Machine Learning and Knowledge Discovery in Databases, Part III European Conference, ECML PKDD 2010, Athens, Greece, September 5-9, 2011, Proceedings, Part III
| Format | Electronic |
| Publication Info | New York : Springer |
| Description | xxii, 663 p. ill 23.500 x 015.500 cm. |
| Supplemental Content | Full text available from Springer Books |
| Supplemental Content | Full text available from Springer Nature - Springer Computer Science eBooks 2011 English International |
| Supplemental Content | Full text available from SpringerLINK Lecture Notes in Computer Science Contemporary (1997-present) |
| Subjects |
| Other author/creator | Gunopulos,Dimitrios Editor |
| Other author/creator | Hofmann,Thomas Editor |
| Other author/creator | Malerba,Donato Editor |
| Other author/creator | Vazirgiannis,Michalis Editor |
| Series | Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence Ser. |
| Summary | Annotation This three-volume set LNAI 6911, LNAI 6912, and LNAI 6913 constitutes the refereed proceedings of the European conference on Machine Learning and Knowledge Discovery in Databases: ECML PKDD 2011, held in Athens, Greece, in September 2011.The 121 revised full papers presented together with 10 invited talks and 11 demos in the three volumes, were carefully reviewed and selected from about 600 paper submissions. The papers address all areas related to machine learning and knowledge discovery in databases as well as other innovative application domains such as supervised and unsupervised learning with some innovative contributions in fundamental issues; dimensionality reduction, distance and similarity learning, model learning and matrix/tensor analysis; graph mining, graphical models, hidden markov models, kernel methods, active and ensemble learning, semi-supervised and transductive learning, mining sparse representations, model learning, inductive logic programming, and statistical learning. a significant part of the papers covers novel and timely applications of data mining and machine learning in industrial domains. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Genre/form | Electronic books. |
| ISBN | 9783642238079 |
| ISBN | 3642238076 (Trade Paper) Active Record |
| Standard identifier# | 9783642238079 |
| Stock number | 3642238076 00024965 |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | ✔ Available |