Search results for "ECML"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
1	Min Sub Kim, William T. B. Uther	Patching Approximate Solutions in Reinforcement Learning.	ECML	2006	DBLP DOI BibTeX RDF
1	William Elazmeh, Nathalie Japkowicz, Stan Matwin	Evaluating Misclassifications in Imbalanced Data.	ECML	2006	DBLP DOI BibTeX RDF
1	Raquel Fuentetaja 0001, Daniel Borrajo	Improving Control-Knowledge Acquisition for Planning by Active Learning.	ECML	2006	DBLP DOI BibTeX RDF
1	Michael Carney, Padraig Cunningham	Making Good Probability Estimates for Regression.	ECML	2006	DBLP DOI BibTeX RDF
1	Sébastien Jodogne, Justus H. Piater	Task-Driven Discretization of the Joint Space of Visual Percepts and Continuous Actions.	ECML	2006	DBLP DOI BibTeX RDF
1	Corneliu Henegar, Karine Clément, Jean-Daniel Zucker	Unsupervised Multiple-Instance Learning for Functional Profiling of Genomic Data.	ECML	2006	DBLP DOI BibTeX RDF
1	Christine Körner, Stefan Wrobel	Multi-class Ensemble-Based Active Learning.	ECML	2006	DBLP DOI BibTeX RDF
1	Juan Carlos Cuevas-Tello, Peter Tiño, Somak Raychaudhury	A Kernel-Based Approach to Estimating Phase Shifts Between Irregularly Sampled Time Series: An Application to Gravitational Lenses.	ECML	2006	DBLP DOI BibTeX RDF	time-series, regression, Kernel methods
1	Lisa Torrey, Jude W. Shavlik, Trevor Walker, Richard Maclin	Skill Acquisition Via Transfer Learning and Advice Taking.	ECML	2006	DBLP DOI BibTeX RDF
1	Quoc V. Le, Alexander J. Smola, Thomas Gärtner 0001, Yasemin Altun	Transductive Gaussian Process Regression with Automatic Model Selection.	ECML	2006	DBLP DOI BibTeX RDF
1	Jun Xu 0001, Yunbo Cao, Hang Li 0001, Yalou Huang	Cost-Sensitive Learning of SVM for Ranking.	ECML	2006	DBLP DOI BibTeX RDF
1	Byron J. Gao, Martin Ester	Right of Inference: Nearest Rectangle Learning Revisited.	ECML	2006	DBLP DOI BibTeX RDF
1	Ying 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.	ECML	2006	DBLP DOI BibTeX RDF
1	Martin Nyffenegger, Jean-Cédric Chappelier, Éric Gaussier	Revisiting Fisher Kernels for Document Similarities.	ECML	2006	DBLP DOI BibTeX RDF
1	Ivor W. Tsang, András Kocsor, James T. Kwok	Diversified SVM Ensembles for Large Data Sets.	ECML	2006	DBLP DOI BibTeX RDF
1	Laurent Candillier, Isabelle Tellier, Fabien Torre, Olivier Bousquet	Cascade Evaluation of Clustering Algorithms.	ECML	2006	DBLP DOI BibTeX RDF
1	Will Bridewell, Pat Langley, Steve Racunas, Stuart R. Borrett	Learning Process Models with Missing Data.	ECML	2006	DBLP DOI BibTeX RDF
1	Gisele L. Pappa, Alex Alves Freitas	Automatically Evolving Rule Induction Algorithms.	ECML	2006	DBLP DOI BibTeX RDF
1	Suvrit Sra	Efficient Large Scale Linear Programming Support Vector Machines.	ECML	2006	DBLP DOI BibTeX RDF
1	Martin Mozina, Janez Demsar, Jure Zabkar, Ivan Bratko	Why Is Rule Learning Optimistic and How to Correct It.	ECML	2006	DBLP DOI BibTeX RDF
1	Dominic Mazzoni, Kiri Wagstaff, Michael C. Burl	Active Learning with Irrelevant Examples.	ECML	2006	DBLP DOI BibTeX RDF
1	Peter Geibel	Reinforcement Learning for MDPs with Constraints.	ECML	2006	DBLP DOI BibTeX RDF
1	Tony Jebara, Vlad Shchogolev	B-Matching for Spectral Clustering.	ECML	2006	DBLP DOI BibTeX RDF
1	Massih-Reza Amini, Nicolas Usunier, François Laviolette, Alexandre Lacasse, Patrick Gallinari	A Selective Sampling Strategy for Label Ranking.	ECML	2006	DBLP DOI BibTeX RDF
1	Jan Struyf, Jesse Davis, C. David Page Jr.	An Efficient Approximation to Lookahead in Relational Learners.	ECML	2006	DBLP DOI BibTeX RDF
1	Bernd Gutmann, Kristian Kersting	TildeCRF: Conditional Random Fields for Logical Sequences.	ECML	2006	DBLP DOI BibTeX RDF
1	Derek Greene, Padraig Cunningham	Efficient Prediction-Based Validation for Document Clustering.	ECML	2006	DBLP DOI BibTeX RDF
1	Shipeng Yu, Kai Yu 0001, Volker Tresp, Hans-Peter Kriegel	Variational Bayesian Dirichlet-Multinomial Allocation for Exponential Family Mixtures.	ECML	2006	DBLP DOI BibTeX RDF
1	Rasa Jurgelenaite, Tom Heskes	EM Algorithm for Symmetric Causal Independence Models.	ECML	2006	DBLP DOI BibTeX RDF
1	Alexander N. Dolia, Tijl De Bie, Christopher J. Harris 0001, John Shawe-Taylor, D. M. Titterington	The Minimum Volume Covering Ellipsoid Estimation in Kernel-Defined Feature Spaces.	ECML	2006	DBLP DOI BibTeX RDF
1	Martin Scholz	Boosting in PN Spaces.	ECML	2006	DBLP DOI BibTeX RDF
1	Jason V. Davis, Jungwoo Ha, Christopher J. Rossbach, Hany E. Ramadan, Emmett Witchel	Cost-Sensitive Decision Tree Learning for Forensic Classification.	ECML	2006	DBLP DOI BibTeX RDF
1	Christopher H. Bryant, Daniel Fredouille, Alex Wilson, Channa K. Jayawickreme, Steven Jupe, Simon Topp	Pertinent Background Knowledge for Learning Protein Grammars.	ECML	2006	DBLP DOI BibTeX RDF
1	Guy Shani, Ronen I. Brafman, Solomon Eyal Shimony	Prioritizing Point-Based POMDP Solvers.	ECML	2006	DBLP DOI BibTeX RDF
1	Ricard Gavaldà, Philipp W. Keller, Joelle Pineau, Doina Precup	PAC-Learning of Markov Models with Hidden State.	ECML	2006	DBLP DOI BibTeX RDF
1	Ron Bekkerman, Mehran Sahami, Erik G. Learned-Miller	Combinatorial Markov Random Fields.	ECML	2006	DBLP DOI BibTeX RDF
1	David Grangier, Florent Monay, Samy Bengio	A Discriminative Approach for the Retrieval of Images from Text Queries.	ECML	2006	DBLP DOI BibTeX RDF
1	Nathaniel John King, Neil D. Lawrence	Fast Variational Inference for Gaussian Process Models Through KL-Correction.	ECML	2006	DBLP DOI BibTeX RDF
1	Gerald Tesauro, Nicholas K. Jong, Rajarshi Das, Mohamed N. Bennani	Improvement of Systems Management Policies Using Hybrid Reinforcement Learning.	ECML	2006	DBLP DOI BibTeX RDF
1	Tobias Pfingsten	Bayesian Active Learning for Sensitivity Analysis.	ECML	2006	DBLP DOI BibTeX RDF
1	Aleks Jakulin, Irina Rish	Bayesian Learning of Markov Network Structure.	ECML	2006	DBLP DOI BibTeX RDF
1	Georgi I. Nalbantov, Jan C. Bioch, Patrick J. F. Groenen	Classification with Support Hyperplanes.	ECML	2006	DBLP DOI BibTeX RDF	Large Margin and Instance-based Classifiers, Kernel Methods
1	John Burge, Terran Lane	Improving Bayesian Network Structure Search with Random Variable Aggregation Hierarchies.	ECML	2006	DBLP DOI BibTeX RDF	Bayesian network structure search hierarchy fMRI
1	Jérôme Callut, Pierre Dupont	Sequence Discrimination Using Phase-Type Distributions.	ECML	2006	DBLP DOI BibTeX RDF	Supervised sequence classification, Markov chains, Expectation-Maximization, First passage times, Jensen-Shannon divergence
1	Bojun Yan, Carlotta Domeniconi	Subspace Metric Ensembles for Semi-supervised Clustering of High Dimensional Data.	ECML	2006	DBLP DOI BibTeX RDF
1	Sébastien Jodogne, Cyril Briquet, Justus H. Piater	Approximate Policy Iteration for Closed-Loop Learning of Visual Tasks.	ECML	2006	DBLP DOI BibTeX RDF
1	Johannes Fürnkranz, Tobias Scheffer, Myra Spiliopoulou (eds.)	Machine Learning: ECML 2006, 17th European Conference on Machine Learning, Berlin, Germany, September 18-22, 2006, Proceedings	ECML	2006	DBLP DOI BibTeX RDF
1	Roland Nilsson, José M. Peña 0001, Johan Björkegren, Jesper Tegnér	Evaluating Feature Selection for SVMs in High Dimensions.	ECML	2006	DBLP DOI BibTeX RDF
1	Shiming Xiang, Feiping Nie 0001, Changshui Zhang, Chunxia Zhang 0001	Spline Embedding for Nonlinear Dimensionality Reduction.	ECML	2006	DBLP DOI BibTeX RDF
1	Levente Kocsis, Csaba Szepesvári	Bandit Based Monte-Carlo Planning.	ECML	2006	DBLP DOI BibTeX RDF
1	Kee Siong Ng	(Agnostic) PAC Learning Concepts in Higher-Order Logic.	ECML	2006	DBLP DOI BibTeX RDF
1	Stefan Rüping 0001	Robust Probabilistic Calibration.	ECML	2006	DBLP DOI BibTeX RDF
1	Jussi Kollin, Mikko Koivisto	Bayesian Learning with Mixtures of Trees.	ECML	2006	DBLP DOI BibTeX RDF
1	Hyunjung Shin, N. Jeremy Hill, Gunnar Rätsch	Graph Based Semi-supervised Learning with Sharper Edges.	ECML	2006	DBLP DOI BibTeX RDF
1	Trevor Cohn	Efficient Inference in Large Conditional Random Fields.	ECML	2006	DBLP DOI BibTeX RDF
1	Dan Roth, Kevin Small	Margin-Based Active Learning for Structured Output Spaces.	ECML	2006	DBLP DOI BibTeX RDF
1	Péter Schönhofen, András A. Benczúr	Exploiting Extremely Rare Features in Text Categorization.	ECML	2006	DBLP DOI BibTeX RDF
1	Dragomir Yankov, Dennis DeCoste, Eamonn J. Keogh	Ensembles of Nearest Neighbor Forecasts.	ECML	2006	DBLP DOI BibTeX RDF
1	Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham	Dynamic Integration with Random Forests.	ECML	2006	DBLP DOI BibTeX RDF
1	Antonio D. Chiaravalloti, Gianluigi Greco, Antonella Guzzo, Luigi Pontieri	An Information-Theoretic Framework for High-Order Co-clustering of Heterogeneous Objects.	ECML	2006	DBLP DOI BibTeX RDF	Mutual Information, Co-clustering, Heterogeneous Data
1	Gerald DeJong	Toward Robust Real-World Inference: A New Perspective on Explanation-Based Learning.	ECML	2006	DBLP DOI BibTeX RDF
1	Alexander Clark, Christophe Costa Florêncio, Chris Watkins	Languages as Hyperplanes: Grammatical Inference with String Kernels.	ECML	2006	DBLP DOI BibTeX RDF
1	Martin A. Riedmiller	Neural Fitted Q Iteration - First Experiences with a Data Efficient Neural Reinforcement Learning Method.	ECML	2005	DBLP DOI BibTeX RDF
1	Aloak Kapoor, Russell Greiner	Learning and Classifying Under Hard Budgets.	ECML	2005	DBLP DOI BibTeX RDF
1	Hendrik Skubch, Michael Thielscher	Strategy Learning for Reasoning Agents.	ECML	2005	DBLP DOI BibTeX RDF
1	Jesús Cerquides, Ramón López de Mántaras	Robust Bayesian Linear Classifier Ensembles.	ECML	2005	DBLP DOI BibTeX RDF
1	Xuan Hieu Phan, Minh Le Nguyen 0001, Susumu Horiguchi, Tu Bao Ho, Yasushi Inoguchi	Classification with Maximum Entropy Modeling of Predictive Association Rules.	ECML	2005	DBLP DOI BibTeX RDF
1	Wolf Kienzle, Bernhard Schölkopf	Training Support Vector Machines with Multiple Equality Constraints.	ECML	2005	DBLP DOI BibTeX RDF
1	João Gama 0001, Rui Camacho, Pavel Brazdil, Alípio Jorge, Luís Torgo (eds.)	Machine Learning: ECML 2005, 16th European Conference on Machine Learning, Porto, Portugal, October 3-7, 2005, Proceedings	ECML	2005	DBLP DOI BibTeX RDF
1	Tapio Elomaa, Jussi Kujala, Juho Rousu	Approximation Algorithms for Minimizing Empirical Error by Axis-Parallel Hyperplanes.	ECML	2005	DBLP DOI BibTeX RDF
1	Ingo Mierswa, Michael Wurst	Efficient Case Based Feature Construction.	ECML	2005	DBLP DOI BibTeX RDF
1	Surendra K. Singhi, Huan Liu 0001	Error-Sensitive Grading for Model Combination.	ECML	2005	DBLP DOI BibTeX RDF
1	Joannès Vermorel, Mehryar Mohri	Multi-armed Bandit Algorithms and Empirical Evaluation.	ECML	2005	DBLP DOI BibTeX RDF
1	Shiau Hong Lim, Gerald DeJong	Towards Finite-Sample Convergence of Direct Reinforcement Learning.	ECML	2005	DBLP DOI BibTeX RDF
1	Fang Wang, Yuhui Qiu	Multimodal Function Optimizing by a New Hybrid Nonlinear Simplex Search and Particle Swarm Algorithm.	ECML	2005	DBLP DOI BibTeX RDF
1	Ali Hamzeh, Adel Rahmani	An Evolutionary Function Approximation Approach to Compute Prediction in XCSF.	ECML	2005	DBLP DOI BibTeX RDF
1	Yuk Lai Suen, Prem Melville, Raymond J. Mooney	Combining Bias and Variance Reduction Techniques for Regression Trees.	ECML	2005	DBLP DOI BibTeX RDF
1	Masoumeh T. Izadi, Doina Precup	Using Rewards for Belief State Updates in Partially Observable Markov Decision Processes.	ECML	2005	DBLP DOI BibTeX RDF
1	Stefan Raeymaekers, Maurice Bruynooghe, Jan Van den Bussche	Learning (k, l)-Contextual Tree Languages for Information Extraction.	ECML	2005	DBLP DOI BibTeX RDF
1	Shengli Sheng, Charles X. Ling, Qiang Yang 0001	Simple Test Strategies for Cost-Sensitive Decision Trees.	ECML	2005	DBLP DOI BibTeX RDF
1	Olcay Taner Yildiz, Ethem Alpaydin	Model Selection in Omnivariate Decision Trees.	ECML	2005	DBLP DOI BibTeX RDF
1	Liviu Badea	Clustering and Metaclustering with Nonnegative Matrix Decompositions.	ECML	2005	DBLP DOI BibTeX RDF
1	Guy Shani, Ronen I. Brafman, Solomon Eyal Shimony	Model-Based Online Learning of POMDPs.	ECML	2005	DBLP DOI BibTeX RDF
1	Xiaoli Li 0001, Bing Liu 0001	Learning from Positive and Unlabeled Examples with Different Data Distributions.	ECML	2005	DBLP DOI BibTeX RDF
1	Christian Bessiere, Remi Coletta, Frédéric Koriche, Barry O'Sullivan	A SAT-Based Version Space Algorithm for Acquiring Constraint Satisfaction Problems.	ECML	2005	DBLP DOI BibTeX RDF
1	Ulf Brefeld, Christoph Büscher, Tobias Scheffer	Multi-view Discriminative Sequential Learning.	ECML	2005	DBLP DOI BibTeX RDF
1	Kari Torkkola, Eugene Tuv	Ensemble Learning with Supervised Kernels.	ECML	2005	DBLP DOI BibTeX RDF
1	Lisa Torrey, Trevor Walker, Jude W. Shavlik, Richard Maclin	Using Advice to Transfer Knowledge Acquired in One Reinforcement Learning Task to Another.	ECML	2005	DBLP DOI BibTeX RDF
1	Shijun Wang, Changshui Zhang	Network Game and Boosting.	ECML	2005	DBLP DOI BibTeX RDF
1	Fletcher Lu, J. Efrim Boritz	Detecting Fraud in Health Insurance Data: Learning to Model Incomplete Benford's Law Distributions.	ECML	2005	DBLP DOI BibTeX RDF
1	Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro, Floriana Esposito	On the LearnAbility of Abstraction Theories from Observations for Relational Learning.	ECML	2005	DBLP DOI BibTeX RDF
1	François Laviolette, Mario Marchand, Mohak Shah	Margin-Sparsity Trade-Off for the Set Covering Machine.	ECML	2005	DBLP DOI BibTeX RDF
1	Steffen Bickel, Tobias Scheffer	Estimation of Mixture Models Using Co-EM.	ECML	2005	DBLP DOI BibTeX RDF
1	George Forman	Counting Positives Accurately Despite Inaccurate Classification.	ECML	2005	DBLP DOI BibTeX RDF
1	Barnabás Póczos, Bálint Takács, András Lörincz	Independent Subspace Analysis on Innovations.	ECML	2005	DBLP DOI BibTeX RDF
1	Ronan Trepos, Ansaf Salleb, Marie-Odile Cordier, Véronique Masson, Chantal Gascuel	A Distance-Based Approach for Action Recommendation.	ECML	2005	DBLP DOI BibTeX RDF
1	Daniel Oblinger, Vittorio Castelli, Tessa A. Lau, Lawrence D. Bergman	Similarity-Based Alignment and Generalization.	ECML	2005	DBLP DOI BibTeX RDF
1	Irene M. Ong, Inês de Castro Dutra, David Page, Vítor Santos Costa	Mode Directed Path Finding.	ECML	2005	DBLP DOI BibTeX RDF
1	Siwei Lyu	A Kernel Between Unordered Sets of Data: The Gaussian Mixture Approach.	ECML	2005	DBLP DOI BibTeX RDF
1	Prem Melville, Stewart M. Yang, Maytal Saar-Tsechansky, Raymond J. Mooney	Active Learning for Probability Estimation Using Jensen-Shannon Divergence.	ECML	2005	DBLP DOI BibTeX RDF

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