Probabilistic inductive inference
Journal of the ACM (JACM)
Learnability and the Vapnik-Chervonenkis dimension
Journal of the ACM (JACM)
Computational learning theory: survey and selected bibliography
STOC '92 Proceedings of the twenty-fourth annual ACM symposium on Theory of computing
PAC-learnability of determinate logic programs
COLT '92 Proceedings of the fifth annual workshop on Computational learning theory
Pattern Recognition and Valiant's Learning Framework
IEEE Transactions on Pattern Analysis and Machine Intelligence
Efficient noise-tolerant learning from statistical queries
STOC '93 Proceedings of the twenty-fifth annual ACM symposium on Theory of computing
Statistical queries and faulty PAC oracles
COLT '93 Proceedings of the sixth annual conference on Computational learning theory
Analysis of upper bound in Valiant's model for learning bounded CNF expressions
SAC '93 Proceedings of the 1993 ACM/SIGAPP symposium on Applied computing: states of the art and practice
Reformulating query plans for multidatabase systems
CIKM '93 Proceedings of the second international conference on Information and knowledge management
Efficient reinforcement learning
COLT '94 Proceedings of the seventh annual conference on Computational learning theory
Inductive logic programming and learnability
ACM SIGART Bulletin
Journal of the ACM (JACM)
COLT '95 Proceedings of the eighth annual conference on Computational learning theory
System design and evaluation using discrete event simulation with artificial intelligence
WSC '93 Proceedings of the 25th conference on Winter simulation
On the Optimality of the Simple Bayesian Classifier under Zero-One Loss
Machine Learning - Special issue on learning with probabilistic representations
COLT' 98 Proceedings of the eleventh annual conference on Computational learning theory
Efficient noise-tolerant learning from statistical queries
Journal of the ACM (JACM)
STOC '99 Proceedings of the thirty-first annual ACM symposium on Theory of computing
Computational sample complexity and attribute-efficient learning
STOC '99 Proceedings of the thirty-first annual ACM symposium on Theory of computing
More efficient PAC-learning of DNF with membership queries under the uniform distribution
COLT '99 Proceedings of the twelfth annual conference on Computational learning theory
What do Constructive Learners Really Learn?
Artificial Intelligence Review
Resource-bounded Relational Reasoning: Induction and Deduction Through Stochastic Matching
Machine Learning - Special issue on multistrategy learning
Machine Learning
How Bad May Learning Curves Be?
IEEE Transactions on Pattern Analysis and Machine Intelligence
A neuroidal architecture for cognitive computation
Journal of the ACM (JACM)
Hyperrelations in version space
Proceedings of the 2002 ACM symposium on Applied computing
Efficient distribution-free population learning of simple concepts
Annals of Mathematics and Artificial Intelligence
A Survey of Methods for Scaling Up Inductive Algorithms
Data Mining and Knowledge Discovery
The Role of Occam‘s Razor in Knowledge Discovery
Data Mining and Knowledge Discovery
A reduction algorithm meeting users' requirements
Journal of Computer Science and Technology
Fuzzy Inductive Learning Strategies
Applied Intelligence
Generalized Version Space Learning Algorithm for Noisy and Uncertain Data
IEEE Transactions on Knowledge and Data Engineering
Information Processing Letters
AIMSA '02 Proceedings of the 10th International Conference on Artificial Intelligence: Methodology, Systems, and Applications
Learning to Learn Using Gradient Descent
ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
Concept Learning with Approximation: Rough Version Spaces
TSCTC '02 Proceedings of the Third International Conference on Rough Sets and Current Trends in Computing
COCOON '02 Proceedings of the 8th Annual International Conference on Computing and Combinatorics
Finding Relevant Variables in PAC Model with Membership Queries
ALT '99 Proceedings of the 10th International Conference on Algorithmic Learning Theory
Experiments with Projection Learning
DS '02 Proceedings of the 5th International Conference on Discovery Science
Version Space Learning with DNA Molecules
DNA8 Revised Papers from the 8th International Workshop on DNA Based Computers: DNA Computing
Constructing Inter-relational Rules for Semantic Query Optimisation
DEXA '02 Proceedings of the 13th International Conference on Database and Expert Systems Applications
Applying Preference Biases to Conjunctive and Disjunctive Version Spaces
AIMSA '00 Proceedings of the 9th International Conference on Artificial Intelligence: Methodology, Systems, and Applications
Data mining tasks and methods: scalability
Handbook of data mining and knowledge discovery
Programming by Demonstration Using Version Space Algebra
Machine Learning
The Journal of Machine Learning Research
A statistical model for word discovery in transcribed speech
Computational Linguistics
A Unifying Version-Space Representation
Annals of Mathematics and Artificial Intelligence
Using urls and table layout for web classification tasks
Proceedings of the 13th international conference on World Wide Web
Two methods for learning ALT-J/E translation rules from examples and a semantic hierarchy
COLING '94 Proceedings of the 15th conference on Computational linguistics - Volume 1
Version spaces and the consistency problem
Artificial Intelligence
Learning accurate and concise naïve Bayes classifiers from attribute value taxonomies and data
Knowledge and Information Systems
SPHINX: Schema integration by example
Journal of Intelligent Information Systems
How to shift bias: Lessons from the baldwin effect
Evolutionary Computation
Learning decision trees with taxonomy of propositionalized attributes
Pattern Recognition
Parameterized Learnability of k-Juntas and Related Problems
ALT '07 Proceedings of the 18th international conference on Algorithmic Learning Theory
Online feature elicitation in interactive optimization
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
Tractable induction and classification in first order logic via stochastic matching
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
Behavior bounding: an efficient method for high-level behavior comparison
Journal of Artificial Intelligence Research
Learning DNF by decision trees
IJCAI'89 Proceedings of the 11th international joint conference on Artificial intelligence - Volume 1
IJCAI'89 Proceedings of the 11th international joint conference on Artificial intelligence - Volume 1
A critique of the valiant model
IJCAI'89 Proceedings of the 11th international joint conference on Artificial intelligence - Volume 1
Estimating the accuracy of learned concepts
IJCAI'93 Proceedings of the 13th international joint conference on Artifical intelligence - Volume 2
A Lattice machine approach to automated casebase design: marrying lazy and eager learning
IJCAI'99 Proceedings of the 16th international joint conference on Artifical intelligence - Volume 1
Constructive induction: a version space-based approach
IJCAI'99 Proceedings of the 16th international joint conference on Artificial intelligence - Volume 2
Category translation: learning to understand information on the internet
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
Parameterized learnability of juntas
Theoretical Computer Science
Behavior bounding: toward effective comparisons of agents & humans
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Measuring and improving the effectiveness of representations
IJCAI'91 Proceedings of the 12th international joint conference on Artificial intelligence - Volume 1
Theoretical underpinnings of version spaces
IJCAI'91 Proceedings of the 12th international joint conference on Artificial intelligence - Volume 2
The complexity of theory revision
Artificial Intelligence
Computational aspects of data mining
ICCSA'03 Proceedings of the 2003 international conference on Computational science and its applications: PartI
Wise breeding GA via machine learning techniques for function optimization
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI
Computational science and data mining
ICCS'03 Proceedings of the 2003 international conference on Computational science: PartIII
On the Foundations of Noise-free Selective Classification
The Journal of Machine Learning Research
Myths and legends in learning classification rules
AAAI'90 Proceedings of the eighth National conference on Artificial intelligence - Volume 2
AAAI'90 Proceedings of the eighth National conference on Artificial intelligence - Volume 2
Probably approximately correct learning
AAAI'90 Proceedings of the eighth National conference on Artificial intelligence - Volume 2
Polynomial-time learning with version spaces
AAAI'92 Proceedings of the tenth national conference on Artificial intelligence
Classifier learning from noisy data as probabilistic evidence combination
AAAI'92 Proceedings of the tenth national conference on Artificial intelligence
AAAI'92 Proceedings of the tenth national conference on Artificial intelligence
Version spaces without boundary sets
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
Probabilistic learning in Bayesian and stochastic neural networks
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
Clinical examples as non-uniform learning and testing sets
ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I
Propositionalized attribute taxonomies from data for data-driven construction of concise classifiers
Expert Systems with Applications: An International Journal
Assessing test adequacy for black-box systems without specifications
ICTSS'11 Proceedings of the 23rd IFIP WG 6.1 international conference on Testing software and systems
ALT'05 Proceedings of the 16th international conference on Algorithmic Learning Theory
A SAT-based version space algorithm for acquiring constraint satisfaction problems
ECML'05 Proceedings of the 16th European conference on Machine Learning
Multinomial event model based abstraction for sequence and text classification
SARA'05 Proceedings of the 6th international conference on Abstraction, Reformulation and Approximation
Learning ontology-aware classifiers
DS'05 Proceedings of the 8th international conference on Discovery Science
ANNPR'06 Proceedings of the Second international conference on Artificial Neural Networks in Pattern Recognition
Artificial Intelligence in Medicine
An approach to guided learning of boolean functions
Mathematical and Computer Modelling: An International Journal
ON SETS OF TERMS: A STUDY OF A GENERALISATION RELATION AND OF ITS ALGORITHMIC PROPERTIES
Fundamenta Informaticae
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