Eldan Cohen

基本信息

浏览量：13

职业迁徙

个人简介

Research
Research Interests: Machine Learning Heuristic Search and Optimization Data Mining
Application Areas: Automated Planning Natural Language Processing Software Engineering

研究兴趣

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NeurCAM: Interpretable Neural Clustering Via Additive Models

Nakul Upadhya,Eldan Cohen

European Conference on Artificial Intelligencepp.3079-3087, (2024)

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Bi-Criteria Diverse Plan Selection Via Beam Search Approximation

Shanhe Zhong,Pouya Shati,Eldan Cohen

Proceedings of the International Symposium on Combinatorial Search (2024): 188-196

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A Machine Learning Approach with Human-AI Collaboration for Automated Classification of Patient Safety Event Reports: Algorithm Development and Validation Study

Hongbo Chen,Eldan Cohen,Dulaney Wilson,Myrtede Alfred

JMIR HUMAN FACTORS (2024)

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Evaluating Active Learning Strategies for Automated Classification of Patient Safety Event Reports in Hospitals

Shehnaz Islam,Myrtede Alfred,Dulaney Wilson,Eldan Cohen

Proceedings of the Human Factors and Ergonomics Society Annual Meeting Human Factors and Ergonomics Society Annual meetingno. 1 (2024): 465-472

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Intersection of Performance, Interpretability, and Fairness in Neural Prototype Tree for Chest X-Ray Pathology Detection: Algorithm Development and Validation Study

Hongbo Chen,Myrtede Alfred, Andrew D Brown, Angela Atinga,Eldan Cohen

JMIR formative research (2024): e59045-e59045

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Neural Sequence Generation with Constraints Via Beam Search with Cuts: A Case Study on VRP

Pouya Shati,Eldan Cohen,Sheila A. McIlraith

Proceedings of the International Symposium on Combinatorial Search (2024): 118-126

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Improving Patient Safety Event Report Classification with Machine Learning and Contextual Text Representation

Hongbo Chen,Eldan Cohen,Dulaney Wilson, Myrtede Alfted

Proceedings of the Human Factors and Ergonomics Society Annual Meeting Human Factors and Ergonomics Society Annual meetingno. 1 (2023): 1063-1069

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SAT-based Optimal Classification Trees for Non-Binary Data

Pouya Shati,Eldan Cohen,Sheila A. McIlraith

Constraintsno. 2 (2023): 166-202

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Optimal Decision Trees for Interpretable Clustering with Constraints

Pouya Shati,Eldan Cohen,Sheila McIlraith

IJCAI 2023 (2023)

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SAT-Based Learning of Compact Binary Decision Diagrams for Classification

Pouya Shati,Eldan Cohen,Sheila A. McIlraith

CPpp.33:1-33:19, (2023)

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论文共 26 篇作者统计合作学者相似作者