Abstract is missing.
- Coupled Matrix Factorization with Sparse Factors to Identify Potential Biomarkers in MetabolomicsEvrim Acar, Gozde Gurdeniz, Morten A. Rasmussen, Daniela Rago, Lars O. Dragsted, Rasmus Bro. 1-8 [doi]
- Diagnosis of Coronary Artery Disease Using Cost-Sensitive AlgorithmsRoohallah Alizadehsani, Mohammad Javad Hosseini, Zahra Alizadeh Sani, Asma Ghandeharioun, Reihane Boghrati. 9-16 [doi]
- Predicting Hospital Length of Stay (PHLOS): A Multi-tiered Data Mining ApproachAli Azari, Vandana P. Janeja, Alex Mohseni. 17-24 [doi]
- Figure Retrieval in Biomedical LiteratureK. Sai Deepak, Harikrishna G. N. Rai, P. Radha Krishna. 25-32 [doi]
- Cerebral Palsy EEG Signals Classification: Facial Expressions and Thoughts for Driving an Intelligent WheelchairBrígida Mónica Faria, Luís Paulo Reis, Nuno Lau. 33-40 [doi]
- Improved Feature Selection by Incorporating Gene Similarity Into the LASSOChristopher E. Gillies, Xiaoli Gao, Nilesh V. Patel, Mohammad-Reza Siadat, George D. Wilson. 41-48 [doi]
- Evaluation of Feature Ranking Ensembles for High-Dimensional Biomedical Data: A Case StudyLudmila I. Kuncheva, Christopher J. Smith, Yasir Syed, Christopher O. Phillips, Keir E. Lewis. 49-56 [doi]
- Adapting Surgical Models to Individual Hospitals Using Transfer LearningGyemin Lee, Ilan Rubinfeld, Zeeshan Syed. 57-63 [doi]
- Clustering Tandem Repeats via TrinucleotidesYupu Liang, Dina Sokol, Sarah Zelikovitz. 64-71 [doi]
- Using Perspective Wall to Visualize Medical Data in the Intensive Care UnitHela Ltifi, Mounir Ben Ayed, Ghada Trabelsi, Adel M. Alimi. 72-78 [doi]
- Evidence Theory-Based Approach for Epileptic Seizure Detection Using EEG SignalsAbduljalil Mohamed, Khaled Bashir Shaban, Amr Mohamed. 79-85 [doi]
- Discovering Aberrant Patterns of Human Connectome in Alzheimer's Disease via Subgraph MiningJunming Shao, Qinli Yang, Afra M. Wohlschläger, Christian Sorg. 86-93 [doi]
- Discovering Aging-Genes by Topological Features in Drosophila melanogaster Protein-Protein Interaction NetworkXin Song, Yuan-Chun Zhou, Kai-Feng, Yan-Hui Li, Jian-hui Li. 94-98 [doi]
- Mining Medical Data to Develop Clinical Decision Making Tools in HemodialysisJasmine Ion Titapiccolo, Manuela Ferrario, Sergio Cerutti, Maria G. Signorini, Carlo Barbieri, Flavio Mari, Emanuele Gatti. 99-106 [doi]
- TeamFinder: A Co-clustering based Framework for Finding an Effective Team of Experts in Social NetworksFarnoush Farhadi, Elham Hoseini, Sattar Hashemi, Ali Hamzeh. 107-114 [doi]
- A Triclustering Approach for Time Evolving GraphsRomain Guigourès, Marc Boullé, Fabrice Rossi. 115-122 [doi]
- Concept-Based Biclustering for Internet AdvertisementDmitry I. Ignatov, Sergei O. Kuznetsov, Jonas Poelmans. 123-130 [doi]
- Biclustering of High-throughput Gene Expression Data with Bicluster MinerAndrás Király, János Abonyi, Asta Laiho, Attila Gyenesei. 131-138 [doi]
- Mining Local Staircase Patterns in Noisy DataThanh Le Van, Ana Carolina Fierroy, Tias Guns, Matthijs van Leeuwen, Siegfried Nijssen, Luc De Raedt, Kathleen Marchal. 139-146 [doi]
- An Approximation of the Integrated Classification Likelihood for the Latent Block ModelAurore Lomet, Gérard Govaert, Yves Grandvalet. 147-153 [doi]
- Learning Cost-Sensitive Rules for Non-forced ClassificationArjun Bakshi, Raj Bhatnagar. 154-161 [doi]
- A Multi-armed Bandit Approach to Cost-Sensitive Decision Tree LearningSusan Lomax, Sunil Vadera, Mohammed Saraee. 162-168 [doi]
- When Additional Views are Not Free: Active View Completion for Multi-view Semi-Supervised LearningBrian Quanz, Jun Huan. 169-178 [doi]
- Towards Utility Maximization in RegressionRita P. Ribeiro. 179-186 [doi]
- A Weighted SOM for Classifying Data with Instance-Varying ImportancePeter Sarlin. 187-193 [doi]
- Learning in the Class Imbalance Problem When Costs are Unknown for Errors and RejectsXiaowan Zhang, Bao-Gang Hu. 194-201 [doi]
- Sensor Network Localization for Moving SensorsArvind Agarwal, Hal Daumé III, Jeff M. Phillips, Suresh Venkatasubramanian. 202-209 [doi]
- Motif Mining in Weighted NetworksSarvenaz Choobdar, Pedro Manuel Pinto Ribeiro, Fernando M. A. Silva. 210-217 [doi]
- Comparison of the Efficiency of MapReduce and Bulk Synchronous Parallel Approaches to Large Network ProcessingTomasz Kajdanowicz, Wojciech Indyk, Przemyslaw Kazienko, Jakub Kukul. 218-225 [doi]
- Effect of Data Repair on Mining Network StreamsJi Meng Loh, Tamraparni Dasu. 226-233 [doi]
- EigenSP: A More Accurate Shortest Path Distance Estimation on Large-Scale NetworksKoji Maruhashi, Junichi Shigezumi, Nobuhiro Yugami, Christos Faloutsos. 234-241 [doi]
- Uncovering the Spatio-temporal Structure of Social Networks Using Cell Phone RecordsLuis Gregorio Moyano, Oscar R. Moll Thomae, Enrique Frías-Martínez. 242-249 [doi]
- Canonical Correlation Analysis for Detecting Changes in Network StructureAidan O'Sullivan, Niall M. Adams, Iead Rezek. 250-257 [doi]
- Maximizing Information Spread through Influence Structures in Social NetworksSaurav Pandit, Yang Yang, Nitesh V. Chawla. 258-265 [doi]
- Sampling Online Social Networks Using Coupling from the PastKenton White, Guichong Li, Nathalie Japkowicz. 266-272 [doi]
- Data Mining in the Age of CurationAkinori Abe. 273-279 [doi]
- Rigid or Flexible? A New Navigation Approach for Better Consumer Service Based on Knowledge EnhancementHongyun Bao, Qiudan Li, Daniel Zeng, Heng Gao. 280-286 [doi]
- Temporary Staffing Services: A Data Mining PerspectiveJeroen D'Haen, Dirk Van den Poel. 287-292 [doi]
- Data-Oriented Construction and Maintenance of Clinical Pathway Using Similarity-Based Data Mining MethodsHaruko Iwata, Shusaku Tsumoto, Shoji Hirano. 293-300 [doi]
- Viewers' Side Analysis of Social InterestsTakeshi Mitamura, Kenichi Yoshida. 301-308 [doi]
- Streamlining Service Levels for IT Infrastructure SupportGirish Keshav Palshikar, Mohammed Mudassar, Harrick M. Vin, Maitreya Natu. 309-316 [doi]
- An Analytics Approach for Proactively Combating Voluntary Attrition of EmployeesMoninder Singh, Kush R. Varshney, Jun Wang 0006, Aleksandra Mojsilovic, Alisia R. Gill, Patricia I. Faur, Raphael Ezry. 317-323 [doi]
- Exploration of Dependencies among Sections in a Supermarket Using a Tree-Structured Undirected Graphical ModelKeiji Takai. 324-331 [doi]
- Evaluating Fraud Detection Algorithms Using an Auction Data GeneratorSidney Tsang, Gillian Dobbie, Yun Sing Koh. 332-339 [doi]
- Extracting Information from Sequences of Financial Ratios with Markov for Discrimination: An Application to Bankruptcy PredictionAndrey Volkov, Dirk Van den Poel. 340-343 [doi]
- Exploring Discrimination: A User-centric Evaluation of Discrimination-Aware Data MiningBettina Berendt, Sören Preibusch. 344-351 [doi]
- A Study on the Impact of Data Anonymization on Anti-discriminationSara Hajian, Josep Domingo-Ferrer. 352-359 [doi]
- Injecting Discrimination and Privacy Awareness Into Pattern DiscoverySara Hajian, Anna Monreale, Dino Pedreschi, Josep Domingo-Ferrer, Fosca Giannotti. 360-369 [doi]
- Classifying Socially Sensitive Data Without Discrimination: An Analysis of a Crime Suspect DatasetFaisal Kamiran, Asim Karim, Sicco Verwer, Heike Goudriaan. 370-377 [doi]
- Considerations on Fairness-Aware Data MiningToshihiro Kamishima, Shotaro Akaho, Hideki Asoh, Jun Sakuma. 378-385 [doi]
- Discriminatory Decision Policy Aware ClassificationKoray Mancuhan, Chris Clifton. 386-393 [doi]
- Discovering Gender Discrimination in Project FundingAndrea Romei, Salvatore Ruggieri, Franco Turini. 394-401 [doi]
- Parallel Concept Drift Detection with Online Map-ReduceArtur Andrzejak, João Bártolo Gomes. 402-407 [doi]
- Using Storm to Perform Dynamic Egocentric Network Motif AnalysisMartin Harrigan, Padraig Cunningham, Lorcan Coyle. 408-415 [doi]
- Genetic Algorithm Based Feature Selection Algorithm for Effective Intrusion Detection in Cloud NetworksAnand Kannan, Gerald Q. Maguire Jr., Ayush Sharma, Peter Schoo. 416-423 [doi]
- Scalable Clustering Using PACT Programming ModelSharanjit Kaur, Dhriti Khanna, Tripti Gupta, Vasudha Bhatnagar. 424-430 [doi]
- Convex-Concave Hull for Classification with Support Vector MachineAsdrúbal López Chau, Xiaoou Li, Wen Yu. 431-438 [doi]
- Large Scale KNN-Graph ApproximationMohamed Riadh Trad, Alexis Joly, Nozha Boujemaa. 439-448 [doi]
- MapReduce-based Closed Frequent Itemset Mining with Efficient Redundancy FilteringSu-Qi Wang, Yu-Bin Yang, Yang Gao 0001, Guang-Peng Chen, Yao Zhang. 449-453 [doi]
- OCCAMS - An Optimal Combinatorial Covering Algorithm for Multi-document SummarizationSashka T. Davis, John M. Conroy, Judith D. Schlesinger. 454-463 [doi]
- Rare Events Forecasting Using a Residual-Feedback GMDH Neural NetworkSimon Fong, Zhou Nannan, Raymond K. Wong, Xin-She Yang. 464-473 [doi]
- Anomalous Neighborhood SelectionSatoshi Hara, Takashi Washio. 474-480 [doi]
- Employing the Principal Hessian Direction for Building Hinging Hyperplane ModelsAnca Maria Ivanescu, Thivaharan Albin, Dirk Abel, Thomas Seidl. 481-485 [doi]
- Overlapping Clustering with Sparseness ConstraintsHaibing Lu, Yuan Hong, W. Nick Street, Fei Wang, Hanghang Tong. 486-494 [doi]
- Nonlinear L-1 Support Vector Machines for Learning Using Privileged InformationLingfeng Niu, Jianmin Wu. 495-499 [doi]
- Regular Multiple Criteria Linear Programming for Semi-supervised ClassificationZhiquan Qi, Yingjie Tian, Yong Shi. 500-505 [doi]
- Nonlinear Unsupervised Feature Learning: How Local Similarities Lead to Global CodingAmirreza Shaban, Hamid R. Rabiee, Marzieh S. Tahaei, Erfan Salavati. 506-513 [doi]
- Learning from Multiple Annotators: When Data is Hard and Annotators are UnreliableChirine Wolley, Mohamed Quafafou. 514-521 [doi]
- Robust Kernel Nonnegative Matrix FactorizationZhichen Xia, Chris H. Q. Ding, Edmond Chow. 522-529 [doi]
- The Performance of Alternative Exchange Rate Regimes and their Countries' Condition: Matching Analysis and Selection Model BuildingHaizhen Yang, Yunpeng Song, Kun Guo. 530-534 [doi]
- The Transfer Learning Based on Relationships between AttributesJinwei Zhao, Boqin Feng, Guirong Yan, Longlei Dong. 535-538 [doi]
- Exploiting Dynamic Privacy in Socially Regularized RecommendersRamona Bunea, Shahab Mokarizadeh, Nima Dokoohaki, Mihhail Matskin. 539-546 [doi]
- A Practical System for Privacy-Preserving Collaborative FilteringRichard Chow, Manas A. Pathak, Cong Wang. 547-554 [doi]
- Interactive Grouping of Friends in OSN: Towards Online Context ManagementBo Gao, Bettina Berendt, Dave Clarke, Ralf De Wolf, Thomas Peetz, Jo Pierson, Rula Sayaf. 555-562 [doi]
- Measuring Local Topological Anonymity in Social NetworksGábor György Gulyás, Sándor Imre. 563-570 [doi]
- Beware of What You Share: Inferring Home Location in Social NetworksTatiana Pontes, Gabriel Magno, Marisa A. Vasconcelos, Aditi Gupta 0003, Jussara M. Almeida, Ponnurangam Kumaraguru, Virgilio Almeida. 571-578 [doi]
- Thorough Analysis of Log Data with Dependency Rules: Practical Solutions and Theoretical ChallengesWilhelmiina Hamalainen. 579-586 [doi]
- Generalized Expansion DimensionMichael E. Houle, Hisashi Kashima, Michael Nett. 587-594 [doi]
- Enhancing the Analysis of Large Multimedia Applications Execution Traces with FrameMinerChristiane Kamdem Kengne, Leon Constantin Fopa, Noha Ibrahim, Alexandre Termier, Marie-Christine Rousset, Takashi Washio. 595-602 [doi]
- Logical Itemset MiningShailesh Kumar, Chandrashekar V., C. V. Jawahar. 603-610 [doi]
- Generating Diverse Realistic Data Sets for Episode MiningAlbrecht Zimmermann. 611-618 [doi]
- The PerfSim Algorithm for Concept Drift Detection in Imbalanced DataDaniel K. Antwi, Herna L. Viktor, Nathalie Japkowicz. 619-628 [doi]
- Reliable Knowledge Discovery with a Minimal Causal Model InducerHonghua Dai, Sarah Keble-Johnston, Min Gan. 629-634 [doi]
- A Weighted Support Vector Data Description Based on Rough Neighborhood ApproximationYan-Xing Hu, James N. K. Liu, Yuan Wang, Lucas K. C. Lai. 635-642 [doi]
- Outlier Detection in Logistic Regression: A Quest for Reliable Knowledge from Predictive Modeling and ClassificationAbdul Nurunnabi, Geoff West. 643-652 [doi]
- Model Selection with Combining Valid and Optimal Prediction IntervalsDarko Pevec, Igor Kononenko. 653-658 [doi]
- Bootstrap Confidence Intervals in DirectLiNGAMKittitat Thamvitayakul, Shohei Shimizu, Tsuyoshi Ueno, Takashi Washio, Tatsuya Tashiro. 659-668 [doi]
- Adaptation and Use of Subjectivity Lexicons for Domain Dependent Sentiment ClassificationRahim Dehkharghani, Berrin A. Yanikoglu, Dilek Tapucu, Yücel Saygin. 669-673 [doi]
- Learning Domain-Specific Polarity LexiconsGülsen Demiröz, Berrin A. Yanikoglu, Dilek Tapucu, Yücel Saygin. 674-679 [doi]
- Fine-grained Product Features Extraction and Categorization in Reviews Opinion MiningSheng Huang, Xinlan Liu, Xueping Peng, Zhendong Niu. 680-686 [doi]
- Representing and Resolving Negation for Sentiment AnalysisEmanuele Lapponi, Jonathon Read, Lilja Øvrelid. 687-692 [doi]
- Full spectrum opinion mining: integrating domain, syntactic and lexical knowledgeDaniel Olsher. 693-700 [doi]
- A Regularized Recommendation Algorithm with Probabilistic Sentiment-RatingsFilipa Peleja, Pedro Dias, João Magalhães. 701-708 [doi]
- Enriching SenticNet Polarity Scores through Semi-Supervised Fuzzy ClusteringSoujanya Poria, Alexander F. Gelbukh, Erik Cambria, Dipankar Das, Sivaji Bandyopadhyay. 709-716 [doi]
- Domain Adaptation Using Domain Similarity- and Domain Complexity-Based Instance Selection for Cross-Domain Sentiment AnalysisRobert Remus. 717-723 [doi]
- How Much Supervision? Corpus-Based Lexeme Sentiment EstimationAleksander Wawer, Dominika Rogozinska. 724-730 [doi]
- Sentiment Polarity Classification Using Statistical Data Compression ModelsDominique Ziegelmayer, Rainer Schrader. 731-738 [doi]
- Online Social Behavior in Twitter: A Literature ReviewOlav Aarts, Peter-Paul van Maanen, Tanneke Ouboter, Jan Maarten Schraagen. 739-746 [doi]
- Twitter Keyword Volume, Current Spending, and Weekday Spending Norms Predict Consumer SpendingJustin Stewart, Homer Strong, Jeffery Parker, Mark A. Bedau. 747-753 [doi]
- Geosocial Graph-Based Community DetectionYves van Gennip, Huiyi Hu, Blake Hunter, Mason A. Porter. 754-758 [doi]
- Performance-Optimizing Classification of Time-Series Based on Nearest Neighbor Density ApproximationShin Ando. 759-764 [doi]
- Mining Spatio-temporal Patterns in the Presence of Concept HierarchiesLe Van Quoc Anh, Michael Gertz. 765-772 [doi]
- Approximate Search on Massive Spatiotemporal DatasetsIvan Brugere, Karsten Steinhaeuser, Shyam Boriah, Vipin Kumar. 773-780 [doi]
- Hierarchical Classifier-Regression Ensemble for Multi-phase Non-linear Dynamic System Response Prediction: Application to Climate AnalysisDoel L. Gonzalez, Zhengzhang Chen, Isaac K. Tetteh, Tatdow Pansombut, Fredrick H. M. Semazzi, Vipin Kumar, Anatoli V. Melechko, Nagiza F. Samatova. 781-788 [doi]
- Toward Geographic Information Harvesting: Extraction of Spatial Relational Facts from Web DocumentsCorrado Loglisci, Dino Ienco, Mathieu Roche, Maguelonne Teisseire, Donato Malerba. 789-796 [doi]
- Geo-referenced Time-Series Summarization Using k-Full Trees: A Summary of ResultsDev Oliver, Shashi Shekhar, James M. Kang, Renee Laubscher, Veronica Carlan, Michael R. Evans. 797-804 [doi]
- Spatio-temporal Co-occurrence Pattern Mining in Data Sets with Evolving RegionsKarthik Ganesan Pillai, Rafal A. Angryk, Juan M. Banda, Michael A. Schuh, Tim Wylie. 805-812 [doi]
- Comparative Study of Association Rule Mining and MiSTIC in Extracting Spatio-temporal Disease Occurrences PatternsVipul Raheja, K. S. Rajan. 813-820 [doi]
- Spatial Interestingness Measures for Co-location Pattern MiningChristian Sengstock, Michael Gertz, Tran Van Canh. 821-826 [doi]
- Location Extraction from Social Networks with Commodity Software and Online DataGeorge Valkanas, Dimitrios Gunopulos. 827-834 [doi]
- Endless and Scalable Knowledge Table Extraction from Semi-structured WebsitesYingqin Gu, Lei Ji, Ziheng Jiang, Jun He. 835-842 [doi]
- Constructing and Exploring Composite Items Using Max-valid BundlesP. Gowtham Srinivas, M. Sreyantha Chary, D. Satheesh Kumar, P. Santhi Thilagam. 843-849 [doi]
- Learning to Extract Entity Uniqueness from Web for Helping User Decision MakingWenhan Wang, Ning Liu, Yiran Xie. 850-857 [doi]
- Rule Based Product Name Recognition and DisambiguationBalazs Godény. 858-860 [doi]
- An Overview of the CPROD1 Contest on Consumer Product Recognition within User Generated Postings and Normalization against a Large Product CatalogGabor Melli, Christian Romming. 861-864 [doi]
- An Ensemble-Based Named Entity Recognition Solution for Detecting Consumer ProductsLukasz Romaszko. 865-868 [doi]
- An NER-based Product Identification and Lucene-based Product Linking Approach to CPROD1 Challenge: Description of Submission System to CPROD1 ChallengeZhiqiang Toh, Wenting Wang, Man Lan, Xiaoli Li. 869-871 [doi]
- Identification and Disambiguation of Product Mentions with Information Retrieval and Problem Specific MethodsOlexandr Topchylo. 872-873 [doi]
- Accurate Product Name Recognition from User Generated ContentSen Wu, Zhanpeng Fang, Jie Tang. 874-877 [doi]
- OpinioNetIt: A Structured and Faceted Knowledge-base of OpinionsRawia Awadallah, Maya Ramanath, Gerhard Weikum. 878-881 [doi]
- Topick: Accurate Topic Distillation for User StreamsAnton Dimitrov, Alexandra Olteanu, Luke McDowell, Karl Aberer. 882-885 [doi]
- A Subspace Clustering Extension for the KNIME Data Mining FrameworkStephan Günnemann, Hardy Kremer, Richard Musiol, Roman Haag, Thomas Seidl. 886-889 [doi]
- Mining Temporal Profiles of Mobile Applications for Usage PredictionZhung-Xun Liao, Po-Ruey Lei, Tsu-Jou Shen, Shou-Chung Li, Wen-Chih Peng. 890-893 [doi]
- Cubix: A Visual Analytics Tool for Conceptual and Semantic DataCássio A. Melo, Alexander Mikheev, Bénédicte Le Grand, Marie-Aude Aufaure. 894-897 [doi]
- Supporting the Discovery of Relevant Topological Patterns in Attributed GraphsJulien Salotti, Marc Plantevit, Céline Robardet, Jean-François Boulicaut. 898-901 [doi]
- AD-MAD: Automated Development and Optimization of Online Advertising CampaignsStamatina Thomaidou, Konstantinos Leymonis, Kyriakos Liakopoulos, Michalis Vazirgiannis. 902-905 [doi]
- Rapid Damage eXplorer (RDX): A Probabilistic Framework for Learning Changes from Bitemporal ImagesRanga Raju Vatsavai. 906-909 [doi]
- Mining Trajectories for Spatio-temporal AnalyticsSonghua Xing, Xuan Liu, Qing He, Arun Hampapur. 910-913 [doi]
- Distributed Big Advertiser Data MiningAshish Bindra, Srinivasulu Pokuri, Krishna Uppala, Ankur Teredesai. 914 [doi]
- Data Mining for Official Statistics: Challenges and OpportunitiesBart Buelens, Piet Daas, Jan A. van den Brakel. 915 [doi]
- Tectonic Shifts in Television AdvertisingBrendan Kitts, Dyng Au, Brian Burdick. 916 [doi]
- A Data Mining Framework for Monitoring Nuclear FacilitiesRanga Raju Vatsavai. 917 [doi]
- Effective Text Classification by a Supervised Feature Selection ApproachTanmay Basu, C. A. Murthy. 918-925 [doi]
- Active Learning Based Rule Extraction for RegressionEnric Junqué de Fortuny, David Martens. 926-933 [doi]
- Multislice Modularity Optimization in Community Detection and Image SegmentationHuiyi Hu, Yves van Gennip, Blake Hunter, Andrea L. Bertozzi, Mason A. Porter. 934-936 [doi]
- A Sorted Neighborhood Approach to Multidimensional Privacy Preserving BlockingAlexandros Karakasidis, Vassilios S. Verykios. 937-944 [doi]
- Modeling of Collective Synchronous Behavior on Social MediaVictor C. Liang, Vincent T. Y. Ng. 945-952 [doi]
- Selecting Accurate and Comprehensible Regression Algorithms through Meta LearningGert Loterman, Christophe Mues. 953-960 [doi]
- Towards a Particle Swarm Optimization-Based Regression Rule MinerBart Minnaert, David Martens. 961-963 [doi]
- Prediction of HLA Genes from SNP Data and HLA Haplotype FrequenciesVanja Paunic, Michael Steinbach, Vipin Kumar, Martin Maiers. 964-971 [doi]