Personal information

Emails & domains

Verified email domains

Websites & social links

https://www.cs.drexel.edu/~rw37/

Other IDs

Scopus Author ID: 7403384638

Keywords

explainable AI, case-based reasoning, interpretable machine learning, textual data

Countries

United States

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Employment (2)

Drexel University: Philadelphia, PA, US

2023-09-01 to present | Professor (Information Science)
Employment
Source: Self-asserted source
Rosina O Weber

Drexel University: Philadelphia, PA, US

2001-10-10 to present | Associate Professor (Informatics)
Employment
Source: Self-asserted source
Rosina O Weber

Works (50 of 76)

Items per page:
Page 1 of 2

GAProtoNet: A Multi-head Graph Attention-based Prototypical Network for Interpretable Text Classification.

Proceedings of the 31th International Conference on Computational Linguistics. ACL
2025-01 | Conference paper
Contributors: Rosina O Weber
Source: Self-asserted source
Rosina O Weber

XAI is in trouble

AI Magazine
2024-09 | Journal article
DOI: 10.1002/aaai.12184
Contributors: Rosina O Weber; Adam J Johs; Prateek Goel; João Marques Silva
Source: check_circle
Crossref

Algorithmic Decision-Making in Difficult Scenarios

AAI-24 Spring Symposium on Human-Like Learning
2024-07 | Conference paper | Conceptualization
Contributors: Rosina O Weber; Matthew Molineaux
Source: Self-asserted source
Rosina O Weber

Basis Learning for Dynamical Systems in the Presence of Incomplete Scientific Knowledge

2023 IEEE Sixth International Conference on Artificial Intelligence and Knowledge Engineering (AIKE)
2023 | Conference paper
DOI: 10.1109/AIKE59827.2023.00012
Contributors: O’Brien, Andrew; Kim, Edward; Weber, Rosina
Source: Self-asserted source
Rosina O Weber

Investigating Causally Augmented Sparse Learning as a Tool for Meaningful Classification

2023 IEEE Sixth International Conference on Artificial Intelligence and Knowledge Engineering (AIKE)
2023 | Conference paper
DOI: 10.1109/AIKE59827.2023.00013
Contributors: O’Brien, Andrew; Kim, Edward; Weber, Rosina
Source: Self-asserted source
Rosina O Weber

Investigating SINDy as a Tool for Causal Discovery in Time Series Signals

ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2023 | Conference paper
DOI: 10.1109/ICASSP49357.2023.10096965
Contributors: O’Brien, Andrew; Weber, Rosina; Kim, Edward
Source: Self-asserted source
Rosina O Weber

MobilePTX: Sparse Coding for Pneumothorax Detection Given Limited Training Examples

arXiv
2022 | Other
DOI: 10.48550/arXiv.2212.03282
EID:

2-s2.0-85144785453

Part of ISSN: 23318422
Contributors: Hannan, D.; Nesbit, S.C.; Wen, X.; Smith, G.; Zhang, Q.; Goffi, A.; Chan, V.; Morris, M.J.; Hunninghake, J.C.; Villalobos, N.E. et al.
Source: Self-asserted source
Rosina O Weber via Scopus - Elsevier

Explainable artificial intelligence and social science: Further insights for qualitative investigation

Applied AI Letters
2022-02 | Journal article
DOI: 10.1002/ail2.64
Part of ISSN: 2689-5595
Part of ISSN: 2689-5595
Contributors: Adam Johs; Denise E. Agosto; Rosina O. Weber
Source: Self-asserted source
Rosina O Weber

AI-Informed Analytics Cycle: Reinforcing Concepts

Data Analytics and AI
2021 | Book chapter
Contributors: Rosina O Weber; Maureen Kinkela
Source: Self-asserted source
Rosina O Weber

Explanation container in case-based biomedical question-answering

arXiv
2021 | Other
EID:

2-s2.0-85121593965

Part of ISSN: 23318422
Contributors: Goel, P.; Johs, A.J.; Shrestha, M.; Weber, R.O.
Source: Self-asserted source
Rosina O Weber via Scopus - Elsevier

Explanation container in case-based biomedical question-answering

CEUR Workshop Proceedings
2021 | Conference paper
EID:

2-s2.0-85121013298

Part of ISSN: 16130073
Contributors: Goel, P.; Johs, A.J.; Shrestha, M.; Weber, R.O.
Source: Self-asserted source
Rosina O Weber via Scopus - Elsevier

Knowledge-based XAI through CBR: There is more to explanations than models can tell

arXiv
2021 | Other
EID:

2-s2.0-85114225623

Part of ISSN: 23318422
Contributors: Weber, R.O.; Shrestha, M.; Johs, A.J.
Source: Self-asserted source
Rosina O Weber via Scopus - Elsevier

Knowledge-based XAI through CBR: There is more to explanations than models can tell

CEUR Workshop Proceedings
2021 | Conference paper
EID:

2-s2.0-85120989292

Part of ISSN: 16130073
Contributors: Weber, R.O.; Shrestha, M.; Johs, A.J.
Source: Self-asserted source
Rosina O Weber via Scopus - Elsevier

Longitudinal distance: Towards accountable instance attribution

arXiv
2021 | Other
EID:

2-s2.0-85114176714

Part of ISSN: 23318422
Contributors: Weber, R.O.; Goel, P.; Amiri, S.; Simpson, G.
Source: Self-asserted source
Rosina O Weber via Scopus - Elsevier

Longitudinal distance: Towards accountable instance attribution

CEUR Workshop Proceedings
2021 | Conference paper
EID:

2-s2.0-85120936005

Part of ISSN: 16130073
Contributors: Weber, R.O.; Goel, P.; Amiri, S.; Simpson, G.
Source: Self-asserted source
Rosina O Weber via Scopus - Elsevier

Data-driven artificial intelligence to automate researcher assessment

Scientometrics
2021-04-05 | Journal article
DOI: 10.1007/s11192-020-03859-x
Contributors: Rosina O. Weber; Kedma B. Duarte
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Data representing ground-truth explanations to evaluate xai methods

arXiv
2020 | Other
EID:

2-s2.0-85098280705

Part of ISSN: 23318422
Contributors: Amiri, S.S.; Weber, R.O.; Goel, P.; Brooks, O.; Gandley, A.; Kitchell, B.; Zehm, A.
Source: Self-asserted source
Rosina O Weber via Scopus - Elsevier

Preface

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020 | Book
EID:

2-s2.0-85092637090

Part of ISSN: 16113349 03029743
Contributors: Watson, I.; Weber, R.
Source: Self-asserted source
Rosina O Weber via Scopus - Elsevier

Qualitative investigation in explainable artificial intelligence: a bit more insight from social science

arXiv
2020 | Other
EID:

2-s2.0-85098017530

Part of ISSN: 23318422
Contributors: Johs, A.J.; Agosto, D.E.; Weber, R.O.
Source: Self-asserted source
Rosina O Weber via Scopus - Elsevier

Report on the 2019 international joint conferences on artificial intelligence explainable artificial intelligence workshop

AI Magazine
2020 | Journal article
DOI: 10.1609/aimag.v41i1.5302
EID:

2-s2.0-85091161964

Part of ISSN: 07384602
Contributors: Miller, T.; Weber, R.; Magazzeni, D.
Source: Self-asserted source
Rosina O Weber via Scopus - Elsevier

Applying artificial intelligence in the science & technology cycle

Information Services & Use
2020-02-06 | Journal article
DOI: 10.3233/isu-190062
Part of ISSN: 0167-5265
Part of ISSN: 1875-8789
Contributors: Rosina Weber
Source: Self-asserted source
Rosina O Weber

Investigating Textual Case-Based XAI

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | Book
DOI: 10.1007/978-3-030-01081-2_29
EID:

2-s2.0-85055694540
Contributors: Weber, R.O.; Johs, A.J.; Li, J.; Huang, K.
Source: Self-asserted source
Rosina O Weber via Scopus - Elsevier

Objectivistic knowledge artifacts

Data Technologies and Applications
2018-02-05 | Journal article
DOI: 10.1108/DTA-03-2017-0012
Contributors: Rosina O. Weber
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Introducing supplemental context for word sense disambiguation

Proceedings - 2016 IEEE 28th International Conference on Tools with Artificial Intelligence, ICTAI 2016
2017 | Conference paper
DOI: 10.1109/ICTAI.2016.0161
EID:

2-s2.0-85013683317
Contributors: Black, A.E.; Weber, R.O.
Source: Self-asserted source
Rosina O Weber via Scopus - Elsevier

A model for sentiment analysis based on ontology and cases

IEEE Latin America Transactions
2016 | Journal article
DOI: 10.1109/TLA.2016.7795829
EID:

2-s2.0-85008498865
Contributors: Ceci, F.; Leopoldo Goncalves, A.; Weber, R.
Source: Self-asserted source
Rosina O Weber via Scopus - Elsevier

Case-based comparison of career trajectories

CEUR Workshop Proceedings
2016 | Conference paper
EID:

2-s2.0-85017378770
Contributors: Duarte, K.; Weber, R.O.; Pacheco, R.C.S.
Source: Self-asserted source
Rosina O Weber via Scopus - Elsevier

Guest editors’ introduction: special issue on case-based reasoning

Journal of Intelligent Information Systems
2016 | Journal article
DOI: 10.1007/s10844-015-0380-5
EID:

2-s2.0-84961212160
Contributors: Leake, D.B.; Smyth, B.; Weber, R.
Source: Self-asserted source
Rosina O Weber via Scopus - Elsevier

Adapting sentiments with context

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2015 | Book
DOI: 10.1007/978-3-319-24586-7_4
EID:

2-s2.0-84951971048
Contributors: Ceci, F.; Weber, R.O.; Gonçalves, A.L.; Pacheco, R.C.S.
Source: Self-asserted source
Rosina O Weber via Scopus - Elsevier

Applying CBR principles to reason without negative exemplars

FLAIRS 2013 - Proceedings of the 26th International Florida Artificial Intelligence Research Society Conference
2013 | Conference paper
EID:

2-s2.0-84889868986
Contributors: Gunawardena, S.; Weber, R.O.
Source: Self-asserted source
Rosina O Weber via Scopus - Elsevier

Case-Based Reasoning

Springer Berlin Heidelberg
2013 | Book
DOI: 10.1007/978-3-642-40167-1
ISBN: 9783642401664
ISBN: 9783642401671
Contributors: Michael M. Richter; Rosina O. Weber
Source: Self-asserted source
Rosina O Weber

Learning feature weights from positive cases

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2013 | Book
DOI: 10.1007/978-3-642-39056-2_10
EID:

2-s2.0-84884520840
Contributors: Gunawardena, S.; Weber, R.O.; Stoyanovich, J.
Source: Self-asserted source
Rosina O Weber via Scopus - Elsevier

Lightweight ontologies in context: Relationship between ontology characteristics and context parameters

IC3K 2013; KEOD 2013 - 5th International Conference on Knowledge Engineering and Ontology Development, Proceedings
2013 | Conference paper
EID:

2-s2.0-84887733852
Contributors: Waldstein, I.M.; Weber, R.O.; Handly, N.
Source: Self-asserted source
Rosina O Weber via Scopus - Elsevier

Blueprints for success: Guidelines for building multidisciplinary collaboration teams

ICAART 2012 - Proceedings of the 4th International Conference on Agents and Artificial Intelligence
2012 | Conference paper
EID:

2-s2.0-84862142373
Contributors: Gunawardena, S.; Weber, R.O.
Source: Self-asserted source
Rosina O Weber via Scopus - Elsevier

Guest editorial preface: Special issue from the practical aspects of knowledge management 2010 conference

International Journal of Knowledge Management
2011 | Journal article
EID:

2-s2.0-80054869853
Contributors: Weber, R.; Richter, M.
Source: Self-asserted source
Rosina O Weber via Scopus - Elsevier

Representing scientific knowledge

IADIS International Conference on Cognition and Exploratory Learning in Digital Age, CELDA 2011
2011 | Conference paper
EID:

2-s2.0-84882958291
Contributors: Weber, R.O.; Gunawardena, S.
Source: Self-asserted source
Rosina O Weber via Scopus - Elsevier

Discovering patterns of collaboration for recommendation

Proceedings of the 22nd International Florida Artificial Intelligence Research Society Conference, FLAIRS-22
2009 | Conference paper
EID:

2-s2.0-70350504323
Contributors: Gunawardena, S.; Weber, R.
Source: Self-asserted source
Rosina O Weber via Scopus - Elsevier

Prelude to the papers "Fuzzy case based reasoning for facial expression recognition" and "Temporal similarity by measuring possibilistic uncertainty in CBR"

Fuzzy Sets and Systems
2009 | Journal article
DOI: 10.1016/j.fss.2008.05.018
EID:

2-s2.0-54549114392
Contributors: Hüllermeier, E.; Richter, M.; Weber, R.
Source: Self-asserted source
Rosina O Weber via Scopus - Elsevier

Designing multifunctional knowledge management systems

Proceedings of the Annual Hawaii International Conference on System Sciences
2008 | Conference paper
DOI: 10.1109/HICSS.2008.117
EID:

2-s2.0-51449115513
Contributors: Weber, R.; Gunawardena, S.
Source: Self-asserted source
Rosina O Weber via Scopus - Elsevier

Horizontal case representation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2008 | Book
DOI: 10.1007/978-3-540-85502-6_37
EID:

2-s2.0-52149123510
Contributors: Weber, R.; Gunawardena, S.; MacDonald, C.
Source: Self-asserted source
Rosina O Weber via Scopus - Elsevier

Representing and retrieving knowledge artifacts

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2008 | Book
DOI: 10.1007/978-3-540-89447-6_10
EID:

2-s2.0-58049129039
Contributors: Weber, R.; Gunawardena, S.; Abraham, G.
Source: Self-asserted source
Rosina O Weber via Scopus - Elsevier

A lessons learned system in healthcare IT implementation.

AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium
2007 | Journal article
EID:

2-s2.0-56149104535
Contributors: Chen, Y.; Silverstein, S.; Weber, R.
Source: Self-asserted source
Rosina O Weber via Scopus - Elsevier

Generating reports from case-based knowledge artifacts

Proceedings of the Twentieth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2007
2007 | Conference paper
EID:

2-s2.0-37349087483
Contributors: Weber, R.O.; Gunawardena, S.; Proctor, J.M.
Source: Self-asserted source
Rosina O Weber via Scopus - Elsevier

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics: Preface

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2007 | Book
EID:

2-s2.0-38049080256
Contributors: Weber, R.O.; Richter, M.M.
Source: Self-asserted source
Rosina O Weber via Scopus - Elsevier

Nomadic context-aware knowledge management systems: applications, challenges and research problems

International Journal of Mobile Learning and Organisation
2007 | Journal article
EID:

2-s2.0-84921973608
Contributors: Becerra-Fernandez, I.; Cousins, K.C.; Weber, R.O.
Source: Self-asserted source
Rosina O Weber via Scopus - Elsevier

Report on the Seventh International Conference on Case-Based Reasoning

AI Magazine
2007 | Journal article
EID:

2-s2.0-39049172717
Contributors: Weber, R.; Richter, M.M.
Source: Self-asserted source
Rosina O Weber via Scopus - Elsevier

Addressing Failure Factors in Knowledge Management

EJKM
2007-07-01 | Journal article | Conceptualization, Writing - original draft, Writing - review & editing
Contributors: Rosina O Weber
Source: Self-asserted source
Rosina O Weber

Fuzzy set theory and uncertainty in case-based reasoning

Engineering Intelligent Systems
2006 | Journal article
EID:

2-s2.0-33846431265
Contributors: Weber, R.
Source: Self-asserted source
Rosina O Weber via Scopus - Elsevier

CBR for modeling complex systems

Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)
2005 | Conference paper
EID:

2-s2.0-26944491469
Contributors: Weber, R.; Proctor, J.M.; Waldstein, I.; Kriete, A.
Source: Self-asserted source
Rosina O Weber via Scopus - Elsevier

Integrated approach to detect inconspicuous contents

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2005 | Book
EID:

2-s2.0-33745377323
Contributors: Weber, R.; Waldstein, I.; Deshpande, A.; Proctor, J.M.
Source: Self-asserted source
Rosina O Weber via Scopus - Elsevier

Knowledge management in case-based reasoning

Knowledge Engineering Review
2005 | Journal article
DOI: 10.1017/S0269888906000543
EID:

2-s2.0-33646573025
Contributors: Althoff, K.-D.; Weber, R.O.
Source: Self-asserted source
Rosina O Weber via Scopus - Elsevier
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Peer review (5 reviews for 4 publications/grants)

Review activity for Artificial intelligence. (2)
Review activity for Expert systems with applications. (1)
Review activity for Knowledge-based systems. (1)
Review activity for Nature machine intelligence. (1)
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