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 |
|