Journal: Machine Learning and Knowledge Extraction

Volume 8, Issue 1

1 -- 0Andreea Geamanu, Maria-Iuliana Dascalu, Ana-Maria Neagu, Raluca Ioana Guica. An Integrated Artificial Intelligence Tool for Predicting and Managing Project Risks
2 -- 0Hossein Shokouhi-Nejad, Roozbeh Razavi-Far, Griffin Higgins, Ali A. Ghorbani 0001. Enhancing GNN Explanations for Malware Detection with Dual Subgraph Matching
3 -- 0Anass Garbaz, Yassine Oukdach, Said Charfi, Mohamed El Ansari, Lahcen Koutti, Mustapha Hedabou, Mustapha Oujaoura, Motalib Lagsoun Abdel. XCC-Net: An X-Shaped Collective Convolution Network Architecture for Medical Image Segmentation
4 -- 0Giovana Gonçalves da Silva, Ronald Felipe Marca Roque, Moisés Arreguín Sámano, Neylan Leal Dias, Ana Claudia de Jesus Golzio, Alfredo Bonini Neto. Multilayer Perceptron, Radial Basis Function, and Generalized Regression Networks Applied to the Estimation of Total Power Losses in Electrical Systems
5 -- 0Bernardo Montoya Magaña, Óscar Hernández-Uribe, Leonor Adriana Cárdenas-Robledo, Jose Antonio Cantoral-Ceballos. Deep Learning Algorithms for Defect Detection on Electronic Assemblies: A Systematic Literature Review
6 -- 0Andreas Holzinger, Luca Longo, Angelo Cangelosi, Javier Del Ser. Research Frontiers in Machine Learning & Knowledge Extraction
7 -- 0Cristhian Moya-Mota, Ignacio Aguilera-Martos, Diego García-Gil, Julián Luengo. WinStat: A Family of Trainable Positional Encodings for Transformers in Time Series Forecasting
8 -- 0Zhongao Sun, Alexander V. Khvostikov, Andrey S. Krylov, Ilya Mikhailov, Pavel Malkov. WSI-GT: Pseudo-Label Guided Graph Transformer for Whole-Slide Histology
9 -- 0Thennakoon Mudiyanselage Anupama Udayangani Gunathilaka, Jinglan Zhang, Yeufeng Li. Context-Aware Emotion Gating and Modulation for Fine-Grained Sentiment Classification
10 -- 0Antonio del Bosque, Pablo Fernández-Arias, Diego Vergara 0001. Machine Learning for Nanomaterial Discovery and Design
11 -- 0Alexey Vulfin, Alexey Sulavko, Vladimir Vasiliev, Alexander Minko, Anastasia Kirillova, Alexander Samotuga. A Multimodal Phishing Website Detection System Using Explainable Artificial Intelligence Technologies
12 -- 0Eman Alshehri. Multivariate CO2 Emissions Forecasting Using Deep Neural Network Architectures
13 -- 0Quirin Stier, Jörg Hoffmann, Michael C. Thrun. Classifying with the Fine Structure of Distributions: Leveraging Distributional Information for Robust and Plausible Naïve Bayes
14 -- 0Carmine Massarelli. Super-Resolution of Sentinel-2 Satellite Images: A Comparison of Different Interpolation Methods for Spatial Knowledge Extraction
15 -- 0Flavia Pennisi, Antonio Pinto, Fabio Borgonovo, Giovanni Scaglione, Riccardo Ligresti, Omar Enzo Santangelo, Sandro Provenzano, Andrea Gori, Vincenzo Baldo, Carlo Signorelli, Vincenza Gianfredi. Artificial Intelligence Models for Forecasting Mosquito-Borne Viral Diseases in Human Populations: A Global Systematic Review and Comparative Performance Analysis
16 -- 0Joan Gil, Paula de Pedro-Campos, Cristina Carrato, Pol Jardí-Yanes, Montserrat Marques-Pamies, Helena Rodríguez-Lloveras, Anna Rueda-Pujol, Jennifer Marcos-Ruiz, Elena Martinez-Saez, Clara V. Alvarez, Ignacio Bernabéu, Elias Delgado, Cristina Lamas, Antonio Picó, Susan M. Webb, Edelmiro Menéndez-Torre, Rebeca Martínez-Hernández, Miguel Sampedro, Anna Aulinas, Betina Biagetti, Mónica Marazuela, Elena Valassi, Mireia Jordà, Manel Puig-Domingo. Assessing the Value of Data-Driven Frameworks for Personalized Medicine in Pituitary Tumours: A Critical Overview
17 -- 0YunTao Xu, Bing Chen 0002, Feng Hu 0003, Jiawei Liu, Changjie Zhao, Hongtao Wu. MBS: A Modality-Balanced Strategy for Multimodal Sample Selection
18 -- 0Ammara Laeeq, Jie Li 0021, Usman Adeel. A Hybrid LSTM-Attention Model for Multivariate Time Series Imputation: Evaluation on Environmental Datasets
19 -- 0Malek Malkawi, Reda Alhajj. AI-Powered Vulnerability Detection and Patch Management in Cybersecurity: A Systematic Review of Techniques, Challenges, and Emerging Trends
20 -- 0Adam Wasilewski, Janusz Sobecki. Machine Learning-Based Three-Way Decision Model for E-Commerce Adaptive User Interfaces
21 -- 0Blaz Dobravec, Jure Zabkar. Scenario-Guided Temporal Prototypes in Reinforcement Learning
22 -- 0Drejc Pesjak, Jure Zabkar. Robot Planning via LLM Proposals and Symbolic Verification
23 -- 0Wei-Ting Luo, Ting-Wei Wang. Artificial Intelligence for Predicting Treatment Response in Neovascular Age Macular Degeneration with Anti-VEGF: A Systematic Review and Meta-Analysis
24 -- 0Sebastian Roth, Adrien Cerrito, Samuel Orth, Ulrich Hartmann, Daniel Friemert. COVAS: Highlighting the Importance of Outliers in Classification Through Explainable AI
25 -- 0Aziz Abibulaiev, Petro Pukach, Myroslava Vovk. Context-Aware ML/NLP Pipeline for Real-Time Anomaly Detection and Risk Assessment in Cloud API Traffic