Journal: Machine Learning and Knowledge Extraction

Volume 8, Issue 4

0 -- 0Rohan Le Roux, Siavash Khaksar, Mohammadali Sepehri, Iain Murray 0002. A Hybrid Game Engine-Generative AI Framework for Overcoming Data Scarcity in Open-Pit Crack Detection
0 -- 0Carlos Martínez 0001, Blanca Posada, Olivia Zulaica, Laura Busto, Joaquín Triñanes, César Veiga. KS-VAE: A Novel Variational Autoencoder Framework for Understanding Alzheimer's Disease Progression Using Kolmogorov-Smirnov Guidance
0 -- 0Saim Rasheed. Lightweight Deep Learning Models for Face Mask Detection in Real-Time Edge Environments: A Review and Future Research Directions
0 -- 0Kevin Mallinger, Sebastian Raubitzek, Sebastian Schrittwieser, Edgar R. Weippl. Detection and Comparative Evaluation of Noise Perturbations in Simulated Dynamical Systems and ECG Signals Using Complexity-Based Features
0 -- 0Shaheen Khatoon, Jibran Mir, Azhar Mahmood. Named Entity Recognition with Feature-Enhanced BiLSTM and CRF for Fine-Grained Aspect Identification in Large-Scale Textual Reviews
0 -- 0Vukasin Cirovic, Vesna Rankovic, Nikola Milivojevic, Vladimir Milivojevic, Brankica Majkic-Dursun. Fine-Tuned Nonlinear Autoregressive Recurrent Neural Network Model for Dam Displacement Time Series Prediction
0 -- 0Timothy Joseph, Ahmed Dhaouadi, Jayroop Ramesh, Assim Sagahyroon, Fadi A. Aloul. Adapting EHR Foundational Models to Predict Diabetes Complications with Precision Explainability
0 -- 0Abdul Sittar, Mateja Smiljanic, Alenka Gucek, Marko Grobelnik. Fake News Detection Through LLM-Driven Text Augmentation Across Media and Languages
0 -- 0Hiba Adil Al-kharsan, Róbert Rajkó. Diffusion-Based Feature Denoising and Using NNMF for Robust Brain Tumor Classification
0 -- 0Flavia Pennisi, Antonio Pinto, Claudia Cozzolino, Andrea Cozza, Giovanni Rezza, Carlo Signorelli, Vincenzo Baldo, Vincenza Gianfredi. Comparative Diagnostic Performance of Artificial Intelligence Versus Conventional Approaches for Early Detection of Mosquito-Borne Viral Infections: A Systematic Review and Meta-Analysis, with Evidence Predominantly from Dengue Studies
0 -- 0Zine. Eddine Louriga, Ismail Jabri, Aziza El Ouaazizi, Anass El Affar. A Hybrid Multi-Domain Feature Fusion Model Integrating MEEMD and Dual CNN for Iris Recognition
0 -- 0Dominik Polke, Elmar Ahle, Dirk Söffker. Adaptive Learning with Gaussian Process Regression: A Comprehensive Review of Methods and Applications
0 -- 0Nuno Ferreira, Filipe Pinto 0001, António Valente, Diana Augusto, Manuela Reis, Salviano Soares. vinum-Analytics
0 -- 0Pavel Posokhov, Stepan Skrylnikov, Sergei Masliukhin, Alina Zavgorodniaia, Olesia Koroteeva, Yuri Matveev. Query-Adaptive Hybrid Search
0 -- 0Yanche Ari Kustiawan, Khairil Imran Bin Ghauth. Quantum Machine Learning for Phishing Detection: A Systematic Review of Current Techniques, Challenges, and Future Directions
0 -- 0Hafida Hidani, Safâa El Ouahabi, Mouncef Filali Bouami. Enhancing Arabic Multi-Task Sentiment Analysis Through Distillation and Adversarial Training
0 -- 0Sakorn Mekruksavanich, Anuchit Jitpattanakul. Enhancing Wearable-Based Elderly Activity Recognition Through a Hybrid Deep Residual Network
0 -- 0Sarala Ghimire, Turgay Çelik 0001, Martin Gerdes, Christian W. Omlin. Personalized Blood Glucose Prediction Using Physiology- Informed Machine Learning
0 -- 0Pavlo Radiuk, Oleksander Barmak, Leonid Bedratyuk, Iurii Krak. Equivariant Transition Matrices for Explainable Deep Learning: A Lie Group Linearization Approach
0 -- 0Mateus Mendes 0001, José Torres Farinha. MIDA - Method for Industrial Data Analysis Based on CRISP-DM
0 -- 0Sarthak Pattnaik, Chhayank Jain, Eugene Pinsky. Algorithmic Insights into Human Irrationality: Machine Learning Approaches to Detecting Cognitive Biases and Motivated Reasoning
0 -- 0Maria C. Mariani, Sourav Malakar, Amrita Bagchi, Subhrajyoti Basu, Saptarsi Goswami, Osei Kofi Tweneboah, Sarbadeep Biswas, Ankit Dey, Ankit Sinha. Evaluating the Efficacy of Large Language Models in Stock Market Decision-Making: A Decision-Focused, Price-Only, Multi-Country Analysis Using Historical Price Data
0 -- 0Vivek Dwivedi, Gregor Rozinaj, Javlon Tursunov, Ivan Minárik, Marek Vanco, Radoslav Vargic. Deep Learning-Driven Sparse Light Field Enhancement: A CNN-LSTM Framework for Novel View Synthesis and 3D Scene Reconstruction
0 -- 0Neelabh Kshetry, Mehmed M. Kantardzic. Desirability Rating-Based Counterfactual (DeRaC) Framework for Complex Multi-Output Classification Problems
0 -- 0Ahmed Ibrahim, Abdullah Hosseini, Hoda Helmy, Maryam Arabi, Aya AlShareef, Wafa Lakhdhar, Ahmed Serag. MENARA: Medical Natural Arabic Response Assistant
0 -- 0Corneliu Florea, Eduard Barnoviciu. Tabular Data Distillation: An Extensive Comparison
0 -- 0Antonio-Jesús Banegas-Luna, Horacio Pérez Sánchez, Carlos Martinez-Cortes. WISCA: A Consensus-Based Approach to Harmonizing Interpretability in Tabular Datasets
0 -- 0Mohammad Fazle Rabbi. Optimizing Carbon Capture Efficiency: Knowledge Extraction from Process Simulations of Post-Combustion Amine Scrubbing