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Publications at "ECML"( http://dblp.L3S.de/Venues/ECML )

URL (DBLP): http://dblp.uni-trier.de/db/conf/ecml

Publication years (Num. hits)
1993 (42) 1994 (47) 1995 (45) 1997 (34) 1998 (49) 2000 (46) 2001 (56) 2002 (46) 2003 (45) 2004 (57) 2005 (73) 2006 (83) 2007 (79)
Publication types (Num. hits)
inproceedings(689) proceedings(13)
Venues (Conferences, Journals, ...)
ECML(702)
GrowBag graphs for keyword ? (Num. hits/coverage)

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The graphs summarize 146 occurrences of 107 keywords

Results
Found 702 publication records. Showing 702 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Grigorios Tsoumakas, Ioannis P. Vlahavas Random k -Labelsets: An Ensemble Method for Multilabel Classification. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Gerhard Neumann, Michael Pfeiffer, Wolfgang Maass 0001 Efficient Continuous-Time Reinforcement Learning with Adaptive State Graphs. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Peter A. Flach, Edson Takashi Matsubara A Simple Lexicographic Ranker and Probability Estimator. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Annalisa Appice, Saso Dzeroski Stepwise Induction of Multi-target Model Trees. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Ulrich Rückert 0002, Stefan Kramer 0001 Optimizing Feature Sets for Structured Data. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Sang-Hyeun Park, Johannes Fürnkranz Efficient Pairwise Classification. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Rikiya Takahashi Separating Precision and Mean in Dirichlet-Enhanced High-Order Markov Models. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1András Bánhalmi, András Kocsor, Róbert Busa-Fekete Counter-Example Generation-Based One-Class Classification. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Michael Connor, Dan Roth Context Sensitive Paraphrasing with a Global Unsupervised Classifier. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Jin Hyeong Park, Chandan K. Reddy Scale-Space Based Weak Regressors for Boosting. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Jan Struyf, Saso Dzeroski Clustering Trees with Instance Level Constraints. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Andreas Nägele, Mathäus Dejori, Martin Stetter Bayesian Substructure Learning - Approximate Learning of Very Large Network Structures. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF Bayesian Networks, Graphical Models, Structure Learning
1David Andrzejewski, Anne Mulhern, Ben Liblit, Xiaojin Zhu 0001 Statistical Debugging Using Latent Topic Models. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Tilman Lange, Joachim M. Buhmann Kernel-Based Grouping of Histogram Data. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Samuel Kaski, Jaakko Peltonen Learning from Relevant Tasks Only. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF relevant subtask learning, multi-task learning
1Jo-Anne Ting, Evangelos A. Theodorou, Stefan Schaal Learning an Outlier-Robust Kalman Filter. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Dan Pelleg, Dorit Baras K -Means with Large and Noisy Constraint Sets. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1John Burge, Terran Lane Shrinkage Estimator for Bayesian Network Parameters. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF Bayesian networks, parameter estimation, hierarchy, shrinkage
1David B. Skalak, Alexandru Niculescu-Mizil, Rich Caruana Classifier Loss Under Metric Uncertainty. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF cross-metric, evaluation, calibration, performance metric
1Xiangyu Duan, Jun Zhao 0001, Bo Xu 0002 Probabilistic Models for Action-Based Chinese Dependency Parsing. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF action-based, Chinese dependency parsing, probabilistic
1Victor S. Sheng, Charles X. Ling Roulette Sampling for Cost-Sensitive Learning. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF data mining, machine learning, classification, decision trees, cost-sensitive learning, meta-learning
1Qubo You, Nanning Zheng, Shaoyi Du, Yang Wu General Solution for Supervised Graph Embedding. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Jan-Nikolas Sulzmann, Johannes Fürnkranz, Eyke Hüllermeier On Pairwise Naive Bayes Classifiers. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Elisa Ricci 0001, Tijl De Bie, Nello Cristianini Discriminative Sequence Labeling by Z-Score Optimization. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Daan Wierstra, Jürgen Schmidhuber Policy Gradient Critics. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Alexander Vezhnevets, Olga Barinova Avoiding Boosting Overfitting by Removing Confusing Samples. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Fei Zheng 0001, Geoffrey I. Webb Finding the Right Family: Parent and Child Selection for Averaged One-Dependence Estimators. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Dimitrios Mavroeidis, Michalis Vazirgiannis Stability Based Sparse LSI/PCA: Incorporating Feature Selection in LSI and PCA. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Daan Fierens, Jan Ramon, Maurice Bruynooghe, Hendrik Blockeel Learning Directed Probabilistic Logical Models: Ordering-Search Versus Structure-Search. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF probabilistic logical models, probability trees, Bayesian networks, inductive logic programming, structure learning, statistical relational learning
1Sunho Park, Seungjin Choi Source Separation with Gaussian Process Models. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Alexandre Klementiev, Dan Roth, Kevin Small An Unsupervised Learning Algorithm for Rank Aggregation. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Goele Hollanders, Geert Jan Bex, Marc Gyssens, Ronald L. Westra, Karl Tuyls On Phase Transitions in Learning Sparse Networks. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF sparse network reconstruction, machine learning, feature identification
1Deepak Verma, Rajesh P. N. Rao Imitation Learning Using Graphical Models. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Xiongcai Cai, Arcot Sowmya Level Learning Set: A Novel Classifier Based on Active Contour Models. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Steven Busuttil, Yuri Kalnishkan Weighted Kernel Regression for Predicting Changing Dependencies. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Zoltán Szabó 0001, Barnabás Póczos, András Lörincz Undercomplete Blind Subspace Deconvolution Via Linear Prediction. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Liang Xiong, Fei Wang 0001, Changshui Zhang Semi-definite Manifold Alignment. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Pinar Donmez, Jaime G. Carbonell, Paul N. Bennett Dual Strategy Active Learning. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Derek Greene, Padraig Cunningham Constraint Selection by Committee: An Ensemble Approach to Identifying Informative Constraints for Semi-supervised Clustering. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Tapani Raiko, Alexander Ilin, Juha Karhunen Principal Component Analysis for Large Scale Problems with Lots of Missing Values. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Stephan Timmer, Martin A. Riedmiller Safe Q-Learning on Complete History Spaces. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Monika Záková, Filip Zelezný Exploiting Term, Predicate, and Feature Taxonomies in Propositionalization and Propositional Rule Learning. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Steffen Börm, Jochen Garcke Approximating Gaussian Processes with H2-Matrices. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Kenneth Dwyer, Robert Holte Decision Tree Instability and Active Learning. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF evaluation of learning methods, active learning, ensemble methods, Decision tree learning
1Thomas Gärtner, Gemma C. Garriga The Cost of Learning Directed Cuts. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Daria Sorokina, Rich Caruana, Mirek Riedewald Additive Groves of Regression Trees. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Jan Ramon, Kurt Driessens, Tom Croonenborghs Transfer Learning in Reinforcement Learning Problems Through Partial Policy Recycling. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Paulo J. Azevedo, Alípio Mário Jorge Comparing Rule Measures for Predictive Association Rules. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Alessandro Sperduti Efficient Computation of Recursive Principal Component Analysis for Structured Input. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Mumin Cebe, Cigdem Gunduz Demir Test-Cost Sensitive Classification Based on Conditioned Loss Functions. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Amelia Zafra, Sebastián Ventura Multi-objective Genetic Programming for Multiple Instance Learning. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Anneleen Van Assche, Hendrik Blockeel Seeing the Forest Through the Trees: Learning a Comprehensible Model from an Ensemble. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF decision trees, ensembles, comprehensibility
1Mark W. Schmidt, Glenn Fung, Rómer Rosales Fast Optimization Methods for L1 Regularization: A Comparative Study and Two New Approaches. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Harald Steck Hinge Rank Loss and the Area Under the ROC Curve. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Francis Maes, Ludovic Denoyer, Patrick Gallinari Sequence Labeling with Reinforcement Learning and Ranking Algorithms. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Jérôme Callut, Pierre Dupont Learning Partially Observable Markov Models from First Passage Times. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Eyke Hüllermeier, Johannes Fürnkranz On Minimizing the Position Error in Label Ranking. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Korinna Bade, Marcel Hermkes, Andreas Nürnberger User Oriented Hierarchical Information Organization and Retrieval. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Joost N. Kok, Jacek Koronacki, Ramón López de Mántaras, Stan Matwin, Dunja Mladenic, Andrzej Skowron (eds.) Machine Learning: ECML 2007, 18th European Conference on Machine Learning, Warsaw, Poland, September 17-21, 2007, Proceedings Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Gregory Kuhlmann, Peter Stone Graph-Based Domain Mapping for Transfer Learning in General Games. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Rachel Lomasky, Carla E. Brodley, M. Aernecke, D. Walt, Mark A. Friedl Active Class Selection. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Sabri Bayoudh, Harold Mouchère, Laurent Miclet, Éric Anquetil Learning a Classifier with Very Few Examples: Analogy Based and Knowledge Based Generation of New Examples for Character Recognition. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF instance generation, sequence generation by analogy, knowledge-based generation, handwritten character recognition
1Thomas J. Walsh, Ali Nouri, Lihong Li 0001, Michael L. Littman Planning and Learning in Environments with Delayed Feedback. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Xiao-Lin Li 0001, Zhi-Hua Zhou Structure Learning of Probabilistic Relational Models from Incomplete Relational Data. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Paul N. Bennett Neighborhood-Based Local Sensitivity. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Rong Jin, Ming Wu, Rahul Sukthankar Semi-supervised Collaborative Text Classification. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Leonor Becerra-Bonache, Colin de la Higuera, Jean-Christophe Janodet, Frédéric Tantini Learning Balls of Strings with Correction Queries. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF Oracle Learning, Balls of Strings, Edit Distance, Grammatical Inference, Correction Queries
1Wei Wang 0028, Zhi-Hua Zhou Analyzing Co-training Style Algorithms. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Tomás Singliar, Milos Hauskrecht Modeling Highway Traffic Volumes. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Angelika Kimmig, Luc De Raedt, Hannu Toivonen Probabilistic Explanation Based Learning. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Xiaoli Li 0001, Bing Liu 0001, See-Kiong Ng Learning to Classify Documents with Only a Small Positive Training Set. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Katharina Probst, Rayid Ghani Towards 'Interactive' Active Learning in Multi-view Feature Sets for Information Extraction. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Dragi Kocev, Celine Vens, Jan Struyf, Saso Dzeroski Ensembles of Multi-Objective Decision Trees. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Tony Jebara, Yingbo Song, Kapil Thadani Spectral Clustering and Embedding with Hidden Markov Models. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Marcin Wojnarski Nondeterministic Discretization of Weights Improves Accuracy of Neural Networks. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF Overtraining, Generalization, Regularization, Overfitting
1Shaomin Wu, Peter A. Flach, Cèsar Ferri Ramirez An Improved Model Selection Heuristic for AUC. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Laurent Boyer 0002, Amaury Habrard, Marc Sebban Learning Metrics Between Tree Structured Data: Application to Image Recognition. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Matthias W. Seeger, Sebastian Gerwinn, Matthias Bethge Bayesian Inference for Sparse Generalized Linear Models. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Umaa Rebbapragada, Carla E. Brodley Class Noise Mitigation Through Instance Weighting. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Péter Schönhofen, András A. Benczúr Exploiting Extremely Rare Features in Text Categorization. Search on Bibsonomy ECML The full citation details ... 2006 DBLP  DOI  BibTeX  RDF
1Aleks Jakulin, Irina Rish Bayesian Learning of Markov Network Structure. Search on Bibsonomy ECML The full citation details ... 2006 DBLP  DOI  BibTeX  RDF
1Ron Bekkerman, Mehran Sahami, Erik G. Learned-Miller Combinatorial Markov Random Fields. Search on Bibsonomy ECML The full citation details ... 2006 DBLP  DOI  BibTeX  RDF
1William Elazmeh, Nathalie Japkowicz, Stan Matwin Evaluating Misclassifications in Imbalanced Data. Search on Bibsonomy ECML The full citation details ... 2006 DBLP  DOI  BibTeX  RDF
1Faustino J. Gomez, Jürgen Schmidhuber, Risto Miikkulainen Efficient Non-linear Control Through Neuroevolution. Search on Bibsonomy ECML The full citation details ... 2006 DBLP  DOI  BibTeX  RDF
1Gisele L. Pappa, Alex Alves Freitas Automatically Evolving Rule Induction Algorithms. Search on Bibsonomy ECML The full citation details ... 2006 DBLP  DOI  BibTeX  RDF
1Ying Yang 0001, Geoffrey I. Webb, Jesús Cerquides, Kevin B. Korb, Janice R. Boughton, Kai Ming Ting To Select or To Weigh: A Comparative Study of Model Selection and Model Weighing for SPODE Ensembles. Search on Bibsonomy ECML The full citation details ... 2006 DBLP  DOI  BibTeX  RDF
1Peter Geibel Reinforcement Learning for MDPs with Constraints. Search on Bibsonomy ECML The full citation details ... 2006 DBLP  DOI  BibTeX  RDF
1Dan Roth, Kevin Small Margin-Based Active Learning for Structured Output Spaces. Search on Bibsonomy ECML The full citation details ... 2006 DBLP  DOI  BibTeX  RDF
1Hyunjung Shin, N. Jeremy Hill, Gunnar Rätsch Graph Based Semi-supervised Learning with Sharper Edges. Search on Bibsonomy ECML The full citation details ... 2006 DBLP  DOI  BibTeX  RDF
1Stefan Rüping 0001 Robust Probabilistic Calibration. Search on Bibsonomy ECML The full citation details ... 2006 DBLP  DOI  BibTeX  RDF
1Min Sub Kim, William T. B. Uther Patching Approximate Solutions in Reinforcement Learning. Search on Bibsonomy ECML The full citation details ... 2006 DBLP  DOI  BibTeX  RDF
1Will Bridewell, Pat Langley, Steve Racunas, Stuart R. Borrett Learning Process Models with Missing Data. Search on Bibsonomy ECML The full citation details ... 2006 DBLP  DOI  BibTeX  RDF
1David Grangier, Florent Monay, Samy Bengio A Discriminative Approach for the Retrieval of Images from Text Queries. Search on Bibsonomy ECML The full citation details ... 2006 DBLP  DOI  BibTeX  RDF
1Dragomir Yankov, Dennis DeCoste, Eamonn J. Keogh Ensembles of Nearest Neighbor Forecasts. Search on Bibsonomy ECML The full citation details ... 2006 DBLP  DOI  BibTeX  RDF
1Marc Bernard, Amaury Habrard, Marc Sebban Learning Stochastic Tree Edit Distance. Search on Bibsonomy ECML The full citation details ... 2006 DBLP  DOI  BibTeX  RDF Stochastic tree edit distance, EM algorithm, generative models, discriminative models
1Lisa Torrey, Jude W. Shavlik, Trevor Walker, Richard Maclin Skill Acquisition Via Transfer Learning and Advice Taking. Search on Bibsonomy ECML The full citation details ... 2006 DBLP  DOI  BibTeX  RDF
1Kee Siong Ng (Agnostic) PAC Learning Concepts in Higher-Order Logic. Search on Bibsonomy ECML The full citation details ... 2006 DBLP  DOI  BibTeX  RDF
1Martin Nyffenegger, Jean-Cédric Chappelier, Éric Gaussier Revisiting Fisher Kernels for Document Similarities. Search on Bibsonomy ECML The full citation details ... 2006 DBLP  DOI  BibTeX  RDF
1Georgi I. Nalbantov, Jan C. Bioch, Patrick J. F. Groenen Classification with Support Hyperplanes. Search on Bibsonomy ECML The full citation details ... 2006 DBLP  DOI  BibTeX  RDF Large Margin and Instance-based Classifiers, Kernel Methods
1Laurent Candillier, Isabelle Tellier, Fabien Torre, Olivier Bousquet Cascade Evaluation of Clustering Algorithms. Search on Bibsonomy ECML The full citation details ... 2006 DBLP  DOI  BibTeX  RDF
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