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The two-volume set LNAI 7301 and 7302 constitutes the refereed proceedings of the 16th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2012, held in Kuala Lumpur, Malaysia, in May 2012. The total of 20 revised full papers and 66 revised short papers were carefully reviewed and selected from 241 submissions. The papers present new ideas, original research results, and practical development experiences from all KDD-related areas. The papers are organized in topical sections on supervised learning: active, ensemble, rare-class and online; unsupervised learning: clustering, probabilistic modeling in the first volume and on pattern mining: networks, graphs, time-series and outlier detection, and data manipulation: pre-processing and dimension reduction in the second volume. |
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Tan, Pang-Ning (DE-588)1121324711 (DE-627)874248566 (DE-576)480818401 aut, Advances in Knowledge Discovery and Data Mining 16th Pacific-Asia Conference, PAKDD 2012, Kuala Lumpur, Malaysia, May 29 – June 1, 2012, Proceedings, Part II edited by Pang-Ning Tan, Sanjay Chawla, Chin Kuan Ho, James Bailey, Berlin, Heidelberg Springer Berlin Heidelberg 2012, Online-Ressource (XIX, 445p, digital), Text txt rdacontent, Computermedien c rdamedia, Online-Ressource cr rdacarrier, Lecture Notes in Computer Science 7302, SpringerLink Bücher, The two-volume set LNAI 7301 and 7302 constitutes the refereed proceedings of the 16th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2012, held in Kuala Lumpur, Malaysia, in May 2012. The total of 20 revised full papers and 66 revised short papers were carefully reviewed and selected from 241 submissions. The papers present new ideas, original research results, and practical development experiences from all KDD-related areas. The papers are organized in topical sections on supervised learning: active, ensemble, rare-class and online; unsupervised learning: clustering, probabilistic modeling in the first volume and on pattern mining: networks, graphs, time-series and outlier detection, and data manipulation: pre-processing and dimension reduction in the second volume., Computer science, Computer Communication Networks, Computer software, Computer Science, Database management, Information storage and retrieval systems, Artificial intelligence, Application software., Algorithms., Computer networks ., Chawla, Sanjay oth, Ho, Chin Kuan oth, Bailey, James oth, 9783642302190, Buchausg. u.d.T. Advances in knowledge discovery and data mining ; 2 Berlin : Springer, 2012 XXIV, 445 S. (DE-627)1435947940 (DE-576)365947946 9783642302190 364230219X, Lecture notes in computer science 7302 7302 (DE-627)316228877 (DE-576)093890923 (DE-600)2018930-8 1611-3349 ns, https://doi.org/10.1007/978-3-642-30220-6 X:SPRINGER Verlag lizenzpflichtig Volltext, https://swbplus.bsz-bw.de/bsz366283588cov.jpg V:DE-576 X:springer image/jpeg 20140213092546 Cover, http://dx.doi.org/10.1007/978-3-642-30220-6 DE-14, DE-14 epn:334970171X 2012-06-04T13:39:35Z, http://dx.doi.org/10.1007/978-3-642-30220-6 DE-15, DE-15 epn:3349701779 2012-06-04T13:39:35Z, http://dx.doi.org/10.1007/978-3-642-30220-6 DE-Ch1, DE-Ch1 epn:3349701833 2012-06-04T13:39:35Z, http://dx.doi.org/10.1007/978-3-642-30220-6 Zum Online-Dokument DE-Zi4, DE-Zi4 epn:3349701914 2012-06-04T13:39:35Z, http://dx.doi.org/10.1007/978-3-642-30220-6 DE-520, DE-520 epn:3349701957 2012-06-04T13:39:35Z |
spellingShingle |
Tan, Pang-Ning, Advances in Knowledge Discovery and Data Mining: 16th Pacific-Asia Conference, PAKDD 2012, Kuala Lumpur, Malaysia, May 29 – June 1, 2012, Proceedings, Part II, Lecture notes in computer science, 7302, The two-volume set LNAI 7301 and 7302 constitutes the refereed proceedings of the 16th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2012, held in Kuala Lumpur, Malaysia, in May 2012. The total of 20 revised full papers and 66 revised short papers were carefully reviewed and selected from 241 submissions. The papers present new ideas, original research results, and practical development experiences from all KDD-related areas. The papers are organized in topical sections on supervised learning: active, ensemble, rare-class and online; unsupervised learning: clustering, probabilistic modeling in the first volume and on pattern mining: networks, graphs, time-series and outlier detection, and data manipulation: pre-processing and dimension reduction in the second volume., Computer science, Computer Communication Networks, Computer software, Computer Science, Database management, Information storage and retrieval systems, Artificial intelligence, Application software., Algorithms., Computer networks . |
swb_id_str |
366283588 |
title |
Advances in Knowledge Discovery and Data Mining: 16th Pacific-Asia Conference, PAKDD 2012, Kuala Lumpur, Malaysia, May 29 – June 1, 2012, Proceedings, Part II |
title_auth |
Advances in Knowledge Discovery and Data Mining 16th Pacific-Asia Conference, PAKDD 2012, Kuala Lumpur, Malaysia, May 29 – June 1, 2012, Proceedings, Part II |
title_full |
Advances in Knowledge Discovery and Data Mining 16th Pacific-Asia Conference, PAKDD 2012, Kuala Lumpur, Malaysia, May 29 – June 1, 2012, Proceedings, Part II edited by Pang-Ning Tan, Sanjay Chawla, Chin Kuan Ho, James Bailey |
title_fullStr |
Advances in Knowledge Discovery and Data Mining 16th Pacific-Asia Conference, PAKDD 2012, Kuala Lumpur, Malaysia, May 29 – June 1, 2012, Proceedings, Part II edited by Pang-Ning Tan, Sanjay Chawla, Chin Kuan Ho, James Bailey |
title_full_unstemmed |
Advances in Knowledge Discovery and Data Mining 16th Pacific-Asia Conference, PAKDD 2012, Kuala Lumpur, Malaysia, May 29 – June 1, 2012, Proceedings, Part II edited by Pang-Ning Tan, Sanjay Chawla, Chin Kuan Ho, James Bailey |
title_in_hierarchy |
7302. Advances in Knowledge Discovery and Data Mining: 16th Pacific-Asia Conference, PAKDD 2012, Kuala Lumpur, Malaysia, May 29 – June 1, 2012, Proceedings, Part II (2012) |
title_short |
Advances in Knowledge Discovery and Data Mining |
title_sort |
advances in knowledge discovery and data mining 16th pacific asia conference pakdd 2012 kuala lumpur malaysia may 29 june 1 2012 proceedings part ii |
title_sub |
16th Pacific-Asia Conference, PAKDD 2012, Kuala Lumpur, Malaysia, May 29 – June 1, 2012, Proceedings, Part II |
title_unstemmed |
Advances in Knowledge Discovery and Data Mining: 16th Pacific-Asia Conference, PAKDD 2012, Kuala Lumpur, Malaysia, May 29 – June 1, 2012, Proceedings, Part II |
topic |
Computer science, Computer Communication Networks, Computer software, Computer Science, Database management, Information storage and retrieval systems, Artificial intelligence, Application software., Algorithms., Computer networks . |
topic_facet |
Computer science, Computer Communication Networks, Computer software, Computer Science, Database management, Information storage and retrieval systems, Artificial intelligence, Application software., Algorithms., Computer networks . |
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