Journal: Machine Learning and Knowledge Extraction

Volume 8, Issue 5

0 -- 0Fatemeh Tabatabaei, Hamzeh Khalili. Selective Knowledge Reuse and Adaptive Retraining for Efficient Resource Management in Autonomous Networks
0 -- 0Teresia Ankome, Eisuke Hanada. Reactive to Predictive Mobility Management: A Systematic Review of ML-Driven Handover Optimization in 5G and Beyond
0 -- 0Jorge Ricardo Marques Duarte, Le Gruenwald, Laurent d'Orazio, Jorge Bernardino. Automatic Index Tuning via Quantum Deep Reinforcement Learning
0 -- 0Leon Gorissen, Jan Niklas Schneider, Mohamed Behery, Philipp Brauner, Moritz Lennartz, David Kötter, Thomas Kaster, Oliver Petrovic, Christian Hinke, Thomas Gries, Gerhard Lakemeyer, Martina Ziefle, Christian Brecher, Constantin Häfner. Demonstrating Data-to-Knowledge Pipelines for Connecting Production Sites in the World Wide Lab
0 -- 0Tymoteusz Miller. Controlled Agentic AI Systems: A Governance-Driven Architecture for Auditable and Reproducible Decision Pipelines
0 -- 0Kinga Lasek, Michal Ptaszynski, Fumito Masui, Mujahid Jamal A. Khalifah, Juuso Eronen. Mapping Dialectal Landscape: A Sequence-to-Sequence Approach to Japanese Dialect-to-Standard Normalization
0 -- 0Vanesa López-Vázquez, Geovanny Satama-Bermeo, Hasan Issa Raheem, José Manuel López-Guede. State of the Art: Analysis of Deep Learning Techniques in Images Acquired in an Aquatic Environment
0 -- 0Helala AlShehri, Mariam Busaleh. Morphology-Aware Multi-Scale Deep Representation Learning for Interpretable Knowledge Extraction in Brain Tumor MRI
0 -- 0Patrik Viktor, Gábor Kiss. Knowledge Graphs in Autonomous Driving: Construction, Integration, and Real-Time Reasoning
0 -- 0Elif Firinci, Mohanad Alayedi. Supervised Machine Learning for Technical Debt in Python: Analysis and Prediction
0 -- 0Muhammad Ebrahim Ahmadi, Monireh Hosseini. A Quantum-Probability-Inspired Complex-Valued Model for Multilingual Stance Detection
0 -- 0Ratomir Karlovic, Luka Sever, Sandi Baressi Segota, Vedran Mrzljak, Ivan Lorencin. Evaluating the Impact of Adapter-Based Fine-Tuning on Structured Parsing Performance in Large Language Models
0 -- 0Akylbek Maxutov, Nurali Medeu, Huseyin Atakan Varol. Web Search-Enhanced Small Language Models: A Case Study for a Kazakh-Centric Language Model
0 -- 0Mehmet Can Sakiroglu, Halil Altay Güvenir, Kamer Kaya. Generating Multiple-Choice Knowledge Questions with Interpretable Difficulty Estimation Using Knowledge Graphs and Large Language Models
0 -- 0Rekha R. Nair, Tina Babu, Balamurugan Balusamy, Wee How Khoh, Alaa M. Momani, Basem Abu Zneid. An Interpretable and Uncertainty-Aware Deep Learning Framework for Early Sepsis Prediction Using SHAP-Enhanced Attention and Continuous-Time Neural Networks
0 -- 0Ayoub Ben Cheikhi, El Habib Nfaoui, Oumayma Elbiach. A Directional Semantic Enhancement Approach with Gated Fusion for Multimodal Arabic Sentiment Analysis
0 -- 0Mohammed Alnemari, Rizwan Qureshi, Nader Bagherzadeh. Scaling Laws in the Tiny Regime: How Small Models Change Their Mistakes
0 -- 0Daniil Pasenko, Roman V. Davydov. CTCF: A Three-Level Coarse-to-Fine Cascade for Unsupervised Deformable Medical Image Registration
0 -- 0Anastasia Vangelova, Adelina Aleksieva-Petrova. An Integrated RAG and Agent-Based Architecture for Automated Assessment in Moodle
0 -- 0Vitaliy Vorobyov, Leonid Ugadiarov, Vladimir Frolov, Alexey K. Kovalev, Aleksandr I. Panov. COMPAS: Compose Actions and Slots in Object-Centric World Models
0 -- 0Saadman Sakib, Tanjim Mahmud, Karl Andersson 0001, Kaushik Deb. HybridHiT-UNet: Multi-Scale Temporal U-Net with Hierarchical Shot-Aware Transformers for Video Summarization
0 -- 0Zaharias D. Zaharis, Emmanouil Georgios Nikopolitidis, Pavlos I. Lazaridis, Panagiotis Sarigiannidis, Sotirios K. Goudos. Boolean Particle Swarm Optimization with 0-Mutation
0 -- 0Khairil Imran Ghauth, Yanche Ari Kustiawan. Explainable Artificial Intelligence (XAI) for Cancer Classification in Medical Imaging: A Systematic Review
0 -- 0Vassiliy V. Serbin, Mateus Mendes 0001, Aray Kassenkhan, Akbayan Bekarystankyzy, Gulnur Ibragim, Azamat Tolegenov. Individual Indicators of the Learning Process for Identifying Critical Thinking in Students in Adaptive Learning
0 -- 0Iulia Onica, Iulian B. Ciocoiu. Explainable Combined Spatial Representations for ECG Arrhythmia Classification
0 -- 0Chaymae Yahyati, Ismail Lamaakal, Yassine Maleh, Khalid El Makkaoui, Ibrahim Ouahbi. A Tiny Vision-Based Model for Real-Time Student Attention Detection in Online Classes
0 -- 0Josue Genaro Almaraz-Rivera, Jose Antonio Cantoral-Ceballos, Juan Felipe Botero. A Survey on Self-Supervised Learning in Cybersecurity: Network Intrusion and Malware Detection
0 -- 0Ngoc Tuyen Do, Minh Nguyen Quang, Hai Van Pham. DPA-HiVQA: Enhancing Structured Radiology Reporting with Dual-Path Cross-Attention