Academic literature on the topic 'Explainable AI (XAI)'
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Journal articles on the topic "Explainable AI (XAI)"
Thrun, Michael C., Alfred Ultsch, and Lutz Breuer. "Explainable AI Framework for Multivariate Hydrochemical Time Series." Machine Learning and Knowledge Extraction 3, no. 1 (February 4, 2021): 170–204. http://dx.doi.org/10.3390/make3010009.
Full textClement, Tobias, Nils Kemmerzell, Mohamed Abdelaal, and Michael Amberg. "XAIR: A Systematic Metareview of Explainable AI (XAI) Aligned to the Software Development Process." Machine Learning and Knowledge Extraction 5, no. 1 (January 11, 2023): 78–108. http://dx.doi.org/10.3390/make5010006.
Full textMedianovskyi, Kyrylo, and Ahti-Veikko Pietarinen. "On Explainable AI and Abductive Inference." Philosophies 7, no. 2 (March 23, 2022): 35. http://dx.doi.org/10.3390/philosophies7020035.
Full textGunning, David, and David Aha. "DARPA’s Explainable Artificial Intelligence (XAI) Program." AI Magazine 40, no. 2 (June 24, 2019): 44–58. http://dx.doi.org/10.1609/aimag.v40i2.2850.
Full textBurkart, Nadia, Danilo Brajovic, and Marco F. Huber. "Explainable AI: introducing trust and comprehensibility to AI engineering." at - Automatisierungstechnik 70, no. 9 (September 1, 2022): 787–92. http://dx.doi.org/10.1515/auto-2022-0013.
Full textRajabi, Enayat, and Somayeh Kafaie. "Knowledge Graphs and Explainable AI in Healthcare." Information 13, no. 10 (September 28, 2022): 459. http://dx.doi.org/10.3390/info13100459.
Full textMishra, Sunny, Amit K. Shukla, and Pranab K. Muhuri. "Explainable Fuzzy AI Challenge 2022: Winner’s Approach to a Computationally Efficient and Explainable Solution." Axioms 11, no. 10 (September 20, 2022): 489. http://dx.doi.org/10.3390/axioms11100489.
Full textChaddad, Ahmad, Jihao Peng, Jian Xu, and Ahmed Bouridane. "Survey of Explainable AI Techniques in Healthcare." Sensors 23, no. 2 (January 5, 2023): 634. http://dx.doi.org/10.3390/s23020634.
Full textZhang, Yiming, Ying Weng, and Jonathan Lund. "Applications of Explainable Artificial Intelligence in Diagnosis and Surgery." Diagnostics 12, no. 2 (January 19, 2022): 237. http://dx.doi.org/10.3390/diagnostics12020237.
Full textOwens, Emer, Barry Sheehan, Martin Mullins, Martin Cunneen, Juliane Ressel, and German Castignani. "Explainable Artificial Intelligence (XAI) in Insurance." Risks 10, no. 12 (December 1, 2022): 230. http://dx.doi.org/10.3390/risks10120230.
Full textDissertations / Theses on the topic "Explainable AI (XAI)"
Vincenzi, Leonardo. "eXplainable Artificial Intelligence User Experience: contesto e stato dell’arte." Bachelor's thesis, Alma Mater Studiorum - Università di Bologna, 2021. http://amslaurea.unibo.it/23338/.
Full textCorinaldesi, Marianna. "Explainable AI: tassonomia e analisi di modelli spiegabili per il Machine Learning." Master's thesis, Alma Mater Studiorum - Università di Bologna, 2022.
Find full textHammarström, Tobias. "Towards Explainable Decision-making Strategies of Deep Convolutional Neural Networks : An exploration into explainable AI and potential applications within cancer detection." Thesis, Uppsala universitet, Avdelningen för visuell information och interaktion, 2020. http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-424779.
Full textGjeka, Mario. "Uno strumento per le spiegazioni di sistemi di Explainable Artificial Intelligence." Bachelor's thesis, Alma Mater Studiorum - Università di Bologna, 2020.
Find full textBooks on the topic "Explainable AI (XAI)"
Sayed-Mouchaweh, Moamar. Explainable AI Within the Digital Transformation and Cyber Physical Systems: XAI Methods and Applications. Springer International Publishing AG, 2022.
Find full textSayed-Mouchaweh, Moamar. Explainable AI Within the Digital Transformation and Cyber Physical Systems: XAI Methods and Applications. Springer International Publishing AG, 2021.
Find full textBook chapters on the topic "Explainable AI (XAI)"
Montavon, Grégoire, Jacob Kauffmann, Wojciech Samek, and Klaus-Robert Müller. "Explaining the Predictions of Unsupervised Learning Models." In xxAI - Beyond Explainable AI, 117–38. Cham: Springer International Publishing, 2022. http://dx.doi.org/10.1007/978-3-031-04083-2_7.
Full textHolzinger, Andreas, Randy Goebel, Ruth Fong, Taesup Moon, Klaus-Robert Müller, and Wojciech Samek. "xxAI - Beyond Explainable Artificial Intelligence." In xxAI - Beyond Explainable AI, 3–10. Cham: Springer International Publishing, 2022. http://dx.doi.org/10.1007/978-3-031-04083-2_1.
Full textGianfagna, Leonida, and Antonio Di Cecco. "Model-Agnostic Methods for XAI." In Explainable AI with Python, 81–113. Cham: Springer International Publishing, 2021. http://dx.doi.org/10.1007/978-3-030-68640-6_4.
Full textMamalakis, Antonios, Imme Ebert-Uphoff, and Elizabeth A. Barnes. "Explainable Artificial Intelligence in Meteorology and Climate Science: Model Fine-Tuning, Calibrating Trust and Learning New Science." In xxAI - Beyond Explainable AI, 315–39. Cham: Springer International Publishing, 2022. http://dx.doi.org/10.1007/978-3-031-04083-2_16.
Full textDinu, Marius-Constantin, Markus Hofmarcher, Vihang P. Patil, Matthias Dorfer, Patrick M. Blies, Johannes Brandstetter, Jose A. Arjona-Medina, and Sepp Hochreiter. "XAI and Strategy Extraction via Reward Redistribution." In xxAI - Beyond Explainable AI, 177–205. Cham: Springer International Publishing, 2022. http://dx.doi.org/10.1007/978-3-031-04083-2_10.
Full textGianfagna, Leonida, and Antonio Di Cecco. "Making Science with Machine Learning and XAI." In Explainable AI with Python, 143–64. Cham: Springer International Publishing, 2021. http://dx.doi.org/10.1007/978-3-030-68640-6_6.
Full textMishra, Pradeepta. "Counterfactual Explanations for XAI Models." In Practical Explainable AI Using Python, 265–78. Berkeley, CA: Apress, 2021. http://dx.doi.org/10.1007/978-1-4842-7158-2_10.
Full textBecking, Daniel, Maximilian Dreyer, Wojciech Samek, Karsten Müller, and Sebastian Lapuschkin. "ECQ$$^{\text {x}}$$: Explainability-Driven Quantization for Low-Bit and Sparse DNNs." In xxAI - Beyond Explainable AI, 271–96. Cham: Springer International Publishing, 2022. http://dx.doi.org/10.1007/978-3-031-04083-2_14.
Full textTsai, Chun-Hua, and John M. Carroll. "Logic and Pragmatics in AI Explanation." In xxAI - Beyond Explainable AI, 387–96. Cham: Springer International Publishing, 2022. http://dx.doi.org/10.1007/978-3-031-04083-2_19.
Full textHolzinger, Andreas, Anna Saranti, Christoph Molnar, Przemyslaw Biecek, and Wojciech Samek. "Explainable AI Methods - A Brief Overview." In xxAI - Beyond Explainable AI, 13–38. Cham: Springer International Publishing, 2022. http://dx.doi.org/10.1007/978-3-031-04083-2_2.
Full textConference papers on the topic "Explainable AI (XAI)"
Hughes, Rowan, Cameron Edmond, Lindsay Wells, Mashhuda Glencross, Liming Zhu, and Tomasz Bednarz. "eXplainable AI (XAI)." In SA '20: SIGGRAPH Asia 2020. New York, NY, USA: ACM, 2019. http://dx.doi.org/10.1145/3415263.3419166.
Full textIgnatiev, Alexey. "Towards Trustable Explainable AI." In Twenty-Ninth International Joint Conference on Artificial Intelligence and Seventeenth Pacific Rim International Conference on Artificial Intelligence {IJCAI-PRICAI-20}. California: International Joint Conferences on Artificial Intelligence Organization, 2020. http://dx.doi.org/10.24963/ijcai.2020/726.
Full textPalacio, Sebastian, Adriano Lucieri, Mohsin Munir, Sheraz Ahmed, Jorn Hees, and Andreas Dengel. "XAI Handbook: Towards a Unified Framework for Explainable AI." In 2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW). IEEE, 2021. http://dx.doi.org/10.1109/iccvw54120.2021.00420.
Full textČyras, Kristijonas, Antonio Rago, Emanuele Albini, Pietro Baroni, and Francesca Toni. "Argumentative XAI: A Survey." In Thirtieth International Joint Conference on Artificial Intelligence {IJCAI-21}. California: International Joint Conferences on Artificial Intelligence Organization, 2021. http://dx.doi.org/10.24963/ijcai.2021/600.
Full textByrne, Ruth M. J. "Counterfactuals in Explainable Artificial Intelligence (XAI): Evidence from Human Reasoning." In Twenty-Eighth International Joint Conference on Artificial Intelligence {IJCAI-19}. California: International Joint Conferences on Artificial Intelligence Organization, 2019. http://dx.doi.org/10.24963/ijcai.2019/876.
Full textD'Alterio, Pasquale, Jonathan M. Garibaldi, and Robert I. John. "Constrained Interval Type-2 Fuzzy Classification Systems for Explainable AI (XAI)." In 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). IEEE, 2020. http://dx.doi.org/10.1109/fuzz48607.2020.9177671.
Full textNyre-Yu, Megan, Elizabeth Morris, Michael Smith, Blake Moss, and Charles Smutz. "Explainable AI in Cybersecurity Operations: Lessons Learned from xAI Tool Deployment." In Symposium on Usable Security. Reston, VA: Internet Society, 2022. http://dx.doi.org/10.14722/usec.2022.23014.
Full textAhamed, Aadil, Kamran Alipour, Sateesh Kumar, Severine Soltani, and Michael Pazzani. "Improving Explanations of Image Classification with Ensembles of Learners." In 8th International Conference on Artificial Intelligence and Applications (AI 2022). Academy and Industry Research Collaboration Center (AIRCC), 2022. http://dx.doi.org/10.5121/csit.2022.121801.
Full textGuerdan, Luke, Alex Raymond, and Hatice Gunes. "Toward Affective XAI: Facial Affect Analysis for Understanding Explainable Human-AI Interactions." In 2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW). IEEE, 2021. http://dx.doi.org/10.1109/iccvw54120.2021.00423.
Full textYang, Guang, Arvind Rao, Christine Fernandez-Maloigne, Vince Calhoun, and Gloria Menegaz. "Explainable AI (XAI) In Biomedical Signal and Image Processing: Promises and Challenges." In 2022 IEEE International Conference on Image Processing (ICIP). IEEE, 2022. http://dx.doi.org/10.1109/icip46576.2022.9897629.
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