Conferences in DBLP
Liviu Badea Clustering and Metaclustering with Nonnegative Matrix Decompositions. [Citation Graph (0, 0)][DBLP ] Conf ] Christian Bessière , Remi Coletta , Frédéric Koriche , Barry O'Sullivan A SAT-Based Version Space Algorithm for Acquiring Constraint Satisfaction Problems. [Citation Graph (0, 0)][DBLP ] Conf ] Steffen Bickel , Tobias Scheffer Estimation of Mixture Models Using Co-EM. [Citation Graph (0, 0)][DBLP ] Conf ] Matthew Brand Nonrigid Embeddings for Dimensionality Reduction. [Citation Graph (0, 0)][DBLP ] Conf ] Ulf Brefeld , Christoph Büscher , Tobias Scheffer Multi-view Discriminative Sequential Learning. [Citation Graph (0, 0)][DBLP ] Conf ] Jesús Cerquides , Ramon López de Mántaras Robust Bayesian Linear Classifier Ensembles. [Citation Graph (0, 0)][DBLP ] Conf ] Jesse Davis , Elizabeth S. Burnside , Inês de Castro Dutra , David Page , Vítor Santos Costa An Integrated Approach to Learning Bayesian Networks of Rules. [Citation Graph (0, 0)][DBLP ] Conf ] Isabel Drost , Tobias Scheffer Thwarting the Nigritude Ultramarine: Learning to Identify Link Spam. [Citation Graph (0, 0)][DBLP ] Conf ] Arkady Epshteyn , Gerald DeJong Rotational Prior Knowledge for SVMs. [Citation Graph (0, 0)][DBLP ] Conf ] Stefano Ferilli , Teresa Maria Altomare Basile , Nicola Di Mauro , Floriana Esposito On the LearnAbility of Abstraction Theories from Observations for Relational Learning. [Citation Graph (0, 0)][DBLP ] Conf ] George Forman , Ira Cohen Beware the Null Hypothesis: Critical Value Tables for Evaluating Classifiers. [Citation Graph (0, 0)][DBLP ] Conf ] Vincent Guigue , Alain Rakotomamonjy , Stéphane Canu Kernel Basis Pursuit. [Citation Graph (0, 0)][DBLP ] Conf ] Iris Hendrickx , Antal van den Bosch Hybrid Algorithms with Instance-Based Classification. [Citation Graph (0, 0)][DBLP ] Conf ] Aloak Kapoor , Russell Greiner Learning and Classifying Under Hard Budgets. [Citation Graph (0, 0)][DBLP ] Conf ] Wolf Kienzle , Bernhard Schölkopf Training Support Vector Machines with Multiple Equality Constraints. [Citation Graph (0, 0)][DBLP ] Conf ] Hans Kuilenburg , Marco Wiering , Marten den Uyl A Model Based Method for Automatic Facial Expression Recognition. [Citation Graph (0, 0)][DBLP ] Conf ] François Laviolette , Mario Marchand , Mohak Shah Margin-Sparsity Trade-Off for the Set Covering Machine. [Citation Graph (0, 0)][DBLP ] Conf ] Xiaoli Li , Bing Liu Learning from Positive and Unlabeled Examples with Different Data Distributions. [Citation Graph (0, 0)][DBLP ] Conf ] Shiau Hong Lim , Gerald DeJong Towards Finite-Sample Convergence of Direct Reinforcement Learning. [Citation Graph (0, 0)][DBLP ] Conf ] Hsuan-Tien Lin , Ling Li Infinite Ensemble Learning with Support Vector Machines. [Citation Graph (0, 0)][DBLP ] Conf ] Siwei Lyu A Kernel Between Unordered Sets of Data: The Gaussian Mixture Approach. [Citation Graph (0, 0)][DBLP ] Conf ] Prem Melville , Stewart M. Yang , Maytal Saar-Tsechansky , Raymond J. Mooney Active Learning for Probability Estimation Using Jensen-Shannon Divergence. [Citation Graph (0, 0)][DBLP ] Conf ] Jan Peters , Sethu Vijayakumar , Stefan Schaal Natural Actor-Critic. [Citation Graph (0, 0)][DBLP ] Conf ] Detlef Prescher Inducing Head-Driven PCFGs with Latent Heads: Refining a Tree-Bank Grammar for Parsing. [Citation Graph (0, 0)][DBLP ] Conf ] Stefan Raeymaekers , Maurice Bruynooghe , Jan Van den Bussche Learning (k, l)-Contextual Tree Languages for Information Extraction. [Citation Graph (0, 0)][DBLP ] Conf ] Martin Riedmiller Neural Fitted Q Iteration - First Experiences with a Data Efficient Neural Reinforcement Learning Method. [Citation Graph (0, 0)][DBLP ] Conf ] Carsten Riggelsen MCMC Learning of Bayesian Network Models by Markov Blanket Decomposition. [Citation Graph (0, 0)][DBLP ] Conf ] Jarkko Salojärvi , Kai Puolamäki , Samuel Kaski On Discriminative Joint Density Modeling. [Citation Graph (0, 0)][DBLP ] Conf ] Guy Shani , Ronen I. Brafman , Solomon Eyal Shimony Model-Based Online Learning of POMDPs. [Citation Graph (0, 0)][DBLP ] Conf ] Shengli Sheng , Charles X. Ling , Qiang Yang Simple Test Strategies for Cost-Sensitive Decision Trees. [Citation Graph (0, 0)][DBLP ] Conf ] JaeMo Sung , Sung Yang Bang , Seungjin Choi , Zoubin Ghahramani U-Likelihood and U-Updating Algorithms: Statistical Inference in Latent Variable Models. [Citation Graph (0, 0)][DBLP ] Conf ] Daniel Szer , François Charpillet An Optimal Best-First Search Algorithm for Solving Infinite Horizon DEC-POMDPs. [Citation Graph (0, 0)][DBLP ] Conf ] Kari Torkkola , Eugene Tuv Ensemble Learning with Supervised Kernels. [Citation Graph (0, 0)][DBLP ] Conf ] Lisa Torrey , Trevor Walker , Jude W. Shavlik , Richard Maclin Using Advice to Transfer Knowledge Acquired in One Reinforcement Learning Task to Another. [Citation Graph (0, 0)][DBLP ] Conf ] Ronan Trepos , Ansaf Salleb , Marie-Odile Cordier , Véronique Masson , Chantal Gascuel A Distance-Based Approach for Action Recommendation. [Citation Graph (0, 0)][DBLP ] Conf ] Joannès Vermorel , Mehryar Mohri Multi-armed Bandit Algorithms and Empirical Evaluation. [Citation Graph (0, 0)][DBLP ] Conf ] Gang Wang , Zhihua Zhang , Frederick H. Lochovsky Annealed Discriminant Analysis. [Citation Graph (0, 0)][DBLP ] Conf ] Shijun Wang , Changshui Zhang Network Game and Boosting. [Citation Graph (0, 0)][DBLP ] Conf ] Olcay Taner Yildiz , Ethem Alpaydin Model Selection in Omnivariate Decision Trees. [Citation Graph (0, 0)][DBLP ] Conf ] Marie desJardins , Priyang Rathod , Lise Getoor Bayesian Network Learning with Abstraction Hierarchies and Context-Specific Independence. [Citation Graph (0, 0)][DBLP ] Conf ] Steffen Bickel , Peter Haider , Tobias Scheffer Learning to Complete Sentences. [Citation Graph (0, 0)][DBLP ] Conf ] Antoine Bordes , Léon Bottou The Huller: A Simple and Efficient Online SVM. [Citation Graph (0, 0)][DBLP ] Conf ] Jérôme Callut , Pierre Dupont Inducing Hidden Markov Models to Model Long-Term Dependencies. [Citation Graph (0, 0)][DBLP ] Conf ] François Coste , Goulven Kerbellec A Similar Fragments Merging Approach to Learn Automata on Proteins. [Citation Graph (0, 0)][DBLP ] Conf ] Chris H. Q. Ding , Xiaofeng He , Horst D. Simon Nonnegative Lagrangian Relaxation of K -Means and Spectral Clustering. [Citation Graph (0, 0)][DBLP ] Conf ] Chris Drummond , Robert C. Holte Severe Class Imbalance: Why Better Algorithms Aren't the Answer. [Citation Graph (0, 0)][DBLP ] Conf ] Tapio Elomaa , Jussi Kujala , Juho Rousu Approximation Algorithms for Minimizing Empirical Error by Axis-Parallel Hyperplanes. [Citation Graph (0, 0)][DBLP ] Conf ] Daan Fierens , Jan Ramon , Hendrik Blockeel , Maurice Bruynooghe A Comparison of Approaches for Learning Probability Trees. [Citation Graph (0, 0)][DBLP ] Conf ] George Forman Counting Positives Accurately Despite Inaccurate Classification. [Citation Graph (0, 0)][DBLP ] Conf ] Ramunas Girdziusas , Jorma Laaksonen Optimal Stopping and Constraints for Diffusion Models of Signals with Discontinuities. [Citation Graph (0, 0)][DBLP ] Conf ] Ali Hamzeh , Adel Rahmani An Evolutionary Function Approximation Approach to Compute Prediction in XCSF. [Citation Graph (0, 0)][DBLP ] Conf ] Masoumeh T. Izadi , Doina Precup Using Rewards for Belief State Updates in Partially Observable Markov Decision Processes. [Citation Graph (0, 0)][DBLP ] Conf ] Robin Jaulmes , Joelle Pineau , Doina Precup Active Learning in Partially Observable Markov Decision Processes. [Citation Graph (0, 0)][DBLP ] Conf ] Sergio Jiménez , Fernando Fernández , Daniel Borrajo Machine Learning of Plan Robustness Knowledge About Instances. [Citation Graph (0, 0)][DBLP ] Conf ] Arnaud Lallouet , Andrei Legtchenko Two Contributions of Constraint Programming to Machine Learning. [Citation Graph (0, 0)][DBLP ] Conf ] Tao Li , Wei Peng A Clustering Model Based on Matrix Approximation with Applications to Cluster System Log Files. [Citation Graph (0, 0)][DBLP ] Conf ] Fletcher Lu , J. Efrim Boritz Detecting Fraud in Health Insurance Data: Learning to Model Incomplete Benford's Law Distributions. [Citation Graph (0, 0)][DBLP ] Conf ] Ingo Mierswa , Michael Wurst Efficient Case Based Feature Construction. [Citation Graph (0, 0)][DBLP ] Conf ] Richard Nock , Frank Nielsen Fitting the Smallest Enclosing Bregman Ball. [Citation Graph (0, 0)][DBLP ] Conf ] Daniel Oblinger , Vittorio Castelli , Tessa A. Lau , Lawrence D. Bergman Similarity-Based Alignment and Generalization. [Citation Graph (0, 0)][DBLP ] Conf ] Oleg Okun , Helen Priisalu , Alexessander Alves Fast Non-negative Dimensionality Reduction for Protein Fold Recognition. [Citation Graph (0, 0)][DBLP ] Conf ] Irene M. Ong , Inês de Castro Dutra , David Page , Vítor Santos Costa Mode Directed Path Finding. [Citation Graph (0, 0)][DBLP ] Conf ] Xuan Hieu Phan , Minh Le Nguyen , Susumu Horiguchi , Tu Bao Ho , Yasushi Inoguchi Classification with Maximum Entropy Modeling of Predictive Association Rules. [Citation Graph (0, 0)][DBLP ] Conf ] Joaquim F. Pinto da Costa , Jaime S. Cardoso Classification of Ordinal Data Using Neural Networks. [Citation Graph (0, 0)][DBLP ] Conf ] Barnabás Póczos , Bálint Takács , András Lörincz Independent Subspace Analysis on Innovations. [Citation Graph (0, 0)][DBLP ] Conf ] Ricardo Rocha , Nuno Fonseca , Vítor Santos Costa On Applying Tabling to Inductive Logic Programming. [Citation Graph (0, 0)][DBLP ] Conf ] *** paper retracted by the authors *** [Learning Models of Relational Stochastic Processes]. [Citation Graph (0, 0)][DBLP ] Conf ] Surendra K. Singhi , Huan Liu Error-Sensitive Grading for Model Combination. [Citation Graph (0, 0)][DBLP ] Conf ] Hendrik Skubch , Michael Thielscher Strategy Learning for Reasoning Agents. [Citation Graph (0, 0)][DBLP ] Conf ] Yuk Lai Suen , Prem Melville , Raymond J. Mooney Combining Bias and Variance Reduction Techniques for Regression Trees. [Citation Graph (0, 0)][DBLP ] Conf ] Petroula Tsampouka , John Shawe-Taylor Analysis of Generic Perceptron-Like Large Margin Classifiers. [Citation Graph (0, 0)][DBLP ] Conf ] Fang Wang , Yuhui Qiu Multimodal Function Optimizing by a New Hybrid Nonlinear Simplex Search and Particle Swarm Algorithm. [Citation Graph (0, 0)][DBLP ] Conf ] 