Search results for "ECML"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
1	James G. Shanahan, Norbert Roma	Improving SVM Text Classification Performance through Threshold Adjustment.	ECML	2003	DBLP DOI BibTeX RDF
1	Chien Chin Chen, Yao-Tsung Chen, Yeali S. Sun, Meng Chang Chen	Life Cycle Modeling of News Events Using Aging Theory.	ECML	2003	DBLP DOI BibTeX RDF
1	Romain Vinot, François Yvon	Improving Rocchio with Weakly Supervised Clustering.	ECML	2003	DBLP DOI BibTeX RDF
1	Koichi Moriyama, Masayuki Numao	Self-evaluated Learning Agent in Multiple State Games.	ECML	2003	DBLP DOI BibTeX RDF
1	Matti Kääriäinen, Tapio Elomaa	Rademacher Penalization over Decision Tree Prunings.	ECML	2003	DBLP DOI BibTeX RDF
1	César Ferri, Peter A. Flach, José Hernández-Orallo	Improving the AUC of Probabilistic Estimation Trees.	ECML	2003	DBLP DOI BibTeX RDF
1	Damien Ernst, Pierre Geurts, Louis Wehenkel	Iteratively Extending Time Horizon Reinforcement Learning.	ECML	2003	DBLP DOI BibTeX RDF
1	Leo Breiman	Two-Eyed Algorithms and Problems.	ECML	2003	DBLP DOI BibTeX RDF
1	Christos Faloutsos	Next Generation Data Mining Tools: Power Laws and Self-similarity for Graphs, Streams and Traditional Data.	ECML	2003	DBLP DOI BibTeX RDF
1	Yan Liu 0002, Jaime G. Carbonell, Rong Jin 0001	A New Pairwise Ensemble Approach for Text Classification.	ECML	2003	DBLP DOI BibTeX RDF
1	Marko Robnik-Sikonja	Experiments with Cost-Sensitive Feature Evaluation.	ECML	2003	DBLP DOI BibTeX RDF
1	Cynthia A. Thompson, Roger Levy, Christopher D. Manning	A Generative Model for Semantic Role Labeling.	ECML	2003	DBLP DOI BibTeX RDF
1	Jianguo Lee, Jingdong Wang 0001, Changshui Zhang	Color Image Segmentation: Kernel Do the Feature Space.	ECML	2003	DBLP DOI BibTeX RDF
1	Frédéric Koriche, Joël Quinqueton	Robust k-DNF Learning via Inductive Belief Merging.	ECML	2003	DBLP DOI BibTeX RDF
1	Marie-Jeanne Lesot, Florence d'Alché-Buc, George Siolas	Evaluation of Topographic Clustering and Its Kernelization.	ECML	2003	DBLP DOI BibTeX RDF
1	Nada Lavrac, Dragan Gamberger, Ljupco Todorovski, Hendrik Blockeel (eds.)	Machine Learning: ECML 2003, 14th European Conference on Machine Learning, Cavtat-Dubrovnik, Croatia, September 22-26, 2003, Proceedings	ECML	2003	DBLP DOI BibTeX RDF
1	David Kauchak, Charles Elkan	Learning Rules to Improve a Machine Translation System.	ECML	2003	DBLP DOI BibTeX RDF
1	Walter Daelemans, Véronique Hoste, Fien De Meulder, Bart Naudts	Combined Optimization of Feature Selection and Algorithm Parameters in Machine Learning of Language.	ECML	2003	DBLP DOI BibTeX RDF
1	Donald B. Rubin	Taking Causality Seriously: Propensity Score Methodology Applied to Estimate the Effects of Marketing Interventions.	ECML	2003	DBLP DOI BibTeX RDF
1	Khalil Sima'an, Luciano Buratto	Backoff Parameter Estimation for the DOP Model.	ECML	2003	DBLP DOI BibTeX RDF
1	François Coste, Daniel Fredouille	Unambiguous Automata Inference by Means of State-Merging Methods.	ECML	2003	DBLP DOI BibTeX RDF
1	Roberto Santana 0001	A Markov Network Based Factorized Distribution Algorithm for Optimization.	ECML	2003	DBLP DOI BibTeX RDF	FDA, Genetic algorithms, EDA, evolutionary optimization, estimation of distributions
1	César Ferri, José Hernández-Orallo, Miguel A. Salido	Volume under the ROC Surface for Multi-class Problems.	ECML	2003	DBLP DOI BibTeX RDF
1	Pieter Jan't Hoen, Sander M. Bohté	COllective INtelligence with Sequences of Actions - Coordinating Actions in Multi-agent Systems.	ECML	2003	DBLP DOI BibTeX RDF
1	Johannes Fürnkranz, Eyke Hüllermeier	Pairwise Preference Learning and Ranking.	ECML	2003	DBLP DOI BibTeX RDF
1	Ricardo Vilalta, Irina Rish	A Decomposition of Classes via Clustering to Explain and Improve Naive Bayes.	ECML	2003	DBLP DOI BibTeX RDF
1	Yungang Zhang, Changshui Zhang, Shijun Wang	Clustering in Knowledge Embedded Space.	ECML	2003	DBLP DOI BibTeX RDF
1	Nils Weidmann, Eibe Frank, Bernhard Pfahringer	A Two-Level Learning Method for Generalized Multi-instance Problems.	ECML	2003	DBLP DOI BibTeX RDF
1	Pedro F. Campos, Thibault Langlois	Abalearn: A Risk-Sensitive Approach to Self-play Learning in Abalone.	ECML	2003	DBLP DOI BibTeX RDF
1	Ulf Brefeld, Peter Geibel, Fritz Wysotzki	Support Vector Machines with Example Dependent Costs.	ECML	2003	DBLP DOI BibTeX RDF
1	Amaury Habrard, Marc Bernard, Marc Sebban	Improvement of the State Merging Rule on Noisy Data in Probabilistic Grammatical Inference.	ECML	2003	DBLP DOI BibTeX RDF	probabilistic grammatical inference, statistical approaches, noisy data
1	Bohdana Ratitch, Doina Precup	Using MDP Characteristics to Guide Exploration in Reinforcement Learning.	ECML	2003	DBLP DOI BibTeX RDF
1	Pascal Garcia	A New Way to Introduce Knowledge into Reinforcement Learning.	ECML	2003	DBLP DOI BibTeX RDF
1	Jarkko Venna, Samuel Kaski, Jaakko Peltonen	Visualizations for Assessing Convergence and Mixing of MCMC.	ECML	2003	DBLP DOI BibTeX RDF
1	Marc Sebban, Henri-Maxime Suchier	On Boosting Improvement: Error Reduction and Convergence Speed-Up.	ECML	2003	DBLP DOI BibTeX RDF
1	Rinat Khoussainov, Nicholas Kushmerick	Optimising Performance of Competing Search Engines in Heterogeneous Web Environments.	ECML	2003	DBLP DOI BibTeX RDF
1	Paul A. Crook, Gillian Hayes 0001	Could Active Perception Aid Navigation of Partially Observable Grid Worlds?	ECML	2003	DBLP DOI BibTeX RDF
1	Jean-Noël Vittaut, Massih-Reza Amini, Patrick Gallinari	Learning Classification with Both Labeled and Unlabeled Data.	ECML	2002	DBLP DOI BibTeX RDF
1	Matjaz Kukar, Igor Kononenko 0001	Reliable Classifications with Machine Learning.	ECML	2002	DBLP DOI BibTeX RDF
1	Philippe Preux	Propagation of Q-values in Tabular TD(lambda).	ECML	2002	DBLP DOI BibTeX RDF
1	Bikramjit Banerjee, Jing Peng	Convergent Gradient Ascent in General-Sum Games.	ECML	2002	DBLP DOI BibTeX RDF
1	Dan Roth	Reasoning with Classifiers.	ECML	2002	DBLP DOI BibTeX RDF
1	Ulrich Rückert 0002, Stefan Kramer 0001, Luc De Raedt	Phase Transitions and Stochastic Local Search in k-Term DNF Learning.	ECML	2002	DBLP DOI BibTeX RDF
1	Stephen Kwek, Chau Nguyen	iBoost: Boosting Using an i nstance-Based Exponential Weighting Scheme.	ECML	2002	DBLP DOI BibTeX RDF
1	Padhraic Smyth	Learning with Mixture Models: Concepts and Applications.	ECML	2002	DBLP DOI BibTeX RDF
1	Harris Papadopoulos, Kostas Proedrou, Volodya Vovk, Alex Gammerman	Inductive Confidence Machines for Regression.	ECML	2002	DBLP DOI BibTeX RDF
1	Richard Nock, Patrice Lefaucheur	A Robust Boosting Algorithm.	ECML	2002	DBLP DOI BibTeX RDF
1	Susanne Hoche, Stefan Wrobel	Scaling Boosting by Margin-Based Inclusionof Features and Relations.	ECML	2002	DBLP DOI BibTeX RDF
1	Bohdana Ratitch, Doina Precup	Characterizing Markov Decision Processes.	ECML	2002	DBLP DOI BibTeX RDF
1	Franck Thollard, Marc Sebban, Philippe Ézéquel	Boosting Density Function Estimators.	ECML	2002	DBLP DOI BibTeX RDF
1	Tony Kråkenes, Ole Martin Halck	Learning to Play a Highly Complex Game from Human Expert Games.	ECML	2002	DBLP DOI BibTeX RDF
1	Chen-Hsiang Yeang	An Information Geometric Perspective on Active Learning.	ECML	2002	DBLP DOI BibTeX RDF
1	Ole Martin Halck	Using Hard Classifiers to Estimate Conditional Class Probabilities.	ECML	2002	DBLP DOI BibTeX RDF
1	Ljupco Todorovski, Hendrik Blockeel, Saso Dzeroski	Ranking with Predictive Clustering Trees.	ECML	2002	DBLP DOI BibTeX RDF
1	Janne Sinkkonen, Samuel Kaski, Janne Nikkilä	Discriminative Clustering: Optimal Contingency Tables by Learning Metrics.	ECML	2002	DBLP DOI BibTeX RDF
1	Ioannis Tsochantaridis, Thomas Hofmann	Support Vector Machines for Polycategorical Classification.	ECML	2002	DBLP DOI BibTeX RDF
1	Lourdes Peña Castillo, Stefan Wrobel	Macro-Operators in Multirelational Learning: A Search-Space Reduction Technique.	ECML	2002	DBLP DOI BibTeX RDF
1	Dragos D. Margineantu	Class Probability Estimation and Cost-Sensitive Classification Decisions.	ECML	2002	DBLP DOI BibTeX RDF
1	Eyke Hüllermeier	Possibilistic Induction in Decision-Tree Learning.	ECML	2002	DBLP DOI BibTeX RDF
1	Stefan Klink, Armin Hust, Markus Junker 0002, Andreas Dengel 0001	Collaborative Learning of Term-Based Concepts for Automatic Query Expansion.	ECML	2002	DBLP DOI BibTeX RDF
1	Kostas Proedrou, Ilia Nouretdinov, Volodya Vovk, Alex Gammerman	Transductive Confidence Machines for Pattern Recognition.	ECML	2002	DBLP DOI BibTeX RDF
1	Nicholas Kushmerick	Robustness Analyses of Instance-Based Collaborative Recommendation.	ECML	2002	DBLP DOI BibTeX RDF
1	Christopher Kermorvant, Pierre Dupont	Improved Smoothing for Probabilistic Suffix Trees Seen as Variable Order Markov Chains.	ECML	2002	DBLP DOI BibTeX RDF
1	Stephen D. Bay, Daniel G. Shapiro, Pat Langley	Revising Engineering Models: Combining Computational Discovery with Knowledge.	ECML	2002	DBLP DOI BibTeX RDF
1	Grzegorz Góra, Arkadiusz Wojna	RIONA: A Classifier Combining Rule Induction and k-NN Method with Automated Selection of Optimal Neighbourhood.	ECML	2002	DBLP DOI BibTeX RDF
1	Günther Eibl, Karl Peter Pfeiffer	How to Make AdaBoost.M1 Work for Weak Base Classifiers by Changing Only One Line of the Code.	ECML	2002	DBLP DOI BibTeX RDF
1	Bernhard Schölkopf, Jason Weston, Eleazar Eskin, Christina S. Leslie, William Stafford Noble	A Kernel Approach for Learning from almost Orthogonal Patterns.	ECML	2002	DBLP DOI BibTeX RDF
1	Harlan D. Harris	Evidence that Incremental Delta-Bar-Delta Is an Attribute-Efficient Linear Learner.	ECML	2002	DBLP DOI BibTeX RDF
1	Honghua Dai 0001, Gang Li 0009, Yiqing Tu	An Empirical Study of Encoding Schemes and Search Strategies in Discovering Causal Networks.	ECML	2002	DBLP DOI BibTeX RDF
1	Mario Martín	On-Line Support Vector Machine Regression.	ECML	2002	DBLP DOI BibTeX RDF
1	Yaakov Engel, Shie Mannor, Ron Meir	Sparse Online Greedy Support Vector Regression.	ECML	2002	DBLP DOI BibTeX RDF
1	Ishai Menache, Shie Mannor, Nahum Shimkin	Q-Cut - Dynamic Discovery of Sub-goals in Reinforcement Learning.	ECML	2002	DBLP DOI BibTeX RDF
1	Santiago Ontañón, Enric Plaza	Case Exchange Strategies in Multiagent Learning.	ECML	2002	DBLP DOI BibTeX RDF	Cooperative CBR, Multiagent CBR, Collaboration Policies, Multiagent Learning, Bartering
1	Wray L. Buntine	Variational Extensions to EM and Multinomial PCA.	ECML	2002	DBLP DOI BibTeX RDF
1	Katharina Morik, Stefan Rüping 0001	A Multistrategy Approach to the Classification of Phases in Business Cycles.	ECML	2002	DBLP DOI BibTeX RDF
1	Xavier Carreras, Lluís Màrquez, Vasin Punyakanok, Dan Roth	Learning and Inference for Clause Identification.	ECML	2002	DBLP DOI BibTeX RDF
1	Erkki Oja	Finding Hidden Factors Using Independent Component Analysis.	ECML	2002	DBLP DOI BibTeX RDF
1	Philip Derbeko, Ran El-Yaniv, Ron Meir	Variance Optimized Bagging.	ECML	2002	DBLP DOI BibTeX RDF
1	Tapio Elomaa, Heikki Mannila, Hannu Toivonen (eds.)	Machine Learning: ECML 2002, 13th European Conference on Machine Learning, Helsinki, Finland, August 19-23, 2002, Proceedings	ECML	2002	DBLP DOI BibTeX RDF
1	Geoffrey Holmes 0001, Bernhard Pfahringer, Richard Kirkby, Eibe Frank, Mark A. Hall	Multiclass Alternating Decision Trees.	ECML	2002	DBLP DOI BibTeX RDF
1	Johannes Fürnkranz	Pairwise Classification as an Ensemble Technique.	ECML	2002	DBLP DOI BibTeX RDF
1	Marcus-Christopher Ludl, Gerhard Widmer	Towards a Simple Clustering Criterion Based on Minimum Length Encoding.	ECML	2002	DBLP DOI BibTeX RDF
1	Bernard Zenko, Saso Dzeroski	Stacking with an Extended Set of Meta-level Attributes and MLR.	ECML	2002	DBLP DOI BibTeX RDF
1	Kevin B. Korb, Lucas R. Hope, Michelle J. Hughes	The Evaluation of Predictive Learners: Some Theoretical and Empirical Results.	ECML	2001	DBLP DOI BibTeX RDF	information reward, machine learning, Evaluation, predictive accuracy, scoring rules, Kullback-Leibler distance
1	Jason H. Moore, Joel S. Parker, Lance W. Hahn	Symbolic Discriminant Analysis for Mining Gene Expression Patterns.	ECML	2001	DBLP DOI BibTeX RDF
1	Baohua Gu, Bing Liu 0001, Feifang Hu, Huan Liu	Efficiently Determining the Starting Sample Size for Progressive Sampling.	ECML	2001	DBLP DOI BibTeX RDF
1	Dorian Suc, Ivan Bratko	Induction of Qualitative Trees.	ECML	2001	DBLP DOI BibTeX RDF
1	Achim G. Hoffmann, Rex Bing Hung Kwok, Paul Compton	Using Subclasses to Improve Classification Learning.	ECML	2001	DBLP DOI BibTeX RDF
1	Gerhard Widmer	The Musical Expression Project: A Challenge for Machine Learning and Knowledge Discovery.	ECML	2001	DBLP DOI BibTeX RDF
1	Thomas Melluish, Craig Saunders, Ilia Nouretdinov, Volodya Vovk	Comparing the Bayes and Typicalness Frameworks.	ECML	2001	DBLP DOI BibTeX RDF
1	Ricardo Vilalta, Mark Brodie, Daniel Oblinger, Irina Rish	A Unified Framework for Evaluation Metrics in Classification Using Decision Trees.	ECML	2001	DBLP DOI BibTeX RDF
1	Kurt Driessens, Jan Ramon, Hendrik Blockeel	Speeding Up Relational Reinforcement Learning through the Use of an Incremental First Order Decision Tree Learner.	ECML	2001	DBLP DOI BibTeX RDF
1	Lionel Martin, Frédéric Moal	A Language-Based Similarity Measure.	ECML	2001	DBLP DOI BibTeX RDF
1	Martin Lauer	A Mixture Approach to Novelty Detection Using Training Data with Outliers.	ECML	2001	DBLP DOI BibTeX RDF
1	Carlos Eduardo Mariano, Eduardo F. Morales 0001	DQL: A New Updating Strategy for Reinforcement Learning Based on Q-Learning.	ECML	2001	DBLP DOI BibTeX RDF
1	Ran El-Yaniv, Oren Souroujon	Iterative Double Clustering for Unsupervised and Semi-supervised Learning.	ECML	2001	DBLP DOI BibTeX RDF
1	Branko Kavsek, Nada Lavrac, Anuska Ferligoj	Consensus Decision Trees: Using Consensus Hierarchical Clustering for Data Relabelling and Reduction.	ECML	2001	DBLP DOI BibTeX RDF
1	Jean-Gabriel Ganascia	Extraction of Recurrent Patterns from Stratified Ordered Trees.	ECML	2001	DBLP DOI BibTeX RDF
1	Tapio Elomaa, Matti Kääriäinen	On the Practice of Branching Program Boosting.	ECML	2001	DBLP DOI BibTeX RDF
1	Marcus Hutter	Towards a Universal Theory of Artificial Intelligence Based on Algorithmic Probability and Sequential Decisions.	ECML	2001	DBLP DOI BibTeX RDF

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