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Статті в журналах з теми "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.
Повний текст джерелаClement, 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.
Повний текст джерелаMedianovskyi, 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.
Повний текст джерелаGunning, 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.
Повний текст джерелаBurkart, 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.
Повний текст джерелаRajabi, 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.
Повний текст джерелаMishra, 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.
Повний текст джерелаChaddad, 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.
Повний текст джерелаZhang, 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.
Повний текст джерелаOwens, 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.
Повний текст джерелаДисертації з теми "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/.
Повний текст джерелаCorinaldesi, Marianna. "Explainable AI: tassonomia e analisi di modelli spiegabili per il Machine Learning." Master's thesis, Alma Mater Studiorum - Università di Bologna, 2022.
Знайти повний текст джерелаHammarström, 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.
Повний текст джерелаGjeka, Mario. "Uno strumento per le spiegazioni di sistemi di Explainable Artificial Intelligence." Bachelor's thesis, Alma Mater Studiorum - Università di Bologna, 2020.
Знайти повний текст джерелаКниги з теми "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.
Знайти повний текст джерелаSayed-Mouchaweh, Moamar. Explainable AI Within the Digital Transformation and Cyber Physical Systems: XAI Methods and Applications. Springer International Publishing AG, 2021.
Знайти повний текст джерелаЧастини книг з теми "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.
Повний текст джерелаHolzinger, 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.
Повний текст джерелаGianfagna, 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.
Повний текст джерелаMamalakis, 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.
Повний текст джерелаDinu, 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.
Повний текст джерелаGianfagna, 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.
Повний текст джерелаMishra, 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.
Повний текст джерелаBecking, 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.
Повний текст джерелаTsai, 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.
Повний текст джерелаHolzinger, 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.
Повний текст джерелаТези доповідей конференцій з теми "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.
Повний текст джерелаIgnatiev, 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.
Повний текст джерелаPalacio, 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.
Повний текст джерелаČyras, 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.
Повний текст джерелаByrne, 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.
Повний текст джерелаD'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.
Повний текст джерелаNyre-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.
Повний текст джерелаAhamed, 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.
Повний текст джерелаGuerdan, 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.
Повний текст джерелаYang, 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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