Abstract is missing.
- Internet advertising and optimal auction designBenjamin Edelman, Michael Schwarz. 1 [doi]
- Large scale data analysis and modelling in online services and advertisingThore Graepel, Ralf Herbrich. 2 [doi]
- Regularization paths and coordinate descentTrevor Hastie, Jerome Friedman, Robert Tibshirani. 3 [doi]
- The future of image searchJitendra Malik. 4 [doi]
- Genesis of postal address reading, current state and future prospects: thirty years of pattern recognition on duty of postal servicesUdo Miletzki. 5-6 [doi]
- Influence and correlation in social networksAris Anagnostopoulos, Ravi Kumar, Mohammad Mahdian. 7-15 [doi]
- Efficient semi-streaming algorithms for local triangle counting in massive graphsLuca Becchetti, Paolo Boldi, Carlos Castillo, Aristides Gionis. 16-24 [doi]
- Structured entity identification and document categorization: two tasks with one joint modelIndrajit Bhattacharya, Shantanu Godbole, Sachindra Joshi. 25-33 [doi]
- Mining adaptively frequent closed unlabeled rooted trees in data streamsAlbert Bifet, Ricard Gavaldà. 34-42 [doi]
- Effective label acquisition for collective classificationMustafa Bilgic, Lise Getoor. 43-51 [doi]
- Topical query decompositionFrancesco Bonchi, Carlos Castillo, Debora Donato, Aristides Gionis. 52-60 [doi]
- Unsupervised feature selection for principal components analysisChristos Boutsidis, Michael W. Mahoney, Petros Drineas. 61-69 [doi]
- The cost of privacy: destruction of data-mining utility in anonymized data publishingJustin Brickell, Vitaly Shmatikov. 70-78 [doi]
- Generating succinct titles for web URLsDeepayan Chakrabarti, Ravi Kumar, Kunal Punera. 79-87 [doi]
- Structured learning for non-smooth ranking lossesSoumen Chakrabarti, Rajiv Khanna, Uma Sawant, Chiru Bhattacharyya. 88-96 [doi]
- Partitioned logistic regression for spam filteringMing-Wei Chang, Wen-tau Yih, Christopher Meek. 97-105 [doi]
- Learning subspace kernels for classificationJianhui Chen, Shuiwang Ji, Betul Ceran, Qi Li, Mingrui Wu, Jieping Ye. 106-114 [doi]
- Combinational collaborative filtering for personalized community recommendationWenYen Chen, Dong Zhang, Edward Y. Chang. 115-123 [doi]
- FAST: a roc-based feature selection metric for small samples and imbalanced data classification problemsXue-wen Chen, Michael Wasikowski. 124-132 [doi]
- Semi-supervised learning with data calibration for long-term time series forecastingHaibin Cheng, Pang-Ning Tan. 133-141 [doi]
- Reconstructing chemical reaction networks: data mining meets system identificationYong Ju Cho, Naren Ramakrishnan, Yang Cao. 142-150 [doi]
- Automatic record linkage using seeded nearest neighbour and support vector machine classificationPeter Christen. 151-159 [doi]
- Feedback effects between similarity and social influence in online communitiesDavid J. Crandall, Dan Cosley, Daniel P. Huttenlocher, Jon M. Kleinberg, Siddharth Suri. 160-168 [doi]
- Anomaly pattern detection in categorical datasetsKaustav Das, Jeff G. Schneider, Daniel B. Neill. 169-176 [doi]
- Bypass rates: reducing query abandonment using negative inferencesAtish Das Sarma, Sreenivas Gollapudi, Samuel Ieong. 177-185 [doi]
- De-duping URLs via rewrite rulesAnirban Dasgupta, Ravi Kumar, Amit Sasturkar. 186-194 [doi]
- Structured metric learning for high dimensional problemsJason V. Davis, Inderjit S. Dhillon. 195-203 [doi]
- Constraint programming for itemset miningLuc De Raedt, Tias Guns, Siegfried Nijssen. 204-212 [doi]
- Learning classifiers from only positive and unlabeled dataCharles Elkan, Keith Noto. 213-220 [doi]
- Locality sensitive hash functions based on concomitant rank order statisticsKave Eshghi, Shyamsundar Rajaram. 221-229 [doi]
- Direct mining of discriminative and essential frequent patterns via model-based search treeWei Fan, Kun Zhang, Hong Cheng, Jing Gao, Xifeng Yan, Jiawei Han, Philip S. Yu, Olivier Verscheure. 230-238 [doi]
- Scaling up text classification for large file systemsGeorge Forman, Shyamsundar Rajaram. 239-246 [doi]
- SPIRAL: efficient and exact model identification for hidden Markov modelsYasuhiro Fujiwara, Yasushi Sakurai, Masashi Yamamuro. 247-255 [doi]
- Using ghost edges for classification in sparsely labeled networksBrian Gallagher, Hanghang Tong, Tina Eliassi-Rad, Christos Faloutsos. 256-264 [doi]
- Composition attacks and auxiliary information in data privacySrivatsava Ranjit Ganta, Shiva Prasad Kasiviswanathan, Adam Smith. 265-273 [doi]
- Entity categorization over large document collectionsVenkatesh Ganti, Arnd Christian König, Rares Vernica. 274-282 [doi]
- Knowledge transfer via multiple model local structure mappingJing Gao, Wei Fan, Jing Jiang, Jiawei Han. 283-291 [doi]
- Banded structure in binary matricesGemma C. Garriga, Esa Junttila, Heikki Mannila. 292-300 [doi]
- Quantitative evaluation of approximate frequent pattern mining algorithmsRohit Gupta, Gang Fang, Blayne Field, Michael Steinbach, Vipin Kumar. 301-309 [doi]
- Unsupervised deduplication using cross-field dependenciesRobert Hall, Charles A. Sutton, Andrew McCallum. 310-317 [doi]
- Permu-pattern: discovery of mutable permutation patterns with proximity constraintMeng Hu, Jiong Yang, Wei Su. 318-326 [doi]
- Simultaneous tensor subspace selection and clustering: the equivalence of high order svd and k-means clusteringHeng Huang, Chris H. Q. Ding, Dijun Luo, Tao Li. 327-335 [doi]
- Bridging centrality: graph mining from element level to group levelWoochang Hwang, Taehyong Kim, Murali Ramanathan, Aidong Zhang. 336-344 [doi]
- Interpretable nonnegative matrix decompositionsSaara Hyvönen, Pauli Miettinen, Evimaria Terzi. 345-353 [doi]
- Fast logistic regression for text categorization with variable-length n-gramsGeorgiana Ifrim, Gökhan H. Bakir, Gerhard Weikum. 354-362 [doi]
- Probabilistic latent semantic visualization: topic model for visualizing documentsTomoharu Iwata, Takeshi Yamada, Naonori Ueda. 363-371 [doi]
- Automatic identification of quasi-experimental designs for discovering causal knowledgeDavid D. Jensen, Andrew S. Fast, Brian J. Taylor, Marc E. Maier. 372-380 [doi]
- Extracting shared subspace for multi-label classificationShuiwang Ji, Lei Tang, Shipeng Yu, Jieping Ye. 381-389 [doi]
- Mining preferences from superior and inferior examplesBin Jiang, Jian Pei, Xuemin Lin, David W. Cheung, Jiawei Han. 390-398 [doi]
- Effective and efficient itemset pattern summarization: regression-based approachesRuoming Jin, Muad Abu-Ata, Yang Xiang, Ning Ruan. 399-407 [doi]
- A sequential dual method for large scale multi-class linear svmsS. Sathiya Keerthi, S. Sundararajan, Kai-Wei Chang, Cho-Jui Hsieh, Chih-Jen Lin. 408-416 [doi]
- Constructing comprehensive summaries of large event sequencesJerry Kiernan, Evimaria Terzi. 417-425 [doi]
- Factorization meets the neighborhood: a multifaceted collaborative filtering modelYehuda Koren. 426-434 [doi]
- The structure of information pathways in a social communication networkGueorgi Kossinets, Jon M. Kleinberg, Duncan J. Watts. 435-443 [doi]
- Angle-based outlier detection in high-dimensional dataHans-Peter Kriegel, Matthias Schubert, Arthur Zimek. 444-452 [doi]
- Stream prediction using a generative model based on frequent episodes in event sequencesSrivatsan Laxman, Vikram Tankasali, Ryen W. White. 453-461 [doi]
- Microscopic evolution of social networksJure Leskovec, Lars Backstrom, Ravi Kumar, Andrew Tomkins. 462-470 [doi]
- Cut-and-stitch: efficient parallel learning of linear dynamical systems on smpsLei Li, Wenjie Fu, Fan Guo, Todd C. Mowry, Christos Faloutsos. 471-479 [doi]
- Active learning with direct query constructionCharles X. Ling, Jun Du. 480-487 [doi]
- Spectral domain-transfer learningXiao Ling, Wenyuan Dai, Gui-Rong Xue, Qiang Yang, Yong Yu. 488-496 [doi]
- Mining multi-faceted overviews of arbitrary topics in a text collectionXu Ling, Qiaozhu Mei, ChengXiang Zhai, Bruce R. Schatz. 497-505 [doi]
- Multi-class cost-sensitive boosting with p-norm loss functionsAurelie C. Lozano, Naoki Abe. 506-514 [doi]
- On updates that constrain the features connections during learningOmid Madani, Jian Huang 0002. 515-523 [doi]
- Weighted graphs and disconnected components: patterns and a generatorMary McGlohon, Leman Akoglu, Christos Faloutsos. 524-532 [doi]
- Finding non-redundant, statistically significant regions in high dimensional data: a novel approach to projected and subspace clusteringGabriela Moise, Jörg Sander. 533-541 [doi]
- Joint latent topic models for text and citationsRamesh Nallapati, Amr Ahmed, Eric P. Xing, William W. Cohen. 542-550 [doi]
- Classification with partial labelsNam Nguyen, Rich Caruana. 551-559 [doi]
- Discrimination-aware data miningDino Pedreschi, Salvatore Ruggieri, Franco Turini. 560-568 [doi]
- Fast collapsed gibbs sampling for latent dirichlet allocationIan Porteous, David Newman, Alexander T. Ihler, Arthur Asuncion, Padhraic Smyth, Max Welling. 569-577 [doi]
- Partial least squares regression for graph miningHiroto Saigo, Nicole Krämer, Koji Tsuda. 578-586 [doi]
- Knowledge discovery of semantic relationships between words using nonparametric bayesian graph modelIssei Sato, Minoru Yoshida, Hiroshi Nakagawa. 587-595 [doi]
- Mobile call graphs: beyond power-law and lognormal distributionsMukund Seshadri, Sridhar Machiraju, Ashwin Sridharan, Jean Bolot, Christos Faloutsos, Jure Leskovec. 596-604 [doi]
- Efficient ticket routing by resolution sequence miningQihong Shao, Yi Chen, Shu Tao, Xifeng Yan, Nikos Anerousis. 605-613 [doi]
- Get another label? improving data quality and data mining using multiple, noisy labelersVictor S. Sheng, Foster Provost, Panagiotis G. Ipeirotis. 614-622 [doi]
- ::::i::::SAX: indexing and mining terabyte sized time seriesJin Shieh, Eamonn J. Keogh. 623-631 [doi]
- Efficient computation of personal aggregate queries on blogsKa Cheung Sia, Junghoo Cho, Yun Chi, Belle L. Tseng. 632-640 [doi]
- Semi-supervised approach to rapid and reliable labeling of large data setsGyörgy J. Simon, Vipin Kumar, Zhi-Li Zhang. 641-649 [doi]
- Relational learning via collective matrix factorizationAjit Paul Singh, Geoffrey J. Gordon. 650-658 [doi]
- A bayesian mixture model with linear regression mixing proportionsXiuyao Song, Chris Jermaine, Sanjay Ranka, John Gums. 659-667 [doi]
- Hypergraph spectral learning for multi-label classificationLiang Sun, Shuiwang Ji, Jieping Ye. 668-676 [doi]
- Community evolution in dynamic multi-mode networksLei Tang, Huan Liu, Jianping Zhang, Zohreh Nazeri. 677-685 [doi]
- Colibri: fast mining of large static and dynamic graphsHanghang Tong, Spiros Papadimitriou, Jimeng Sun, Philip S. Yu, Christos Faloutsos. 686-694 [doi]
- Can complex network metrics predict the behavior of NBA teams?Pedro O. S. Vaz de Melo, Virgílio A. F. Almeida, Antonio Alfredo Ferreira Loureiro. 695-703 [doi]
- Model-based document clustering with a collapsed gibbs samplerDaniel David Walker, Eric K. Ringger. 704-712 [doi]
- Building semantic kernels for text classification using wikipediaPu Wang, Carlotta Domeniconi. 713-721 [doi]
- A unified approach for schema matching, coreference and canonicalizationMichael L. Wick, Khashayar Rohanimanesh, Karl Schultz, Andrew McCallum. 722-730 [doi]
- Information extraction from Wikipedia: moving down the long tailFei Wu, Raphael Hoffmann, Daniel S. Weld. 731-739 [doi]
- SAIL: summation-based incremental learning for information-theoretic clusteringJunjie Wu, Hui Xiong, Jian Chen. 740-748 [doi]
- Asymmetric support vector machines: low false-positive learning under the user toleranceShan-Hung Wu, Keng-Pei Lin, Chung-Min Chen, Ming-Syan Chen. 749-757 [doi]
- Succinct summarization of transactional databases: an overlapped hyperrectangle schemeYang Xiang, Ruoming Jin, David Fuhry, Feodor F. Dragan. 758-766 [doi]
- Anonymizing transaction databases for publicationYabo Xu, Ke Wang, Ada Wai-Chee Fu, Philip S. Yu. 767-775 [doi]
- Local peculiarity factor and its application in outlier detectionJian Yang, Ning Zhong, Yiyu Yao, Jue Wang. 776-784 [doi]
- A family of dissimilarity measures between nodes generalizing both the shortest-path and the commute-time distancesLuh Yen, Marco Saerens, Amin Mantrach, Masashi Shimbo. 785-793 [doi]
- Training structural svms with kernels using sampled cutsChun-Nam John Yu, Thorsten Joachims. 794-802 [doi]
- Stable feature selection via dense feature groupsLei Yu, Chris H. Q. Ding, Steven Loscalzo. 803-811 [doi]
- Categorizing and mining concept drifting data streamsPeng Zhang, Xingquan Zhu, Yong Shi. 812-820 [doi]
- Fastanova: an efficient algorithm for genome-wide association studyXiang Zhang, Fei Zou, Wei Wang 0010. 821-829 [doi]
- Cuts3vm: a fast semi-supervised svm algorithmBin Zhao, Fei Wang, Changshui Zhang. 830-838 [doi]
- Identifying biologically relevant genes via multiple heterogeneous data sourcesZheng Zhao, Jiangxin Wang, Huan Liu, Jieping Ye, Yung Chang. 839-847 [doi]
- Volatile correlation computation: a checkpoint viewWenjun Zhou, Hui Xiong. 848-856 [doi]
- Land cover change detection: a case studyShyam Boriah, Vipin Kumar, Michael Steinbach, Christopher Potter, Steven A. Klooster. 857-865 [doi]
- Identifying authoritative actors in question-answering forums: the case of Yahoo! answersMohamed Bouguessa, Benoît Dumoulin, Shengrui Wang. 866-874 [doi]
- Context-aware query suggestion by mining click-through and session dataHuanhuan Cao, Daxin Jiang, Jian Pei, Qi He, Zhen Liao, Enhong Chen, Hang Li. 875-883 [doi]
- The persuasive phase of visualizationChristine H. Chih, Douglass S. Parker. 884-892 [doi]
- Detecting privacy leaks using corpus-based association rulesRichard Chow, Philippe Golle, Jessica Staddon. 893-901 [doi]
- Learning methods for lung tumor markerless gating in image-guided radiotherapyYing Cui, Jennifer G. Dy, Gregory C. Sharp, Brian M. Alexander, Steve B. Jiang. 902-910 [doi]
- Text classification, business intelligence, and interactivity: automating C-Sat analysis for services industryShantanu Godbole, Shourya Roy. 911-919 [doi]
- Data mining using high performance data clouds: experimental studies using sector and sphereRobert L. Grossman, Yunhong Gu. 920-927 [doi]
- Automated cyclone discovery and tracking using knowledge sharing in multiple heterogeneous satellite dataShen-Shyang Ho, Ashit Talukder. 928-936 [doi]
- Spotting out emerging artists using geo-aware analysis of P2P query stringsNoam Koenigstein, Yuval Shavitt, Tomer Tankel. 937-945 [doi]
- Customer targeting models using actively-selected web contentPrem Melville, Saharon Rosset, Richard D. Lawrence. 946-953 [doi]
- Anticipating annotations and emerging trends in biomedical literatureFabian Mörchen, Mathäus Dejori, Dmitriy Fradkin, Julien Etienne, Bernd Wachmann, Markus Bundschus. 954-962 [doi]
- Temporal pattern discovery for trends and transient effects: its application to patient recordsG. Niklas Norén, Andrew Bate, Johan Hopstadius, Kristina Star, I. Ralph Edwards. 963-971 [doi]
- Scalable and near real-time burst detection from eCommerce queriesNish Parikh, Neel Sundaresan. 972-980 [doi]
- Identifying domain expertise of developers from source codeRenuka Sindhgatta. 981-989 [doi]
- ArnetMiner: extraction and mining of academic social networksJie Tang, Jing Zhang, Limin Yao, Juanzi Li, Li Zhang, Zhong Su. 990-998 [doi]
- Tagmark: reliable estimations of RFID tags for business processesLeonardo Weiss Ferreira Chaves, Erik Buchmann, Klemens Böhm. 999-1007 [doi]
- Experimental comparison of scalable online ad servingGang Wu, Brendan Kitts. 1008-1015 [doi]
- A visual-analytic toolkit for dynamic interaction graphsXintian Yang, Sitaram Asur, Srinivasan Parthasarathy, Sameep Mehta. 1016-1024 [doi]
- Heterogeneous data fusion for alzheimer s disease studyJieping Ye, Kewei Chen, Teresa Wu, Jing Li, Zheng Zhao, Rinkal Patel, Min Bae, Ravi Janardan, Huan Liu, Gene Alexander, Eric Reiman. 1025-1033 [doi]
- Privacy-preserving cox regression for survival analysisShipeng Yu, Glenn Fung, Rómer Rosales, Sriram Krishnan, R. Bharat Rao, Cary Dehing-Oberije, Philippe Lambin. 1034-1042 [doi]
- Using predictive analysis to improve invoice-to-cash collectionSai Zeng, Prem Melville, Christian A. Lang, Ioana M. Boier-Martin, Conrad Murphy. 1043-1050 [doi]
- Learning from multi-topic web documents for contextual advertisementYi Zhang, Arun C. Surendran, John C. Platt, Mukund Narasimhan. 1051-1059 [doi]
- Social networks: looking aheadRavi Kumar, Alexander Tuzhilin, Christos Faloutsos, David Jensen, Gueorgi Kossinets, Jure Leskovec, Andrew Tomkins. 1060 [doi]
- An inductive database prototype based on virtual mining viewsHendrik Blockeel, Toon Calders, Élisa Fromont, Bart Goethals, Adriana Prado, Céline Robardet. 1061-1064 [doi]
- Febrl -: an open source data cleaning, deduplication and record linkage system with a graphical user interfacePeter Christen. 1065-1068 [doi]
- Using ::::tagflake:::: for condensing navigable tag hierarchies from tag cloudsLuigi Di Caro, K. Selçuk Candan, Maria Luisa Sapino. 1069-1072 [doi]
- An integrated system for automatic customer satisfaction analysis in the services industryShantanu Godbole, Shourya Roy. 1073-1076 [doi]
- DiMaC: a disguised missing data cleaning toolMing Hua, Jian Pei. 1077-1080 [doi]
- Pattern-Miner: integrated management and mining over data mining modelsEvangelos E. Kotsifakos, Irene Ntoutsi, Yannis Vrahoritis, Yannis Theodoridis. 1081-1084 [doi]
- ::::CRO::::: a system for online review structurizationHongyan Liu, Hui Yang, Wenbo Li, Wei Wei, Jun He, Xiaoyong Du. 1085-1088 [doi]
- Morpheus: interactive exploration of subspace clusteringEmmanuel Müller, Ira Assent, Ralph Krieger, Timm Jansen, Thomas Seidl. 1089-1092 [doi]
- A software system for buzz-based recommendationsHill Nguyen, Nish Parikh, Neel Sundaresan. 1093-1096 [doi]
- Pictor: an interactive system for importing data from a websiteShuyi Zheng, Matthew R. Scott, Ruihua Song, Ji-Rong Wen. 1097-1100 [doi]