Concepedia

Christian W. Omlin

CW

40

Publications

2.4K

Citations

23

H-Index

1993

Active since

Affiliations

Princeton University(Current)

University of Agder

University of Maryland, College Park

University of the Western Cape

Rensselaer Polytechnic Institute

Christian W. Omlin is an author at Princeton University specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceArtificial IntelligencePattern RecognitionDeep LearningKnowledge DiscoveryNatural Language ProcessingImage Analysis

Publications per year

1993–2025

40

Publications

40

Explainable AI (XAI): A systematic meta-survey of current challenges and future opportunities

Waddah Saeed, Christian W. Omlin · Knowledge-Based Systems · 2023 · 628 citations · Full text

Extraction of rules from discrete-time recurrent neural networks

Christian W. Omlin, C. Lee Giles · Neural Networks · 1996 · 190 citations

Natural Language Processing, Engineering, Machine Learning +6

Constructing deterministic finite-state automata in recurrent neural networks

Christian W. Omlin, C. Lee Giles · Journal of the ACM · 1996 · 177 citations · Full text

Artificial Intelligence, Dfa States, Deep Neural Networks +15

Haar Features for FACS AU Recognition

Jacob Whitehill, Christian W. Omlin · 2006 · 167 citations

Engineering, Feature Detection, Machine Learning +20

Pruning recurrent neural networks for improved generalization performance

C. Lee Giles, Christian W. Omlin · IEEE Transactions on Neural Networks · 1994 · 129 citations

Natural Language Processing, Sequence Modelling, Engineering +13

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