12. PKDD / 19. ECML 2008:
Antwerp,
Belgium
Walter Daelemans, Bart Goethals, Katharina Morik (Eds.):
Machine Learning and Knowledge Discovery in Databases, European Conference, ECML/PKDD 2008, Antwerp, Belgium, September 15-19, 2008, Proceedings, Part II.
Lecture Notes in Computer Science 5212 Springer 2008, ISBN 978-3-540-87480-5 BibTeX
Regular Papers
- Dennis Leman, Ad Feelders, Arno Knobbe:
Exceptional Model Mining.
1-16
Electronic Edition (link) BibTeX
- Wei-Hao Lin, Eric P. Xing, Alexander G. Hauptmann:
A Joint Topic and Perspective Model for Ideological Discourse.
17-32
Electronic Edition (link) BibTeX
- Guimei Liu, Limsoon Wong:
Effective Pruning Techniques for Mining Quasi-Cliques.
33-49
Electronic Edition (link) BibTeX
- Eneldo Loza Mencía, Johannes Fürnkranz:
Efficient Pairwise Multilabel Classification for Large-Scale Problems in the Legal Domain.
50-65
Electronic Edition (link) BibTeX
- Francisco S. Melo, Manuel Lopes:
Fitted Natural Actor-Critic: A New Algorithm for Continuous State-Action MDPs.
66-81
Electronic Edition (link) BibTeX
- Tetsuro Morimura, Eiji Uchibe, Junichiro Yoshimoto, Kenji Doya:
A New Natural Policy Gradient by Stationary Distribution Metric.
82-97
Electronic Edition (link) BibTeX
- Keita Imada, Katsuhiko Nakamura:
Towards Machine Learning of Grammars and Compilers of Programming Languages.
98-112
Electronic Edition (link) BibTeX
- Nam Nguyen, Rich Caruana:
Improving Classification with Pairwise Constraints: A Margin-Based Approach.
113-124
Electronic Edition (link) BibTeX
- Nam Nguyen, Yunsong Guo:
Metric Learning: A Support Vector Approach.
125-136
Electronic Edition (link) BibTeX
- XuanLong Nguyen, Ling Huang, Anthony D. Joseph:
Support Vector Machines, Data Reduction, and Approximate Kernel Matrices.
137-153
Electronic Edition (link) BibTeX
- Richard Nock, Panu Luosto, Jyrki Kivinen:
Mixed Bregman Clustering with Approximation Guarantees.
154-169
Electronic Edition (link) BibTeX
- Spiros Papadimitriou, Jimeng Sun, Christos Faloutsos, Philip S. Yu:
Hierarchical, Parameter-Free Community Discovery.
170-187
Electronic Edition (link) BibTeX
- Adriana Pietramala, Veronica L. Policicchio, Pasquale Rullo, Inderbir Sidhu:
A Genetic Algorithm for Text Classification Rule Induction.
188-203
Electronic Edition (link) BibTeX
- Christian Plagemann, Kristian Kersting, Wolfram Burgard:
Nonstationary Gaussian Process Regression Using Point Estimates of Local Smoothness.
204-219
Electronic Edition (link) BibTeX
- Ulrich Rückert, Stefan Kramer:
Kernel-Based Inductive Transfer.
220-233
Electronic Edition (link) BibTeX
- Thomas Rückstieß, Martin Felder, Jürgen Schmidhuber:
State-Dependent Exploration for Policy Gradient Methods.
234-249
Electronic Edition (link) BibTeX
- Shyamsundar Rajaram, Martin Scholz:
Client-Friendly Classification over Random Hyperplane Hashes.
250-265
Electronic Edition (link) BibTeX
- Frédéric Ratle, Jason Weston, Matthew L. Miller:
Large-Scale Clustering through Functional Embedding.
266-281
Electronic Edition (link) BibTeX
- Pedro Pereira Rodrigues, João Gama, Luís M. B. Lopes:
Clustering Distributed Sensor Data Streams.
282-297
Electronic Edition (link) BibTeX
- Sergio Rodrigues de Morais, Alex Aussem:
A Novel Scalable and Data Efficient Feature Subset Selection Algorithm.
298-312
Electronic Edition (link) BibTeX
- Yvan Saeys, Thomas Abeel, Yves Van de Peer:
Robust Feature Selection Using Ensemble Feature Selection Techniques.
313-325
Electronic Edition (link) BibTeX
- Kazumi Saito, Masahiro Kimura, Hiroshi Motoda:
Effective Visualization of Information Diffusion Process over Complex Networks.
326-341
Electronic Edition (link) BibTeX
- Xiaoxiao Shi, Wei Fan, Jiangtao Ren:
Actively Transfer Domain Knowledge.
342-357
Electronic Edition (link) BibTeX
- Ajit Paul Singh, Geoffrey J. Gordon:
A Unified View of Matrix Factorization Models.
358-373
Electronic Edition (link) BibTeX
- Yangqiu Song, WenYen Chen, Hongjie Bai, Chih-Jen Lin, Edward Y. Chang:
Parallel Spectral Clustering.
374-389
Electronic Edition (link) BibTeX
- Andreas P. Streich, Joachim M. Buhmann:
Classification of Multi-labeled Data: A Generative Approach.
390-405
Electronic Edition (link) BibTeX
- Masashi Sugiyama, Shinichi Nakajima:
Pool-Based Agnostic Experiment Design in Linear Regression.
406-422
Electronic Edition (link) BibTeX
- Xiaohai Sun:
Distribution-Free Learning of Bayesian Network Structure.
423-439
Electronic Edition (link) BibTeX
- Xiaohai Sun:
Assessing Nonlinear Granger Causality from Multivariate Time Series.
440-455
Electronic Edition (link) BibTeX
- Jun Sun, Zhiyong Shen, Hui Li, Yi-Dong Shen:
Clustering Via Local Regression.
456-471
Electronic Edition (link) BibTeX
- Nikolaj Tatti, Hannes Heikinheimo:
Decomposable Families of Itemsets.
472-487
Electronic Edition (link) BibTeX
- Matthew E. Taylor, Nicholas K. Jong, Peter Stone:
Transferring Instances for Model-Based Reinforcement Learning.
488-505
Electronic Edition (link) BibTeX
- Ingo Thon, Niels Landwehr, Luc De Raedt:
A Simple Model for Sequences of Relational State Descriptions.
506-521
Electronic Edition (link) BibTeX
- Hamed Valizadegan, Rong Jin, Anil K. Jain:
Semi-Supervised Boosting for Multi-Class Classification.
522-537
Electronic Edition (link) BibTeX
- Xinhao Wang, Jiazhong Nie, Dingsheng Luo, Xihong Wu:
A Joint Segmenting and Labeling Approach for Chinese Lexical Analysis.
538-549
Electronic Edition (link) BibTeX
- Zheng Wang, Yangqiu Song, Changshui Zhang:
Transferred Dimensionality Reduction.
550-565
Electronic Edition (link) BibTeX
- Xiaoxia Wang, Peter Tiño, Mark A. Fardal:
Multiple Manifolds Learning Framework Based on Hierarchical Mixture Density Model.
566-581
Electronic Edition (link) BibTeX
- Sholom M. Weiss, Nitin Indurkhya:
Estimating Sales Opportunity Using Similarity-Based Methods.
582-596
Electronic Edition (link) BibTeX
- Michael Wynkoop, Thomas G. Dietterich:
Learning MDP Action Models Via Discrete Mixture Trees.
597-612
Electronic Edition (link) BibTeX
- Jing Xu, Christian R. Shelton:
Continuous Time Bayesian Networks for Host Level Network Intrusion Detection.
613-627
Electronic Edition (link) BibTeX
- Xiangliang Zhang, Cyril Furtlehner, Michèle Sebag:
Data Streaming with Affinity Propagation.
628-643
Electronic Edition (link) BibTeX
- Yu Zhang, Dit-Yan Yeung:
Semi-supervised Discriminant Analysis Via CCCP.
644-659
Electronic Edition (link) BibTeX
Demo Papers
- Rocío Alaiz-Rodríguez, Nathalie Japkowicz, Peter Tischer:
A Visualization-Based Exploratory Technique for Classifier Comparison with Respect to Multiple Metrics and Multiple Domains.
660-665
Electronic Edition (link) BibTeX
- Ira Assent, Emmanuel Müller, Ralph Krieger, Timm Jansen, Thomas Seidl:
Pleiades: Subspace Clustering and Evaluation.
666-671
Electronic Edition (link) BibTeX
- Laurent Boyer, Yann Esposito, Amaury Habrard, José Oncina, Marc Sebban:
SEDiL: Software for Edit Distance Learning.
672-677
Electronic Edition (link) BibTeX
- Evangelos E. Kotsifakos, Irene Ntoutsi, Yannis Vrahoritis, Yannis Theodoridis:
Monitoring Patterns through an Integrated Management and Mining Tool.
678-683
Electronic Edition (link) BibTeX
- Wan Maseri Binti Wan Mohd, Abdullah Embong, Jasni Mohd Zain:
A Knowledge-Based Digital Dashboard for Higher Learning Institutions.
684-689
Electronic Edition (link) BibTeX
- Jörg Wicker, Lothar Richter, Kristina Kessler, Stefan Kramer:
SINDBAD and SiQL: An Inductive Database and Query Language in the Relational Model.
690-694
Electronic Edition (link) BibTeX
Copyright © Sat May 16 23:33:28 2009
by Michael Ley (ley@uni-trier.de)
