Topick: Accurate Topic Distillation for User Streams (Englisch)
- Neue Suche nach: Dimitrov, Anton
- Neue Suche nach: Olteanu, Alexandra
- Neue Suche nach: Mcdowell, Luke
- Neue Suche nach: Aberer, Karl
- Neue Suche nach: Dimitrov, Anton
- Neue Suche nach: Olteanu, Alexandra
- Neue Suche nach: Mcdowell, Luke
- Neue Suche nach: Aberer, Karl
In:
2012 IEEE 12th International Conference on Data Mining Workshops
;
882-885
;
2012
- Aufsatz (Konferenz) / Elektronische Ressource
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Titel:Topick: Accurate Topic Distillation for User Streams
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Beteiligte:Dimitrov, Anton ( Autor:in ) / Olteanu, Alexandra ( Autor:in ) / Mcdowell, Luke ( Autor:in ) / Aberer, Karl ( Autor:in )
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Erschienen in:
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Verlag:
- Neue Suche nach: IEEE
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Erscheinungsdatum:01.12.2012
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Format / Umfang:415425 byte
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ISBN:
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DOI:
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Medientyp:Aufsatz (Konferenz)
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Format:Elektronische Ressource
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Sprache:Englisch
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Datenquelle:
Inhaltsverzeichnis Konferenzband
Die Inhaltsverzeichnisse werden automatisch erzeugt und basieren auf den im Index des TIB-Portals verfügbaren Einzelnachweisen der enthaltenen Beiträge. Die Anzeige der Inhaltsverzeichnisse kann daher unvollständig oder lückenhaft sein.
- 1
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Coupled Matrix Factorization with Sparse Factors to Identify Potential Biomarkers in MetabolomicsAcar, Evrim / Gurdeniz, Gozde / Rasmussen, Morten A. / Rago, Daniela / Dragsted, Lars O. / Bro, Rasmus et al. | 2012
- 9
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Diagnosis of Coronary Artery Disease Using Cost-Sensitive AlgorithmsAlizadehsani, Roohallah / Hosseini, Mohammad Javad / Sani, Zahra Alizadeh / Ghandeharioun, Asma / Boghrati, Reihane et al. | 2012
- 17
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Predicting Hospital Length of Stay (PHLOS): A Multi-tiered Data Mining ApproachAzari, Ali / Janeja, Vandana P. / Mohseni, Alex et al. | 2012
- 25
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Figure Retrieval in Biomedical LiteratureDeepak, K. Sai / Rai, Harikrishna G.N. / Radhakrishna, P. et al. | 2012
- 33
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Cerebral Palsy EEG Signals Classification: Facial Expressions and Thoughts for Driving an Intelligent WheelchairFaria, Brigida Monica / Reis, Luis Paulo / Lau, Nuno et al. | 2012
- 41
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Improved Feature Selection by Incorporating Gene Similarity Into the LASSOGillies, C.E. / Gao, X. / Patel, N.V. / Siadat, M.R. / Wilson, G.D. et al. | 2012
- 49
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Evaluation of Feature Ranking Ensembles for High-Dimensional Biomedical Data: A Case StudyKuncheva, Ludmila I. / Smith, Christopher J. / Syed, Yasir / Phillips, Christopher O. / Lewis, Keir E. et al. | 2012
- 57
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Adapting Surgical Models to Individual Hospitals Using Transfer LearningLee, Gyemin / Rubinfeld, Ilan / Syed, Zeeshan et al. | 2012
- 64
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Clustering Tandem Repeats via TrinucleotidesLiang, Yupu / Sokol, Dina / Zelikovitz, Sarah et al. | 2012
- 72
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Using Perspective Wall to Visualize Medical Data in the Intensive Care UnitLtifi, Hela / Ben Ayed, Mounir / Trabelsi, Ghada / Alimi, Adel M. et al. | 2012
- 79
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Evidence Theory-Based Approach for Epileptic Seizure Detection Using EEG SignalsMohamed, Abduljalil / Shaban, Khaled Bashir / Mohamed, Amr et al. | 2012
- 86
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Discovering Aberrant Patterns of Human Connectome in Alzheimer's Disease via Subgraph MiningShao, Junming / Yang, Qinli / Wohlschlaeger, Afra / Sorg, Christian et al. | 2012
- 94
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Discovering Aging-Genes by Topological Features in Drosophila melanogaster Protein-Protein Interaction NetworkSong, Xin / Zhou, Yuan-Chun / Feng, Kai / Li, Yan-Hui / Li, Jian-Hui et al. | 2012
- 99
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Mining Medical Data to Develop Clinical Decision Making Tools in HemodialysisTitapiccolo, J. Ion / Ferrario, M. / Cerutti, S. / Signorini, M.G. / Barbieri, C. / Mari, F. / Gatti, E. et al. | 2012
- 107
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TeamFinder: A Co-clustering based Framework for Finding an Effective Team of Experts in Social NetworksFarhadi, Farnoush / Hoseini, Elham / Hashemi, Sattar / Hamzeh, Ali et al. | 2012
- 115
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A Triclustering Approach for Time Evolving GraphsGuigoures, Romain / Boulle, Marc / Rossi, Fabrice et al. | 2012
- 123
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Concept-Based Biclustering for Internet AdvertisementIgnatov, Dmitry I. / Kuznetsov, Sergei O. / Poelmans, Jonas et al. | 2012
- 131
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Biclustering of High-throughput Gene Expression Data with Bicluster MinerKiraly, Andras / Abonyi, Janos / Laiho, Asta / Gyenesei, Attila et al. | 2012
- 139
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Mining Local Staircase Patterns in Noisy DataLe Van, Thanh / Fierroy, Ana Carolina / Guns, Tias / van Leeuwen, Matthijs / Nijssen, Siegfried / De Raedt, Luc / Marchal, Kathleen et al. | 2012
- 147
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An Approximation of the Integrated Classification Likelihood for the Latent Block ModelLomet, Aurore / Govaert, Gerard / Grandvalet, Yves et al. | 2012
- 154
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Learning Cost-Sensitive Rules for Non-forced ClassificationBakshi, Arjun / Bhatnagar, Raj et al. | 2012
- 162
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A Multi-armed Bandit Approach to Cost-Sensitive Decision Tree LearningLomax, Susan / Vadera, Sunil / Saraee, Mohammed et al. | 2012
- 169
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When Additional Views are Not Free: Active View Completion for Multi-view Semi-Supervised LearningQuanz, Brian / Huan, Jun et al. | 2012
- 179
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Towards Utility Maximization in RegressionRibeiro, Rita P. et al. | 2012
- 187
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A Weighted SOM for Classifying Data with Instance-Varying ImportanceSarlin, Peter et al. | 2012
- 194
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Learning in the Class Imbalance Problem When Costs are Unknown for Errors and RejectsZhang, Xiaowan / Hu, Bao-Gang et al. | 2012
- 202
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Sensor Network Localization for Moving SensorsAgarwal, Arvind / Daume, Hal / Phillips, Jeff M. / Venkatasubramanian, Suresh et al. | 2012
- 210
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Motif Mining in Weighted NetworksChoobdar, Sarvenaz / Ribeiro, Pedro / Silva, Fernando et al. | 2012
- 218
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Comparison of the Efficiency of MapReduce and Bulk Synchronous Parallel Approaches to Large Network ProcessingKajdanowicz, Tomasz / Indyk, Wojciech / Kazienko, Przemyslaw / Kukul, Jakub et al. | 2012
- 226
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Effect of Data Repair on Mining Network StreamsLoh, Ji Meng / Dasu, Tamraparni et al. | 2012
- 234
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EigenSP: A More Accurate Shortest Path Distance Estimation on Large-Scale NetworksMaruhashi, Koji / Shigezumi, Junichi / Yugami, Nobuhiro / Faloutsos, Christos et al. | 2012
- 242
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Uncovering the Spatio-temporal Structure of Social Networks Using Cell Phone RecordsMoyano, Luis G. / Thomae, Oscar R. Moll / Frias-Martinez, Enrique et al. | 2012
- 250
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Canonical Correlation Analysis for Detecting Changes in Network StructureOSullivan, Aidan / Adams, Niall M. / Rezek, Iead et al. | 2012
- 258
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Maximizing Information Spread through Influence Structures in Social NetworksPandit, Saurav / Yang, Yang / Chawla, Nitesh V. et al. | 2012
- 266
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Sampling Online Social Networks Using Coupling from the PastWhite, Kenton / Li, Guichong / Japkowicz, Nathalie et al. | 2012
- 273
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Data Mining in the Age of CurationAbe, Akinori et al. | 2012
- 280
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Rigid or Flexible? A New Navigation Approach for Better Consumer Service Based on Knowledge EnhancementBao, Hongyun / Li, Qiudan / Zeng, Daniel / Gao, Heng et al. | 2012
- 287
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Temporary Staffing Services: A Data Mining PerspectiveDHaen, Jeroen / Van Den Poel, Dirk et al. | 2012
- 293
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Data-Oriented Construction and Maintenance of Clinical Pathway Using Similarity-Based Data Mining MethodsIwata, Haruko / Tsumoto, Shusaku / Hirano, Shoji et al. | 2012
- 301
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Viewers' Side Analysis of Social InterestsMitamura, Takeshi / Yoshida, Kenichi et al. | 2012
- 309
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Streamlining Service Levels for IT Infrastructure SupportPalshikar, Girish Keshav / Mudassar, Mohammed / Vin, Harrick M. / Natu, Maitreya et al. | 2012
- 317
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An Analytics Approach for Proactively Combating Voluntary Attrition of EmployeesSingh, Moninder / Varshney, Kush R. / Wang, Jun / Mojsilovic, Aleksandra / Gill, Alisia R. / Faur, Patricia I. / Ezry, Raphael et al. | 2012
- 324
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Exploration of Dependencies among Sections in a Supermarket Using a Tree-Structured Undirected Graphical ModelTakai, Keiji et al. | 2012
- 332
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Evaluating Fraud Detection Algorithms Using an Auction Data GeneratorTsang, Sidney / Dobbie, Gillian / Koh, Yun Sing et al. | 2012
- 340
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Extracting Information from Sequences of Financial Ratios with Markov for Discrimination: An Application to Bankruptcy PredictionVolkov, Andrey / Van den Poel, Dirk et al. | 2012
- 344
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Exploring Discrimination: A User-centric Evaluation of Discrimination-Aware Data MiningBerendt, Bettina / Preibusch, Soren et al. | 2012
- 352
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A Study on the Impact of Data Anonymization on Anti-discriminationHajian, Sara / Domingo-Ferrer, Josep et al. | 2012
- 360
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Injecting Discrimination and Privacy Awareness Into Pattern DiscoveryHajian, Sara / Monreale, Anna / Pedreschi, Dino / Domingo-Ferrer, Josep / Giannotti, Fosca et al. | 2012
- 370
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Classifying Socially Sensitive Data Without Discrimination: An Analysis of a Crime Suspect DatasetKamiran, Faisal / Karim, Asim / Verwer, Sicco / Goudriaan, Heike et al. | 2012
- 378
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Considerations on Fairness-Aware Data MiningKamishima, Toshihiro / Akaho, Shotaro / Asoh, Hideki / Sakuma, Jun et al. | 2012
- 386
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Discriminatory Decision Policy Aware ClassificationMancuhan, Koray / Clifton, Chris et al. | 2012
- 394
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Discovering Gender Discrimination in Project FundingRomei, Andrea / Ruggieri, Salvatore / Turini, Franco et al. | 2012
- 402
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Parallel Concept Drift Detection with Online Map-ReduceAndrzejak, Artur / Gomes, Joao Bartolo et al. | 2012
- 408
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Using Storm to Perform Dynamic Egocentric Network Motif AnalysisHarrigan, Martin / Cunningham, Padraig / Coyle, Lorcan et al. | 2012
- 416
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Genetic Algorithm Based Feature Selection Algorithm for Effective Intrusion Detection in Cloud NetworksKannan, Anand / Maguire Jr., Gerald Q. / Sharma, Ayush / Schoo, Peter et al. | 2012
- 424
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Scalable Clustering Using PACT Programming ModelKaur, Sharanjit / Khanna, Dhriti / Gupta, Tripti / Bhatnagar, Vasudha et al. | 2012
- 431
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Convex-Concave Hull for Classification with Support Vector MachineLopez-Chau, Asdrubal / Li, Xiaoou / Yu, Wen et al. | 2012
- 439
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Large Scale KNN-Graph ApproximationTrad, Mohamed Riadh / Joly, Alexis / Boujemaa, Nozha et al. | 2012
- 449
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MapReduce-based Closed Frequent Itemset Mining with Efficient Redundancy FilteringWang, Su-Qi / Yang, Yu-Bin / Gao, Yang / Chen, Guang-Peng / Zhang, Yao et al. | 2012
- 454
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OCCAMS -- An Optimal Combinatorial Covering Algorithm for Multi-document SummarizationDavis, Sashka T. / Conroy, John M. / Schlesinger, Judith D. et al. | 2012
- 464
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Rare Events Forecasting Using a Residual-Feedback GMDH Neural NetworkFong, Simon / Nannan, Zhou / Wong, Raymond K. / Yang, Xin-She et al. | 2012
- 474
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Anomalous Neighborhood SelectionHara, Satoshi / Washio, Takashi et al. | 2012
- 481
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Employing the Principal Hessian Direction for Building Hinging Hyperplane ModelsIvanescu, Anca Maria / Albin, Thivaharan / Abel, Dirk / Seidl, Thomas et al. | 2012
- 486
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Overlapping Clustering with Sparseness ConstraintsLu, Haibing / Hong, Yuan / Street, W. Nick / Wang, Fei / Tong, Hanghang et al. | 2012
- 495
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Nonlinear L-1 Support Vector Machines for Learning Using Privileged InformationNiu, Lingfeng / Wu, Jianmin et al. | 2012
- 500
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Regular Multiple Criteria Linear Programming for Semi-supervised ClassificationQi, Zhiquan / Tian, Yingjie / Shi, Yong et al. | 2012
- 506
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Nonlinear Unsupervised Feature Learning: How Local Similarities Lead to Global CodingShaban, Amirreza / Rabiee, Hamid R. / Tahaei, Marzieh S. / Salavati, Erfan et al. | 2012
- 514
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Learning from Multiple Annotators: When Data is Hard and Annotators are UnreliableWolley, Chirine / Quafafou, Mohamed et al. | 2012
- 522
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Robust Kernel Nonnegative Matrix FactorizationXia, Zhichen / Ding, Chris / Chow, Edmond et al. | 2012
- 530
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The Performance of Alternative Exchange Rate Regimes and their Countries' Condition: Matching Analysis and Selection Model BuildingYang, Haizhen / Song, Yunpeng / Guo, Kun et al. | 2012
- 535
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The Transfer Learning Based on Relationships between AttributesZhao, Jinwei / Feng, Boqin / Yan, Guirong / Dong, Longlei et al. | 2012
- 539
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Exploiting Dynamic Privacy in Socially Regularized RecommendersBunea, Ramona / Mokarizadeh, Shahab / Dokoohaki, Nima / Matskin, Mihhail et al. | 2012
- 547
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A Practical System for Privacy-Preserving Collaborative FilteringChow, Richard / Pathak, Manas A. / Wang, Cong et al. | 2012
- 555
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Interactive Grouping of Friends in OSN: Towards Online Context ManagementGao, Bo / Berendt, Bettina / Clarke, Dave / De Wolf, Ralf / Peetz, Thomas / Pierson, Jo / Sayaf, Rula et al. | 2012
- 563
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Measuring Local Topological Anonymity in Social NetworksGulyas, Gabor Gyorgy / Imre, Sandor et al. | 2012
- 571
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Beware of What You Share: Inferring Home Location in Social NetworksPontes, Tatiana / Magno, Gabriel / Vasconcelos, Marisa / Gupta, Aditi / Almeida, Jussara / Kumaraguru, Ponnurangam / Almeida, Virgilio et al. | 2012
- 579
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Thorough Analysis of Log Data with Dependency Rules: Practical Solutions and Theoretical ChallengesHamalainen, Wilhelmiina et al. | 2012
- 587
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Generalized Expansion DimensionHoule, Michael E. / Kashima, Hisashi / Nett, Michael et al. | 2012
- 595
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Enhancing the Analysis of Large Multimedia Applications Execution Traces with FrameMinerKengne, C. Kamdem / Fopa, L.C. / Ibrahim, N. / Termier, A. / Rousset, M.C. / Washio, T. et al. | 2012
- 603
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Logical Itemset MiningKumar, Shailesh / V., Chandrashekar / Jawahar, C.V. et al. | 2012
- 611
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Generating Diverse Realistic Data Sets for Episode MiningZimmermann, Albrecht et al. | 2012
- 619
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The PerfSim Algorithm for Concept Drift Detection in Imbalanced DataAntwi, Daniel K. / Viktor, Herna L. / Japkowicz, Nathalie et al. | 2012
- 629
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Reliable Knowledge Discovery with a Minimal Causal Model InducerDai, Honghua / Keble-Johnston, Sarah / Gan, Min et al. | 2012
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A Weighted Support Vector Data Description Based on Rough Neighborhood ApproximationHu, Yanxing / Liu, James N.K. / Wang, Yuan / Lai, Lucas et al. | 2012
- 643
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Outlier Detection in Logistic Regression: A Quest for Reliable Knowledge from Predictive Modeling and ClassificationNurunnabi, Abdul / West, Geoff et al. | 2012
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Model Selection with Combining Valid and Optimal Prediction IntervalsPevec, Darko / Kononenko, Igor et al. | 2012
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Bootstrap Confidence Intervals in DirectLiNGAMThamvitayakul, Kittitat / Shimizu, Shohei / Ueno, Tsuyoshi / Washio, Takashi / Tashiro, Tatsuya et al. | 2012
- 669
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Adaptation and Use of Subjectivity Lexicons for Domain Dependent Sentiment ClassificationDehkharghani, Rahim / Yanikoglu, Berrin / Tapucu, Dilek / Saygin, Yucel et al. | 2012
- 674
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Learning Domain-Specific Polarity LexiconsDemiroz, Gulsen / Yanikoglu, Berrin / Tapucu, Dilek / Saygin, Yucel et al. | 2012
- 680
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Fine-grained Product Features Extraction and Categorization in Reviews Opinion MiningHuang, Sheng / Liu, Xinlan / Peng, Xueping / Niu, Zhendong et al. | 2012
- 687
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Representing and Resolving Negation for Sentiment AnalysisLapponi, Emanuele / Read, Jonathon / Ovrelid, Lilja et al. | 2012
- 693
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Full spectrum opinion mining: integrating domain, syntactic and lexical knowledgeOlsher, Daniel J. et al. | 2012
- 701
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A Regularized Recommendation Algorithm with Probabilistic Sentiment-RatingsPeleja, Filipa / Dias, Pedro / Magalhaes, Joao et al. | 2012
- 709
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Enriching SenticNet Polarity Scores through Semi-Supervised Fuzzy ClusteringPoria, Soujanya / Gelbukh, Alexander / Cambria, Erik / Das, Dipankar / Bandyopadhyay, Sivaji et al. | 2012
- 717
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Domain Adaptation Using Domain Similarity- and Domain Complexity-Based Instance Selection for Cross-Domain Sentiment AnalysisRemus, Robert et al. | 2012
- 724
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How Much Supervision? Corpus-Based Lexeme Sentiment EstimationWawer, Aleksander / Rogozinska, Dominika et al. | 2012
- 731
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Sentiment Polarity Classification Using Statistical Data Compression ModelsZiegelmayer, Dominique / Schrader, Rainer et al. | 2012
- 739
-
Online Social Behavior in Twitter: A Literature ReviewAarts, Olav / van Maanen, Peter-Paul / Ouboter, Tanneke / Schraagen, Jan Maarten et al. | 2012
- 747
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Twitter Keyword Volume, Current Spending, and Weekday Spending Norms Predict Consumer SpendingStewart, Justin / Strong, Homer / Parker, Jeffery / Bedau, Mark A. et al. | 2012
- 754
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Geosocial Graph-Based Community Detectionvan Gennip, Yves / Hu, Huiyi / Hunter, Blake / Porter, Mason A. et al. | 2012
- 759
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Performance-Optimizing Classification of Time-Series Based on Nearest Neighbor Density ApproximationAndo, Shin et al. | 2012
- 765
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Mining Spatio-temporal Patterns in the Presence of Concept HierarchiesAnh, Le Van Quoc / Gertz, Michael et al. | 2012
- 773
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Approximate Search on Massive Spatiotemporal DatasetsBrugere, Ivan / Steinhaeuser, Karsten / Boriah, Shyam / Kumar, Vipin et al. | 2012
- 781
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Hierarchical Classifier-Regression Ensemble for Multi-phase Non-linear Dynamic System Response Prediction: Application to Climate AnalysisGonzalez, Doel L. / Chen, Zhengzhang / Tetteh, Isaac K. / Pansombut, Tatdow / Semazzi, Fredrick / Kumar, Vipin / Melechko, Anatoli / Samatova, Nagiza F. et al. | 2012
- 789
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Toward Geographic Information Harvesting: Extraction of Spatial Relational Facts from Web DocumentsLoglisci, Corrado / Ienco, Dino / Roche, Mathieu / Teisseire, Maguelonne / Malerba, Donato et al. | 2012
- 797
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Geo-referenced Time-Series Summarization Using k-Full Trees: A Summary of ResultsOliver, Dev / Shekhar, Shashi / Kang, James M. / Laubscher, Renee / Carlan, Veronica / Evans, Michael R. et al. | 2012
- 805
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Spatio-temporal Co-occurrence Pattern Mining in Data Sets with Evolving RegionsPillai, Karthik Ganesan / Angryk, Rafal A. / Banda, Juan M. / Schuh, Michael A. / Wylie, Tim et al. | 2012
- 813
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Comparative Study of Association Rule Mining and MiSTIC in Extracting Spatio-temporal Disease Occurrences PatternsRaheja, Vipul / Rajan, K.S. et al. | 2012
- 821
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Spatial Interestingness Measures for Co-location Pattern MiningSengstock, Christian / Gertz, Michael / Van Canh, Tran et al. | 2012
- 827
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Location Extraction from Social Networks with Commodity Software and Online DataValkanas, George / Gunopulos, Dimitrios et al. | 2012
- 835
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Endless and Scalable Knowledge Table Extraction from Semi-structured WebsitesGu, Yingqin / Ji, Lei / Jiang, Ziheng / He, Jun et al. | 2012
- 843
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Constructing and Exploring Composite Items Using Max-valid BundlesP., Gowtham Srinivas / M., Sreyantha Chary / D., Satheesh Kumar / P., Santhi Thilagam et al. | 2012
- 850
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Learning to Extract Entity Uniqueness from Web for Helping User Decision MakingWang, Wenhan / Liu, Ning / Xie, Yiran et al. | 2012
- 858
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Rule Based Product Name Recognition and DisambiguationGodény, Balazs et al. | 2012
- 861
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An Overview of the CPROD1 Contest on Consumer Product Recognition within User Generated Postings and Normalization against a Large Product CatalogMelli, Gabor / Romming, Christian et al. | 2012
- 865
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An Ensemble-Based Named Entity Recognition Solution for Detecting Consumer ProductsRomaszko, Lukasz et al. | 2012
- 869
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An NER-based Product Identification and Lucene-based Product Linking Approach to CPROD1 Challenge: Description of Submission System to CPROD1 ChallengeToh, Zhiqiang / Wang, Wenting / Lan, Man / Li, Xiaoli et al. | 2012
- 872
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Identification and Disambiguation of Product Mentions with Information Retrieval and Problem Specific MethodsTopchylo, Olexandr et al. | 2012
- 874
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Accurate Product Name Recognition from User Generated ContentWu, Sen / Fang, Zhanpeng / Tang, Jie et al. | 2012
- 878
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OpinioNetIt: A Structured and Faceted Knowledge-base of OpinionsAwadallah, Rawia / Ramanath, Maya / Weikum, Gerhard et al. | 2012
- 882
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Topick: Accurate Topic Distillation for User StreamsDimitrov, Anton / Olteanu, Alexandra / Mcdowell, Luke / Aberer, Karl et al. | 2012
- 886
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A Subspace Clustering Extension for the KNIME Data Mining FrameworkGunnemann, Stephan / Kremer, Hardy / Musiol, Richard / Haag, Roman / Seidl, Thomas et al. | 2012
- 890
-
Mining Temporal Profiles of Mobile Applications for Usage PredictionLiao, Zhung-Xun / Lei, Po-Ruey / Shen, Tsu-Jou / Li, Shou-Chung / Peng, Wen-Chih et al. | 2012
- 894
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Cubix: A Visual Analytics Tool for Conceptual and Semantic DataMelo, Cassio / Mikheev, Alexander / Le-Grand, Benedicte / Aufaure, Marie-Aude et al. | 2012
- 898
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Supporting the Discovery of Relevant Topological Patterns in Attributed GraphsSalotti, Julien / Plantevit, Marc / Robardet, Celine / Boulicaut, Jean-Francois et al. | 2012
- 902
-
AD-MAD: Automated Development and Optimization of Online Advertising CampaignsThomaidou, Stamatina / Leymonis, Konstantinos / Liakopoulos, Kyriakos / Vazirgiannis, Michalis et al. | 2012
- 906
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Rapid Damage eXplorer (RDX): A Probabilistic Framework for Learning Changes from Bitemporal ImagesVatsavai, Ranga Raju et al. | 2012
- 910
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Mining Trajectories for Spatio-temporal AnalyticsXing, Songhua / Liu, Xuan / He, Qing / Hampapur, Arun et al. | 2012
- 914
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Distributed Big Advertiser Data MiningBindra, Ashish / Pokuri, Srinivasulu / Uppala, Krishna / Teredesai, Ankur et al. | 2012
- 915
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Data Mining for Official Statistics: Challenges and OpportunitiesBuelens, Bart / Daas, Piet / van den Brakel, Jan et al. | 2012
- 916
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Tectonic Shifts in Television AdvertisingKitts, Brendan / Au, Dyng / Burdick, Brian et al. | 2012
- 917
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A Data Mining Framework for Monitoring Nuclear FacilitiesVatsavai, Ranga Raju et al. | 2012
- 918
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Effective Text Classification by a Supervised Feature Selection ApproachBasu, Tanmay / Murthy, C.A. et al. | 2012
- 926
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Active Learning Based Rule Extraction for Regressionde Fortuny, Enric Junque / Martens, David et al. | 2012
- 934
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Multislice Modularity Optimization in Community Detection and Image SegmentationHu, Huiyi / van Gennip, Yves / Hunter, Blake / Bertozzi, Andrea L. / Porter, Mason A. et al. | 2012
- 937
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A Sorted Neighborhood Approach to Multidimensional Privacy Preserving BlockingKarakasidis, Alexandros / Verykios, Vassilios S. et al. | 2012
- 945
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Modeling of Collective Synchronous Behavior on Social MediaLiang, Victor C. / Ng, Vincent T.Y. et al. | 2012
- 953
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Selecting Accurate and Comprehensible Regression Algorithms through Meta LearningLoterman, Gert / Mues, Christophe et al. | 2012
- 961
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Towards a Particle Swarm Optimization-Based Regression Rule MinerMinnaert, Bart / Martens, David et al. | 2012
- 964
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Prediction of HLA Genes from SNP Data and HLA Haplotype FrequenciesPaunic, Vanja / Steinbach, Michael / Kumar, Vipin / Maiers, Martin et al. | 2012
- 972
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Author Index| 2012
- 978
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Publisher's Information| 2012
- C4
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Cover Art| 2012
- i
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Title Page i| 2012
- iii
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Title Page iii| 2012
- iv
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Copyright Page| 2012
- l
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Preface to the Workshop on Sentiment Elicitation from Natural Text for Information Retrieval and Extraction -- SENTIRE 2012| 2012
- lii
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Preface to the Workshop on Social Media Analysis and Mining -- SMAM 2012| 2012
- liv
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Preface to the Seventh Workshop on Spatial and Spatio-Temporal Data Mining -- SSTDM 2012| 2012
- lviii
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Preface to the First Workshop on Web Entity Modeling and Applications -- WEMA 2012| 2012
- lx
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Preface to the Workshop on the ICDM 2012 Contest on Consumer PRODuct Mention Recognition and Linking -- CPROD1| 2012
- lxi
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Preface to the Demo Session| 2012
- lxii
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Preface to the Industry and Government Track| 2012
- lxiii
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Preface to the PhD Forum on Data Mining| 2012
- v
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Table of Contents| 2012
- xli
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Preface to the First Workshop on Privacy in Social Data -- PinSoDa 2012| 2012
- xliv
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Preface to the Workshop on Practical Theories for Exploratory Data Mining -- PTDM 2012| 2012
- xlvii
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Preface to the Fourth Workshop on Reliability Issues in Knowledge Discovery -- RIKD 2012| 2012
- xvi
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Message from the Conference General Chairs| 2012
- xviii
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Message from the Workshop Co-Chairs| 2012
- xx
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Preface to the Third Workshop on Biological Data Mining and Its Applications in Healthcare -- BioDM 2012| 2012
- xxiii
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Preface to the First Workshop on Co-clustering and Applications -- CoClus'12| 2012
- xxv
-
Preface to the Workshop on Cost Sensitive Data Mining -- COSTS 2012| 2012
- xxvii
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Preface to the Second International Workshop on Data Mining in Networks -- DaMNet 2012| 2012
- xxx
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Preface to the Third Workshop on Data Mining for Service -- DMS 2012| 2012
- xxxii
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Preface to the International Workshop on Discrimination and Privacy-Aware Data Mining -- DPADM 2012| 2012
- xxxv
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Preface to the Third International Workshop on Knowledge Discovery Using Cloud and Distributed Computing Platforms -- KDCloud 2012| 2012
- xxxviii
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Preface to the Seventh Workshop on Optimization Based Techniques for Emerging Data Mining -- OEDM 2012| 2012