Search results for "ECML"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
1	Carsten Riggelsen	MCMC Learning of Bayesian Network Models by Markov Blanket Decomposition.	ECML	2005	DBLP DOI BibTeX RDF
1	Iris Hendrickx, Antal van den Bosch	Hybrid Algorithms with Instance-Based Classification.	ECML	2005	DBLP DOI BibTeX RDF
1	Ricardo Rocha 0001, Nuno A. Fonseca, Vítor Santos Costa	On Applying Tabling to Inductive Logic Programming.	ECML	2005	DBLP DOI BibTeX RDF
1	Jérôme Callut, Pierre Dupont	Inducing Hidden Markov Models to Model Long-Term Dependencies.	ECML	2005	DBLP DOI BibTeX RDF	HMM topology induction, Partially observable Markov models, Mean first passage times, Lumped Markov process, State splitting algorithm
1	Sergio Jiménez Celorrio, Fernando Fernández 0001, Daniel Borrajo	Machine Learning of Plan Robustness Knowledge About Instances.	ECML	2005	DBLP DOI BibTeX RDF
1	Tao Li 0001, Wei Peng 0001	A Clustering Model Based on Matrix Approximation with Applications to Cluster System Log Files.	ECML	2005	DBLP DOI BibTeX RDF
1	Jarkko Salojärvi, Kai Puolamäki, Samuel Kaski	On Discriminative Joint Density Modeling.	ECML	2005	DBLP DOI BibTeX RDF
1	Antoine Bordes, Léon Bottou	The Huller: A Simple and Efficient Online SVM.	ECML	2005	DBLP DOI BibTeX RDF
1	Jan Peters 0001, Sethu Vijayakumar, Stefan Schaal	Natural Actor-Critic.	ECML	2005	DBLP DOI BibTeX RDF
1	Arnaud Lallouet, Andrei Legtchenko	Two Contributions of Constraint Programming to Machine Learning.	ECML	2005	DBLP DOI BibTeX RDF
1	Matthew Brand	Nonrigid Embeddings for Dimensionality Reduction.	ECML	2005	DBLP DOI BibTeX RDF
1	Ramunas Girdziusas, Jorma Laaksonen	Optimal Stopping and Constraints for Diffusion Models of Signals with Discontinuities.	ECML	2005	DBLP DOI BibTeX RDF
1	Petroula Tsampouka, John Shawe-Taylor	Analysis of Generic Perceptron-Like Large Margin Classifiers.	ECML	2005	DBLP DOI BibTeX RDF
1	Arkady Epshteyn, Gerald DeJong	Rotational Prior Knowledge for SVMs.	ECML	2005	DBLP DOI BibTeX RDF
1	Steffen Bickel, Peter Haider, Tobias Scheffer	Learning to Complete Sentences.	ECML	2005	DBLP DOI BibTeX RDF
1	Richard Nock, Frank Nielsen	Fitting the Smallest Enclosing Bregman Ball.	ECML	2005	DBLP DOI BibTeX RDF
1		Learning Models of Relational Stochastic Processes.	ECML	2005	DBLP DOI BibTeX RDF
1	Robin Jaulmes, Joelle Pineau, Doina Precup	Active Learning in Partially Observable Markov Decision Processes.	ECML	2005	DBLP DOI BibTeX RDF
1	JaeMo Sung, Sung Yang Bang, Seungjin Choi, Zoubin Ghahramani	U-Likelihood and U-Updating Algorithms: Statistical Inference in Latent Variable Models.	ECML	2005	DBLP DOI BibTeX RDF
1	Joaquim F. Pinto da Costa, Jaime S. Cardoso 0001	Classification of Ordinal Data Using Neural Networks.	ECML	2005	DBLP DOI BibTeX RDF
1	Chris H. Q. Ding, Xiaofeng He, Horst D. Simon	Nonnegative Lagrangian Relaxation of K-Means and Spectral Clustering.	ECML	2005	DBLP DOI BibTeX RDF
1	Gang Wang 0004, Zhihua Zhang, Frederick H. Lochovsky	Annealed Discriminant Analysis.	ECML	2005	DBLP DOI BibTeX RDF
1	Daniel Szer, François Charpillet	An Optimal Best-First Search Algorithm for Solving Infinite Horizon DEC-POMDPs.	ECML	2005	DBLP DOI BibTeX RDF
1	Daan Fierens, Jan Ramon, Hendrik Blockeel, Maurice Bruynooghe	A Comparison of Approaches for Learning Probability Trees.	ECML	2005	DBLP DOI BibTeX RDF
1	Jesse Davis, Elizabeth S. Burnside, Inês de Castro Dutra, David Page, Vítor Santos Costa	An Integrated Approach to Learning Bayesian Networks of Rules.	ECML	2005	DBLP DOI BibTeX RDF
1	François Coste, Goulven Kerbellec	A Similar Fragments Merging Approach to Learn Automata on Proteins.	ECML	2005	DBLP DOI BibTeX RDF
1	George Forman, Ira Cohen	Beware the Null Hypothesis: Critical Value Tables for Evaluating Classifiers.	ECML	2005	DBLP DOI BibTeX RDF
1	Vincent Guigue, Alain Rakotomamonjy, Stéphane Canu	Kernel Basis Pursuit.	ECML	2005	DBLP DOI BibTeX RDF
1	Marie desJardins, Priyang Rathod, Lise Getoor	Bayesian Network Learning with Abstraction Hierarchies and Context-Specific Independence.	ECML	2005	DBLP DOI BibTeX RDF
1	Oleg Okun, Helen Priisalu, Alexessander Alves	Fast Non-negative Dimensionality Reduction for Protein Fold Recognition.	ECML	2005	DBLP DOI BibTeX RDF
1	Chris Drummond, Robert C. Holte	Severe Class Imbalance: Why Better Algorithms Aren't the Answer.	ECML	2005	DBLP DOI BibTeX RDF
1	Hans van Kuilenburg, Marco A. Wiering, Marten den Uyl	A Model Based Method for Automatic Facial Expression Recognition.	ECML	2005	DBLP DOI BibTeX RDF
1	Isabel Drost, Tobias Scheffer	Thwarting the Nigritude Ultramarine: Learning to Identify Link Spam.	ECML	2005	DBLP DOI BibTeX RDF
1	Detlef Prescher	Inducing Head-Driven PCFGs with Latent Heads: Refining a Tree-Bank Grammar for Parsing.	ECML	2005	DBLP DOI BibTeX RDF
1	Hsuan-Tien Lin, Ling Li	Infinite Ensemble Learning with Support Vector Machines.	ECML	2005	DBLP DOI BibTeX RDF
1	Marko Robnik-Sikonja	Improving Random Forests.	ECML	2004	DBLP DOI BibTeX RDF
1	Pieter Jan't Hoen, Karl Tuyls	Analyzing Multi-agent Reinforcement Learning Using Evolutionary Dynamics.	ECML	2004	DBLP DOI BibTeX RDF
1	Predrag Radivojac, Zoran Obradovic, A. Keith Dunker, Slobodan Vucetic	Feature Selection Filters Based on the Permutation Test.	ECML	2004	DBLP DOI BibTeX RDF
1	Jean-François Boulicaut, Floriana Esposito, Fosca Giannotti, Dino Pedreschi (eds.)	Machine Learning: ECML 2004, 15th European Conference on Machine Learning, Pisa, Italy, September 20-24, 2004, Proceedings	ECML	2004	DBLP DOI BibTeX RDF
1	Xiaoyun Wu, Rohini K. Srihari, Zhaohui Zheng	Document Representation for One-Class SVM.	ECML	2004	DBLP DOI BibTeX RDF
1	Bryan Klimt, Yiming Yang	The Enron Corpus: A New Dataset for Email Classification Research.	ECML	2004	DBLP DOI BibTeX RDF
1	Kai Ming Ting	Matching Model Versus Single Model: A Study of the Requirement to Match Class Distribution Using Decision Trees.	ECML	2004	DBLP DOI BibTeX RDF
1	Bernhard Hengst	Model Approximation for HEXQ Hierarchical Reinforcement Learning.	ECML	2004	DBLP DOI BibTeX RDF
1	Satoshi Oyama, Christopher D. Manning	Using Feature Conjunctions Across Examples for Learning Pairwise Classifiers.	ECML	2004	DBLP DOI BibTeX RDF
1	Dimitris Achlioptas	Random Matrices in Data Analysis.	ECML	2004	DBLP DOI BibTeX RDF
1	Grigorios Tsoumakas, Ioannis Katakis 0001, Ioannis P. Vlahavas	Effective Voting of Heterogeneous Classifiers.	ECML	2004	DBLP DOI BibTeX RDF
1	Matteo Gagliolo, Viktor Zhumatiy, Jürgen Schmidhuber	Adaptive Online Time Allocation to Search Algorithms.	ECML	2004	DBLP DOI BibTeX RDF
1	Tobias Jung 0001, Thomas Uthmann	Experiments in Value Function Approximation with Sparse Support Vector Regression.	ECML	2004	DBLP DOI BibTeX RDF
1	Harry Zhang, Jiang Su	Naive Bayesian Classifiers for Ranking.	ECML	2004	DBLP DOI BibTeX RDF
1	Zhi-Hua Zhou, Ke-Jia Chen 0001, Yuan Jiang 0001	Exploiting Unlabeled Data in Content-Based Image Retrieval.	ECML	2004	DBLP DOI BibTeX RDF
1	Kenny Qili Zhu, Ziwei Liu 0001	Population Diversity in Permutation-Based Genetic Algorithm.	ECML	2004	DBLP DOI BibTeX RDF
1	Marco Saerens, François Fouss, Luh Yen, Pierre Dupont	The Principal Components Analysis of a Graph, and Its Relationships to Spectral Clustering.	ECML	2004	DBLP DOI BibTeX RDF
1	Isabelle Alvarez	Sensitivity Analysis of the Result in Binary Decision Trees.	ECML	2004	DBLP DOI BibTeX RDF
1	Xiang Zhang, Bernd Kuhlenkötter, Klaus Kneupner	An Intelligent Model for the Signorini Contact Problem in Belt Grinding Processes.	ECML	2004	DBLP DOI BibTeX RDF
1	Albrecht Zimmermann, Luc De Raedt	Cluster-Grouping: From Subgroup Discovery to Clustering.	ECML	2004	DBLP DOI BibTeX RDF	correlated pattern mining, clustering, subgroup discovery
1	Avi Bab, Ronen I. Brafman	An Experimental Study of Different Approaches to Reinforcement Learning in Common Interest Stochastic Games.	ECML	2004	DBLP DOI BibTeX RDF
1	Lihong Li 0001, Vadim Bulitko, Russell Greiner	Batch Reinforcement Learning with State Importance.	ECML	2004	DBLP DOI BibTeX RDF
1	Jangmin O, Jae Won Lee, Jongwoo Lee, Byoung-Tak Zhang	Dynamic Asset Allocation Exploiting Predictors in Reinforcement Learning Framework.	ECML	2004	DBLP DOI BibTeX RDF
1	David J. Hand	Strength in Diversity: The Advance of Data Analysis.	ECML	2004	DBLP DOI BibTeX RDF
1	Jan Poland	Explicit Local Models: Towards "Optimal" Optimization Algorithms.	ECML	2004	DBLP DOI BibTeX RDF
1	Shiliang Sun, Changshui Zhang, Guoqiang Yu, Naijiang Lu, Fei Xiao	Bayesian Network Methods for Traffic Flow Forecasting with Incomplete Data.	ECML	2004	DBLP DOI BibTeX RDF
1	Pedro M. Domingos	Real-World Learning with Markov Logic Networks.	ECML	2004	DBLP DOI BibTeX RDF
1	Dorian Suc, Ivan Bratko, Claude Sammut	Learning to Fly Simple and Robust.	ECML	2004	DBLP DOI BibTeX RDF
1	Peter Auer, Ronald Ortner	A Boosting Approach to Multiple Instance Learning.	ECML	2004	DBLP DOI BibTeX RDF
1	Toshihiro Kamishima, Hideto Kazawa, Shotaro Akaho	Estimating Attributed Central Orders: An Empirical Comparison.	ECML	2004	DBLP DOI BibTeX RDF
1	Tony Lindgren	Methods for Rule Conflict Resolution.	ECML	2004	DBLP DOI BibTeX RDF
1	Nicola Fanizzi, Luigi Iannone, Ignazio Palmisano, Giovanni Semeraro	Concept Formation in Expressive Description Logics.	ECML	2004	DBLP DOI BibTeX RDF
1	Douglas Aberdeen	Filtered Reinforcement Learning.	ECML	2004	DBLP DOI BibTeX RDF
1	Rakesh Agrawal 0001	Data Privacy.	ECML	2004	DBLP DOI BibTeX RDF
1	Rehan Akbani, Stephen Kwek, Nathalie Japkowicz	Applying Support Vector Machines to Imbalanced Datasets.	ECML	2004	DBLP DOI BibTeX RDF
1	Ivor W. Tsang, James T. Kwok	Efficient Hyperkernel Learning Using Second-Order Cone Programming.	ECML	2004	DBLP DOI BibTeX RDF
1	Mark Last	Multi-objective Classification with Info-Fuzzy Networks.	ECML	2004	DBLP DOI BibTeX RDF	Multi-objective classification, info-fuzzy networks, information theory, decision graphs, multiple output function
1	Steffen Bickel, Tobias Scheffer	Learning from Message Pairs for Automatic Email Answering.	ECML	2004	DBLP DOI BibTeX RDF
1	András Kocsor, Kornél Kovács, Csaba Szepesvári	Margin Maximizing Discriminant Analysis.	ECML	2004	DBLP DOI BibTeX RDF
1	Oscar Luaces, Gustavo F. Bayón, José Ramón Quevedo, Jorge Díez 0001, Juan José del Coz, Antonio Bahamonde	Analyzing Sensory Data Using Non-linear Preference Learning with Feature Subset Selection.	ECML	2004	DBLP DOI BibTeX RDF
1	Marco A. Wiering	Convergence and Divergence in Standard and Averaging Reinforcement Learning.	ECML	2004	DBLP DOI BibTeX RDF
1	Harry Zhang, Jiang Su	Conditional Independence Trees.	ECML	2004	DBLP DOI BibTeX RDF
1	Aidan Finn, Nicholas Kushmerick	Multi-level Boundary Classification for Information Extraction.	ECML	2004	DBLP DOI BibTeX RDF
1	Han Liu 0001, Xiaobin Yuan, Qianying Tang, Rafal Kustra	An Efficient Method to Estimate Labelled Sample Size for Transductive LDA(QDA/MDA) Based on Bayes Risk.	ECML	2004	DBLP DOI BibTeX RDF
1	Rong Jin 0001, Huan Liu 0001	SWITCH: A Novel Approach to Ensemble Learning for Heterogeneous Data.	ECML	2004	DBLP DOI BibTeX RDF
1	Bohdana Ratitch, Doina Precup	Sparse Distributed Memories for On-Line Value-Based Reinforcement Learning.	ECML	2004	DBLP DOI BibTeX RDF
1	Ljupco Todorovski, Peter Ljubic, Saso Dzeroski	Inducing Polynomial Equations for Regression.	ECML	2004	DBLP DOI BibTeX RDF
1	Andreas Heß 0002, Nicholas Kushmerick	Iterative Ensemble Classification for Relational Data: A Case Study of Semantic Web Services.	ECML	2004	DBLP DOI BibTeX RDF
1	Soumen Chakrabarti	Breaking Through the Syntax Barrier: Searching with Entities and Relations.	ECML	2004	DBLP DOI BibTeX RDF
1	Craig Saunders, David R. Hardoon, John Shawe-Taylor, Gerhard Widmer	Using String Kernels to Identify Famous Performers from Their Playing Style.	ECML	2004	DBLP DOI BibTeX RDF
1	Johannes Fürnkranz, Peter A. Flach	An Analysis of Stopping and Filtering Criteria for Rule Learning.	ECML	2004	DBLP DOI BibTeX RDF
1	Jacobus van Zyl, Ian Cloete	Simultaneous Concept Learning of Fuzzy Rules.	ECML	2004	DBLP DOI BibTeX RDF
1	Kristian Kersting, Thomas Gärtner 0001	Fisher Kernels for Logical Sequences.	ECML	2004	DBLP DOI BibTeX RDF	Fisher Kernels, Logical Sequences, Hidden Markov Models
1	Santiago Ontañón, Enric Plaza	Justification-Based Selection of Training Examples for Case Base Reduction.	ECML	2004	DBLP DOI BibTeX RDF	Case Base Management, Case Base Reduction, CBR
1	Mohammed Waleed Kadous, Claude Sammut	Constructive Induction for Classifying Time Series.	ECML	2004	DBLP DOI BibTeX RDF	machine learning, time series, constructive induction
1	Janne Sinkkonen, Janne Nikkilä, Leo Lahti, Samuel Kaski	Associative Clustering.	ECML	2004	DBLP DOI BibTeX RDF
1	Rui Leite, Pavel Brazdil	Improving Progressive Sampling via Meta-learning on Learning Curves.	ECML	2004	DBLP DOI BibTeX RDF
1	Jörg Fischer, Kristian Kersting	Scaled CGEM: A Fast Accelerated EM.	ECML	2003	DBLP DOI BibTeX RDF
1	Karl Tuyls, Dries Heytens, Ann Nowé, Bernard Manderick	Extended Replicator Dynamics as a Key to Reinforcement Learning in Multi-agent Systems.	ECML	2003	DBLP DOI BibTeX RDF
1	Kristina Toutanova, Mark Mitchell, Christopher D. Manning	Optimizing Local Probability Models for Statistical Parsing.	ECML	2003	DBLP DOI BibTeX RDF
1	Niels Landwehr, Mark A. Hall, Eibe Frank	Logistic Model Trees.	ECML	2003	DBLP DOI BibTeX RDF
1	Dorian Suc, Ivan Bratko	Improving Numerical Prediction with Qualitative Constraints.	ECML	2003	DBLP DOI BibTeX RDF
1	Shyamsundar Rajaram, Ashutosh Garg, Xiang Sean Zhou, Thomas S. Huang	Classification Approach towards Banking and Sorting Problems.	ECML	2003	DBLP DOI BibTeX RDF
1	Pieter W. Adriaans	From Knowledge-Based to Skill-Based Systems: Sailing as a Machine Learning Challenge.	ECML	2003	DBLP DOI BibTeX RDF
1	Zhi-Hua Zhou, Min-Ling Zhang	Ensembles of Multi-instance Learners.	ECML	2003	DBLP DOI BibTeX RDF

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