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Plausible justification trees: A framework for deep and dynamic integration of learning strategies

https://doi.org/10.1007/bf00993079
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/3-540-54563-8_105openalex-snapshot
Input understanding as a basis for multistrategy task-adaptive learning
inferredcites →https://doi.org/10.1007/978-1-4613-1557-5openalex-snapshot
Incremental Version-Space Merging: A General Framework for Concept Learning
inferredcites →https://doi.org/10.1007/978-3-662-12405-5openalex-snapshot
Machine Learning
inferredcites →https://doi.org/10.1007/bf00114116openalex-snapshot
Explanation-Based Learning: An Alternative View
inferredcites →https://doi.org/10.1007/bf00993074openalex-snapshot
Inferential theory of learning as a conceptual basis for multistrategy learning
inferredcites →https://doi.org/10.1007/bf00993075openalex-snapshot
Multistrategy learning and theory revision
inferredcites →https://doi.org/10.1007/bf00993078openalex-snapshot
Balanced cooperative modeling
inferredcites →https://doi.org/10.1016/0004-3702(83)90016-4openalex-snapshot
A theory and methodology of inductive learning
inferredcites →https://doi.org/10.1016/0004-3702(90)90041-wopenalex-snapshot
Concept learning and heuristic classification in weak-theory domains
inferredcites →https://doi.org/10.1016/0022-2496(87)90031-9openalex-snapshot
Machine learning: An artificial intelligence approach (vol. 2)
inferredcites →https://doi.org/10.1016/b978-0-08-051055-2.50026-2openalex-snapshot
GUIDING INDUCTION WITH DOMAIN THEORIES11This chapter is a longer version of a paper printed in Proceedings of the Fifth International Conference on Machine Learning, 1988, Morgan Kaufmann Publishers, San Mateo, CA
inferredcites →https://doi.org/10.1016/b978-0-08-051055-2.50027-4openalex-snapshot
KNOWLEDGE BASE REFINEMENT AS IMPROVING AN INCORRECT AND INCOMPLETE DOMAIN THEORY
inferredcites →https://doi.org/10.1016/b978-1-4832-1446-7.50034-0openalex-snapshot
Explanation-Based Generalization: A Unifying View
inferredcites →https://doi.org/10.1016/b978-1-55860-036-2.50007-2openalex-snapshot
A Tight Integration of Deductive and Inductive Learning*
inferredcites →https://doi.org/10.1016/b978-1-55860-141-3.50038-9openalex-snapshot
Explanation-Based Learning with Incomplete Theories: A Three-step Approach
inferredcites →https://doi.org/10.1016/b978-1-55860-141-3.50039-0openalex-snapshot
Using Abductive Recovery of Failed Proofs for Problem Solving by Analogy
inferredcites →https://doi.org/10.1016/b978-1-55860-200-7.50112-4openalex-snapshot
A Method for Multistrategy Task-adaptive Learning Based on Plausible Justifications
inferredcites →https://doi.org/10.1016/b978-1-55860-200-7.50115-xopenalex-snapshot
Is it a Pocket or a Purse? Tightly Coupled Theory and Data Driven Learning
inferredcites →https://doi.org/10.1016/c2009-0-27539-8openalex-snapshot
Proceedings of the Sixth International Workshop on Machine Learning
inferredcites →https://doi.org/10.1016/s0364-0213(86)80005-2openalex-snapshot
Integrated Learning: Controlling Explanation
inferredcites →https://doi.org/10.1023/a:1022652016863openalex-snapshot
A Study of Explanation-Based Methods for Inductive Learning
inferredcites →https://doi.org/10.1023/a:1022691120807openalex-snapshot
Explanation-Based Generalization: A Unifying View
inferredcites →https://doi.org/10.1080/09540098908915640openalex-snapshot
An Approach to Combining Explanation-based and Neural Learning Algorithms
inferredcites →https://doi.org/10.1109/21.199468openalex-snapshot
Automating knowledge acquisition as extending, updating, and improving a knowledge base
inferredcites →https://doi.org/10.1184/r1/6468992openalex-snapshot
Macro and micro perspectives of multistrategy learning
inferredcites →https://doi.org/10.1184/r1/6604739openalex-snapshot
Derivational analogy : a theory of reconstructive problem solving and expertise acquisition
inferredcites →https://doi.org/10.1207/s15516709cog0702_3openalex-snapshot
Structure‐Mapping: A Theoretical Framework for Analogy*
inferredcites →https://doi.org/10.1207/s15516709cog1301_1openalex-snapshot
The Logic of Plausible Reasoning: A Core Theory
inferredcites →https://doi.org/10.13021/mars/3470openalex-snapshot
Toward a Unified Theory of Learning: Multistrategy Task-adaptive Learning

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Artificial intelligence
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Industrial applications of ML: Illustrations for the KAML dilemma and the CBR dream
inferred← citeshttps://doi.org/10.1007/3-540-57868-4_84openalex-snapshot
Flexible integration of multiple learning methods into a problem solving architecture
inferred← citeshttps://doi.org/10.1007/3-540-62858-4_96openalex-snapshot
Case-based learning: Beyond classification of feature vectors
inferred← citeshttps://doi.org/10.1007/978-1-4615-3202-6_2openalex-snapshot
Inferential Theory of Learning as a Conceptual Basis for Multistrategy Learning
inferred← citeshttps://doi.org/10.1007/978-1-4615-3202-6_5openalex-snapshot
Using Knowledge-Based Neural Networks to Improve Algorithms: Refining the Chou-Fasman Algorithm for Protein Folding
inferred← citeshttps://doi.org/10.1007/978-3-030-55692-1_7openalex-snapshot
Automating the Investigation of Sophisticated Cyber Threats with Cognitive Agents
inferred← citeshttps://doi.org/10.1007/bf00993074openalex-snapshot
Inferential theory of learning as a conceptual basis for multistrategy learning
inferred← citeshttps://doi.org/10.1007/bf00993077openalex-snapshot
Using knowledge-based neural networks to improve algorithms: Refining the Chou-Fasman algorithm for protein folding
inferred← citeshttps://doi.org/10.1016/b978-012443880-4/50087-9openalex-snapshot
Method for Utilization of Previous Experience in Design Expert Systems
inferred← citeshttps://doi.org/10.1023/a:1022653218449openalex-snapshot
Inferential Theory of Learning as a Conceptual Basis for Multistrategy Learning
inferred← citeshttps://doi.org/10.1109/21.199468openalex-snapshot
Automating knowledge acquisition as extending, updating, and improving a knowledge base
inferred← citeshttps://doi.org/10.1109/compsac.2017.36openalex-snapshot
A Situation-Centric Approach to Identifying New User Intentions Using the MTL Method
inferred← citeshttps://doi.org/10.1109/sse60056.2023.00042openalex-snapshot
Building Smart Systems to Satisfice User Intention in Situ: A Look Back to the Future*
inferred← citeshttps://doi.org/10.1109/swste.2005.8openalex-snapshot
Automatic requirements elicitation in agile processes
inferred← citeshttps://doi.org/10.13021/mars/3481openalex-snapshot
Inferential Theory of Learning: Developing Foundations for Multistrategy Learning
inferred← citeshttps://doi.org/10.4018/978-1-4666-0897-9.ch012openalex-snapshot
Goal-Based Requirements Elicitation for Service Reuse in Cloud Computing
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