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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...
Report
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42

Contributions on dimensionality reduction and interpretable machine learning
Pachón García, Cristian ; Delicado Useros, Pedro Francisco ; Universitat Politècnica de Catalunya. Departament d'Estadística i Investigació Operativa
TDX (Tesis Doctorals en Xarxa)
TDR. Tesis Doctorales en Red
CBUC, CESCA
UPCommons. Portal del coneixement obert de la UPC
Universitat Politècnica de Catalunya (UPC)

multidimensional scaling Àrees temàtiques de la U... explainable artificial i... big data 004 - Informàtica interpretable machine le... …
Dissertation
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43

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

Fachzeitschrift
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44

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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45

Early Prediction of Immunological Non-Responders in People Living with HIV Using Machine Learning: Model Development and Validation in Multicenter Cohorts in China
Sun, Rui ; Gao, Binyu ; Zhang, Hanxi ; et al.
In Journal of Infection and Public Health December 2025

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46

Predicting the Occurrence of Preterm Birth and Determining its Risk Factors Individually Using an Interpretable Machine Learning Model
Ramin Farrokhi ; Samaneh Hosseinzadeh ; Abbas Habibelahi ; et al.
Iranian Journal of Epidemiology.

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47

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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48

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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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...
Report
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50

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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51

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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52

[Re] A Reproduction of Automatic Multi-Label Prompting: Simple and Interpretable Few-Shot Classification
Livernoche, Victor ; Sujaya, Vidya

python machine learning prompt engineering few-shot classification multi-label prompting rescience c …
Fachzeitschrift
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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

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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55

Semi-automated seizure detection using interpretable machine learning models
Pantelis Antonoudiou ; Trina Basu ; Jamie Maguire
Res Sq

Article
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56

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
Fachzeitschrift
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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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59

Interpretable Machine Learning with Brain Image and Survival Data
Matthias Eder ; Emanuel Moser ; Andreas Holzinger ; et al.
BioMedInformatics; Volume 2; Issue 3; Pages: 492-510

03 medical and health sc... 0302 clinical medicine radiomics survival prediction glioma interpretability …
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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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