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2011 IEEE 11th International Conference on Data Mining Workshops

Dec. 11 2011 to Dec. 11 2011

Vancouver, Canada

ISBN: 978-0-7695-4409-0

Table of Contents

Papers
Title Page iFreely available from IEEE.pp. i
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Title Page iiiFreely available from IEEE.pp. iii
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Copyright PageFreely available from IEEE.pp. iv
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Table of ContentsFreely available from IEEE.pp. v-xvii
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Message from the Conference ChairsFreely available from IEEE.pp. xviii
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Message from the Workshop Co-chairsFreely available from IEEE.pp. xix-xx
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Preface to the Third IEEE ICDM Workshop on Knowledge Discovery from Climate DataFreely available from IEEE.pp. xxi-xxii
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Preface to the Sentiment Elicitation from Natural Text for Information Retrieval and Extraction WorkshopFreely available from IEEE.pp. xxiii-xxiv
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Preface to the International Workshop on Knowledge Discovery Using Cloud and Distributed Computing PlatformsFreely available from IEEE.pp. xxv-xxvi
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Preface to the Sixth Workshop on Optimization Based Techniques for Emerging Data Mining ProblemsFreely available from IEEE.pp. xxvii-xxviii
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Preface to the Data Mining Technologies for Computational Collective Intelligence WorkshopFreely available from IEEE.pp. xxix-xxx
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Preface to the Workshop on Mining Communities and People RecommendersFreely available from IEEE.pp. xxxi-xxxii
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Preface to the Workshop on Domain Driven Data MiningFreely available from IEEE.pp. xxxiii-xxxiv
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Preface to the Fifth International Workshop on Mining Multiple Information SourcesFreely available from IEEE.pp. xxxv
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Preface to the Handling Concept Drift and Reoccurring Contexts in Adaptive Information Systems WorkshopFreely available from IEEE.pp. xxxvi-xxxvii
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Preface to the Third International Workshop on Privacy Aspects of Data MiningFreely available from IEEE.pp. xxxviii-xxxix
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Preface to the International Workshop on Learning and Data Mining for RobotsFreely available from IEEE.pp. xl
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Preface to the Fourth Workshop on Data Mining Case StudiesFreely available from IEEE.pp. xli-xlii
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Preface to the Large Scale Visual Analytics WorkshopFreely available from IEEE.pp. xliii-xliv
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Preface to the International Workshop on Spatial and Spatio-Temporal Data MiningFreely available from IEEE.pp. xlv-xlvii
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Preface to the International Workshop on Data Mining in NetworksFreely available from IEEE.pp. xlviii-xlvix
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Preface to the Second Workshop on Biological Data Mining and Its Applications in HealthcareFreely available from IEEE.pp. l-lii
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Preface to the Declarative Pattern Mining WorkshopFreely available from IEEE.pp. liii-liv
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Preface to the Contrast Data Mining and Applications WorkshopFreely available from IEEE.pp. lv
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Preface to the Data Mining for Service WorkshopFreely available from IEEE.pp. lvi
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Preface to the IEEE ICDM 2011 PhD ForumFreely available from IEEE.pp. lvii-lviii
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Preface to the ICDM 2011 Demo SessionFreely available from IEEE.pp. lvix
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SponsorsFreely available from IEEE.pp. lx-lxi
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Sparse Group Lasso for Regression on Land Climate VariablesFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Soumyadeep Chatterjee, Arindam Banerjee, Snigdhanshu Chatterjee, Auroop R. Ganguly
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Community Dynamics and Analysis of Decadal Trends in Climate DataFull-text access may be available. Sign in or learn about subscription options.pp. 9-14
by William Hendrix, Isaac K. Tetteh, Ankit Agrawal, Fredrick Semazzi, Wei-keng Liao, Alok Choudhary
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Modeling Unreliable Data and Sensors: Using F-measure Attribute Performance with Test Samples from Low-Cost SensorsFull-text access may be available. Sign in or learn about subscription options.pp. 15-22
by Vasanth Iyer, S. Sitharama Iyengar
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Evaluating Hurricane Intensity Prediction Techniques in Real TimeFull-text access may be available. Sign in or learn about subscription options.pp. 23-29
by Vladimir Jovanovic, Margaret H. Dunham, Michael Hahsler, Yu Su
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Spatio-Temporal Mining of Core Regions: Study of Rainfall Patterns in Monsoonal IndiaFull-text access may be available. Sign in or learn about subscription options.pp. 30-37
by Kollukuduru Sravanthi, K.S. Rajan
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Parallel Kriging Analysis for Large Spatial DatasetsFull-text access may be available. Sign in or learn about subscription options.pp. 38-44
by Wei Zhuo, Prabhat, Chris Paciorek, Cari Kaufman, Wes Bethel
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Multilingual Sentiment Analysis Using Latent Semantic Indexing and Machine LearningFull-text access may be available. Sign in or learn about subscription options.pp. 45-52
by Brett W. Bader, W. Philip Kegelmeyer, Peter A. Chew
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Deriving Insights from National Happiness IndicesFull-text access may be available. Sign in or learn about subscription options.pp. 53-60
by Anthony Brew, Derek Greene, Daniel Archambault, P´draig Cunningham
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Improving Sentiment Classification Using Feature Highlighting and Feature BaggingFull-text access may be available. Sign in or learn about subscription options.pp. 61-66
by Lin Dai, Hechun Chen, Xuemei Li
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STARLET: Multi-document Summarization of Service and Product Reviews with Balanced Rating DistributionsFull-text access may be available. Sign in or learn about subscription options.pp. 67-74
by Giuseppe Di Fabbrizio, Ahmet Aker, Robert Gaizauskas
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Machine Reading for Notion-Based Sentiment MiningFull-text access may be available. Sign in or learn about subscription options.pp. 75-80
by Roula Hobeica, Hazem Hajj, Wassim El Hajj
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Multi-aspect Sentiment Analysis with Topic ModelsFull-text access may be available. Sign in or learn about subscription options.pp. 81-88
by Bin Lu, Myle Ott, Claire Cardie, Benjamin K. Tsou
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AQA: Aspect-based Opinion Question AnsweringFull-text access may be available. Sign in or learn about subscription options.pp. 89-96
by Samaneh Moghaddam, Martin Ester
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Discourse Structure and SentimentFull-text access may be available. Sign in or learn about subscription options.pp. 97-102
by Livia Polanyi, Martin van den Berg
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Longitudinal Sales Responses with Online ReviewsFull-text access may be available. Sign in or learn about subscription options.pp. 103-108
by Xiaojun Quan, Liu Wenyin, Wenyu Dou
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Fine-Grained Opinion Mining Using Conditional Random FieldsFull-text access may be available. Sign in or learn about subscription options.pp. 109-114
by Shabnam Shariaty, Samaneh Moghaddam
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Detecting General Opinions from Customer SurveysFull-text access may be available. Sign in or learn about subscription options.pp. 115-122
by Evgeny A. Stepanov, Giuseppe Riccardi
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Mining Opinion Attributes from Texts Using Multiple Kernel LearningFull-text access may be available. Sign in or learn about subscription options.pp. 123-128
by Aleksander Wawer
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SES: Sentiment Elicitation System for Social Media DataFull-text access may be available. Sign in or learn about subscription options.pp. 129-136
by Kunpeng Zhang, Yu Cheng, Yusheng Xie, Daniel Honbo, Ankit Agrawal, Diana Palsetia, Kathy Lee, Wei-keng Liao, Alok Choudhary
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Detecting Abnormal Machine Characteristics in Cloud InfrastructuresFull-text access may be available. Sign in or learn about subscription options.pp. 137-144
by Kanishka Bhaduri, Kamalika Das, Bryan L. Matthews
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Frequent Pairs in Data Streams: Exploiting Parallelism and SkewFull-text access may be available. Sign in or learn about subscription options.pp. 145-150
by Andrea Campagna, Konstantin Kutzkov, Rasmus Pagh
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Epidemic K-Means ClusteringFull-text access may be available. Sign in or learn about subscription options.pp. 151-158
by Giuseppe Di Fatta, Francesco Blasa, Simone Cafiero, Giancarlo Fortino
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A Large Scale URL Verification Pipeline Using HadoopFull-text access may be available. Sign in or learn about subscription options.pp. 159-166
by Songtao Guo, Jianxiong Dong
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Latency Minimizing Tasking for Information Processing SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 167-173
by James Horey, Brent Lagesse
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LI-MR: A Local Iteration Map/Reduce Model and Its Application to Mine Community Structure in Large-Scale NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 174-179
by Qiuhong Li, Zhihui Wang, Wei Wang, Yimin Liu, Peng Wang, Tao Yu
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Finding the 'Needle': Locating Interesting Nodes Using the K-shortest Paths Algorithm in MapReduceFull-text access may be available. Sign in or learn about subscription options.pp. 180-187
by Christopher McCubbin, Bryan Perozzi, Andrew Levine, Abdul Rahman
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The Deployment of MML for Data Analytics over the CloudFull-text access may be available. Sign in or learn about subscription options.pp. 188-195
by Jonathan Tancer, Aparna S. Varde
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Temporal Distributed Learning with Heterogeneous Data Using Gaussian MixturesFull-text access may be available. Sign in or learn about subscription options.pp. 196-203
by Dean Teffer, Amanda Hutton, Joydeep Ghosh
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Post Mining of Multiple Criteria Linear Programming Classification Model for Actionable Knowledge in Credit Card Churning ManagementFull-text access may be available. Sign in or learn about subscription options.pp. 204-211
by Yibing Chen, Lingling Zhang, Yong Shi
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Learning to Group Web Text Incorporating Prior InformationFull-text access may be available. Sign in or learn about subscription options.pp. 212-219
by Yu Cheng, Kunpeng Zhang, Yusheng Xie, Ankit Agrawal, Wei-keng Liao, Alok Choudhary
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Meta-learning for Selecting a Multi-label Classification AlgorithmFull-text access may be available. Sign in or learn about subscription options.pp. 220-227
by Lena Chekina, Lior Rokach, Bracha Shapira
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Efficient Iterative Semi-supervised Classification on ManifoldFull-text access may be available. Sign in or learn about subscription options.pp. 228-235
by Mehrdad Farajtabar, Hamid R. Rabiee, Amirreza Shaban, Ali Soltani-Farani
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Boosting Unsupervised Additive Clustering Using Cluster-Wise Optimization and Multi-label LearningFull-text access may be available. Sign in or learn about subscription options.pp. 236-243
by Stephen L. France, Ahmed Abbasi
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Active Learning from Positive and Unlabeled DataFull-text access may be available. Sign in or learn about subscription options.pp. 244-250
by Alireza Ghasemi, Hamid R. Rabiee, Mohsen Fadaee, Mohammad T. Manzuri, Mohammad H. Rohban
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Twitter Trending Topic ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 251-258
by Kathy Lee, Diana Palsetia, Ramanathan Narayanan, Md. Mostofa Ali Patwary, Ankit Agrawal, Alok Choudhary
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Temporal Cross-Selling Optimization Using Action Proxy-Driven Reinforcement LearningFull-text access may be available. Sign in or learn about subscription options.pp. 259-266
by Nan Li, Naoki Abe
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Entity Resolution with Attribute and Connection GraphFull-text access may be available. Sign in or learn about subscription options.pp. 267-271
by Lingfeng Niu, Jianmin Wu, Yong Shi
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Integrating Pairwise Constraints into Clustering Algorithms: Optimization-Based ApproachesFull-text access may be available. Sign in or learn about subscription options.pp. 272-279
by Jacques-Henri Sublemontier, Lionel Martin, Guillaume Cleuziou, Matthieu Exbrayat
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Classification for Orange Varieties Using Near Infrared SpectroscopyFull-text access may be available. Sign in or learn about subscription options.pp. 280-285
by Warawut Suphamitmongkol, Guangli Nie, Rong Liu, Yong Shi
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Parametric Characterization of Multimodal Distributions with Non-gaussian ModesFull-text access may be available. Sign in or learn about subscription options.pp. 286-292
by Ashutosh Tewari, Michael J. Giering, Arvind Raghunathan
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Kernel-Based Clustering with Automatic Cluster Number SelectionFull-text access may be available. Sign in or learn about subscription options.pp. 293-299
by Chang-Dong Wang, Jian-Huang Lai, Dong Huang
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A Novel Co-clustering Method with Intra-similaritiesFull-text access may be available. Sign in or learn about subscription options.pp. 300-306
by Jian-Sheng Wu, Jian-Huang Lai, Chang-Dong Wang
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Stream Prediction Using Representative Episode RulesFull-text access may be available. Sign in or learn about subscription options.pp. 307-314
by Huisheng Zhu, Peng Wang, Wei Wang, Baile Shi
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Isanette: A Common and Common Sense Knowledge Base for Opinion MiningFull-text access may be available. Sign in or learn about subscription options.pp. 315-322
by Erik Cambria, Yangqiu Song, Haixun Wang, Amir Hussain
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Mobile Phone Graph Evolution: Findings, Model and InterpretationFull-text access may be available. Sign in or learn about subscription options.pp. 323-330
by Siyuan Liu, Lei Li, Christos Faloutsos, Lionel M. Ni
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Exploring Support Vector Machines and Random Forests to Detect Advanced Fee Fraud Activities on InternetFull-text access may be available. Sign in or learn about subscription options.pp. 331-335
by Abiodun Modupe, Oludayo O. Olugbara, Sunday O. Ojo
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Retweet Modeling Using Conditional Random FieldsFull-text access may be available. Sign in or learn about subscription options.pp. 336-343
by Huan-Kai Peng, Jiang Zhu, Dongzhen Piao, Rong Yan, Ying Zhang
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SLPA: Uncovering Overlapping Communities in Social Networks via a Speaker-Listener Interaction Dynamic ProcessFull-text access may be available. Sign in or learn about subscription options.pp. 344-349
by Jierui Xie, Boleslaw K. Szymanski, Xiaoming Liu
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Employing Team Composition Strategies for Recommending TeamsFull-text access may be available. Sign in or learn about subscription options.pp. 350-357
by Michele Brocco, Yonata Andrelo Asikin
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Random Walk Based Resource Allocation: Predicting and Recommending Links in Cross-Operator Mobile Communication NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 358-365
by Yuxiao Dong, Qing Ke, Jun Rao, Bai Wang, Bin Wu
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An Effective Expert Team Formation in Social Networks Based on Skill GradingFull-text access may be available. Sign in or learn about subscription options.pp. 366-372
by Farnoush Farhadi, Maryam Sorkhi, Sattar Hashemi, Ali Hamzeh
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Time-Aware Ranking in Dynamic Citation NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 373-380
by Rumi Ghosh, Tsung-Ting Kuo, Chun-Nan Hsu, Shou-De Lin, Kristina Lerman
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A Diffusion of Innovation-Based Closeness Measure for Network AssociationsFull-text access may be available. Sign in or learn about subscription options.pp. 381-388
by Reihaneh Rabbany Khorasgani, Osmar R. Zaïane
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Improving Energy Use Forecast for Campus Micro-grids Using Indirect IndicatorsFull-text access may be available. Sign in or learn about subscription options.pp. 389-397
by Saima Aman, Yogesh Simmhan, Viktor K. Prasanna
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FAARM: Frequent Association Action Rules Mining Using FP-TreeFull-text access may be available. Sign in or learn about subscription options.pp. 398-404
by Djellel Eddine Difallah, Ryan G. Benton, Vijay Raghavan, Tom Johnsten
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Certainty-Enhanced Active Learning for Improving Imbalanced Data ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 405-412
by Jui Hsi Fu, Sing Ling Lee
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Automatic Cleaning and Linking of Historical Census Data Using Household InformationFull-text access may be available. Sign in or learn about subscription options.pp. 413-420
by Zhichun Fu, Peter Christen, Mac Boot
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Mining Infrequent Causal Associations in Electronic Health DatabasesFull-text access may be available. Sign in or learn about subscription options.pp. 421-428
by Yanqing Ji, Hao Ying, John Tran, Peter Dews, Ayman Mansour, R. Michael Massanari
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A Novel Knowledge-Based Twin Support Vector MachineFull-text access may be available. Sign in or learn about subscription options.pp. 429-433
by Xu Chan Ju, Ying Jie Tian
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Semi-supervised Failure Prediction for Oil Production WellsFull-text access may be available. Sign in or learn about subscription options.pp. 434-441
by Yintao Liu, Ke-Thia Yao, Shuping Liu, Cauligi S. Raghavendra, Oluwafemi Balogun, Lanre Olabinjo
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Automatic Training Data Cleaning for Text ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 442-449
by Hassan H. Malik, Vikas S. Bhardwaj
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Revealing Cluster Formation over Huge Volatile Robotic DataFull-text access may be available. Sign in or learn about subscription options.pp. 450-457
by Nikos Mitsou, Irene Ntoutsi, Dirk Wollherr, Costas Tzafestas, Hans-Peter Kriegel
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Domain-Driven Data Mining in Human Resource Management: A ReviewFull-text access may be available. Sign in or learn about subscription options.pp. 458-465
by Franca Piazza, Stefan Strohmeier
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CAPRE: A New Methodology for Product Recommendation Based on Customer Actionability and ProfitabilityFull-text access may be available. Sign in or learn about subscription options.pp. 466-473
by Thomas Piton, Julien Blanchard, Fabrice Guillet
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Domain-Specific Adaptation of a Partial Least Squares Regression Model for Loan Defaults PredictionFull-text access may be available. Sign in or learn about subscription options.pp. 474-479
by Balaji Vasan Srinivasan, Nathan Gnanasambandam, Shi Zhao, Raj Minhas
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Agent Assignment for Process Management: Competency-Driven Dynamic Resource Management MethodologyFull-text access may be available. Sign in or learn about subscription options.pp. 480-487
by Ramzan Talib, Bernhard Volz, Stefan Jablonski
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Relational Fuzzy Clustering with Multiple KernelsFull-text access may be available. Sign in or learn about subscription options.pp. 488-495
by Naouel Baili, Hichem Frigui
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Cross-Domain Recommender SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 496-503
by Paolo Cremonesi, Antonio Tripodi, Roberto Turrin
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Approximate Record Matching Using Hash GramsFull-text access may be available. Sign in or learn about subscription options.pp. 504-511
by Mohammed Gollapalli, Xue Li, Ian Wood, Guido Governatori
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Multitask Multiclass Support Vector MachinesFull-text access may be available. Sign in or learn about subscription options.pp. 512-518
by You Ji, Shiliang Sun
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Indexing Faces in Broadcast News Video ArchivesFull-text access may be available. Sign in or learn about subscription options.pp. 519-526
by Duy-Dinh Le, Shin'ichi Satoh
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Greedy Regularized Least-Squares for Multi-task LearningFull-text access may be available. Sign in or learn about subscription options.pp. 527-533
by Pekka Naula, Tapio Pahikkala, Antti Airola, Tapio Salakoski
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