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41

DiSciPLE: Learning Interpretable Programs for Scientific Visual Discovery
Mall, Utkarsh ; Phoo, Cheng Perng ; Chiquier, Mia ; et al.

Computer Science - Compu... Computer Science - Machi...
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42

An Interpretable Deep Learning System for Automatic Intracranial Hemorrhage Diagnosis with CT Image
Wang, Zhongxuan ; Wu, Letian ; Ji, Xiangcheng
Proceedings of the 2021 International Conference on Bioinformatics and Intelligent Computing. :338-357

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43

Smart Operators for Inducing Colorectal Cancer Classification Trees with PonyGE2 Grammatical Evolution Python Package
Delgado-Osuna, Jose A. ; Garcia-Martinez, Carlos ; Ventura, Sebastian
2022 IEEE Congress on Evolutionary Computation (CEC) Evolutionary Computation (CEC), 2022 IEEE Congress on. :1-9 Jul, 2022

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44

Machine learning-assisted sensing platform for simultaneous and visual detection of tetracycline hydrochloride and ofloxacin
Zhang, Meng ; Kong, Yiming ; Wang, Haochen ; et al.
In Biosensors and Bioelectronics 1 February 2026 293

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45

Machine learning-based prediction model for arteriovenous fistula thrombosis risk: a retrospective cohort study from 2017 to 2024.
Shu P ; Huang L ; Wang X ; et al.
Publisher: BioMed Central Country of Publication: England NLM ID: 100967793 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2369 (Electronic) Linking ISSN: 14712369 NLM ISO Abbreviation: BMC Nephrol Subsets: MEDLINE

Humans Retrospective Studies Female Male Middle Aged Risk Assessment methods …
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46

Strength evaluation sustainable concrete with waste ingredients at elevated temperature by employing interpretable algorithms: Optimization and hyper tuning
Hu, Yuan ; Alaskar, Abdul Aziz ; Althoey, Fadi ; et al.
In Materials Today Communications August 2023 36

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47

Development and Validation of an Explainable Machine Learning Model for Warning of Hepatitis E Virus-Related Acute Liver Failure.
Dong R ; Luo Z ; Xue H ; et al.
Publisher: Wiley-Blackwell Country of Publication: United States NLM ID: 101160857 Publication Model: Print Cited Medium: Internet ISSN: 1478-3231 (Electronic) Linking ISSN: 14783223 NLM ISO Abbreviation: Liver Int Subsets: MEDLINE

Humans Retrospective Studies Male Female Middle Aged Adult …
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48

An Interpretable Machine Learning Framework for Modeling High-Resolution Spectroscopic Data
Gully-Santiago, Michael A. ; Morley, Caroline V.

Astrophysics - Instrumen... Astrophysics - Solar and...
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49

PyKale: Knowledge-Aware Machine Learning from Multiple Sources in Python
Lu, Haiping ; Liu, Xianyuan ; Turner, Robert ; et al.

Computer Science - Machi... Computer Science - Artif... Computer Science - Compu... Statistics - Machine Lea...
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50

A Performance Study of Deep Neural Network Representations of Interpretable ML on Edge Devices with AI Accelerators.
Schauer, Julian ; Goodarzi, Payman ; Morsch, Jannis ; et al.
Sensors (14248220). Sep2025, Vol. 25 Issue 18, p5681. 25p.

ENERGY consumption MACHINE learning COPROCESSORS ARTIFICIAL neural networ... SMART devices CONDITION-based maintena... …
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51

Transforming Building Energy Management: Sparse, Interpretable, and Transparent Hybrid Machine Learning for Probabilistic Classification and Predictive Energy Modelling
Yiping Meng ; Yiming Sun ; Sergio Rodriguez ; et al.
Architecture, Vol 5, Iss 2, p 24 (2025)

hybrid machine learning sparse interpretable tra... energy prediction uncertainty quantificati... sustainable energy manag... Architecture …
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52

Explainable AI in Credit Card Fraud Detection: Interpretable Models and Transparent Decision-making for Enhanced Trust and Compliance in the USA
Md Rokibul Hasan ; Md Sumon Gazi ; Nisha Gurung
Journal of Computer Science and Technology Studies; Vol. 6 No. 2; 01-12 ; 2709-104X

Credit Card Fraud Machine Learning Python Support Vector Machine (... Artificial Neural Networ... Random Forest (RF) …
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53

Explainable AI in Credit Card Fraud Detection: Interpretable Models and Transparent Decision-making for Enhanced Trust and Compliance in the USA
Hasan, M. R. (Md) ; Gazi, M. S. (Md) ; Gurung, N. (Nisha)
Journal of Computer Science and Technology Studies

Indonesia Machine Learning Credit Card Fraud Python Support Vector Machine (... Artificial Neural Networ... …
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54

Interpretable machine learning model for forecasting compressive strength of aeolian sand concrete.
Chen, Yun ; Fu, Qianwang ; Zheng, Wenbo
Frontiers of Structural & Civil Engineering; Oct2025, Vol. 19 Issue 10, p1602-1620, 19p

COMPRESSIVE strength BOOSTING algorithms GRAPHICAL user interface... MACHINE learning MATHEMATICAL optimizatio... SANDY soils
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55

Transforming Building Energy Management: Sparse, Interpretable, and Transparent Hybrid Machine Learning for Probabilistic Classification and Predictive Energy Modelling.
Meng, Yiping ; Sun, Yiming ; Rodriguez, Sergio ; et al.
Architecture (2673-8945); Jun2025, Vol. 5 Issue 2, p24, 24p

ENERGY consumption forec... MACHINE learning CLEAN energy GAUSSIAN mixture models ENERGY consumption
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56

ZenGuard a machine learning based zero trust framework for context aware threat mitigation using SIEM SOAR and UEBA.
Hassan A ; Rauf A ; Shafqat N ; et al.
Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: PubMed not MEDLINE; MEDLINE

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57

Feature engineering through two-level genetic algorithm
Gulati, Aditi ; Felahatpisheh, Armin ; Valderrama, Camilo E.
In Machine Learning with Applications September 2025 21

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58

Explain and Monitor Deep Learning Models for Computer Vision using Obz AI
Chung, Neo Christopher ; Binda, Jakub
Proceedings of the 34th ACM International Conference on Information and Knowledge Management. :6624-6628

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59

Q-Learning for Online PID Controller Tuning in Continuous Dynamic Systems: An Interpretable Framework for Exploring Multi-Agent Systems
Ibarra-Perez, Davor ; Garcia-Nieto, Sergio ; Sanchis Saez, Javier
Mathematics. November, 2025, Vol. 13 Issue 21,.

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60

Pyreal: A Framework for Interpretable ML Explanations
Zytek, Alexandra ; Wang, Wei-En ; Liu, Dongyu ; et al.

Computer Science - Machi... Computer Science - Human... Computer Science - Softw...
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