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Academic Unit

College of Engineering 26
Graduate Dissertations and Theses at Illinois 15
Dept. of Computer Science 13
Coordinated Science Laboratory 11
Dept. of Electrical and Computer Engineering 2

Collection

Graduate Dissertations and Theses at Illinois 15
Dissertations and Theses - Computer Science 13
Report - Coordinated Science Laboratory 11
Dissertations and Theses - Electrical and Computer Engineering 2

Author(s)

DeJong, Gerald F. 3
Rajamoney, Shankar A. 3
Rajamoney, Shankar Anandsubramaniam 3
Mooney, Raymond Joseph 2
O'Rorke, Paul Vincent 2
Segre, Alberto Maria 2
Whitehall, Bradley Lane 2
Bennett, Scott W. 1
Bennett, Scott William 1
Chien, Steve Ankuo 1

Keyword(s)

Computer Science 14
Artificial Intelligence 12
Explanation-based learning 5
Machine learning 4
Imperfect theory problems 2
Learning by experimentation 2
ARMS 1
Analysis 1
Approximations 1
Artificial intelligence 1

Type of Resource

text 26

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Showing 1–26 of 26 items

Thumbnail for Automated Design of Experiments for Refining Theories

Automated Design of Experiments for Refining Theories

Rajamoney, Shankar Anandsubramaniam

Thumbnail for Explanation-based theory revision: An approach to the problems of incomplete and incorrect theories

Explanation-based theory revision: An approach to the problems of incomplete and incorrect theories

Rajamoney, Shankar Anandsubramaniam

Thumbnail for Explanation-Based Theory Revision: An Approach to the Problems of Incomplete and Incorrect Theories

Explanation-Based Theory Revision: An Approach to the Problems of Incomplete and Incorrect Theories

Rajamoney, Shankar Anandsubramaniam

Thumbnail for The Classification, Detection and Handling of Imperfect Theory Problems

The Classification, Detection and Handling of Imperfect Theory Problems

Rajamoney, Shankar A.; DeJong, Gerald F.

Thumbnail for Active Ambiguity Reduction: An Experiment Design Approach to Tractable Qualitative Reasoning

Active Ambiguity Reduction: An Experiment Design Approach to Tractable Qualitative Reasoning

Rajamoney, Shankar A.; DeJong, Gerald F.

Thumbnail for Active Explanation Reduction: An Approach to the Multiple Explanations Problems

Active Explanation Reduction: An Approach to the Multiple Explanations Problems

Rajamoney, Shankar A.; DeJong, Gerald F.

Thumbnail for Approximation in Mathematical Domains

Approximation in Mathematical Domains

Bennett, Scott W.

Thumbnail for Learning from physical analogies: A study in analogy and the explanation process

Learning from physical analogies: A study in analogy and the explanation process

Falkenhainer, Brian Carl

Thumbnail for Process-based diagnosis: An approach to understanding novel failures

Process-based diagnosis: An approach to understanding novel failures

Collins, John William

Thumbnail for Explanation-Based Learning: An Alternative View

Explanation-Based Learning: An Alternative View

DeJong, Gerald; Mooney, Raymond

Thumbnail for Qualitative reasoning about fluids and mechanics

Qualitative reasoning about fluids and mechanics

Kim, Hyeonkyeong

Thumbnail for Knowledge-based learning: Integration of deductive and inductive learning for knowledge base completion

Knowledge-based learning: Integration of deductive and inductive learning for knowledge base completion

Whitehall, Bradley Lane

Thumbnail for Explanation-Based Learning via Constraint Posting and Propagation

Explanation-Based Learning via Constraint Posting and Propagation

O'Rorke, Paul Vincent

Thumbnail for Change of representation in machine learning, and an application to protein structure prediction

Change of representation in machine learning, and an application to protein structure prediction

Ioerger, Thomas Richard

Thumbnail for Substructure Discovery in Executed Action Sequences

Substructure Discovery in Executed Action Sequences

Whitehall, Bradley Lane

Thumbnail for Explanation-Based Learning via Constraint Posting and Propagation

Explanation-Based Learning via Constraint Posting and Propagation

O'Rorke, Paul Vincent

Thumbnail for Explanation-Based Learning of Generalized Robot Assembly Plans

Explanation-Based Learning of Generalized Robot Assembly Plans

Segre, Alberto Maria

Thumbnail for Explanation-Based Learning of Generalized Robot Assembly Plans

Explanation-Based Learning of Generalized Robot Assembly Plans

Segre, Alberto Maria

Thumbnail for A Machine Learning Approach to Planning in Complex Real-World Domains

A Machine Learning Approach to Planning in Complex Real-World Domains

Bennett, Scott William

Thumbnail for A General Explanation-Based Learning Mechanism and Its Application to Narrative Understanding

A General Explanation-Based Learning Mechanism and Its Application to Narrative Understanding

Mooney, Raymond Joseph

Thumbnail for An explanation-based learning approach to incremental planning

An explanation-based learning approach to incremental planning

Chien, Steve Ankuo

Thumbnail for Generalizing the Structure of Explanations in Explanation-Based Learning

Generalizing the Structure of Explanations in Explanation-Based Learning

Shavlik, Jude William

Thumbnail for A General Explanation-Based Learning Mechanism and Its Application to Narrative Understanding

A General Explanation-Based Learning Mechanism and Its Application to Narrative Understanding

Mooney, Raymond Joseph

Thumbnail for An incremental curative learning approach for planning with incorrect domain theories

An incremental curative learning approach for planning with incorrect domain theories

Gervasio, Melinda Tumaneng

Thumbnail for Plausible Inference: A Knowledge-Intensive Approach to Induction (An Application of PI to the Problem of Hidden Homology Modeling)

Plausible Inference: A Knowledge-Intensive Approach to Induction (An Application of PI to the Problem of Hidden Homology Modeling)

Oblinger, Daniel A.

Thumbnail for Base selection in analogical planning

Base selection in analogical planning

Cook, Diane Joyce

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