Works matching IS 25044990 AND DT 2025 AND VI 7 AND IP 1

Results: 26

Electrical Storm Optimization (ESO) Algorithm: Theoretical Foundations, Analysis, and Application to Engineering Problems.

Published in:

Machine Learning & Knowledge Extraction, 2025, v. 7, n. 1, p. 24, doi. 10.3390/make7010024

By:

Soto Calvo, Manuel;
Lee, Han Soo

Publication type:

Article

Automatic Detection of Equatorial Plasma Bubbles in Airglow Images Using Two-Dimensional Principal Component Analysis and Explainable Artificial Intelligence.

Published in:

Machine Learning & Knowledge Extraction, 2025, v. 7, n. 1, p. 26, doi. 10.3390/make7010026

By:

Yacoub, Moheb;
Abdelwahab, Moataz;
Shiokawa, Kazuo;
Mahrous, Ayman

Publication type:

Article

SGRiT: Non-Negative Matrix Factorization via Subspace Graph Regularization and Riemannian-Based Trust Region Algorithm.

Published in:

Machine Learning & Knowledge Extraction, 2025, v. 7, n. 1, p. 25, doi. 10.3390/make7010025

By:

Nokhodchian, Mohsen;
Moattar, Mohammad Hossein;
Jalali, Mehrdad

Publication type:

Article

Multimodal Deep Learning for Android Malware Classification.

Published in:

Machine Learning & Knowledge Extraction, 2025, v. 7, n. 1, p. 23, doi. 10.3390/make7010023

By:

Arrowsmith, James;
Susnjak, Teo;
Jang-Jaccard, Julian

Publication type:

Article

Automatic Prompt Generation Using Class Activation Maps for Foundational Models: A Polyp Segmentation Case Study.

Published in:

Machine Learning & Knowledge Extraction, 2025, v. 7, n. 1, p. 22, doi. 10.3390/make7010022

By:

Borgli, Hanna;
Stensland, Håkon Kvale;
Halvorsen, Pål

Publication type:

Article

Comparative Analysis of Perturbation Techniques in LIME for Intrusion Detection Enhancement.

Published in:

Machine Learning & Knowledge Extraction, 2025, v. 7, n. 1, p. 21, doi. 10.3390/make7010021

By:

Bacevicius, Mantas;
Paulauskaite-Taraseviciene, Agne;
Zokaityte, Gintare;
Kersys, Lukas;
Moleikaityte, Agne

Publication type:

Article

Enhancing Performance of Credit Card Model by Utilizing LSTM Networks and XGBoost Algorithms.

Published in:

Machine Learning & Knowledge Extraction, 2025, v. 7, n. 1, p. 20, doi. 10.3390/make7010020

By:

Kandi, Kianeh;
García-Dopico, Antonio

Publication type:

Article

ExShall-CNN: An Explainable Shallow Convolutional Neural Network for Medical Image Segmentation.

Published in:

Machine Learning & Knowledge Extraction, 2025, v. 7, n. 1, p. 19, doi. 10.3390/make7010019

By:

Khalkhali, Vahid;
Azim, Sayed Mehedi;
Dehzangi, Iman

Publication type:

Article

Weighted Kappa for Interobserver Agreement and Missing Data.

Published in:

Machine Learning & Knowledge Extraction, 2025, v. 7, n. 1, p. 18, doi. 10.3390/make7010018

By:

Warrens, Matthijs J.;
de Raadt, Alexandra;
Bosker, Roel J.;
Kiers, Henk A. L.

Publication type:

Article

Decoding Mental States in Social Cognition: Insights from Explainable Artificial Intelligence on HCP fMRI Data.

Published in:

Machine Learning & Knowledge Extraction, 2025, v. 7, n. 1, p. 17, doi. 10.3390/make7010017

By:

Marques dos Santos, José Diogo;
Reis, Luís Paulo;
Marques dos Santos, José Paulo

Publication type:

Article

Investigating and Optimizing MINDWALC Node Classification to Extract Interpretable Decision Trees from Knowledge Graphs.

Published in:

Machine Learning & Knowledge Extraction, 2025, v. 7, n. 1, p. 16, doi. 10.3390/make7010016

By:

Legnar, Maximilian;
Siemoneit, Joern-Helge Heinrich;
Vandewiele, Gilles;
Hesser, Jürgen;
Popovic, Zoran;
Porubsky, Stefan;
Weis, Cleo-Aron

Publication type:

Article

Investigating the Performance of Retrieval-Augmented Generation and Domain-Specific Fine-Tuning for the Development of AI-Driven Knowledge-Based Systems.

Published in:

Machine Learning & Knowledge Extraction, 2025, v. 7, n. 1, p. 15, doi. 10.3390/make7010015

By:

Lakatos, Róbert;
Pollner, Péter;
Hajdu, András;
Joó, Tamás

Publication type:

Article

Triple Down on Robustness: Understanding the Impact of Adversarial Triplet Compositions on Adversarial Robustness.

Published in:

Machine Learning & Knowledge Extraction, 2025, v. 7, n. 1, p. 14, doi. 10.3390/make7010014

By:

Joos, Sander;
Van hamme, Tim;
Verheyen, Willem;
Preuveneers, Davy;
Joosen, Wouter

Publication type:

Article

Exploring the Intersection of Machine Learning and Big Data: A Survey.

Published in:

Machine Learning & Knowledge Extraction, 2025, v. 7, n. 1, p. 13, doi. 10.3390/make7010013

By:

Dritsas, Elias;
Trigka, Maria

Publication type:

Article

Advancing AI Interpretability in Medical Imaging: A Comparative Analysis of Pixel-Level Interpretability and Grad-CAM Models.

Published in:

Machine Learning & Knowledge Extraction, 2025, v. 7, n. 1, p. 12, doi. 10.3390/make7010012

By:

Ennab, Mohammad;
Mcheick, Hamid

Publication type:

Article

Towards Predicting Basketball Player Positions with Transformative Insights.

Published in:

Machine Learning & Knowledge Extraction, 2025, v. 7, n. 1, p. 11, doi. 10.3390/make7010011

By:

Tsiannis, Angelos;
Efstathiades, Christodoulos

Publication type:

Article

Unsupervised Word Sense Disambiguation Using Transformer's Attention Mechanism.

Published in:

Machine Learning & Knowledge Extraction, 2025, v. 7, n. 1, p. 10, doi. 10.3390/make7010010

By:

Ion, Radu;
Păiș, Vasile;
Mititelu, Verginica Barbu;
Irimia, Elena;
Mitrofan, Maria;
Badea, Valentin;
Tufiș, Dan

Publication type:

Article

Enhancing Consumer Agent Modeling Through Openness-Based Consumer Traits and Inverse Clustering.

Published in:

Machine Learning & Knowledge Extraction, 2025, v. 7, n. 1, p. 9, doi. 10.3390/make7010009

By:

Benaissa, Brahim;
Kobayashi, Masakazu;
Takenouchi, Hiroshi

Publication type:

Article

A Comparative Analysis of European Media Coverage of the Israel–Gaza War Using Hesitant Fuzzy Linguistic Term Sets.

Published in:

Machine Learning & Knowledge Extraction, 2025, v. 7, n. 1, p. 8, doi. 10.3390/make7010008

By:

Abuasaker, Walaa;
Sánchez, Mónica;
Nguyen, Jennifer;
Agell, Nil;
Agell, Núria;
Ruiz, Francisco J.

Publication type:

Article

Analyzing the Impact of Data Augmentation on the Explainability of Deep Learning-Based Medical Image Classification.

Published in:

Machine Learning & Knowledge Extraction, 2025, v. 7, n. 1, p. 1, doi. 10.3390/make7010001

By:

Liu, Xinyu;
Karagoz, Gizem;
Meratnia, Nirvana

Publication type:

Article

Quantifying Interdisciplinarity in Scientific Articles Using Deep Learning Toward a TRIZ-Based Framework for Cross-Disciplinary Innovation.

Published in:

Machine Learning & Knowledge Extraction, 2025, v. 7, n. 1, p. 7, doi. 10.3390/make7010007

By:

Douard, Nicolas;
Samet, Ahmed;
Giakos, George;
Cavallucci, Denis

Publication type:

Article

Better than Trees: Applying Semilattices to Balance the Accuracy and Complexity of Machine Learning Models.

Published in:

Machine Learning & Knowledge Extraction, 2025, v. 7, n. 1, p. 5, doi. 10.3390/make7010005

By:

Fox, Stephen;
Ricciardo, Antonio

Publication type:

Article

A Hybrid Gradient Boosting and Neural Network Model for Predicting Urban Happiness: Integrating Ensemble Learning with Deep Representation for Enhanced Accuracy.

Published in:

Machine Learning & Knowledge Extraction, 2025, v. 7, n. 1, p. 4, doi. 10.3390/make7010004

By:

Airlangga, Gregorius;
Liu, Alan

Publication type:

Article

Benchmarking with a Language Model Initial Selection for Text Classification Tasks.

Published in:

Machine Learning & Knowledge Extraction, 2025, v. 7, n. 1, p. 3, doi. 10.3390/make7010003

By:

Riyadi, Agus;
Kovacs, Mate;
Serdült, Uwe;
Kryssanov, Victor

Publication type:

Article

Comparison of Off-the-Shelf Methods and a Hotelling Multidimensional Approximation for Data Drift Detection.

Published in:

Machine Learning & Knowledge Extraction, 2025, v. 7, n. 1, p. 2, doi. 10.3390/make7010002

By:

Navarro-Cerdán, J. Ramón;
Ortiz Castelló, Vicent;
Millán Escrivá, David

Publication type:

Article

AI Advances in ICU with an Emphasis on Sepsis Prediction: An Overview.

Published in:

Machine Learning & Knowledge Extraction, 2025, v. 7, n. 1, p. 6, doi. 10.3390/make7010006

By:

Stylianides, Charithea;
Nicolaou, Andria;
Sulaiman, Waqar Aziz;
Alexandropoulou, Christina-Athanasia;
Panagiotopoulos, Ilias;
Karathanasopoulou, Konstantina;
Dimitrakopoulos, George;
Kleanthous, Styliani;
Politi, Eleni;
Ntalaperas, Dimitris;
Papageorgiou, Xanthi;
Garcia, Fransisco;
Antoniou, Zinonas;
Ioannides, Nikos;
Palazis, Lakis;
Vavlitou, Anna;
Pattichis, Marios S.;
Pattichis, Constantinos S.;
Panayides, Andreas S.

Publication type:

Article