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 |
|