المؤلفون: Wang, Zhendong, Samsten, Isak, 1987, Miliou, Ioanna, Mochaourab, Rami, Papapetrou, Panagiotis, 1981

المصدر: Machine Learning. 113:4639-4669

مصطلحات موضوعية: Time series classification, Interpretability, Counterfactual explanation, s Deep learning, data- och systemvetenskap, Computer and Systems Sciences

وصف الملف: print

URL الوصول: https://urn.kb.se/resolve?urn=urn:nbn:se:su:diva-227717
https://doi.org/10.1007/s10994-023-06502-x

المؤلفون: Mochaourab, Rami, Sinha, Sugandh, Greenstein, Stanley, Papapetrou, Panagiotis

المصدر: Lecture Notes in Computer Science. :662-666

مصطلحات موضوعية: Counterfactual explanations, Differential privacy, Support vector machines, Economic and social effects, Sensitive data, Classification accuracy, Counterfactual explanation, Counterfactuals, Differential privacies, Machine-learning, Privacy mechanisms, Privacy preservation, Sensitive datas, Support vector machine classification, Support vectors machine

وصف الملف: print

URL الوصول: https://urn.kb.se/resolve?urn=urn:nbn:se:ri:diva-65393
https://doi.org/10.1007/978-3-031-26422-1_52

المؤلفون: Andersson, Tim, 1989

المساهمون: Bohlin, Markus, Professor, 1976, Ahlskog, Mats, Phd, 1970, Olsson, Tomas, Phd, Asbjörnsson, Gauti, Docent

المصدر: Mälardalen University Press Licentiate Theses.

مصطلحات موضوعية: Anomaly detection, Sample size prediction, Learning curves, Machine learning, Quality control, : Explainable artificial intelligence, Counterfactual explanation, Computer Science, datavetenskap

وصف الملف: electronic

URL الوصول: https://urn.kb.se/resolve?urn=urn:nbn:se:mdh:diva-66506
https://mdh.diva-portal.org/smash/get/diva2:1854238/FULLTEXT03.pdf

المؤلفون: Andersson, Tim, Bohlin, Markus, 1976, Ahlskog, Mats, 1970, Olsson, Tomas

مصطلحات موضوعية: —Explainable artificial intelligence, Counterfactual explanation, Anomaly detection, Principal component analysis, Computer Science, datavetenskap

وصف الملف: electronic

URL الوصول: https://urn.kb.se/resolve?urn=urn:nbn:se:mdh:diva-66503
https://mdh.diva-portal.org/smash/get/diva2:1854189/FULLTEXT01.pdf

المؤلفون: Ebtisam AlJalaud, Manar Hosny

المصدر: IEEE Access, Vol 12, Pp 74993-75009 (2024)

مصطلحات موضوعية: Explainable artificial intelligence, counterfactual explanation, genetic algorithm, machine learning, artificial neural network, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

وصف الملف: electronic resource

Relation: https://ieeexplore.ieee.org/document/10536083/; https://doaj.org/toc/2169-3536

URL الوصول: https://doaj.org/article/6171c9aac4c7412daee4a55579e65f77

المؤلفون: Betul Bayrak, Kerstin Bach

المصدر: IEEE Access, Vol 12, Pp 137683-137695 (2024)

مصطلحات موضوعية: Explainable artificial intelligence (XAI), instance-based explanation, contrastive explanation evaluation, counterfactual explanation evaluation, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

وصف الملف: electronic resource

Relation: https://ieeexplore.ieee.org/document/10550910/; https://doaj.org/toc/2169-3536

URL الوصول: https://doaj.org/article/7d699a0cb27b40a5a1f8b7df9e29c455

المؤلفون: Ebtisam AlJalaud, Manar Hosny

المصدر: Mathematics, Vol 12, Iss 23, p 3727 (2024)

مصطلحات موضوعية: explainable artificial intelligence, counterfactual explanation, genetic algorithm, machine learning, feature importance, Pearson correlation, Mathematics, QA1-939

وصف الملف: electronic resource

Relation: https://www.mdpi.com/2227-7390/12/23/3727; https://doaj.org/toc/2227-7390

URL الوصول: https://doaj.org/article/003cfbea0d9f4bf6bcc514801dffeaf5

المؤلفون: Theobald, Claire, Pennerath, Frédéric, Conan-Guez, Brieuc, Couceiro, Miguel, Napoli, Amedeo

المساهمون: CentraleSupélec, Laboratoire Lorrain de Recherche en Informatique et ses Applications (LORIA), Institut National de Recherche en Informatique et en Automatique (Inria)-Université de Lorraine (UL)-Centre National de la Recherche Scientifique (CNRS), Knowledge representation, reasonning (ORPAILLEUR), Department of Natural Language Processing & Knowledge Discovery (LORIA - NLPKD), Institut National de Recherche en Informatique et en Automatique (Inria)-Université de Lorraine (UL)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche en Informatique et en Automatique (Inria)-Université de Lorraine (UL)-Centre National de la Recherche Scientifique (CNRS)-Laboratoire Lorrain de Recherche en Informatique et ses Applications (LORIA), Institut National de Recherche en Informatique et en Automatique (Inria)-Université de Lorraine (UL)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche en Informatique et en Automatique (Inria)-Université de Lorraine (UL)-Centre National de la Recherche Scientifique (CNRS), CentraleSupélec campus de Metz, ANR-19-CE23-0024,AstroDeep,Analyse de données astronomiques massives avec de l'apprentissage machine(2019)

المصدر: The 32th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. ; https://hal.science/hal-04894691 ; The 32th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning., Oct 2024, Bruges (Belgium), Belgium

مصطلحات موضوعية: counterfactual explanation, VAE, ensemble of models, [INFO]Computer Science [cs]

جغرافية الموضوع: Bruges (Belgium), Belgium

الاتاحة: https://hal.science/hal-04894691
https://hal.science/hal-04894691v1/document
https://hal.science/hal-04894691v1/file/ESANN_2024-final.pdf

المؤلفون: Chernyaeva, Olga, Hong, Taeho, Lee, One-Ki Daniel

مصطلحات موضوعية: Conversational AI and Ethical Issues, counterfactual explanation, fake review detection, generated reviews, gpt, xai

وصف الملف: application/pdf

Relation: Proceedings of the 57th Hawaii International Conference on System Sciences; aa4185cc-4a20-4f45-affc-3714a3e40092; https://hdl.handle.net/10125/106431

الاتاحة: https://hdl.handle.net/10125/106431

المؤلفون: Jahangoshai Rezaee, Mustafa, Abbaspour Onari, Mohsen, Saberi, Morteza

المصدر: Jahangoshai Rezaee , M , Abbaspour Onari , M & Saberi , M 2024 , ' A data-driven decision support framework for DEA target setting : an explainable AI approach ' , Engineering Applications of Artificial Intelligence , vol. 127 , no. part A , 107222 . https://doi.org/10.1016/j.engappai.2023.107222

مصطلحات موضوعية: Benchmarking, Data envelopment analysis, Explainable artificial intelligence, LIME, Multi-objective counterfactual explanation, Target setting

وصف الملف: application/pdf

الاتاحة: https://research.tue.nl/en/publications/70604887-b55b-4cb1-9886-296f2d3374ba
https://doi.org/10.1016/j.engappai.2023.107222
https://pure.tue.nl/ws/files/314138370/1-s2.0-S0952197623014069-main.pdf
http://www.scopus.com/inward/record.url?scp=85173389912&partnerID=8YFLogxK

المؤلفون: Norman, Ludvig

المصدر: European Journal of International Relations. 27(3):936-959

مصطلحات موضوعية: causal explanation, interpretive process tracing, constitutive explanation, methodology, interpretive international studies, counterfactual explanation

وصف الملف: print

URL الوصول: https://urn.kb.se/resolve?urn=urn:nbn:se:su:diva-194145
https://doi.org/10.1177/13540661211006454

المؤلفون: Yaoliang Liu, Jinlin Zhu, Hongchao Wang, Wenwei Lu, Yuan Kun LEE, Jianxin Zhao, Hao Zhang

المصدر: BMC Genomics, Vol 23, Iss 1, Pp 1-14 (2022)

مصطلحات موضوعية: Obesity, Gut microbiome, Machine learning, Geography, Ensemble learning, Counterfactual explanation, Biotechnology, TP248.13-248.65, Genetics, QH426-470

وصف الملف: electronic resource

Relation: https://doaj.org/toc/1471-2164

URL الوصول: https://doaj.org/article/189b17159e064b2fba16a2ad4963e7fe

المؤلفون: Violet van Dee, Seyed Mostafa Kia, Inge Winter-van Rossum, René S. Kahn, Wiepke Cahn, Hugo G. Schnack

المصدر: Frontiers in Psychiatry, Vol 14 (2023)

مصطلحات موضوعية: psychosis, comorbidity, precision psychiatry, machine learning, counterfactual explanation, Psychiatry, RC435-571

وصف الملف: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fpsyt.2023.1237490/full; https://doaj.org/toc/1664-0640

URL الوصول: https://doaj.org/article/aaaef5dd2ba946609dc8b18937e1a9f3

المؤلفون: Guyomard, Victor, Fessant, Françoise, Guyet, Thomas, Bouadi, Tassadit, Termier, Alexandre

المساهمون: Orange Innovation, Large Scale Collaborative Data Mining (LACODAM), Inria Rennes – Bretagne Atlantique, Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)-GESTION DES DONNÉES ET DE LA CONNAISSANCE (IRISA-D7), Institut de Recherche en Informatique et Systèmes Aléatoires (IRISA), Université de Rennes (UR)-Institut National des Sciences Appliquées - Rennes (INSA Rennes), Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Université de Bretagne Sud (UBS)-École normale supérieure - Rennes (ENS Rennes)-Institut National de Recherche en Informatique et en Automatique (Inria)-CentraleSupélec-Centre National de la Recherche Scientifique (CNRS)-IMT Atlantique (IMT Atlantique), Institut Mines-Télécom Paris (IMT)-Institut Mines-Télécom Paris (IMT)-Université de Rennes (UR)-Institut National des Sciences Appliquées - Rennes (INSA Rennes), Institut Mines-Télécom Paris (IMT)-Institut Mines-Télécom Paris (IMT)-Institut de Recherche en Informatique et Systèmes Aléatoires (IRISA), Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Université de Bretagne Sud (UBS)-École normale supérieure - Rennes (ENS Rennes)-CentraleSupélec-Centre National de la Recherche Scientifique (CNRS)-IMT Atlantique (IMT Atlantique), Institut Mines-Télécom Paris (IMT)-Institut Mines-Télécom Paris (IMT), La pharmacologie des neurones et des astrocytes à l’aide des sciences du numérique (AISTROSIGHT), Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Université de Lyon-Centre Hospitalier Lyon Sud CHU - HCL (CHLS), Hospices Civils de Lyon (HCL)-Hospices Civils de Lyon (HCL)-Theranexus Lyon -Inria Lyon, Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)

المصدر: ECML/PKDD 2023 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases ; https://hal.science/hal-04255496 ; ECML/PKDD 2023 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2023, Turin, Italy. pp.330-334, ⟨10.1007/978-3-031-43430-3_25⟩

مصطلحات موضوعية: Counterfactual Explanation, Visualization tool, [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]

جغرافية الموضوع: Turin, Italy

الاتاحة: https://hal.science/hal-04255496
https://hal.science/hal-04255496v1/document
https://hal.science/hal-04255496v1/file/Demo_XAItool.pdf
https://doi.org/10.1007/978-3-031-43430-3_25

المؤلفون: Guyomard, Victor, Fessant, Françoise, Guyet, Thomas, Bouadi, Tassadit, Termier, Alexandre

المساهمون: Orange Innovation, Large Scale Collaborative Data Mining (LACODAM), Inria Rennes – Bretagne Atlantique, Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)-GESTION DES DONNÉES ET DE LA CONNAISSANCE (IRISA-D7), Institut de Recherche en Informatique et Systèmes Aléatoires (IRISA), Université de Rennes (UR)-Institut National des Sciences Appliquées - Rennes (INSA Rennes), Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Université de Bretagne Sud (UBS)-École normale supérieure - Rennes (ENS Rennes)-Institut National de Recherche en Informatique et en Automatique (Inria)-CentraleSupélec-Centre National de la Recherche Scientifique (CNRS)-IMT Atlantique (IMT Atlantique), Institut Mines-Télécom Paris (IMT)-Institut Mines-Télécom Paris (IMT)-Université de Rennes (UR)-Institut National des Sciences Appliquées - Rennes (INSA Rennes), Institut Mines-Télécom Paris (IMT)-Institut Mines-Télécom Paris (IMT)-Institut de Recherche en Informatique et Systèmes Aléatoires (IRISA), Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Université de Bretagne Sud (UBS)-École normale supérieure - Rennes (ENS Rennes)-CentraleSupélec-Centre National de la Recherche Scientifique (CNRS)-IMT Atlantique (IMT Atlantique), Institut Mines-Télécom Paris (IMT)-Institut Mines-Télécom Paris (IMT), La pharmacologie des neurones et des astrocytes à l’aide des sciences du numérique (AISTROSIGHT), Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Université de Lyon-Centre Hospitalier Lyon Sud CHU - HCL (CHLS), Hospices Civils de Lyon (HCL)-Hospices Civils de Lyon (HCL)-Theranexus Lyon -Inria Lyon, Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)

المصدر: ECML/PKDD - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases ; https://hal.science/hal-04255500 ; ECML/PKDD - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2023, Turin (Italie), Italy. pp.1-16

مصطلحات موضوعية: Counterfactual explanation, Robustness, Algorithmic recourse, [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]

جغرافية الموضوع: Turin (Italie), Italy

Relation: hal-04255500; https://hal.science/hal-04255500; https://hal.science/hal-04255500/document; https://hal.science/hal-04255500/file/generating_robust_counterfactuals.pdf

الاتاحة: https://hal.science/hal-04255500
https://hal.science/hal-04255500/document
https://hal.science/hal-04255500/file/generating_robust_counterfactuals.pdf

المؤلفون: Nabijiang, Alimire, Mukhopadhyay, Supratik, Zhu, Yimin, Gudishala, Ravindra, Saeidi, Sanaz, Liu, Qun

المصدر: Proceedings of the Annual Meeting of the Cognitive Science Society. 41

مصطلحات موضوعية: Causal and Counterfactual Explanation

وصف الملف: application/pdf

URL الوصول: https://escholarship.org/uc/item/3363t9jg
https://escholarship.org/content/qt3363t9jg/qt3363t9jg.pdf

المؤلفون: Xolani Dastile, Turgay Celik, Hans Vandierendonck

المصدر: IEEE Access, Vol 10, Pp 69543-69554 (2022)

مصطلحات موضوعية: Credit scoring, machine learning, counterfactual explanation, explainable AI, genetic algorithm, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

وصف الملف: electronic resource

Relation: https://ieeexplore.ieee.org/document/9781414/; https://doaj.org/toc/2169-3536

URL الوصول: https://doaj.org/article/39e03a8703404d4bb00909810046ba7a

المؤلفون: Marco Virgolin, Saverio Fracaros

المساهمون: Virgolin, Marco, Fracaros, Saverio

مصطلحات موضوعية: Counterfactual explanation, Explainable machine learning, Explainable artificial intelligence, Robustne, Uncertainty

Relation: info:eu-repo/semantics/altIdentifier/wos/WOS:000909890700001; volume:326/2023; firstpage:"-"; lastpage:"-"; numberofpages:30; journal:ARTIFICIAL INTELLIGENCE; https://hdl.handle.net/11368/3060940; info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-85144486321; https://www.sciencedirect.com/science/article/pii/S0004370222001801?via=ihub

الاتاحة: https://hdl.handle.net/11368/3060940
https://doi.org/10.1016/j.artint.2022.103840
https://www.sciencedirect.com/science/article/pii/S0004370222001801?via=ihub

المؤلفون: Alfeo, Antonio Luca, Zippo, Antonio G, Catrambone, Vincenzo, Cimino, Mario G C A, Toschi, Nicola, Valenza, Gaetano

المساهمون: Alfeo, Antonio Luca, Zippo, Antonio G, Catrambone, Vincenzo, Cimino, Mario G C A, Toschi, Nicola, Valenza, Gaetano

مصطلحات موضوعية: Affective computing, Counterfactual explanation, Feature importance, eXplainable artificial intelligence, fMRI

وصف الملف: ELETTRONICO

Relation: info:eu-repo/semantics/altIdentifier/pmid/37086584; info:eu-repo/semantics/altIdentifier/wos/WOS:000984825600001; volume:236; firstpage:107550; lastpage:107561; numberofpages:12; journal:COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE; https://hdl.handle.net/11568/1176992; info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-85152898094; https://www.sciencedirect.com/science/article/pii/S0169260723002158?via=ihub

الاتاحة: https://hdl.handle.net/11568/1176992
https://doi.org/10.1016/j.cmpb.2023.107550
https://www.sciencedirect.com/science/article/pii/S0169260723002158?via=ihub

المؤلفون: Jeyasothy, Adulam, Laugel, Thibault, Lesot, Marie-Jeanne, Marsala, Christophe, Detyniecki, Marcin

المساهمون: Learning, Fuzzy and Intelligent systems (LFI), LIP6, Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS), AXA France, Polska Akademia Nauk = Polish Academy of Sciences = Académie polonaise des sciences (PAN)

المصدر: ISSN: 0888-613X ; International Journal of Approximate Reasoning ; https://hal.science/hal-04337026 ; International Journal of Approximate Reasoning, 2023, 160, pp.108944. ⟨10.1016/j.ijar.2023.108944⟩.

مصطلحات موضوعية: eXplainable Artificial Intelligence, XAI, user knowledge, compatibility, counterfactual explanation, surrogate model explanations, local feature importance, [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]

Relation: hal-04337026; https://hal.science/hal-04337026; https://hal.science/hal-04337026/document; https://hal.science/hal-04337026/file/IJAR2023.pdf

الاتاحة: https://hal.science/hal-04337026
https://hal.science/hal-04337026/document
https://hal.science/hal-04337026/file/IJAR2023.pdf
https://doi.org/10.1016/j.ijar.2023.108944