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41

Building an Explainable Diagnostic Classification Model for Brain Tumor using Discharge Summaries
Nair, Priyanka C. ; Gupta, Deepa ; Devi, Bhagavatula Indira ; et al.
In Procedia Computer Science 2023 218:2058-2070

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42

A Comprehensive Guide to Explainable AI: From Classical Models to LLMs
Hsieh, Weiche ; Bi, Ziqian ; Jiang, Chuanqi ; et al.

Computer Science - Machi... Computer Science - Artif...
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43

Insights Into the Importance of Linguistic Textual Features on the Persuasiveness of Public Speaking
Barkar, Alisa ; Chollet, Mathieu ; Biancardi, Beatrice ; et al.
Companion Publication of the 25th International Conference on Multimodal Interaction. :51-55

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44

Explainable Fuzzy AI Challenge 2022: Winner's Approach to a Computationally Efficient and Explainable Solution.
Mishra, Sunny ; Shukla, Amit K. ; Muhuri, Pranab K.
Axioms (2075-1680). Oct2022, Vol. 11 Issue 10, pN.PAG-N.PAG. 15p.

ARTIFICIAL intelligence FUZZY logic FUZZY systems ARCADE games MATHEMATICAL optimizatio...
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45

Explainable AI with Python
Gianfagna, Leonida ; Di Cecco, Antonio
ISBN 9783030686390 9783030686406.

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46

Enhancing Land Cover Mapping and Monitoring: An Interactive and Explainable Machine Learning Approach Using Google Earth Engine.
Chen, Haifei ; Yang, Liping ; Wu, Qiusheng
Remote Sensing. Sep2023, Vol. 15 Issue 18, p4585. 17p.

LAND cover MACHINE learning LAND use mapping PYTHON programming langu... ARTIFICIAL intelligence REMOTE sensing
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47

An eXplainable Artificial Intelligence tool for statistical arbitrage
Carta, Salvatore ; Consoli, Sergio ; Podda, Alessandro Sebastian ; et al.
In Software Impacts December 2022 14

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48

PyExplainer : explaining the predictions of just-in-time defect models
Pornprasit, Chanathip ; Tantithamthavorn, Chakkrit ; Jiarpakdee, Jirayus ; et al.
Proceedings of the 36th IEEE/ACM International Conference on Automated Software Engineering. :407-418

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49

FFTree: A flexible tree to handle multiple fairness criteria
Castelnovo, Alessandro ; Cosentini, Andrea ; Malandri, Lorenzo ; et al.
In Information Processing and Management November 2022 59(6)

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50

XAITK: The explainable AI toolkit
Brian Hu ; Paul Tunison ; Bhavan Vasu ; et al.
Applied AI Letters, Vol 2, Iss 4, Pp n/a-n/a (2021)

analytics autonomy explainable AI (XAI) saliency software framework toolkit …
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51

SurvSHAP(t): Time-dependent explanations of machine learning survival models
Krzyziński, Mateusz ; Spytek, Mikołaj ; Baniecki, Hubert ; et al.
In Knowledge-Based Systems 28 February 2023 262

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52

FM-G-CAM: A Holistic Approach for Explainable AI in Computer Vision
Silva, Ravidu Suien Rammuni ; Bird, Jordan J.

Computer Science - Compu... Computer Science - Artif... Computer Science - Machi...
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53

Implementation of AI in radiology: the perspective of referring physicians.
Gotta, Jennifer ; Grünewald, Leon D. ; Koch, Vitali ; et al.
Insights into Imaging. 10/31/2025, Vol. 16 Issue 1, p1-8. 8p.

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54

Chapter 7 - Explaining neural networks in natural language
Kaczmarek-Majer, Katarzyna
In Introduction to Intricate Artificial Psychology with Python 2026:121-133

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55

Recent advances in the SISSO method and their implementation in the SISSO++ code.
Purcell, Thomas A. R. ; Scheffler, Matthias ; Ghiringhelli, Luca M.
Journal of Chemical Physics. 9/21/2023, Vol. 159 Issue 11, p1-10. 10p.

ARTIFICIAL intelligence C++ ALGORITHMS GRAMMAR PYTHON programming langu... CLASSIFICATION
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56

Deep Learning Approaches for Brain Tumor Classification in MRI Scans: An Analysis of Model Interpretability
Emanuela F. Gomes ; Ramiro S. Barbosa
Applied Sciences, Vol 16, Iss 2, p 831 (2026)

Artificial Intelligence... Deep Learning (DL) Convolutional Neural Net... Explainable Artificial I... brain tumor classificati... medical imaging …
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57

Analyzing key factors influencing IPL cricket scores using explainability and multimodal data.
Bhatnagar, Mohit ; Bhatnagar, Manya
Journal of Quantitative Analysis in Sports. Sep2025, Vol. 21 Issue 3, p253-267.

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59

Explainable Deep Learning for Real-Time Credit Card Fraud Detection in Tokenized Transactions
Sugumar, Balakumaran
International Journal of Computer Science and Security (IJCSS). October, 2025, Vol. 19 Issue 5, p146, 11 p.

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60

A Novel Intelligent Classifier with Explainable AI Based Intrusion Detection System in SDN
Cherian, Sumesh Joe
2025 International Conference on Smart & Sustainable Technology (INCSST) Smart & Sustainable Technology (INCSST), 2025 International Conference on. :1-7 Jul, 2025

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