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 |
|