSITIVITY ANALYSIS OF RADIAL-BASIS FUNCTION NEURAL NETWORK DUE TO THE ERRORS OF THE I.I.D
INPUT
JIE LI, JUN LI, YING LIU......................................................................................................................................................................N/A SUPER-RESOLUTION BASED ON FAST LINEAR KERNEL REGRESSION
JIAN-MIN LI, YAN-YUN QU, YING GU, TIAN-ZHU FANG, CUI-HUA LI .......................................................................................333
SVM PARAMETER OPTIMIZATION BASED ON IMMUNE MEMORY CLONE STRATEGY AND APPLICATION IN BUS
PASSENGER FLOW COUNTING
FANG ZHU, JUNFANG WEI .................................................................................................................................................................N/A A WEIGHTED LEAST SQUARES SUPPORT 14VECTOR MACHINE BASED ON THE COVARIANCE MATRIX
SHU-XIA LU, RU-NA TIAN, YU-FEN ZHANG ...................................................................................................................................N/A THERMAL POWER UNITS’ ENERGY CONSUMING SPECIALITY ANALYSIS BASED ON SUPPORT VECTOR
REGRESSION (SVR)
MING ZHAO, ZHENGBO YAN, LIUKUN ZHOU................................................................................................................................N/A AN INCREMENTAL GRID CLUSTERING ALGORITHM BASED ON DENSITY-DIMENSION-TREE
JIAOLONG HUANG, XIAOLONG ZHANG .........................................................................................................................................356
A DECISION-MAKING METHOD FOR AUTONOMOUS VEHICLES BASED ON SIMULATION AND REINFORCEMENT
LEARNING
RUI ZHENG, CHUNMING LIU, QI GUO .............................................................................................................................................362
FACE AGE ESTIMATION BY USING BISECTION SEARCH TREE
LI-JUN HONG, DI WEN, CHI FANG, XIAO-QING DING ...................................................................................................................370
MALWARE DETECTION BASED ON OBJECTIVE-ORIENTED ASSOCIATION MINING
XIAO XIAO, YUXIN DING, YIBIN ZHANG, KE TANG, WEI DAI.....................................................................................................375
WEIGHTED SUPPORT VECTOR MACHINE BASED ON ASSOCIATION RULES
CHUN-YAN LIU, LI SUN, ZHI-JIAN ZHOU........................................................................................................................................381
A MULTI-VIEW INTEGRATION MODELING APPROACH FOR CYBER-PHYSICAL ROBOT SYSTEM
FANG LI, JIAFU WAN, PING ZHANG, DI LI .......................................................................................................................................387
CONSTRUCTION OF VECTOR FIELD FOR SNAKES
GUOQI LIU, HUIQIANG ZHONG, ZHIHENG ZHOU .........................................................................................................................393
HEALTH IDENTIFICATION OF TRADITIONAL CHINESE MEDICINE WITH TONGUE IMAGES
CHANG FENG, SHALI JIANG, HONGWU WANG, SHIZHONG LIAO..............................................................................................398
A NEW METHOD OF POST-EVALUATION RESEARCHES ON LAND CONSOLIDATION PROJECT BASED ON ROUGH
SETS
LIMIN SUN, ZHIYAN AN, BEI JIA.......................................................................................................................................................409
AN ALGORITHM FOR TRAFFIC DETECTION BASED ON IMPROVED BP NEURAL NETWORK AND WAVELET
SINGULAR VALUE
JUN ZHANG, WEN-YUAN LI, LIANG WANG, XIAO-DONG LU, YUN-LIN CHENG.....................................................................N/A AN ONTOLOGY-BASED PERSONALIZED DESCRIPTION MODEL FOR USER'S SERVICE REQUEST
KUN YANG, WEIQUN CUI, JUNHENG TENG, CHENZHE HANG....................................................................................................419
EEG-CHANNEL SELECTION BASED ON DIFFERENCE ANALYSIS OF MENTAL ACTIVITIES
QI LI, QING-HAO MENG, WEI LI, MING ZENG ................................................................................................................................432
INFORMATION THEORETIC CLUSTERING USED FOR TWO ITEMS LOAN MANAGEMENT SYSTEM
SHUO WANG, JIANJIAN WANG, JIN-E LI...........................................................................................................................................438
SOFTWARE RELIABILITY PREDICTION WITH INCOMPLETE DATA BASED ON PSOGA
ZHAO-WEI SHANG, JING-JING XIAO, JUN YANG, LAN ZHANG...................................................................................................N/A A BACKGROUND MODELING METHOD FOR VIDEOS BASED ON WEIGHTED STATISTICAL CLASSIFICATION
JIANG-QIN GUI, JIAN-WEI ZHANG, LI-QIANG HU, WEN-ZHONG YE, YONG-HUI LI, DONG-FA GAO ..................................456
Proceedings of the 2013 International Conference on Machine Learning and Cybernetics, Tianjin, 14-17 July, 2013
AN ADAPTIVE PREMIUM PENALTY ANT COLONY OPTIMIZATION ALGORITHM
XINCHAO LI, QIANHUA HE, YANXIONG LI, CHANGBIN LI, ZHINGFENG WANG....................................................................463
A VARIANT OF VARIABLE-DRIFT THEOREM FOR CONTINOUS (1+1)-EVOLUTIONARY ALGORITHM
WEI-DI XU, HAN HUANG, JI LUO, HAO-XUN ZHAN......................................................................................................................469
A VISUAL-BASED RESEARCH ON STATIC GESTURE RECOGNITION
JUN-TAO XUE, YUN-RUI ZONG, HONG-WEI LI...............................................................................................................................476
AN IMPROVED ITERATIVE CLOSEST POINT ALGORITHM FOR RIGID POINT REGISTRATION
JUN-FEN CHEN, BAHARI BELATON .................................................................................................................................................N/A AN IMPROVED ORDINAL DECISION TREE INDUCTION ALGORITHM
PAN PAN, JUN-HAI ZHAI, WU CHEN.................................................................................................................................................N/A AN INCREMENTAL LEARNING STRATEGY FOR SEARCH RESULTS OPTIMIZATION
XIANG LIU, DEQUAN ZHENG, BING XU..........................................................................................................................................491
IEEE Catalog Number: ISBN:
CFP13523-POD 978-1-4799-0259-0
2013 International Conference on Machine Learning and Cybernetics (ICMLC 2013)
Tianjin, China 14-17 July 2013
Volume 2 Pages 496-989
2/4
Proceedings of the 2013 International Conference on Machine Learning and Cybernetics, Tianjin, 14-17 July, 2013
Contents
Greetings from the General Chairs ..........................................................................................................................ⅠⅠⅠⅠ
Greetings from the Program Committee Chairs............................................................................ⅡⅡⅡⅡ
Organizing Committee ...............................................................................................................................................................ⅢⅢⅢⅢ
Organizing Committee of IWWIP ..................................................................................................................ⅤⅤⅤⅤ
Program Committee......................................................................................................................................................................ⅥⅥⅥⅥ
Program Committee of IWWIP ........................................................................................................................ⅦⅦⅦⅦ
List of Reviewers.............................................................................................................................................................ⅦⅦⅦⅦI
List of Reviewers for IWWIP ..............................................................................................................................ⅨⅨⅨⅨ
Contributed Papers
APPROACHS TO COMPUTING MAXIMAL CONSISTENT BLOCK
XIANG-RUI LIU, MING-WEN SHAO .....................................................................................................................................N/A COMPARATIVE ANALYSIS OF DIFFERENT CROSS-VALIDATION BANDWIDTH SELECTORS IN KERNEL
REGRESSION ESTIMATORS
YU-MIN ZHANG....................................................................................................................................................................... 502
DETECTION OF CONTOURS OF WHEELS BASED ON IMPROVED CODEBOOK
JUN ZHANG, ZHI-QIANG ZHU, PING LIU, WEI-HAN ZHANG.......................................................................................... 510
DIALOG ACT CLASSIFICATION IN CHINESE SPOKEN LANGUAGE
PENG LIU, QINGHUA HU, JIANWU DANG, DI JIN, JINXIN CAO...................................................................................... 516
EDGE BASED CHINESE-TEXT EXTRACTION FROM VIDEO USING L-GEM BASED RBFNN
XIAOQING GUAN, XIN RAN, JUNJIE HU ............................................................................................................................N/A ENHANCED NUMERICAL STATISTIC METHOD FOR COMBATING GOOD WORD ATTACK
GUANGXI WAN........................................................................................................................................................................N/A HAIL RECOGNITION BASED ON RADAR REFLECTIVITY CROSS SECTION
ZHI-YING LU, JUN-XIU ZHU ................................................................................................................................................. 543
HUMAN ACTIVITY RECOGNITION WITH BETA PROCESS HIDDEN MARKOV MODELS
QING-BIN GAO, SHI-LIANG SUN.......................................................................................................................................... 549
INDUCTION OF MONOTONIC DECISION TREES
JIAN ZHANG, JUN-HAI ZHAI, HONG ZHU, XI-ZHAO WANG............................................................................................N/A
Proceedings of the 2013 International Conference on Machine Learning and Cybernetics, Tianjin, 14-17 July, 2013
LEARNING DECISION TREES USING CONFUSION ENTROPY
HAN JIN, XIAO-NING WANG, FEI GAO, JIAN LI, JIN-MAO WEI ...................................................................................... 560
MALICIOUS WEBSITE DETECTION UNDER THE EXPLORATORY ATTACK
MANLIN WANG, FEI ZHANG, PATRICK P. K. CHAN........................................................................................................... 565
MOVEMENT PREDICTION ASSISTED TIMELY L2 TRIGGER IN FMIPV6
MING TAO, WEN-HONG WEI, YONG QIN, HUA-QIANG YUAN....................................................................................... 571
NADARAYA-WATSON KERNEL ESTIMATOR WITH CROSS-VALIDATION BANDWIDTH CHOICE BASED ON
DIFFERENT PENALTY FUNCTIONS
YU-MIN ZHANG.......................................................................................................................................................................N/A RAINSTORM RECOGNITION BASED ON SIMILARITY RETRIEVAL OF ROUGH SET THEORY
ZHI-YING LU, LIANG CHENG, CHUNYAN HAN, JING CHEN, HUIZHEN JIA ................................................................ 583
RAPID MEASUREMENT ALGORITHM FOR INHIBITION ZONE ARRAY
PING WANG, JUN-ZHI SHI, CONG LI .................................................................................................................................... 588
REORDER NEWSVENDOR MODEL WITH LINEAR PARTIAL INFORMATION ON THE PROBABILITY
DISTRIBUTION OF DEMAND
PING HE, XINSHUN MA..........................................................................................................................................................N/A ACTIVE LEARNING WITH RE-SAMPLING FOR SUPPORT VECTOR MACHINE IN PERSON
RE-IDENTIFICATION
JIN-PENG XIANG, YANG BAI ................................................................................................................................................. 597
SVM WITH IMPROVED GRID SEARCH AND ITS APPLICATION TO WIND POWER PREDICTION
LI MENG, JIN-WEI SHI, HAO WANG, XIAO-QIANG WEN.................................................................................................. 603
REVISED NAIVE BAYES CLASSIFIER FOR COMBATING THE FOCUS ATTACK IN SPAM FILTERING
JUNYAN PENG, PATRICK P.K. CHAN .................................................................................................................................... 610
ROBUST PRINCIPAL CURVES BASED ON MAXIMUM CORRENTROPY CRITERION
CHUN-GUO LI, BAO-GANG HU............................................................................................................................................. 615
SEMI-SUPERVISED COMPLEMENTARY HASHING WITH HYBRID SIMILARITY MATRIX
SHAO-YONG FENG, WING W. Y. NG.....................................................................................................................................N/A STOCK TRADING DECISION SUPPORT USING L-GEM BASED MLPNN AND TURNING POINT
XUE-LING LIANG, JIN-CHENG LI .........................................................................................................................................N/A STORAGE COVERT CHANNEL: A SURVEY AND A MULTI-ATTACK DETECTION METHOD
YUE-XIAN ZHOU, WING W.Y. NG, LI LIN ............................................................................................................................N/A A STUDY ON THE IMPROVEMENT OF ORDINAL DECISION TREES BASED ON RANK ENTROPY
JIAN-KAI CHEN, QING-SHAN WANG, XI-ZHAO WANG ....................................................................................................N/A SUPERVISED-LDA: A PROBABILISTIC TOPIC MODEL FOR COLLABORATIVE FILTERING
WEIZHONG ZHAO, HUIFANG MA, ZHIXIN LI, NING LI ................................................................................................... 646
THE STUDY OF LONG-TERM ELECTRICITY LOAD FORECASTING BASED ON IMPROVED GREY PREDICTION
MODEL
SHUANG LIU, LI-XIA TIAN.................................................................................................................................................... 653
WEAKLY CLOSED LABEL CONCEPT LATTICE AND ITS APPLICATION TO RULE ACQUISITION IN DECISION
FORMAL CONTEXTS
JINHAI LI, JUNHONG WANG, CHANGLIN MEI, XIAO ZHANG ........................................................................................ 658
AN ADAPTIVE DECISION METHOD USING STRUCTURE FEATURE ANALYSIS ON DYNAMIC FAULT
PROPAGATION MODEL
CHUN-LING DONG, QIN ZHANG, YUE ZHAO ..................................................................................................................... 664
GENERALIZED VARIABLE PRECISION PROBABILISTIC ROUGH SET
ERIC C.C. TSANG, BING-ZHEN SUN..................................................................................................................................... 670
ONTOLOGY-BASED SEMANTIC SIMILARITY: A NEW APPROACH BASED ON ANALYSIS OF THE CONCEPT
INTENT
JIAN-BO GAO, BAO-WEN ZHANG, XIAO-HUA CHEN....................................................................................................... 676
ROUGH VAGUE SET OVER TWO UNIVERSES
BING-ZHEN SUN, YOU-QUAN XU, DA-LIN ZENG............................................................................................................. 682
Proceedings of the 2013 International Conference on Machine Learning and Cybernetics, Tianjin, 14-17 July, 2013
THE TOPOLOGICAL STRUCTURE IN PARAMETERIZED ROUGH SETS
ERIC C.C. TSANG, SUYUN ZHAO.......................................................................................................................................... 687
ELECTROMAGNETIC INTERFERENCE TEST CONTROL BASED ON HYBRID IMMUNE PARTICLE SWARM
OPTIMIZATION
XIAO-HONG HUANG, FEI LUO.............................................................................................................................................. 693
KPCS-KNN BASED FAULT DETECTION FOR BATCH PROCESSES
XIAO-PING GUO, JIE YUAN, YUAN LI................................................................................................................................. 698
MODELING AND DESIGN OF NETWORKED CONTROL SYSTEMS BASED OUTPUT FEEDBACK CONTROL
LEI-MING LIU, SHU-HUA YANG, CHAO-NAN TONG......................................................................................................... 704
RESEARCH ON CONTROL STRATEGY OF SUPERHEATED STEAM TEMPERATURE BASED ON THE
SOFT-SENSING OF FLUE GAS TEMPERATURE AT FURNACE OUTLET
ZHENG ZHAO, XIAO-XIN ZOU ............................................................................................................................................. 710
A NOVEL APPROACH TO EVIDENCE COMBINATION IN BATTLEFIELD SITUATION ASSESSMENT USING
DEZERT-SMARANDACHE THEORY
HUIMIN CHAI........................................................................................................................................................................... 720
GENETIC ALGORITHM BASED MULTIUSER DETECTION IN DS-CDMA: A COMPARATIVE ANALYSIS
AKRAM RASHID, FIDA MUHAMMAD KHAN, I M QURESHI........................................................................................... 728
LANE DETECTION ALGORITHM USING VANISHING POINT
JINGYU WANG, JIANMIN DUAN........................................................................................................................................... 735
RESEARCH ON THE ANTI-NOISE PERFORMANCE OF DIFFERENT VELOCITY MEASUREMENT METHODS
USING ELECTROSTATIC SENSOR IN DILUTE PHASE GAS-SOLID TWO-PHASE FLOW
CHAO WANG, WEI-PING WU, YI-SHUN ZHANG ................................................................................................................ 748
SAMPLED-DATA CONTROL BASED ON THE OBSERVER FOR LINEAR HYBRID SYSTEMS
YAN-HUI LI, XIU-JIE ZHOU ................................................................................................................................................... 754
SUPERIOR ROBUSTNESS OF USING POWER-SIGMOID ACTIVATION FUNCTIONS IN Z-TYPE MODELS FOR
TIME-VARYING PROBLEMS SOLVING
YU-NONG ZHANG, ZHEN LI, DONG-SHENG GUO, KE CHEN, PEI CHEN ...................................................................... 759
SYSTEM IDENTIFICATION USING GREY-BASED ADAPTIVE PARTICLE SWARM OPTIMIZATION
MING-FENG YEH, MIN-SHYANG LEU, TI-HUNG CHEN, KAI-MIN CHEN...................................................................... 765
TEMPERATURE MINING USING SPATIO-TEMPORAL BASED NEURO SYSTEM
KHONDEKAR MAHABUB AKRAM, RASHEDUR M. RAHMAN ....................................................................................... 771
ZD AND ZG CONTROLLERS FOR EXPLICIT AND IMPLICIT TRACKING OF PENDULUM WITH SINGULARITY
FINALLY CONQUERED
YU-NONG ZHANG, CHEN PENG, XIAO-TIAN YU, YONG-HUA YIN, YING-BIAO LING............................................... 777
AN EFFICIENT SEARCHING ALGORITHM BASED ON LOCAL SHAPE COMPLEMENTARITY OF HYDROGEN
BONDS AND RELAXATION LABELING FOR PROTEIN-LIGAND DOCKING
DORIS Z. WANG, HONG YAN ................................................................................................................................................. 783
COMPARATIVE STUDY ON DIFFERENT OVER-SAMPLING TECHNIQUES FOR CBIR WITH RELEVANCE
FEEDBACK
XIAN-YAN LIN, TONG-WEN RONG......................................................................................................................................N/A COMPRESSION OF THE CONDITION LATTICE BASED ON THE CLASS CONTEXT AND THE EXTENT
CONTEXT
LING WEI, YAN-PAN WANG, JIA-LIANG WAN.................................................................................................................... 796
CONCEPT LATTICE COMPRESSION BASED ON K-MEANS
LING WEI, MIAO HE................................................................................................................................................................ 802
MEASURING SHORT TEXT SEMANTIC SIMILARITY USING MULTIPLE MEASUREMENTS
TIAN-TIAN ZHU, MAN LAN................................................................................................................................................... 808
QUERY REWRITING USING STATISTICAL MACHINE TRANSLATION
JUN-WEI BAO, DE-QUAN ZHENG, BING XU, TIE-JUN ZHAO.......................................................................................... 814
RELEVANCE FEEDBACK USING SEMI-SUPERVISED LEARNING ALGORITHM FOR IMAGE RETRIEVAL
GUI-ZHI LI, YA-HUI LIU, CHANG-SHENG ZHOU............................................................................................................... 820
Proceedings of the 2013 International Conference on Machine Learning and Cybernetics, Tianjin, 14-17 July, 2013
A SEMI-SUPERVISED COLLABORATION-TRAINING BASED ON GENETIC ALGORITHM FOR UNLABELED
DATA SELECTION
TAO GUO, GUIYANG LI, XIA LAN ........................................................................................................................................ 825
AN IMPROVED DIFFERENTIAL EVOLUTION AND ITS APPLICATION TO DETERMINING FEATURE WEIGHTS
IN SIMILARITY BASED CLUSTERING
CHUN-RU DONG, DANIEL S. YEUNG, XI-ZHAO WANG .................................................................................................... 831
PSCAN: A PARALLEL STRUCTURAL CLUSTERING ALGORITHM FOR NETWORKS
JIA-JUN CHEN, JI-MENG CHEN, JIE LIU, YA-LOU HUANG.............................................................................................. 839
3D RECONSTRUCTION OF STRONG CONVECTIVE CELL BASED ON DOPPLER RADAR BASE DATA
ZHI-YING LU, XIN JIN, CHUN-YAN HAN ............................................................................................................................ 845
3D VISUALIZATION OF ANATOMICAL STRUCTURES IN MULTI-RESOLUTION FROM CT IMAGE
BING WANG, XING FAN, BIN DONG, QIAN WANG, MIAO WANG, JUN MING, LIXU GU..............................................N/A A FAST AND ACCURATE IRIS LOCALIZATION METHOD BASED ON GRAY LEVEL STATISTICS AND REGION
PROPERTIES
XIANG LI, YAN WO ................................................................................................................................................................. 855
A NEW HYBRID FAST MODE DECISION METHOD FOR H.264/AVC INTRA CODING
CHANGNIAN CHEN, JIAZHONG CHEN, TAO XIA ............................................................................................................. 861
A NEW TARGET TRACKING METHOD BASED ON IMAGE PATCHES
NAN YAO, ZHONG-HUA LIU, FENG QIAN .......................................................................................................................... 865
ABNORMAL BEHAVIOR DETECTION BASED ON SPATIAL-TEMPORAL FEATURES
JINHAI XIANG, HENG FAN, JUN XU..................................................................................................................................... 871
ADAPTIVE MARKER-BASED WATERSHED SEGMENTATION APPROACH FOR T CELL FLUORESCENCE
IMAGES
GE FAN, JIAN-WEI ZHANG, YONG WU, DONG-FA GAO ................................................................................................... 877
ADAPTIVE SCALE ADJUSTMENT DESIGN OF UNSHARP MASKING FILTERS FOR IMAGE CONTRAST
ENHANCEMENT
NGAIMING KWOK, HAIYAN SHI, GU FANG, QUANG HA ................................................................................................ 884
ADAPTIVE SEGMENTATION OF CERVICAL SMEAR IMAGE BASED ON GVF SNAKE MODEL
JIAN-WEI ZHANG, SHAN-SHAN ZHANG, GUO-HONG YANG, DA-CHENG HUANG, LIN ZHU, DONG-FA GAO....... 890
AN ADAPTIVE SEGMENTATION ARITHMETIC ADAPTED TO INTERTWINED IRREGULAR CONVECTIVE
STORM IMAGES
PING WANG, CONG LI, YUAN ZHANG................................................................................................................................. 896
AN ERT IMAGING ALGORITHM BASED ON NELDER-MEAD SIMPLEX METHOD
SHIHONG YUE, YUJING ZHANG .......................................................................................................................................... 901
AN INTEGRATED BILATERAL AND UNSHARP MASKING FILTER FOR IMAGE CONTRAST ENHANCEMENT
HAIYAN SHI, NGAIMING KWOK.......................................................................................................................................... 907
DEPTH AND RGB IMAGE ALIGNMENT FOR HAND GESTURE SEGMENTATION USING KINECT
ZHAOJIE JU, YUEHUI WANG, WEI ZENG, SHENGYONG CHEN, HONGHAI LIU........................................................... 913
DETECTION OF ABNORMAL NUCLEI IN CERVICAL SMEAR IMAGES BASED ON VISUAL ATTENTION MODEL
JIAN-WEI ZHANG, MIN-CHAO LIAN, WAN-PENG WANG, LIN ZHU ............................................................................... 920
FCE-BASED COLOR IMAGE SEGMENTATION
GUO-XIN ZHAO, QING-HAO MENG, YUN-YI LI, WEI LI, MING ZENG........................................................................... 925
FEATURE EXTRACTION BASED ON DISCRIMINANT ANALYSIS WITH PENALTY CONSTRAINT FOR
HYPERSPECTRAL IMAGE CLASSIFICATION
HUI-WU LUO, LI-NA YANG, YUAN-MAN LI, HAO-LIANG YUAN, YUAN-YAN TANG ................................................. 931
IMPROVED CAMSHIFT TRACKING ALGORITHM BASED ON MOTION DETECTION
YU-HUI QIU, JIAN-WEI ZHANG, GUANG LIN, YONG-HUI LI, DONG-FA GAO.............................................................. 937
MOTION DETECTION BASED ON SPATIO-TEMPORAL SALIENCY PERCEPTION
GANG YAN, MING YU, CUIHONG XUE ............................................................................................................................... 948
PROPOSAL OF A MULTI-FRAME IMAGES FUSION MODEL ON DUAL TREE COMPLEX WAVELET TRANSFORM
DOMAIN
SHIYUAN YANG, HUIMIN LU, YUJIE LI, SEIICHI SERIKAWA ......................................................................................... 952
Proceedings of the 2013 International Conference on Machine Learning and Cybernetics, Tianjin, 14-17 July, 2013
RESEARCH OF VEHICLE MONOCULAR MEASUREMENT SYSTEM BASED ON COMPUTER VISION
JUN-TAO XUE, SHAO-PENG XU, SHI-MING WANG........................................................................................................... 957
ROBUST FOREGROUND DETECTION AND SHADOW REMOVING USING LOCAL INTENSITY RATIO
JIN-HAI XIANG, HONG-HONG LIAO, NING WANG, HENG FAN, WEI-PING SUN, SHENG-SHENG YU...................... 962
SALIENT REGION DETECTION BASED ON MULTI-RESOLUTION
YING-CHUN GUO, XIAO-MIN YUE, GANG YAN ................................................................................................................ 968
LIVENESS DETECTION USING TIME DRIFT BETWEEN LIP MOVEMENT AND VOICE
ZHENG-YU ZHU, QIAN-HUA HE, XIAO-HUI FENG, YAN-XIONG LI , ZHI-FENG WANG ............................................. 973
THE RESEARCH ABOUT VIDEO SURVEILLANCE PLATFORM BASED ON CLOUD COMPUTING
XIANG CHEN, JIE-BIN XU, WEI-QIANG GUO..................................................................................................................... 979
VISUALIZATION OF THE ELECTRICAL TOMOGRAPHIC DATA DISTRIBUTIONS BASED ON THE SELF
ORGANIZATION MAP NEURAL TOOL
SHIHONG YUE, JIANPEI WANG ............................................................................................................................................ 984
IEEE Catalog Number: ISBN:
CFP13523-POD 978-1-4799-0259-0
2013 International Conference on Machine Learning and Cybernetics (ICMLC 2013)
Tianjin, China 14-17 July 2013
Volume 3 Pages 990-1479
3/4
Proceedings of the 2013 International Conference on Machine Learning and Cybernetics, Tianjin, 14-17 July, 2013
Contents
Greetings from the General Chairs ..........................................................................................................................ⅠⅠⅠⅠ
Greetings from the Program Committee Chairs............................................................................ⅡⅡⅡⅡ
Organizing Committee ...............................................................................................................................................................ⅢⅢⅢⅢ
Organizing Committee of IWWIP ..................................................................................................................ⅤⅤⅤⅤ
Program Committee......................................................................................................................................................................ⅥⅥⅥⅥ
Program Committee of IWWIP ........................................................................................................................ⅦⅦⅦⅦ
List of Reviewers.............................................................................................................................................................ⅦⅦⅦⅦI
List of Reviewers for IWWIP ..............................................................................................................................ⅨⅨⅨⅨ
Contributed Papers COMPARISON OF GEOMETRIC AND ARITHMETIC MEANS FOR BANDWIDTH SELECTION IN
NADARAYA-WATSON KERNEL REGRESSION ESTIMATOR
LI-YUAN XU, MIN ZHANG, WEI ZHU, YU-LIN HE............................................................................................................. 999 COMPARISONS OF SMOOTH TESTS AND GINI TEST FOR UNIFORMITY ON THE UNIT INTERVAL
YAN SU, MING JI.................................................................................................................................................................... 1005 INFINITE MIXTURES OF MULTIVARIATE GAUSSIAN PROCESSES
SHILIANG SUN....................................................................................................................................................................... 1011 OPTIMIZATION OF MCMC SAMPLING ALGORITHM FOR THE CALCULATION OF PAC-BAYES BOUND
LI TANG, ZHENG ZHAO, XIU-JUN GONG, HUA-PENG ZENG......................................................................................... 1017 REFERENCE GOVERNOR FOR SECOND ORDER CONSTRAINED LINEAR SYSTEMS WITH SMALL INPUT TIME
DELAYS
QING-HUA LI, WEI-NAN XIE, TAO LIU, ZI-YANG QI....................................................................................................... 1022 AUTONOMOUS ROBOT PATH OPTIMIZATION USING FIREFLY ALGORITHM
MICHAEL BRAND, XIAO-HUA YU ..................................................................................................................................... 1028 SINGLE-TASK AND MULTITASK SPARSE GAUSSIAN PROCESSES
JIANG ZHU, SHILIANG SUN ................................................................................................................................................ 1033 SOLUTION ANALYSIS OF MULTI-OBJECTIVE PROGRAMMING PROBLEM
GUO-LI ZHANG, HUA ZUO................................................................................................................................................... 1039 THE CONDITIONS OF STABLE FOR θ-METHODS OF DELAY SUPPLY CHAIN MODELS
QIN ZHANG, SHENSHAN QIU, QI WANG, ZHIQIANG LI .................................................................................................N/A
Proceedings of the 2013 International Conference on Machine Learning and Cybernetics, Tianjin, 14-17 July, 2013
COMMUNITY DETECTION WITH PUNISHED SIMILARITY
RONG-FANG XU, HUNG-WEN PENG, SHIE-JUE LEE....................................................................................................... 1064 EMPIRICAL ANALYSIS OF THE COAUTHORSHIP NETWORK BASED ON DBLP
YAN-XIA LIU, BIN LU, QIN ZHANG ................................................................................................................................... 1070 EXPLOITING NEIGHBORS’ LATENT CORRELATION FOR LINK PREDICTION IN COMPLEX NETWORK
JIE-HUA WU, GUO-JI ZHANG, YA-ZHOU REN, XIA-YAN ZHANG, GUO-XIAN YU ..................................................... 1077 NETWORKS ATTACK-DEFENSE MODEL BASED ON THE IMPROVED LANCHESTER EQUATION
JIN-XING LIU, DONG-MEI ZHAO, FANG WANG............................................................................................................... 1083 THE CONVERSION FROM SIMILARITY FOR MOBILE LIFE-LOG TO EUCLIDEAN DISTANCE
YE-TENG AN, CHUNG-NAM PAK, ZHI-YONG FENG, SUNG-NAM KIM, HYOK-CHOL CHOE .................................. 1087 WEB SERVICE SELECTION AND CLASSIFICATION OF SERVICE REQUESTERS
WEI SHI, YAN-PING CHEN ................................................................................................................................................... 1097 HYBRID CONTROL SYSTEM FOR AUTOMATIC VOLTAGE REGULATOR IN SMART GRID
TING-CHIA OU, TA-PENG TSAO, CHIH-MING HONG, CHIUNG-HSING CHEN............................................................ 1103 A LOSSLESS WATERMARKING USING VISUAL CRYPTOGRAPHY AUTHENTICATION
YUH-RAU WANG, WEI-HUNG LIN, LING YANG............................................................................................................... 1109 A MULTI-OBJECTIVE PARTICLE SWARM OPTIMIZATION BASED THRESHOLD APPROACH FOR SKIN COLOR
DETECTION
GUAN-CHUN LUH ..................................................................................................................................................................1114 NEW SIMILARITY MEASURE BETWEEN INTUITIONISTIC FUZZY VALUES
SHYI-MING CHEN, YONATHAN RANDYANTO ................................................................................................................ 1125 A NOVEL SLEEP////WAKE IDENTIFICATION METHOD WITH VIDEO ANALYSIS
YUAN-KAI WANG, HONG-YU CHEN, JIAN-RU CHEN, CHIA-MO LIN, HOU-CHANG CHIU...................................... 1130 A VOICE CONVERSION METHOD MAPPING SEGMENTED FRAMES WITH LINEAR MULTIVARIATE
REGRESSION
HUNG-YAN GU, JIA-WEI CHANG ....................................................................................................................................... 1136 ADAPTIVE LINEAR FUSION FOR IMAGE ENHANCEMENT WITH HARDWARE VERIFICATION
CHENG-HSIUNG HSIEH, YU-SHENG LIN, CHING-HUA LIU, QIANGFU ZHAO........................................................... 1142 AN IMPROVED BINARY TREE TOPOLOGY FOR ZIGBEE NETWORKS FOR HIGH EFFICIENCY NETWORK
ADDRESSING
MONG-FONG HORNG, JUNG-YI JIANG, KUAN-RONG LEE, YAN-CHENG LEE, CHIH-CHIU SHIEH........................ 1152 AN INTELLIGENT INFANT HEALTHCARE SYSTEM OF VITAL SIGNS INTEGRATED BY ACTIVE RFID
SHOU-HSIUNG CHENG......................................................................................................................................................... 1157 BLUR IMAGE SEGMENTATION USING ITERATIVE SUPER-PIXELS GROUPING METHOD
CHENG-CHANG LIEN, KUAN-LIN YU, CHENG-TA HSIEH, YAN-FAN CHEN, CHIEN-HSIANG WANG.................... 1161 COURSE-RECOMMENDATION SYSTEM BASED ON ONTOLOGY
CHUNG-YI HUANG, RUNG-CHING CHEN, LONG-SHENG CHEN.................................................................................. 1168 DESIGN THE CONTROL SCHEME WITH LEARNING AND FORGETTING EFFECTS CONSIDERATION
LING YANG............................................................................................................................................................................. 1174 DEVELOPMENT OF A SUPPORTING TOOL FOR TRANSLATION BETWEEN DECLARATIVE SENTENCES AND
LOGICAL FORMULAS
SHUNSUKE NANAUMI, KAZUNORI WAGATSUMA, YUICHI GOTO, JINGDE CHENG .............................................. 1179 DEVELOPMENT OF THE CLOUD PLATFORM FOR BONE AGE ASSESSMENT BASED ON TANNER AND
WHITEHOUSE METHOD
CHI-WEN HSIEH, TAI-LANG JONG, CHIH-SHENG YANG ............................................................................................... 1185 FALLING AND SLIPPING DETECTION FOR PEDESTRIANS USING A MANIFOLD LEARNING APPROACH
SHENG-BIN HSU, CHIN-CHUAN HAN, CHENG-TA HSIEH, KUO-CHIN FAN ............................................................... 1189 LARBAC: ENFORCEMENT OF LOCATION CONSTRAINTS FOR LOCATION-AWARE RBAC SYSTEM IN MOBILE
ENVIRONMENT
RINARDI B. SAREAN, ALBERT B. JENG, HAHN-MING LEE ........................................................................................... 1195 MULTIPLE LEVEL SET REGION BASED SINGLE LINE ROAD EXTRACTION
KHONDEKAR MAHABUB AKRAM, MIRZA M. LUTFE ELAHI, M. ASHRAFUL AMIN ............................................... 1201
Proceedings of the 2013 International Conference on Machine Learning and Cybernetics, Tianjin, 14-17 July, 2013
MULTI-REGION ELECTORAL DISTRICTING USING COMPUTATIONAL GEOMETRY
MAW-KAE HOR, KAI-HSUAN CHAN, YI-FAN PENG, HUNG-MIN HSU......................................................................... 1207 NOISE FILTERING AND OCCURRENCE IDENTIFICATION OF MOUSE ULTRASONIC VOCALIZATION CALL
NANCY YU SONG, JÉRÔME NICOD, BIAO MIN, RAY C. C. CHEUNG, MD ASHRAFUL AMIN, HONG YAN............ 1218 OPTIMIZATON USING CLONAL SELECTION ALGORITHM AND IMMUNE MEMORY BASED ON
SELF-ORGANIZING MAP
CHUN-YIN WU, CHIN-CHIANG KU .................................................................................................................................... 1224 SENTIMENT ANALYSIS IN MULTI-SCENARIOS: USING EVOLUTION STRATEGIES FOR OPTIMIZATION
HENG-LI YANG, QING-FENG LIN........................................................................................................................................ 1230 TEXT DETECTION IN BUS PANEL FOR VISUALLY IMPAIRED PEOPLE SEEING BUS ROUTE NUMBER
CHUN-MING TSAI, ZONG-MU YEH.................................................................................................................................... 1234 THE DETECTION OF CONGESTION IN A CROWD USING DISCRETE MOMENTS
WEI-LIEH HSU, RUEIHER TSAUR....................................................................................................................................... 1244 A NEW METHOD FOR AUTOCRATIC DECISION MAKING USING GROUP RECOMMENDATIONS
SHYI-MING CHEN, BING-HAN TSAI .................................................................................................................................. 1250 A NEW METHOD FOR GROUP DECISION MAKING USING INCOMPLETE FUZZY PREFERENCE RELATIONS
BASED ON THE ADDITIVE CONSISTENCY AND THE ORDER CONSISTENCY
SHYI-MING CHEN, TSUNG-EN LIN, LI-WEI LEE ............................................................................................................. 1256 A NEW METHOD FOR MULTICRITERIA LINGUISTIC DECISION MAKING BASED ON HESITANT FUZZY
LINGUISTIC TERM SETS
SHYI-MING CHEN, JIA-AN HONG ...................................................................................................................................... 1262 A NOVEL FUEL CELL SYSTEM DESIGN BY USING ZIEGLER-NICHOLS-BASED INTELLIGENT FUZZY
CONTROLLER
JIUM-MING LIN, CHENG-HUNG LIN.................................................................................................................................. 1268 BANGLA TEXT PROCESSING AND RECOGNITION BASED ON FUZZY UNSUPERVISED FEATURE EXTRACTION
AND SVM
M. A. HAQUE MONIL, MD. S. Q. ZULKAR NINE, BRUCE POON, M. ASHRAFUL AMIN, HONG YAN ...................... 1272 ENHANCEMENT OF EFFICIENCY BY THRIFTY SEARCH OF INTERLOCKING NEIGHBOR GRIDS APPROACH
FOR GRID-BASED DATA CLUSTERING
CHENG-FA TSAI, YUNG-CHING HU ................................................................................................................................... 1279 STUDY ON FUZZY DETERMINATION OF INDOOR ENVIRONMENTAL QUALITY IN THE INTELLIGENT
BUILDING
WANG-KUN CHEN................................................................................................................................................................. 1285 STOCHASTIC LOCATION MODEL AND SOLUTION METHOD BASED ON SYNTHESIZING EFFECT AND
GENETIC ALGORITHM
HUI-ZI AN, CUI-MIN WANG, YI LIU, WEI LI, LEI ZHOU.................................................................................................. 1291 ALLOCATION EFFICIENCY ANALYSIS OF SCIENCE AND TECHNOLOGY RESOURCES IN ENTERPRISES
BASED ON FEATURE SELECTION
DONG-MEI LI, BIN LIU, YING QU....................................................................................................................................... 1296 APPLIED RESEARCH OF RFID TECHNOLOGY IN EXPRESS LOGISTICS INDUSTRY
PENG GUO, HAI-YAN ZHANG, YONG-WEI LI................................................................................................................... 1308 CORE COVERING AND ITS PROPERTIES
FA-CHAO LI, JIAO-YING WANG..........................................................................................................................................N/A DATA AND FUZZY PARTITION-BASED IMPORTANCE MEASURE AND ITS APPLICATION IN COMPREHENSIVE
EVALUATION
ZHI-CHEN TONG, ZAN ZHANG ........................................................................................................................................... 1324 GENERALIZED EXPECTATION MODEL OF FUZZY NUMBER
ZHAN-JING WANG, MENG YANG........................................................................................................................................N/A MODELING AND ANALYSIS OF RISK STRUCTURE OF SOFTWARE PROJECT IN MAINTENANCE
YING QU, HE WANG, YUE ZHAI ZHAO..............................................................................................................................N/A
Proceedings of the 2013 International Conference on Machine Learning and Cybernetics, Tianjin, 14-17 July, 2013
MODELING AND CONTROL OF COMPLEX INDUSTRIAL PROCESSES USING ARTIFICIAL INTELLIGENCE
TECHNIQUES
WEI LI, YONG-WEI LI, QI-SHI WU...................................................................................................................................... 1341 MULTI-LAYER FUZZY DEA EVALUATION METHOD FOR TECHNOLOGY INNOVATION SUPPORT SYSTEM OF
SME
XIAO-ZHENG YANG, NA XU, HONG-QI HUI ..................................................................................................................... 1346 ROBUST EXPONENTIAL STABILITY CRITERA FOR TIME-VATYING DELAY NEUTRAL SYSTEM
GUO-GANG LI, JUN-KANG HAO......................................................................................................................................... 1352 PORTFOLIO OPTIMIZATION MODEL BASED ON SYNTHESIZING EFFECT
WEI LI, JI-CHUN GAN, YAN-GUO HAN, HUI-ZI AN, LEI ZHOU ..................................................................................... 1358 RESEARCH ON FUZZY SELF-REGULATING PID CONTROLLER FOR SRM SPEED SYSTEM BASED ON PSO
ALGORITHM
HUI-QIN SUN, YUN DU, WEI-LU ZHU, SU-ZHI WANG .................................................................................................... 1363 ROBUST H∞∞∞∞ FILTERING FOR A CLASS OF NONLINEAR UNCERTAIN SINGULAR SYSTEMS WITH TIME
DELAY
JI-QING QIU, XIAO-LING SUN, SHU-NA LIU, DONG-DONG BAO................................................................................. 1372 ROBUST H ∞∞∞∞ GUARANTEED COST CONTROL OF UNCERTAIN SINGULAR SYSTEMS WITH MIXED
TIME-VARYING AND NONLINEAR PERTURBATION
JI-QING QIU, SHU-NA LIU, XIAO-LING SUN, QING FAN................................................................................................ 1377 STUDY ON RANDOM DISTRIBUTION TRANSPORTATION PLANNING
HUI-ZHU TIAN, JIAN-BAO MA............................................................................................................................................N/A THE GUARANTEED COST CONTROL FOR SEVERAL DELAYS NEUTRAL STOCHASTIC SYSTEMS WITH
UNCERTAIN NONLINEAR PERTURBATIONS
LIAN-QING SU, QING FAN, XIN-GUO AN, JI-QING QIU, SHU-NA LIU ......................................................................... 1395 A SMART HANDHELD DEVICE NAVIGATION SYSTEM BASED ON DETECTING VISUAL CODE
CHI-HUNG CHUANG, JUN-WEI HSIEH, KUO-CHIN FAN ................................................................................................ 1407 A SURVEY OF SECURE FINGERPRINTING LOCALIZATION IN WIRELESS LOCAL AREA NETWORKS
WEI-CHIA LAI, YING-YING SU, CHIH-MING LEE, SHIH-HAU FANG, WAN-JUNG LIN, XU-PENG HE, KUN-CHI FENG.................................................................................................................................................................................................... 1413 AN ARCHITECTURE FOR EFFICIENTLY ESTABLISHING THE CLASSROOM CLOUD
JER-WEI RAU, YUNG-SHENG CHEN.................................................................................................................................. 1418 AN OBSERVER-BASED ADAPTIVE NEURAL NETWORK TRACKING CONTROL FOR NONLINEAR SYSTEMS
WEN-SHYONG YU................................................................................................................................................................. 1423 APPLICATION OF HIGH-LEVEL FUZZY PETRI NETS TO FALL DETECTION SYSTEM USING SMARTPHONE
VICTOR R.L. SHEN, HORNG-YIH LAI, AH-FUR LAI ........................................................................................................ 1429 APPLICATION OF IMPROVED GENETIC ALGORITHM ON IIR FILTER OPTIMIZATION
CHING-HUNG LEE, YUEH-CHANG TSAI, CHIH-MIN LIN............................................................................................... 1436 APPLICATION OF NEURAL NETWORKS ON HANDOVER BICASTING IN LTE NETWORKS
CHIAPIN WANG, SHANG-HUNG LU ................................................................................................................................... 1442 FUZZY NEURAL-BASED LEARNING RATE ADJUSTMENT FOR GRADIENT BASED BLIND SOURCE
SEPARATION
CHING-HUNG LEE, MENG-TZU HUANG, CHIH-MIN LIN ............................................................................................... 1450 FUZZY VISUAL SERVO CONTROL FOR AWHEELED MOBILE ROBOT
WEN-SHYONG YU, HSUAN-YI CHEN................................................................................................................................ 1456 REAL-TIME HAND SEGMENTATION FROM RGB-D SENSOR
WEI WU, HUANG-CHIA SHIH, SHAO-ZI LI .......................................................................................................................NA RESTORING IMAGE ORIENTATION AND DETECTING INVERTED IMAGE FOR PRINTED MUSIC DOCUMENT
YUNG-SHENG CHEN, FENG-SHENG CHEN, CHIN-HUNG TENG .................................................................................. 1469 SPARSE CODING-BASED CO-SALIENT OBJECT DETECTION WITH APPLICATION TO VIDEO ABSTRACTION
DUAN-YU CHEN, CHUAN-YU LIN, NIEN-TZU YANG, JEN-YU YU ............................................................................... 1474
IEEE Catalog Number: ISBN:
CFP13523-POD 978-1-4799-0259-0
2013 International Conference on Machine Learning and Cybernetics (ICMLC 2013)
Tianjin, China 14-17 July 2013
Volume 4 Pages 1480-1924
4/4
Proceedings of the 2013 International Conference on Machine Learning and Cybernetics, Tianjin, 14-17 July, 2013
Contents
Greetings from the General Chairs..........................................................................................................................ⅠⅠⅠⅠ
Greetings from the Program Committee Chairs............................................................................ⅡⅡⅡⅡ
Organizing Committee ...............................................................................................................................................................ⅢⅢⅢⅢ
Organizing Committee of IWWIP ..................................................................................................................ⅤⅤⅤⅤ
Program Committee......................................................................................................................................................................ⅥⅥⅥⅥ
Program Committee of IWWIP........................................................................................................................ⅦⅦⅦⅦ
List of Reviewers.............................................................................................................................................................ⅦⅦⅦⅦI
List of Reviewers for IWWIP ..............................................................................................................................ⅨⅨⅨⅨ
Contributed Papers
A COLOR HISTOGRAM MEASURE AND ITS APPLICATION TO IMAGE SEGMENTATION
YONGJUN ZHENG, LIYING ZHENG, DAMING SHI, BALBIR BARN .............................................................................. 1480
AUGMENTED REALITY TECHNOLOGY OVERVIEW FOR TOURISM APP DEVELOPMENT
FENG TIAN, FEIFEI XU, JIACAI FU .................................................................................................................................... 1483
NASH BARGAINING BETWEEN FRIENDS FOR COOPERATIVE DATA DISTRIBUTION IN A SOCIAL
PEER-TO-PEER SWARMING SYSTEM
GUILIN WANG, HAOJUN ZHANG, YANQIN ZHU, QIJIN JI, HAIFENG SHEN................................................................ 1490
NETWORK CONNECTION FAULT DETECTION BASED ON DATA FUSION
XIAO-WEI HE, SHU-YUAN JIN, YUAN-ZHUO WANG, YUN-XUE YANG, YA-XING ZHANG...................................... 1496
OBJECT TRACKING WITH KALMAN FILTER AND DISCRETE COSINE TRANSFORM
JUN WANG, DANSONG CHENG, XING FENG, GUOHUA ZHANG................................................................................... 1501
THE IMPLEMENTATION OF AN IMPROVE INFRARED DIM-SMALL TARGET TRACK BEFOREDETECT BASED
ON DSP
QINGBO JI, CHAO REN, LEWEI QU, CHANG WU ............................................................................................................ 1514
VISION-BASED ROBOT NAVIGATION USING PARALLEL HOUGH TRANSFORM
MINGSUO LI, DAMING SHI, DANSONG CHENG, LIYING ZHENG ................................................................................ 1519
WAVEFORM CLASSIFICATION BASED ON WAVELET TRANSFORM AND K-MEANS CLUSTERING
YONGQIANG ZHANG, XUDONG ZHAO, YI SUN, MIN LIU, DAMING SHI ................................................................... 1527
A NEAR-LOSSLESS PREDICTIVE COMPRESSION ENCODING BASED ON HEXAGONAL SAMPLING
YAN-YING YI, XU-FENG SHANG........................................................................................................................................ 1532
Proceedings of the 2013 International Conference on Machine Learning and Cybernetics, Tianjin, 14-17 July, 2013
A PRIMAL ANALYSIS SYSTEM OF BRAIN NEURONS DATA
DONG-MEI PU, YU-BO YUAN..............................................................................................................................................N/A FIRST AND SECOND ORDER FULL-DIFFERENTIAL IN THE EDGE DETECTION OF IMAGES
DONG-MEI PU, YU-BO YUAN.............................................................................................................................................. 1543
GRAPH-BASED IMAGE SEGMENTATION WITH BAG-OF-PIXELS
ZHI-HUA CHEN, XIAO-LONG XIAO, YI LIU, JING ZHANG, YU-BO YUAN .................................................................. 1548
REPRESENTATION OF IMAGE CONTENT WITH MULTI-SCALE SEGMENTATION
JING ZHANG, YA-XIN ZHAO, DA LI, ZHI-HUA CHEN, YU-BO YUAN ........................................................................... 1552
THE SMOOTHING MARCHING CUBIC ALGORITHM FOR 3-D SURFACE RECONSTRUCTION
DONG-MEI PU, YU-BO YUAN.............................................................................................................................................. 1561
A NOVEL SERVICE ORIENTED APPROACH OF TRUSTWORTHINESS ATTESTATION IN CLOUD COMPUTING
WEI MA, YING LIU, CON-GDONG LV ................................................................................................................................ 1567
A TRAFFIC DRIVEN POWER CONTROL ALGORITHM FOR PARALLEL DEEP PACKET INSPECTION
YA-CHAO ZHOU .................................................................................................................................................................... 1572
AN ENERGY SAVING HEURISTIC ALGORITHM BASED ON CONSOLIDATION OF VIRTUAL MACHINES
XIAO-DONG ZUO, HAO-MIAO JIA ..................................................................................................................................... 1578
FAST SUBSEQUENCE MATCHING UNDER TIME WARPING IN TIME-SERIES DATABASES
XIAO-YING LIU, CHUAN-LUN REN ................................................................................................................................... 1584
SECURITY AND EFFICIENT DATA DISSEMINATION OVER WIRELESS SENSOR NETWORK WITH RAPTOR
CODES
JIAN-XIN LIAO, LEI ZHANG, JING-YU WANG, MIN-YAN LIAO, QI QI, TONG XU ...................................................... 1596
SIMILARITY MEASURES BASED ON SENTENCE SEMANTIC STRUCTURE FOR RECOGNIZING PARAPHRASE
AND ENTAILMENT
XIAO-YING LIU, CHUAN-LUN REN ................................................................................................................................... 1601
A STUDY OF THE RECOGNITIONS AND PREFERENCES ON ABSTRACT AND CONCRETE ICON STYLES ON
SMART PHONE FROM EASTERNERS AND WESTERNERS’ POINT OF VIEW
WAIWIT CHANWIMALUENG, KOWIT RAPEEPISARN .................................................................................................... 1613
AN IMPROVED RECOMMENDATION MODEL USING LINEAR REGRESSION AND CLUSTERING FOR A
PRIVATE UNIVERSITY IN THAILAND
KANOKWAN KONGSAKUN................................................................................................................................................. 1625
AN OFFENSIVE CONTAINMENT STRATEGY BASED ON MALWARE’S ATTACK PATTERNS
JONATHAN PAN, CHUN CHE FUNG ................................................................................................................................... 1631
CLUSTER VALIDATION METHODS FOR LOCALIZATION OF SPATIAL RAINFALL DATA IN THE NORTHEAST
REGION OF THAILAND
JESADA KAJORNRIT, KOK WAI WONG............................................................................................................................. 1637
GENERATION OF OPTIMAL BINARISATION OUTPUT FROM ANCIENT THAI MANUSCRIPTS ON PALM
LEAVES
RAPEEPORN CHAMCHONG, CHATKLAW JAREANPON, CHUN CHE FUNG ............................................................... 1643
GENOME SEQUENCE CLUSTERING USING HYBRID METHOD: SELF-ORGANIZING MAP AND FREQUENT
MAX SUBSTRING TECHNIQUES
TODSANAI CHUMWATANA................................................................................................................................................. 1649
MOBILE CONTENT RECOMMENDATION SYSTEM FOR RE-VISITING USER USING CONTENT-BASED
FILTERING AND CLIENT-SIDE USER PROFILE
WORAPAT PAIREEKRENG ................................................................................................................................................... 1655
MULTI-CRITERIA DECISION MAKING – DEVELOPER VIEW: APPLICATIONS IN THAILAND
CHUTIPHON SRISAWAT, JANJIRA PAYAKPATE................................................................................................................ 1661
VARIABLE TAG CLOUD: AUTOMATIC DYNAMIC INFORMATION PRESENTATION FROM THAI WEBSITES
WIGRAI THANADECHTEEMAPAT, BUNJONG PIYATAMRONG..................................................................................... 1665
ADAPTIVE DISTANCE-BASED VOTING CLASSIFICATION
CHUN-HUA HUNG, SHIE-JUE LEE ...................................................................................................................................... 1671
Proceedings of the 2013 International Conference on Machine Learning and Cybernetics, Tianjin, 14-17 July, 2013
AN INFORMATION RETRIEVAL APPROACH FOR MALWARE CLASSIFICATION BASED ON WINDOWS API
CALLS
JULIA YU-CHIN CHENG, TZUNG-SHIAN TSAI, CHU-SING YANG................................................................................. 1678
L-NEAREST NEIGHBORS ANT COLONY OPTIMIZATION FOR DATA CLUSTERING
SHIH-PANG TSENG, MING-CHAO CHIANG, CHU-SING YANG....................................................................................... 1684
MINING FUZZY FREQUENT ITEMSETS BY PROJECTION TECHNIQUES
GUO-CHENG LAN, TZUNG-PEI HONG, YI-HSIN LIN, CHUN-WEI TSAI ....................................................................... 1691
OPTIMIZING THE PROPORTION OF PROTOTYPES GENERATION IN NEAREST NEIGHBOR CLASSIFICATION
JUI-LE CHEN, CHU-SING YANG.......................................................................................................................................... 1695
A HETEROGENEOUS APPROACH FOR ENVIRONMENTAL IMPACT SIGNIFICANCE ASSESSMENT BASED ON
FUZZY LINGUISTIC MODELS
YELENY ZULUETA, LUIS MARTINEZ................................................................................................................................ 1700
AN AUTOMATED REASONING METHOD ON FIRST-ORDER TENSE LOGIC
WENJIANG LI, SHUWEI CHEN............................................................................................................................................ 1706
AN EVIDENTIAL REASONING BASED APPROACH FOR DECISION MAKING WITH PARTIALLY ORDERED
PREFERENCE UNDER UNCERTAINTY
SHUWEI CHEN, JUN LIU, HUI WANG, JUAN CARLOS AUGUSTO................................................................................. 1712
MANAGING HESITANT HETEROGENEOUS INFORMATION IN DECISION MAKING
R.M. RODR´IGUEZ, P.J. S´ANCHEZ, L. MART´INEZ ......................................................................................................... 1718
THEOREY OF VECTOR TRUTH DEGREES OF FORMULAS IN TWO-VALUED PREDICATE LOGIC
XIAO-YAN QIN, YANG XU ................................................................................................................................................... 1724
α-MINIMAL RESOLUTION PRINCIPLE BASED ON LATTICE-VALUED PROPOSITIONAL LOGIC LP(X)
HAIRUI JIA, YANG XU, YI LIU, HUICONG HE .................................................................................................................. 1729
AN ADAPTIVE POWER MANAGEMENT WITH POLICY SELECTION MECHANISM BASED ON
REWARD-PUNISHMENT SCHEME
FA-GUI LIU, XIAO-YONG XING, JIN-BIAO LIN, JUN LIN................................................................................................ 1735
COMBINING EXPERTS’ OPINION WITH CONSUMERS’ PREFERENCE IN WEB SERVICE QOS SELECTION
FA-GUI LIU, FEN XIAO, YUE-DONG LIN........................................................................................................................... 1740
DESIGN AND IMPLEMENTATION OF SEMANTIC WEB SERVICE CLUSTERING ALGORITHM
FA-GUI LIU, CHENYI PENG, YUE-DONG LIN ................................................................................................................... 1747
FUZZY ONTOLOGY RESPRESENTATION WITH FUZZY OWL
FA-GUI LIU, YONG-XUE HUANG, YUE-DONG LIN.......................................................................................................... 1752
IOT-BASED TPL WHOLE SUPPLY CHAIN LOGISTICS INFORMATION SYSTEM MODEL
GUI-XI LIU, FAGUI LIU......................................................................................................................................................... 1758
KNNCC: AN ALGORITHM FOR K-NEAREST NEIGHBOR CLIQUE CLUSTERING
CHAO QU, RUIFEN YUAN, XIAORUI WEI......................................................................................................................... 1763
SEMANTIC WEB SERVICE COMPOSITION BASED ON EXTENDED PETRI NET MODEL
FA-GUI LIU, YUE-DONG LIN ............................................................................................................................................... 1767
AN INTELLIGENT SPRINKLER BASED ON CPLD
CHIEN-NAN LEE.................................................................................................................................................................... 1773
AN SINGLE SPEECH ENHANCEMENT BASED ON COMPLEXITY INDICATORS AND EMD
MEI-LIN SU, KEH-SHIH CHUANG ...................................................................................................................................... 1779
COMPARISONS OF RAS20 RELAY OPERATING CHARACTERISTIC PARAMETERS EVALUATION METHODS
BETWEEN DIGITAL RECORDED ALGORITHM AND OTHER EIGHT METHODS
FENG-JIH WU, CHAO-YUAN CHENG, HORNG-LIN SHIEH............................................................................................. 1783
SWITCHING FREQUENCY INFLUENCE OF FLYBACK CONVERTER’S NONLINEAR PHENOMENA
FEI-HU HSIEH, HEN-KUNG WANG, PO-LUN CHANG, SYUAN-HONG SYU ................................................................. 1796
TWO-PHASES CLUSTERING ALGORITHM BASED ON SUBTRACTIVE CLUSTERING AND K-NEAREST
NEIGHBORS
HORNG-LIN SHIEH, CHENG-CHIEN KUO, FU-HSIEN CHEN ......................................................................................... 1802
A NEW DECISION-MAKING METHOD BASED ON A TYPICAL UTILITY FUNCTION
XIAOPING QIU, MING JIAN, FEI WEI, YINGBO LI........................................................................................................... 1807
Proceedings of the 2013 International Conference on Machine Learning and Cybernetics, Tianjin, 14-17 July, 2013
AN APPROACH OF FUZZY CLUSTERING BASED ON LINGUISTIC-VALUED LATTICE IMPLICATION ALGEBRA
HONGLIANG ZHENG, YUNXIA ZHANG, LI ZOU .............................................................................................................. 1812
AN INFORMATION SYSTEM SECURITY DYNAMIC ASSESSMENT METHOD USING STOCHASTIC PETRI NET
BASED ON BUSINESS FLOW
DAN-CHEN WANG, YANG XU.............................................................................................................................................. 1818
COMPLEX EVENT RECOGNITION WITH UNCERTAINTY REASONING
XUEQIN LIU, KATHY CLAWSON, HUI WANG, BRYAN SCOTNEY, JUN LIU ................................................................ 1823
CONTEXT-AWARE REASONING MIDDLEWARE APPLIED IN THE MOBILE ENVIRONMENT
JIAN WU, CHUNPING LI, YISHU MIAO, SHAOXU SONG, LI LI, QIANG DING............................................................ 1829
DY NAMIC RULE ACTIVATION FOR EXTENDED BELIEF RULE BASES
ALBERTO CALZADA, JUN LIU, HUI WANG, ANIL KASHYAP ........................................................................................ 1836
A NOVEL ALGORITHM OF BICLUSTERING BASED ON THE ASSOCIATION RULES
YUN XUE, TIECHEN LI, XIAOHUI HU, GUOHE FENG .................................................................................................... 1842
A NOVEL FACIAL FEATURE EXTRACTION METHOD BASED ON EMPIRICAL MODE DECOMPOSITION
DAN ZHANG, HUA-YING ZHOU, YUN XUE ...................................................................................................................... 1850
SAMPLE SELECTION METHOD IN SUPERVISED LEARNING BASED ON ADAPTIVE ESTIMATED THRESHOLD
ZEYA ZHANG, ZHIHENG ZHOU, DONGKAI SHEN........................................................................................................... 1861
SURF FEATURE DETECTION METHOD USED IN OBJECT TRACKING
ZHIHENG ZHOU, XIAOWEN OU, JING XU........................................................................................................................ 1865
A COMBINED MEASURE FOR TEXT SEMANTIC SIMILARITY
HAO-DI LI, QING-CAI CHEN, XIAO-LONG WANG........................................................................................................... 1869
CHINESE NEW WORD EXTRACTION FROM MICROBLOG DATA
QI-LONG SU, BING-QUAN LIU............................................................................................................................................ 1874
COMBINATION OF VSM AND JACCARD COEFFICIENT FOR EXTERNAL PLAGIARISM DETECTION
SHUAI WANG, HAOLIANG QI, LEILEI KONG, CUIXIA DU ............................................................................................. 1880
COMPARATIVE OPINION SENTENCES IDENTIFICATION AND ELEMENTS EXTRACTION
CHENGXIANG LIU, RUIFENG XU, JIE LIU, PENG QU, HE WANG, CHENGTIAN ZOU............................................... 1886
DISCOVERING KNOWLEDGE IN MICROBLOG BASED ON NATURALLY ANNOTATED WEB RESOURCES
SHENGYU LIU, QINGCAI CHEN, SHANSHAN GUAN, XIAOLONG WANG.................................................................. 1892
ENTIMENT CLASSIFICATION OF CHINESE REVIEWS IN DIFFERENT DOMAIN: A COMPARATIVE STUDY
QINGQING ZHOU, CHENGZHI ZHANG .............................................................................................................................N/A EXPLORING SOCIAL FEATURES FOR ANSWER QUALITY PREDICTION IN CQA PORTALS
HAIFENG HU, BINGQUAN LIU, BAOXUN WANG, MING LIU, XIAOLONG WANG..................................................... 1904
QUESTION IDENTIFICATION IN CHINESE MICRO-TEXTS
LE TIAN, XIPENG QIU, XUANJING HUANG ..................................................................................................................... 1910
SPARSE TOPIC MODEL FOR TEXT CLASSIFICATION
TAO LIU................................................................................................................................................................................... 1916
BURST EVENTS DETECTION ON MICRO-BLOGGING
CHENGIXANG LIU, RUIFENG XU, LIN GUI...................................................................................................................... 1921