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| INVITED PAPERS String Pattern Discovery Applications of Regularized Least Squares to Classification Problems . Probabilistic Inductive Logic Programming Hidden Markov Modelling Techniques for Haplotype Analysis Learning, Logic, and Probability: A Unified View REGULAR CONTRIBUTIONS Inductive Inference Learning Languages from Positive Data and Negative Counterexamples Inductive Inference of Term Rewriting Systems from Positive Data On the Data Consumption Benefits of Accepting Increased Uncertainty Comparison of Query Learning and Gold-Style Learning in Dependence of the Hypothesis Space PAC Learning and Boosting Learning r-of-k Functions by Boosting Boosting Based on Divide and Merge Learning Boolean Functions in AC0 on Attribute and Classification Noise Statistical Supervised Learning Decision Trees: More Theoretical Justification for Practical Algorithms Application of Classical Nonparametric Predictors to Learning Conditionally I.I.D. Data Complexity of Pattern Classes and Lipschitz Property Statistical Analysis of Unlabeled Data On Kernels, Margins, and Low-Dimensional Mappings Estimation of the Data Region Using Extreme-Value Distributions Maximum Entropy Principle in Non-ordered Setting Universal Convergence of Semimeasures on Individual Random Sequences Online Sequence Prediction A Criterion for the Existence of Predictive Complexity for Binary Games Full Information Game with Gains and Losses Prediction with Expert Advice by Following the Perturbed Leader for General Weights On the Convergence Speed of MDL Predictions for Bernoulli Sequences Aooroximate Optimzation Algorthms Logic Based Learning Query and Reinforcement Learning TUTORIAL PAPERS Author Index |
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