Abstract is missing.
- String Pattern DiscoveryAyumi Shinohara. 1-13 [doi]
- Applications of Regularized Least Squares to Classification ProblemsNicolò Cesa-Bianchi. 14-18 [doi]
- Probabilistic Inductive Logic ProgrammingLuc De Raedt, Kristian Kersting. 19-36 [doi]
- Hidden Markov Modelling Techniques for Haplotype AnalysisMikko Koivisto, Teemu Kivioja, Heikki Mannila, Pasi Rastas, Esko Ukkonen. 37-52 [doi]
- Learning, Logic, and Probability: A Unified ViewPedro Domingos. 53 [doi]
- Learning Languages from Positive Data and Negative CounterexamplesSanjay Jain, Efim B. Kinber. 54-68 [doi]
- Inductive Inference of Term Rewriting Systems from Positive DataM. R. K. Krishna Rao. 69-82 [doi]
- On the Data Consumption Benefits of Accepting Increased UncertaintyEric Martin, Arun Sharma, Frank Stephan. 83-98 [doi]
- Comparison of Query Learning and Gold-Style Learning in Dependence of the Hypothesis SpaceSteffen Lange, Sandra Zilles. 99-113 [doi]
- Learning r-of-k Functions by BoostingKohei Hatano, Osamu Watanabe. 114-126 [doi]
- Boosting Based on Divide and MergeEiji Takimoto, Syuhei Koya, Akira Maruoka. 127-141 [doi]
- Learning Boolean Functions in AC:::0::: on Attribute and Classification NoiseAkinobu Miyata, Jun Tarui, Etsuji Tomita. 142-155 [doi]
- Decision Trees: More Theoretical Justification for Practical AlgorithmsAmos Fiat, Dmitry Pechyony. 156-170 [doi]
- Application of Classical Nonparametric Predictors to Learning Conditionally I.I.D. DataDaniil Ryabko. 171-180 [doi]
- Complexity of Pattern Classes and Lipschitz PropertyAmiran Ambroladze, John Shawe-Taylor. 181-193 [doi]
- On Kernels, Margins, and Low-Dimensional MappingsMaria-Florina Balcan, Avrim Blum, Santosh Vempala. 194-205 [doi]
- Estimation of the Data Region Using Extreme-Value DistributionsKazuho Watanabe, Sumio Watanabe. 206-220 [doi]
- Maximum Entropy Principle in Non-ordered SettingVictor Maslov, Vladimir V. V yugin. 221-233 [doi]
- Universal Convergence of Semimeasures on Individual Random SequencesMarcus Hutter, Andrej Muchnik. 234-248 [doi]
- A Criterion for the Existence of Predictive Complexity for Binary GamesYuri Kalnishkan, Vladimir Vovk, Michael V. Vyugin. 249-263 [doi]
- Full Information Game with Gains and LossesChamy Allenberg-Neeman, Benny Neeman. 264-278 [doi]
- Prediction with Expert Advice by Following the Perturbed Leader for General WeightsMarcus Hutter, Jan Poland. 279-293 [doi]
- On the Convergence Speed of MDL Predictions for Bernoulli SequencesJan Poland, Marcus Hutter. 294-308 [doi]
- Relative Loss Bounds and Polynomial-Time Predictions for the k-lms-net AlgorithmMark Herbster. 309-323 [doi]
- On the Complexity of Working Set SelectionHans-Ulrich Simon. 324-337 [doi]
- Convergence of a Generalized Gradient Selection Approach for the Decomposition MethodNikolas List. 338-349 [doi]
- Newton Diagram and Stochastic Complexity in Mixture of Binomial DistributionsKeisuke Yamazaki, Sumio Watanabe. 350-364 [doi]
- Learnability of Relatively Quantified Generalized FormulasAndrei A. Bulatov, Hubie Chen, Víctor Dalmau. 365-379 [doi]
- Learning Languages Generated by Elementary Formal Systems and Its Application to SH LanguagesYasuhito Mukouchi, Masako Sato. 380-394 [doi]
- New Revision AlgorithmsJudy Goldsmith, Robert H. Sloan, Balázs Szörényi, György Turán. 395-409 [doi]
- The Subsumption Lattice and Query LearningMarta Arias, Roni Khardon. 410-424 [doi]
- Learning of Ordered Tree Languages with Height-Bounded Variables Using QueriesSatoshi Matsumoto, Takayoshi Shoudai. 425-439 [doi]
- Learning Tree Languages from Positive Examples and Membership QueriesJérôme Besombes, Jean-Yves Marion. 440-453 [doi]
- Learning Content Sequencing in an Educational Environment According to Student NeedsAna Iglesias, Paloma Martínez, Ricardo Aler, Fernando Fernández. 454-463 [doi]
- Statistical Learning in Digital Wireless CommunicationsToshiyuki Tanaka. 464-478 [doi]
- A BP-Based Algorithm for Performing Bayesian Inference in Large Perceptron-Type NetworksYoshiyuki Kabashima, Shinsuke Uda. 479-493 [doi]
- Approximate Inference in Probabilistic ModelsManfred Opper, Ole Winther. 494-504 [doi]