Research Catalog

Title

KDD-2005 : proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining : August 21-24, 2005, Chicago, Illinois, USA / edited by Robert L. Grossman, general chair ; Roberto Bayardo and Kristin Bennett, program chairs ; Jaideep Vaidya, proceedings chair ; sponsored by ACM Special Interest Group on Knowledge Discovery and Data Mining, ACM Special Interest Group on Management of Data, and American Association for Artificial Intelligence.

Author

International Conference on Knowledge Discovery & Data Mining (11th : 2005 : Chicago, Ill.)

Publication

New York, NY : ACM Press, 2005.

Items in the Library & Off-site

Holdings

Details

Additional Authors

• Grossman, Robert, 1957-
• Bayardo, Roberto.
• Bennett, Kristin P.
• Vaidya, Jaideep.
• Association for Computing Machinery. Special Interest Group on Knowledge Discovery & Data Mining.
• Association for Computing Machinery. Special Interest Group on Management of Data.
• American Association for Artificial Intelligence.

Description

xvi, 826 pages : illustrations; 28 cm

Alternative Title

• Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
• KDD '05
• Proceedings of the 2005 ACM SIGKDD International Conference on Knowledge Discovery and Data Mining.
• Proceeding of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery in Data Mining.

Subjects

• Database management > Congresses
• Data mining > Congresses

Note

• "ACM order number 618050"--P. ii.

Bibliography (note)

• Includes bibliographical references and author index.

Additional Formats (note)

• Also issued online with additional title: Proceeding of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery in Data Mining.

Contents

• Incentive networks / P. Raghavan -- Mining the Internet : the eighth wonder of the world / G. Fulgoni -- The architecture of complexity : the structure and the dynamics of networks, from the Web to the cell / A.-L. Barabasi -- A Bayesian network classifier with inverse tree structure for voxelwise magnetic resonance image analysis / R. Chen and E. H. Herskovits -- Variable latent semantic indexing / A. Dasgupta, R. Kumar, P. Raghavan and A. Tomkins -- Mining images on semantics via statistical learning / J. Fan, H. Luo, Y. Gao and M.-S. Hacid -- Rule extraction from linear support vector machines / G. Fung, S. Sandilya and R. B. Rao -- Consistent bipartite graph co-partitioning for star-structured high-order heterogeneous data co-clustering / B. Gao, T.-Y. Liu, X. Zheng, Q.-S. Cheng and W.-Y. Ma -- Dimension induced clustering / A. Gionis, A. Hinneburg, S. Papadimitriou and P. Tsaparas -- Mining tree queries in a graph / B. Goethals, E. Hoekx and J. Van den Bussche -- Non-redundant clustering with conditional ensembles / D. Gondek and T. Hofmann -- The predictive power of online chatter / D. Gruhl, R. Guha, R. Kumar, J. Novak and A. Tomkins -- Wavelet synopsis for data streams : minimizing non-Euclidean error / S. Guha and B. Harb -- Combining Email models for false positive reduction / S. Hershkop and S. J. Stolfo -- Nomograms for visualizing support vector machines / A. Jakulin, M. Mozina, J. Demsar, I. Bratko and B. Zupan -- Fast discovery of unexpected patterns in data, relative to a Bayesian network / S. Jaroszewicz and T. Scheffer -- Local sparsity control for Naive Bayes with extreme misclassification costs / A. Kolcz -- A multiple tree algorithm for the efficient association of asteroid observations / J. Kubica, A. Moore, A. Connolly and R. Jedicke -- Combining partitions by probabilistic label aggregation / T. Lange and J. M. Buhmann -- Feature bagging for outlier detection / A. Lazarevic and V. Kumar -- Simple and effective visual models for gene expression cancer diagnostics / G. Leban, M. Mramor, I. Bratko and B. Zupan -- Graphs over time : densification laws, shrinking diameters and possible explanations / J. Leskovec, J. Kleinberg and C. Faloutsos -- A general model for clustering binary data / T. Li -- Discovering evolutionary theme patterns from text - an exploration of temporal text mining / Q. Mei and C. X. Zhai -- A distributed learning framework for heterogeneous data sources / S. Merugu and J. Ghosh -- Detection of emerging space-time clusters / D. B. Neill, A. W. Moore, M. Sabhnani and K. Daniel -- On mining cross-graph quasi-cliques / J. Pei, D. Jiang and A. Zhang -- Query chains : learning to rank from implicit feedback / F. Radlinski and T. Joachims -- Robust boosting and its relation to bagging / S. Rosset -- On the use of linear programming for unsupervised text classification / M. Sandler -- Sampling-based sequential subgroup mining / M. Scholz -- Probabilistic workflow mining / R. Silva, J. Zhang and J. G. Shanahan -- Finding partial orders from unordered 0-1 data / A. Ukkonen, M. Fortelius and H. Mannila -- Web object indexing using domain knowledge / M. Wang, Z. Li, L. Lu, W.-Y. Ma and N. Zhang -- Improving discriminative sequential learning with rare-but-important associations / X.-H. Phan, L.-M. Nguyen, T.-B. Ho and S. Horiguchi -- Summarizing itemset patterns : a profile-based approach / X. Yan, H. Cheng, J. Han and D. Xin -- Mining closed relational graphs with connectivity constraints / X. Yan, X. J. Zhou and J. Han -- Anonymity-preserving data collection / Z. Yang, S. Zhong and R. N. Wright -- Cross-relational clustering with user's guidance / X. Yin, J. Han and P. S. Yu -- SVM selective sampling for ranking with application to data retrieval / H. Yu -- Reasoning about sets using redescription mining / M. J. Zaki and N. Ramakrishnan -- A new scheme on privacy-preserving data classification / N. Zhang, S. Wang and W. Zhao -- Streaming feature selection using alpha-investing / J. Zhou, D. Foster, R. Stine and L. Ungar -- Finding similar files in large document repositories / G. Forman, K. Eshghi and S. Chiocchetti -- An approach to spacecraft anomaly detection problem using kernel feature space / R. Fujimaki, T. Yairi and K. Machida -- Price prediction and insurance for online auctions / R. Ghani -- Deriving marketing intelligence from online discussion / N. Glance, M. Hurst, K. Nigam, M. Siegler, R. Stockton and T. Tomokiyo -- Making holistic schema matching robust : an ensemble approach / B. He and K. C.-C. Chang -- Using retrieval measures to assess similarity in mining dynamic Web clickstreams / O. Nasraoui, C. Cardona and C. Rojas -- Using relational knowledge discovery to prevent securities fraud / J. Neville, O. Simsek, D. Jensen, J. Komoroske, K. Palmer and H. Goldberg -- A hit-miss model for duplicate detection in the WHO drug safety database / G. N. Noren, R. Orre and A. Bate -- Predicting the product purchase patterns of corporate customers / B. Raskutti and A. Herschtal -- Modeling and predicting personal information dissemination behavior / X. Song, C.-Y. Lin, B. L. Tseng and M.-T. Sun -- Email data cleaning / J. Tang, H. Li, Y. Cao and Z. Tang -- Dynamic syslog mining for network failure monitoring / K. Yamanishi and Y. Maruyama -- Enhancing the lift under budget constraints : an application in the mutual fund industry / L. Yan, M. Fassino and P. Baldasare -- Learning to predict train wheel failures / C. Yang and S. Letourneau -- Towards exploratory test instance specific algorithms for high dimensional classification / C. C. Aggarwal -- Model-based overlapping clustering / A. Banerjee, C. Krumpelman, S. Basu, R. J. Mooney and J. Ghosh -- Integration of profile hidden Markov model output into association rule mining / C. Besemann and A. Denton -- Scalable discovery of hidden Emails from large folders / G. Carenini, R. T. Ng and X. Zhou -- Web mining from competitors' Websites / X. Chen and Y.-F. B. Wu -- LIPED : HMM-based life profiles for adaptive event detection / C. C. Chen, M. C. Chen and M.-S. Chen -- Parallel mining of closed sequential patterns / S. Cong, J. Han and D. Padula -- Creating social networks to improve peer-to-peer networking / A. Fast, D. Jensen and B. N. Levine -- Unweaving a web of documents / R. Guha, R. Kumar, D. Sivakumar and R. Sundaram -- Maximal boasting / C. Heeren and L. Pitt -- Application of kernels to link analysis / T. Ito, M. Shimbo, T. Kudo and Y. Matsumoto -- Privacy-preserving distributed k-means clustering over arbitrarily partitioned data / G. Jagannathan and R. N. Wright -- Simultaneous optimization of complex mining tasks with a knowledgeable cache / R. Jin, K. Sinha and G. Agrawal -- Discovering frequent topological structures from graph datasets / R. Jin, C. Wang, D. Polshakov, S. Parthasarathy and G. Agrawal -- A maximum entropy Web recommendation system : combining collaborative and content features / X. Jin, Y. Zhou and B. Mobasher -- Information retrieval based on collaborative filtering with latent interest semantic map / N. Kawamae and K. Takahashi -- Determining an author's native language by mining a text for errors / M. Koppel, J. Schler and K. Zigdon -- A fast kernel-based multilevel algorithm for graph clustering / I. Dhillon, Y. Guan and B. Kulis -- Co-clustering by block value decomposition / B. Long, Z. Zhang and P. S. Yu -- Adversarial learning / D. Lowd and C. Meek -- Estimating missed actual positives using independent classifiers / S. Mane, J. Srivastava and S.-Y. Hwang -- Efficient computations via scalable sparse kernel partial least squares and boosted latent features / M. Momma -- Optimizing time series discretization for knowledge discovery / F. Morchen and A. Ultsch -- Key semantics extraction by dependency tree mining / S. Morinaga, H. Arimura, T. Ikeda, Y. Sakao and S. Akamine -- Density-based clustering of uncertain data / H.-P. Kriegel and M. Pfeifle --
• Evaluating similarity measures : a large-scale study in the orkut social network / E. Spertus, M. Sahami and O. Buyukkokten -- A hybrid unsupervised approach for document clustering / M. Surdeanu, J. Turmo and A. Ageno -- Mining comparable bilingual text corpora for cross-language information integration / T. Tao and C. X. Zhai -- Regression error characteristic surfaces / L. Torgo -- Formulating distance functions via the kernel trick / G. Wu, E. Y. Chang and N. Panda -- Combining proactive and reactive predictions for data streams / Y. Yang, X. Wu and X. Zhu -- A generalized framework for mining spatio-temporal patterns in scientific data / H. Yang, S. Parthasarathy and S. Mehta -- Building connected neighborhood graphs for isometric data embedding / L. Yang -- Pattern lattice traversal by selective jumps / O. R. Zaiane and M. E.-Hajj -- CLICKS : an effective algorithm for mining subspace clusters in categorical datasets / M. J. Zaki, M. Peters, I. Assent and T. Seidl -- Fast window correlations over uncooperative time series / R. Cole, D. Shasha and X. Zhao -- Failure detection and localization in component based systems by online tracking / H. Chen, G. Jiang, C. Ungureanu and K. Yoshihira -- Generation of synthetic data sets for evaluating the accuracy of knowledge discovery systems / D. R. Jeske, B. Samadi, P. J. Lin, L. Ye, S. Cox, R. Xiao, T. Younglove, M. Ly, D. Holt and R. Rich -- Data mining in the chemical industry / A. Kalos and T. Rey -- Mining risk patterns in medical data / J. Li, A. W.-C. Fu, H. He, J. Chen, H. Jin, D. McAullay, G. Williams, R. Sparks and C. Kelman -- An integrated framework on mining logs files for computing system management / T. Li, F. Liang, S. Ma and W. Peng -- Automated detection of frontal systems from numerical model-generated data / X. Li, R. Ramachandran, S. Graves, S. Movva, B. Akkiraju, D. Emmitt, S. Greco, R. Atlas, J. Terry and J.-C. Jusem -- Disease progression modeling from historical clinical databases / R. K. Pearson, R. J. Kingan and A. Hochberg -- Mining rare and frequent events in multi-camera surveillance video using self-organizing maps / V. A. Petrushin -- Short term performance forecasting in enterprise systems / R. Powers, M. Goldszmidt and I. Cohen -- A multinomial clustering model for fast simulation of computer architecture designs / K. Sanghai, T. Su, J. Dy and D. Kaeli -- Pattern-based similarity search for microarray data / H. Wang, J. Pei and P. S. Yu.

ISBN

159593135X

LCCN

2006272469

OCLC

• ocm61773386
• SCSB-5243215

Owning Institutions

Columbia University Libraries