Availability: Intelligent data engineering and automated learning - IDEAL 2013

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Bibliographic Details
Corporate Author:	IDEAL Hefei (Author)
Format:	Conference Proceedings Book
Language:	English
Published:	Berlin [u.a.] Springer 2013
Series:	Lecture notes in computer science 8206
Subjects:	Soft Computing Verteilte künstliche Intelligenz Data Mining Datenverwaltung Automatische Klassifikation Maschinelles Lernen Konferenzschrift > 2013 > Hefei
Links:	http://deposit.dnb.de/cgi-bin/dokserv?id=4431376&prov=M&dok_var=1&dok_ext=htm http://www.gbv.de/dms/tib-ub-hannover/767186435.pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026842255&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
Physical Description:	XVIII, 639 S. Ill., graph. Darst.
ISBN:	3642412777 9783642412776 9783642412783

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MARC


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adam_text	TABLE OF CONTENTS A PRUNING ALGORITHM FOR EXTREME LEARNING MACHINE 1 LI YING AND LI FAN-JUN MEASURING STABILITY AND DISCRIMINATION POWER OF METRICS IN INFORMATION RETRIEVAL EVALUATION 8 HUAJI SHI, YANZHI TAN, XIAOLONG ZHU, AND SHENGLI WU SYSTEM FOR MONITORING AND OPTIMIZATION OF MICRO- AND NANO-MACHINING PROCESSES USING INTELLIGENT VOICE AND VISUAL COMMUNICATION 16 DARIUSZ LIPINSKI AND MACIEJ MAJEWSKI RACING FOR UNBALANCED METHODS SELECTION 24 ANDREA DAL POZZOLO, OLIVIER CAELEN, SERGE WATERSCHOOT, AND GIANLUCA BONTEMPI SUPER-RESOLUTION FROM ONE SINGLE LOW-RESOLUTION IMAGE BASED ON R.-KSVD AND EXAMPLE-BASED ALGORITHM 32 FANGMEI FU, JIONG JIA, ZHONGLONG ZHENG, FAN YANG, LI GUO, HAIXIN ZHANG, AND MUDAN YU BILATERAL MULTI-ISSUE PARALLEL NEGOTIATION MODEL BASED ON REINFORCEMENT LEARNING 40 LIHONG CHEN, HONGBIN DONG, QILONG HAN, AND GUANGZHE CUI LEARNING TO DETECT THE SUBWAY STATION ARRIVAL FOR MOBILE USERS 49 KUIFEI YU, HENGSHU ZHU, HUANHUAN CAO, BAOXIAN ZHANG, ENHONG CHEN, JILEI TIAN, AND JINGHAI RAO VISION BASED MULTI-PEDESTRIAN TRACKING USING ADAPTIVE DETECTION AND CLUSTERING 58 ZHIBO YANG AND BO YUAN DRILLING COST PREDICTION BASED ON SELF-ADAPTIVE DIFFERENTIAL EVOLUTION AND SUPPORT VECTOR REGRESSION 67 HUAXIAN PAN, GUOJIAN CHENG, AND JIAN DING WEB SERVICE EVALUATION METHOD BASED ON TIME-AWARE COLLABORATIVE FILTERING 76 GUISHENG YIN, XIAOHUI CUI, HONGBIN DONG, AND YUXIN DONG AN IMPROVED PBIL ALGORITHM FOR PATH PLANNING PROBLEM OF MOBILE ROBOTS 85 QINGBIN ZHANG, MANJUN CAI, FAJUN ZHOU, AND HAIRONG NIE AN INITIALIZED ACO FOR THE VRPTW 93 WEI SHI AND THOMAS WEISE HTTP://D-NB.INFO/1038868327 XIV TABLE OF CONTENTS DEAD LINE-AWARE EVENT SCHEDULING FOR COMPLEX EVENT PROCESSING SYSTEMS 101 NA LI AND QIANG GUAN A DISCRETE HYBRID BEES ALGORITHM FOR SERVICE AGGREGATION OPTIMAL SELECTION IN CLOUD MANUFACTURING 110 SISI TIAN, QUAN LIU, WENJUN XU, AND JUNWEI YAN CONTINUOUS MOTION RECOGNITION USING MULTIPLE TIME CONSTANT RECURRENT NEURAL NETWORK WITH A DEEP NETWORK MODEL 118 ZHIBIN YU AND MINHO LEE AN EXTENDED VERSION OF THE LVA-INDEX 126 PIOTR LASEK ANOMALY MONITORING FRAMEWORK BASED ON INTELLIGENT DATA ANALYSIS . 134 PRAPA RATTADILOK, ANDREI PETROVSKI, AND SERGEI PETROVSKI CUSTOMER UNIFICATION IN E-COMMERCE 142 MARCIN GORAWSKI, ALEKSANDER CHROSZCZ, AND ANNA GORAWSKA NETWORK MANAGEMENT BASED ON DOMAIN PARTITION FOR MOBILE AGENTS . . . 153 YONGHUI LIU AND WEIDONG MIN MULTI-OBJECTIVE QUANTUM CULTURAL ALGORITHM AND ITS APPLICATION IN THE WIRELESS SENSOR NETWORKS' ENERGY-EFFICIENT COVERAGE OPTIMIZATION 161 YI-NAN GUO, MEIRONG CHEN, AND CHUN WANG IMAGE SUPER RESOLUTION VIA VISUAL PRIOR BASED DIGITAL IMAGE CHARACTERISTICS 168 YUSHENG JIA, WANQI YANG, YANG GAO, HUJUN YIN, AND YINGHUAN SHI DEEP LEARNING ON NATURAL VIEWING BEHAVIORS TO DIFFERENTIATE CHILDREN WITH FETAL ALCOHOL SPECTRUM DISORDER 178 PO-HE TSENG, ANGELINA PAOLOZZA, DOUGLAS P. MUNOZ, JAMES N. R.EYNOLDS, AND LAURENT ITTI PREVAILING TRENDS DETECTION OF PUBLIC OPINIONS BASED ON TIANYA FORUM 186 LINA CAO AND XIJIN TANG FAST AND ACCURATE SENTIMENT CLASSIFICATION USING AN ENHANCED NAIVE BAYES MODEL 194 VIVEK NARAYANAN, ISHAN ARORA, AND ARJUN BHATIA A SCALE-FREE BASED MEMETIC ALGORITHM FOR RESOURCE -CONSTRAINED PROJECT SCHEDULING PROBLEMS 202 LIXIA WANG AND JING LIU TABLE OF CONTENTS XV A DIRECTION BASED MULTI-OBJECTIVE AGENT GENETIC ALGORITHM 210 CHEN ZHU AND JING LIU A STUDY OF REPRESENTATIONS FOR RESOURCE CONSTRAINED PROJECT SCHEDULING PROBLEMS USING FITNESS DISTANCE CORRELATION 218 BINGQI CAI AND JING LIU ADAPT A TEXT-ORIENTED CHUNKER FOR ORAL DATA: HOW MUCH MANUAL EFFORT IS NECESSARY? 226 ISABELLE TELLIER, YOANN DUPONT, IRIS ESHKOL, AND ILAINE WANG SVD BASED GRAPH REGULARIZED MATRIX FACTORIZATION 234 EPHRIME A. VIDAR AND SWEEDY K. ALVINDIA CLUSTERING, NOISE REDUCTION AND VISUALIZATION USING FEATURES EXTRACTED FROM THE SELF-ORGANIZING MAP 242 LEONARDO ENZO BRITO DA SILVA AND JOSE ALFREDO FERREIRA COSTA EFFICIENT SERVICE DEPLOYMENT BY IMAGE-AWARE VM ALLOCATION STRATEGY 252 BINBIN HUANG, RONGHENG LIN, KAI PENG, HUA ZOU, AND FANGCHUN YANG FORECASTING FINANCIAL TIME SERIES USING A HYBRID SELF-ORGANISING NEURAL MODEL 262 YICUN OUYANG AND HUJUN YIN A NOVEL DIVERSITY MAINTENANCE SCHEME FOR EVOLUTIONARY MULTI-OBJECTIVE OPTIMIZATION 270 SEN BONG GEE, XIN QIU, AND KAY CHEN TAN ADAPTIVE DIFFERENTIAL EVOLUTION FUZZY CLUSTERING ALGORITHM WITH SPATIAL INFORMATION AND KERNEL METRIC FOR REMOTE SENSING IMAGERY . 278 AILONG MA, YANFEI ZHONG, AND LIANGPEI ZHANG DYNAMIC EM IN NEOLOGISM EVOLUTION 286 MARTIN EMMS ESTIMATION OF THE REGULARISATION PARAMETER IN HUBER-MRF FOR IMAGE RESOLUTION ENHANCEMENT 294 SAKINAH ALI PITCHAY AND ATA KABAN SPARSE PROTOTYPE REPRESENTATION BY CORE SETS 302 FRANK-MICHAEL SCHLEIF, XIBIN ZHU, AND BARBARA HAMMER RECONSTRUCTION OF WIND SPEED BASED ON SYNOPTIC PRESSURE VALUES AND SUPPORT VECTOR REGRESSION 310 B. SAAVEDRA-MORENO, S. SALCEDO-SANZ, L. CARRO-CALVO, A. PORTILLA-FIGUERAS, AND J. MAGDALENA-SAIZ XVI TABLE OF CONTENTS DIRECT SOLAR RADIATION PREDICTION BASED ON SOFT-COMPUTING ALGORITHMS INCLUDING NOVEL PREDICTIVE ATMOSPHERIC VARIABLES 318 S. SALCEDO-SANZ, C. CASANOVA-MATEO, A. PASTOR-SANCHEZ, D. GALLO-MARAZUELA, A. LABAJO-SALAZAR, AND A. PORTILLA-FIGUERAS A NOVEL CORAL REEFS OPTIMIZATION ALGORITHM FOR MULTI-OBJECTIVE PROBLEMS 326 S. SALCEDO-SANZ, A. PASTOR-SANCHEZ, D. GALLO-MARAZUELA, AND A. PORTILLA-FIGUERAS FUZZY CLUSTERING WITH GROUPING GENETIC ALGORITHMS 334 S. SALCEDO-SANZ, L. CARRO-CALVO, A. PORTILLA-FIGUERAS, L. CUADRA, AND D. CAMACHO GRAPH-BASED SUBSTRUCTURE PATTERN MINING USING CUDA DYNAMIC PARALLELISM 342 FEI WANG, JIANQIANG DONG, AND BO YUAN SCALING UP COVARIANCE MATRIX ADAPTATION EVOLUTION STRATEGY USING COOPERATIVE COEVOLUTION 350 JINPENG LIU AND KE TANG GRADIENT BOOSTING-BASED NEGATIVE CORRELATION LEARNING 358 LUNJUN WAN, KE TANG, AND R.UI WANG METAMODEL ASSISTED MIXED-INTEGER EVOLUTION STRATEGIES BASED ON KENDALL RANK CORRELATION COEFFICIENT 366 LILI ZHUANG, KE TANG, AND YAOCHU JIN SEMI-SUPERVISED RANKING VIA LIST-WISE APPROACH 376 ZHIGAO MIAO AND KE TANG GAUSSIAN PROCESS FOR TRANSFER LEARNING THROUGH MINIMUM ENCODING . . . 384 HAO SHAO, R.UI XU, AND FENG TAO KERNEL BASED MANIFOLD LEARNING FOR COMPLEX INDUSTRY FAULT DETECTION 392 JIAN CHENG AND YI-NAN GUO AN ESTIMATION OF DISTRIBUTION ALGORITHM FOR THE 3D BIN PACKING PROBLEM WITH VARIOUS BIN SIZES 401 YAXIONG CAI, HUAPING CHEN, BUI XU, HAO SHAO, AND XUEPING LI ACCELERATING BIRCH FOR CLUSTERING LARGE SCALE STREAMING DATA USING CUDA DYNAMIC PARALLELISM 409 JIANQIANG DONG, FEI WANG, AND, BO YUAN SWARM INTELLIGENCE IN BIG DATA ANALYTICS 417 SHI CHENG, YUHUI SHI, QUANDE QIN, AND B.UIBIN BAI TABLE OF CONTENTS XVII MULTIDIMENSIONAL DYNAMIC TRUST MEASUREMENT MODEL WITH INCENTIVE MECHANISM FOR INTERNETWARE 427 GUISHENG YIN, YINGJIE WANG, JIANGUO ZHANG, AND HONGBIN DONG GLOBAL PATH PLANNING OF WHEELED ROBOTS USING A MULTI-OBJECTIVE MEMETIC ALGORITHM 437 FANGXIAO WANG AND ZEXUAN ZHU QUANTIFYING FLOW FIELD DISTANCES BASED ON A COMPACT STREAMLINE REPRESENTATION 445 LARS GRAENING AND THOMAS RAMSAY MCGA: A MULTIOBJECTIVE CELLULAR GENETIC ALGORITHM BASED ON A 3D GRID 455 HU ZHANG, SHENMING SONG, AND AIMIN ZHOU MULTI-OBJECTIVE PARTICLE SWARM OPTIMIZATION ALGORITHM BASED ON POPULATION DECOMPOSITION 463 YUAN ZHAO AND HAI-LIN LIU AN EFFECTIVE ANT COLONY APPROACH FOR SCHEDULING PARALLEL BATCH-PROCESSING MACHINES 471 BUI XU, HUAPING CHEN, AND HAO SHAO UNDERSTANDING INSTANCE COMPLEXITY IN THE LINEAR ORDERING PROBLEM . . . 479 JOSU CEBERIO, LETICIA HERNANDO, ALEXANDER MENDIBURU, AND JOSE A. LOZANO MULTI-OBJECTIVE EVOLUTIONARY ALGORITHM BASED ON DECOMPOSITION FOR AIR TRAFFIC FLOW NETWORK REROUTING PROBLEM 487 XIAO ZHANG, MINGMING XIAO, AND MIAO ZHANG TEMPORAL DEPENDENCE IN LEGAL DOCUMENTS 497 DANIEL ISEMANN, KHURSHID AHMAD, TIM FERNANDO, AND CARL VOGEL LEARNING-GUIDED EXPLORATION IN AIRFOIL OPTIMIZATION 505 EDGAR REEHUIS, MARKUS OLHOFER, BERNHARD SENDHOFF, AND THOMAS BACK A TRIGRAM LANGUAGE MODEL TO PREDICT PART OF SPEECH TAGS USING NEURAL NETWORK 513 DINESH KUMAR KASHYAP AND GURPREET SINGH JOSAN HANDLING DIFFERENT LEVELS OF GRANULARITY WITHIN NAIVE BAYES CLASSIFIERS 521 KEMAL INCE AND FRANK KLAWONN GENETIC ALGORITHM ON GPU PERFORMANCE OPTIMIZATION ISSUES 529 ANDRIUS PAUKSTE XVIII TABLE OF CONTENTS MUTUAL INFORMATION FOR PERFORMANCE ASSESSMENT OF MULTI OBJECTIVE OPTIMISERS: PRELIMINARY RESULTS 537 NOURA AL MOUBAYED, ANDREI PETROVSKI, AND JOHN MCCALL VELOCITY DIVERGENCE OF CCPSO IN LARGE SCALE GLOBAL OPTIMIZATION 545 SHANQING HU AND BIN LI MACHINE LEARNING ENHANCED MULTI-OBJECTIVE EVOLUTIONARY ALGORITHM BASED ON DECOMPOSITION 553 YUNG SIANG LIAU, KAY CHEN TAN, JUN HU, XIN QIU, AND SEN BONG GEE HIGH AGAINST LOW QUANTILE COMPARISON FOR BIOMARKER AND CLASSIFIER EVALUATION 561 KATHARINA TSCHUMITSCHEUI AND FRANK KLAWONN LEARNING A LABEL-NOISE ROBUST LOGISTIC REGRESSION: ANALYSIS AND EXPERIMENTS. . 569 JAKRAMATE BOOTKRAJANG AND ATA KABAN HYBRID BACTERIAL FORAGING ALGORITHM FOR DATA CLUSTERING 577 BEN NIU, QIQI DUAN, AND JING LIANG SWARM INTELLIGENCE WITH CLUSTERING FOR SOLVING SAT 585 HABIBA DRIAS, AMEUR DOUIB, AND CELIA HIRECHE MULTILEVEL BEE SWARM OPTIMIZATION FOR LARGE SATISFIABILITY PROBLEM INSTANCES 594 MARUIA DJEFFAL AND HABIBA DRIAS VOTING-XCSC: A CONSENSUS CLUSTERING METHOD VIA LEARNING CLASSIFIER SYSTEM 603 LIQIANG QIAN, YINGHUAN SHI, YANG GAO, AND HUJUN YIN DISTANCE WEIGHTED COSINE SIMILARITY MEASURE FOR TEXT CLASSIFICATION. 611 BAOLI LI AND LIPING HAN A SURVEY ON BENCHMARKS FOR BIG DATA AND SOME MORE CONSIDERATIONS 619 XIONGPAI QIN AND XIAOYUN ZHOU SPECTRAL CLUSTERING ALGORITHM BASED ON LOCAL SPARSE REPRESENTATION . . . 628 SEN WU, MIN QUAN, AND XIAODONG FENG AUTHOR INDEX 637
any_adam_object	1
author_GND	(DE-588)104368543X
author_corporate	IDEAL Hefei
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author_facet	IDEAL Hefei
author_sort	IDEAL Hefei
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dewey-ones	006 - Special computer methods
dewey-raw	006.31
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dewey-tens	000 - Computer science, information, general works
discipline	Informatik
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indexdate	2025-01-11T19:05:50Z
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isbn	3642412777 9783642412776 9783642412783
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physical	XVIII, 639 S. Ill., graph. Darst.
publishDate	2013
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publisher	Springer
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series	Lecture notes in computer science
series2	Lecture notes in computer science
spellingShingle	Intelligent data engineering and automated learning - IDEAL 2013 14th international conference, IDEAL 2013, Hefei, China, October 20 - 23, 2013 ; proceedings Lecture notes in computer science Soft Computing (DE-588)4455833-8 gnd Verteilte künstliche Intelligenz (DE-588)4281805-9 gnd Data Mining (DE-588)4428654-5 gnd Datenverwaltung (DE-588)4011168-4 gnd Automatische Klassifikation (DE-588)4120957-6 gnd Maschinelles Lernen (DE-588)4193754-5 gnd
subject_GND	(DE-588)4455833-8 (DE-588)4281805-9 (DE-588)4428654-5 (DE-588)4011168-4 (DE-588)4120957-6 (DE-588)4193754-5 (DE-588)1071861417
title	Intelligent data engineering and automated learning - IDEAL 2013 14th international conference, IDEAL 2013, Hefei, China, October 20 - 23, 2013 ; proceedings
title_auth	Intelligent data engineering and automated learning - IDEAL 2013 14th international conference, IDEAL 2013, Hefei, China, October 20 - 23, 2013 ; proceedings
title_exact_search	Intelligent data engineering and automated learning - IDEAL 2013 14th international conference, IDEAL 2013, Hefei, China, October 20 - 23, 2013 ; proceedings
title_full	Intelligent data engineering and automated learning - IDEAL 2013 14th international conference, IDEAL 2013, Hefei, China, October 20 - 23, 2013 ; proceedings Hujun Yin ... (eds.)
title_fullStr	Intelligent data engineering and automated learning - IDEAL 2013 14th international conference, IDEAL 2013, Hefei, China, October 20 - 23, 2013 ; proceedings Hujun Yin ... (eds.)
title_full_unstemmed	Intelligent data engineering and automated learning - IDEAL 2013 14th international conference, IDEAL 2013, Hefei, China, October 20 - 23, 2013 ; proceedings Hujun Yin ... (eds.)
title_short	Intelligent data engineering and automated learning - IDEAL 2013
title_sort	intelligent data engineering and automated learning ideal 2013 14th international conference ideal 2013 hefei china october 20 23 2013 proceedings
title_sub	14th international conference, IDEAL 2013, Hefei, China, October 20 - 23, 2013 ; proceedings
topic	Soft Computing (DE-588)4455833-8 gnd Verteilte künstliche Intelligenz (DE-588)4281805-9 gnd Data Mining (DE-588)4428654-5 gnd Datenverwaltung (DE-588)4011168-4 gnd Automatische Klassifikation (DE-588)4120957-6 gnd Maschinelles Lernen (DE-588)4193754-5 gnd
topic_facet	Soft Computing Verteilte künstliche Intelligenz Data Mining Datenverwaltung Automatische Klassifikation Maschinelles Lernen Konferenzschrift 2013 Hefei
url	http://deposit.dnb.de/cgi-bin/dokserv?id=4431376&prov=M&dok_var=1&dok_ext=htm http://www.gbv.de/dms/tib-ub-hannover/767186435.pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026842255&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
volume_link	(DE-604)BV000000607
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