Communications of the ACM - Special issue on parallelism
SYMSAC '86 Proceedings of the fifth ACM symposium on Symbolic and algebraic computation
Learning Dominance Relations in Combined Search Problems
IEEE Transactions on Software Engineering
Acquiring knowledge by explaining observed problem solving
ACM SIGART Bulletin - Special issue on knowledge acquisition
Explanation-based learning: a survey of programs and perspectives
ACM Computing Surveys (CSUR)
IEEE Transactions on Pattern Analysis and Machine Intelligence
Netman: a learning network traffic controller
IEA/AIE '90 Proceedings of the 3rd international conference on Industrial and engineering applications of artificial intelligence and expert systems - Volume 2
Knowledge-based learning integrating acquisition and learning
IEA/AIE '90 Proceedings of the 3rd international conference on Industrial and engineering applications of artificial intelligence and expert systems - Volume 2
A knowledge-level analysis of explanation-based learning
IEA/AIE '90 Proceedings of the 3rd international conference on Industrial and engineering applications of artificial intelligence and expert systems - Volume 2
Learning apprentice system for turbine modelling
IEA/AIE '90 Proceedings of the 3rd international conference on Industrial and engineering applications of artificial intelligence and expert systems - Volume 2
Application of machine learning to the maintenance of knowledge-based performance
IEA/AIE '90 Proceedings of the 3rd international conference on Industrial and engineering applications of artificial intelligence and expert systems - Volume 2
Using types to avoid redundant specialization
PEPM '91 Proceedings of the 1991 ACM SIGPLAN symposium on Partial evaluation and semantics-based program manipulation
Model-based integration of planning and learning
ACM SIGART Bulletin
Process programming by hindsight
ICSE '92 Proceedings of the 14th international conference on Software engineering
ACM SIGART Bulletin
PAL: A Pattern-Based First-Order Inductive System
Machine Learning - special issue on inductive logic programming
Lazy Incremental Learning of Control Knowledge for EfficientlyObtaining Quality Plans
Artificial Intelligence Review - Special issue on lazy learning
Integrating Multiple Learning Strategies in First Order Logics
Machine Learning - Special issue on multistrategy learning
Deriving efficient parallel programs for complex recurrences
PASCO '97 Proceedings of the second international symposium on Parallel symbolic computation
Machine Learning
Learning for semantic interpretation: scaling up without dumbing down
Learning language in logic
Computer Go: an AI oriented survey
Artificial Intelligence
Explanation-Based Scenario Generation for Reactive System Models
Automated Software Engineering
Using Compiled Knowledge to Guide and Focus Abductive Diagnosis
IEEE Transactions on Knowledge and Data Engineering
SHAPES: A Novel Approach for Learning Search Heuristics in Under-Constrained Optimization Problems
IEEE Transactions on Knowledge and Data Engineering
Generalization and Generalizability Measures
IEEE Transactions on Knowledge and Data Engineering
Argo: A System for Design by Analogy
IEEE Expert: Intelligent Systems and Their Applications
An Application of Explanation-Based Learning to Protocol Conformance Testing
IEEE Expert: Intelligent Systems and Their Applications
An Explanation-Based-Learning Approach to Knowledge Compilation: A Pilot's Associate Application
IEEE Expert: Intelligent Systems and Their Applications
Using Machine Learning Techniques in Real-World Mobile Robots
IEEE Expert: Intelligent Systems and Their Applications
Explanation-Based Generalization: A Unifying View
Machine Learning
ENIGMA: A System That Learns Diagnostic Knowledge
IEEE Transactions on Knowledge and Data Engineering
Machines that learn to play games
Metaprogramming Domain Specific Metaprograms
Reflection '99 Proceedings of the Second International Conference on Meta-Level Architectures and Reflection
Integrated Architectures for Machine Learning
Machine Learning and Its Applications, Advanced Lectures
A foundation for machine learning in design
Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Autonomous Agents that Learn to Better Coordinate
Autonomous Agents and Multi-Agent Systems
EBL: an approach to automatic lexical acquisition
COLING '92 Proceedings of the 14th conference on Computational linguistics - Volume 4
Introduction to the Special Issue on Explanation in Case-Based Reasoning
Artificial Intelligence Review
IEEE Intelligent Systems
Argument based machine learning applied to law
Artificial Intelligence and Law - Argumentation in artificial intelligence and law
DKAS: a distributed knowledge acquisition system in a DSS
Journal of Management Information Systems - Special section: Research in integrating learning capabilities into information systems
Active Learning with Feedback on Features and Instances
The Journal of Machine Learning Research
Evolutionary program induction directed by logic grammars
Evolutionary Computation
Structured machine learning: the next ten years
Machine Learning
Hierarchical Classifiers for Complex Spatio-temporal Concepts
Transactions on Rough Sets IX
Distributed interactive learning in multi-agent systems
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
Inducing hierarchical process models in dynamic domains
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 2
Learning to improve both efficiency and quality of planning
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
Building and refining abstract planning cases by change of representation language
Journal of Artificial Intelligence Research
Journal of Artificial Intelligence Research
A formal framework for speedup learning from problems and solutions
Journal of Artificial Intelligence Research
Storing and indexing plan derivations through explanation-based analysis of retrieval failures
Journal of Artificial Intelligence Research
The divide-and-conquer subgoal-ordering algorithm for speeding up logic inference
Journal of Artificial Intelligence Research
Explanation based program transformation
IJCAI'89 Proceedings of the 11th international joint conference on Artificial intelligence - Volume 1
An adaptive model of decision-making in planning
IJCAI'89 Proceedings of the 11th international joint conference on Artificial intelligence - Volume 1
Using and refining simplifications: explanation-based learning of plans in intractable domains
IJCAI'89 Proceedings of the 11th international joint conference on Artificial intelligence - Volume 1
Towards a general framework for composing disjunctive and iterative macro-operators
IJCAI'89 Proceedings of the 11th international joint conference on Artificial intelligence - Volume 1
Improving efficiency by learning intermediate concepts
IJCAI'89 Proceedings of the 11th international joint conference on Artificial intelligence - Volume 1
Lazy explanation-based learning: a solution to the intractable theory problem
IJCAI'89 Proceedings of the 11th international joint conference on Artificial intelligence - Volume 1
Induction in an abstraction space: a form of constructive induction
IJCAI'89 Proceedings of the 11th international joint conference on Artificial intelligence - Volume 1
Detecting and correcting errors of omission after explanation-based learning
IJCAI'89 Proceedings of the 11th international joint conference on Artificial intelligence - Volume 1
The effect of rule use on the utility of explanation-based learning
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
Incorporating redundant learned rules: a preliminary formal analysis of EBL
IJCAI'89 Proceedings of the 11th international joint conference on Artificial intelligence - Volume 1
Experience learning in model-based diagnostic systems
IJCAI'89 Proceedings of the 11th international joint conference on Artificial intelligence - Volume 2
Integrating inductive neural network learning and explanation-based learning
IJCAI'93 Proceedings of the 13th international joint conference on Artifical intelligence - Volume 2
SMART+: a multi-strategy learning tool
IJCAI'93 Proceedings of the 13th international joint conference on Artifical intelligence - Volume 2
Learning idioms: with and without explanation
IJCAI'87 Proceedings of the 10th international joint conference on Artificial intelligence - Volume 1
The classification, detection and handling of imperfect theory problems
IJCAI'87 Proceedings of the 10th international joint conference on Artificial intelligence - Volume 1
Explanation-based generalization in a logic-programming environment
IJCAI'87 Proceedings of the 10th international joint conference on Artificial intelligence - Volume 1
Strategies for learning search control rules: an explanation-based approach
IJCAI'87 Proceedings of the 10th international joint conference on Artificial intelligence - Volume 1
An explanation-based approach to generalizing number
IJCAI'87 Proceedings of the 10th international joint conference on Artificial intelligence - Volume 1
Conceptual lattice: a unified model for medical inferece processes
IJCAI'79 Proceedings of the 6th international joint conference on Artificial intelligence - Volume 1
On the operationality/generality trade-off in explanation-based learning
IJCAI'87 Proceedings of the 10th international joint conference on Artificial intelligence - Volume 1
DISCIPLE-1: interactive apprentice system in weak theory fields
IJCAI'87 Proceedings of the 10th international joint conference on Artificial intelligence - Volume 1
Using prior learning to facilitate the learning of new causal theories
IJCAI'87 Proceedings of the 10th international joint conference on Artificial intelligence - Volume 1
Machine learning for software reuse
IJCAI'87 Proceedings of the 10th international joint conference on Artificial intelligence - Volume 1
Transferring learned control-knowledge between planners
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Plan debugging in an intentional system
IJCAI'91 Proceedings of the 12th international joint conference on Artificial intelligence - Volume 1
Measuring and improving the effectiveness of representations
IJCAI'91 Proceedings of the 12th international joint conference on Artificial intelligence - Volume 1
IJCAI'91 Proceedings of the 12th international joint conference on Artificial intelligence - Volume 2
A formalization of explanation-based macro-operator learning
IJCAI'91 Proceedings of the 12th international joint conference on Artificial intelligence - Volume 2
Combining planning and motion planning
ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
Formulating concepts according to purpose
AAAI'87 Proceedings of the sixth National conference on Artificial intelligence - Volume 2
Knowledge level learning in soar
AAAI'87 Proceedings of the sixth National conference on Artificial intelligence - Volume 2
Explanation-based failure recovery
AAAI'87 Proceedings of the sixth National conference on Artificial intelligence - Volume 2
Formulating concepts according to purpose
AAAI'87 Proceedings of the sixth National conference on Artificial intelligence - Volume 2
Knowledge level learning in soar
AAAI'87 Proceedings of the sixth National conference on Artificial intelligence - Volume 2
Explanation-based failure recovery
AAAI'87 Proceedings of the sixth National conference on Artificial intelligence - Volume 2
Backward model tracing: an explanation-based approach for reconstructing student reasoning
AAAI'90 Proceedings of the eighth National conference on Artificial intelligence - Volume 1
Inductive learning in probabilistic domain
AAAI'90 Proceedings of the eighth National conference on Artificial intelligence - Volume 2
Knowledge level and inductive uses of chunking (EBL)
AAAI'90 Proceedings of the eighth National conference on Artificial intelligence - Volume 2
Refinement of approximate domain theories by knowledge-based neural networks
AAAI'90 Proceedings of the eighth National conference on Artificial intelligence - Volume 2
Adaptive search by explanation-based learning of heuristic censors
AAAI'90 Proceedings of the eighth National conference on Artificial intelligence - Volume 2
Learning search control for constraint-based scheduling
AAAI'90 Proceedings of the eighth National conference on Artificial intelligence - Volume 2
Learning general completable reactive plans
AAAI'90 Proceedings of the eighth National conference on Artificial intelligence - Volume 2
STATIC: a problem-space compiler for PRODIGY
AAAI'91 Proceedings of the ninth National conference on Artificial intelligence - Volume 2
AAAI'91 Proceedings of the ninth National conference on Artificial intelligence - Volume 2
Explanation-based generalization of partially ordered plans
AAAI'91 Proceedings of the ninth National conference on Artificial intelligence - Volume 2
COMPOSER: a probabilistic solution to the utility problem in speed-up learning
AAAI'92 Proceedings of the tenth national conference on Artificial intelligence
Learning 10,000 chunks: what's it like out there?
AAAI'92 Proceedings of the tenth national conference on Artificial intelligence
Multiple dimensions of generalization in model-based troubleshooting
AAAI'93 Proceedings of the eleventh national conference on Artificial intelligence
Learning from an approximate theory and noisy examples
AAAI'93 Proceedings of the eleventh national conference on Artificial intelligence
Permissive planning: a machine learning approach to linking internal and external worlds
AAAI'93 Proceedings of the eleventh national conference on Artificial intelligence
AAAI'93 Proceedings of the eleventh national conference on Artificial intelligence
Automatically constructing a dictionary for information extraction tasks
AAAI'93 Proceedings of the eleventh national conference on Artificial intelligence
Intelligent agents for the synthetic battlefield: a company of rotary wing aircraft
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
Learning efficient rules by maintaining the explanation structure
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
Compilation of non-contemporaneous constraints
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
Multi-strategy learning of search control for partial-order planning
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
Inductive generalization of analytically learned goal hierarchies
ILP'09 Proceedings of the 19th international conference on Inductive logic programming
A new representation and associated algorithms for generalized planning
Artificial Intelligence
The changing science of machine learning
Machine Learning
Toward robust real-world inference: a new perspective on explanation-based learning
ECML'06 Proceedings of the 17th European conference on Machine Learning
Lemma learning in the model evolution calculus
LPAR'06 Proceedings of the 13th international conference on Logic for Programming, Artificial Intelligence, and Reasoning
IVA'12 Proceedings of the 12th international conference on Intelligent Virtual Agents
Command and control of teams of autonomous systems
Proceedings of the 17th Monterey conference on Large-Scale Complex IT Systems: development, operation and management
Enhancing the Adaptation of BDI Agents Using Learning Techniques
International Journal of Agent Technologies and Systems
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In the last issue of this journal Mitchell, Keller, and Kedar-Cabelli presented a unifying framework for the explanation-based approach to machine learning. While it works well for a number of systems, the framework does not adequately capture certain aspects of the systems under development by the explanation-based learning group at Illinois. The primary inadequacies arise in the treatment of concept operationality, organization of knowledge into schemata, and learning from observation. This paper outlines six specific problems with the previously proposed framework and presents an alternative generalization method to perform explanation-based learning of new concepts.