Journal: Machine Learning and Knowledge Extraction

Volume 8, Issue 2

0 -- 0Hesham kamal, Maggie Mashaly. Shared Autoencoder-Based Unified Intrusion Detection Across Heterogeneous Datasets for Binary and Multi-Class Classification Using a Hybrid CNN-DNN Model
0 -- 0Aristeidis Karras, Leonidas Theodorakopoulos, Christos N. Karras, Alexandra Theodoropoulou. Towards LLM-Driven Cybersecurity in Autonomous Vehicles: A Big Data-Empowered Framework with Emerging Technologies
0 -- 0Shirin Shila, Md. Safayat Hossain, Md Fuyad Al Masud, Mohammad Badrul Alam Miah, Afrig Aminuddin, Zia Muhammad. Attention-Driven Feature Extraction for XAI in Histopathology Leveraging a Hybrid Xception Architecture for Multi-Cancer Diagnosis
0 -- 0Omneya Attallah. MERGE: Mammogram-Enhanced Representation via Wavelet-Guided CNNs for Computer-Aided Diagnosis of Breast Cancer
0 -- 0Rubina Akter Rabeya, Jeong-Wook Seo, Nam-Hoon Cho, Hee-Cheol Kim 0001, Heung-Kook Choi. Transformer-Driven Semi-Supervised Learning for Prostate Cancer Histopathology: A DINOv2-TransUNet Framework
0 -- 0Mustafa Abdulkadhim, Sandor Repas. Introducing LEAF: LLM Edge Assessment Framework for Generative AI on the Edge
0 -- 0Marek Socha, Agata Durawa, Malgorzata Jelito, Katarzyna Dziadziuszko, Witold Rzyman, Edyta Szurowska, Joanna Polanska. Manifold Integration of Lung Emphysema Signatures (MILES): A Radiomic-Based Study
0 -- 0Lars Wilhelmi, Christian Bruns, Matthias Schumann. Enhancing the Extraction of GHG Emission-Reduction Targets from Sustainability Reports Using Vision Language Models
0 -- 0Nicola Furnitto, Giuseppe Todde, Maria Spagnuolo, Giuseppe Sottosanti, Maria Caria, Giampaolo Schillaci, Sabina Failla. Innovations in Robots for Weed and Pest Control: A Systematic Review of Cutting-Edge Research
0 -- 0Philipp Brunner, Stefanie Vogl. Extracting Product Improvement Insights from Social Media Comments Using Machine Learning: A Case Study in the Automotive Industry
0 -- 0Somaiya Al Shuraiqi, Adhari Alzaabi, Abdulrahman Khalifa Aal Abdulsalam. Prompt Engineering Strategies for Generating Medical Case-Based MCQs with Large Language Models: A Multi-Model Comparative Study
0 -- 0Tsitsi Zengeya, Jean Vincent Fonou Dombeu, Mandlenkosi Victor Gwetu. Axiom Generation for Automated Ontology Construction from Texts Through Schema Mapping
0 -- 0Hemn Barzan Abdalla, Awder M. Ahmed. Optimal Information Retrieval System in E-Learning Using Optimization-Driven Bidirectional Long Short-Term Memory
0 -- 0Lakhdar Remaki. Kernel-Based Optimal Subspaces (KOS): A Method for Data Classification
0 -- 0Wei Dong 0010, Han Zhou 0003, Terry Ji, Jun Chen 0005. Towards Adaptive Adverse Weather Removal via Semantic and Low-Level Visual Perceptual Priors
0 -- 0Renyuan Shen, Yong Wang, Huaiyang Liu, Haiyang Gu, Changxing Geng, Yun Shi. Visual Perception and Robust Autonomous Following for Orchard Transportation Robots Based on DeepDIMP-ReID
0 -- 0Farhana Begum, Craig Scott, Kofi Nyarko, Mansoureh Jeihani, Fahmi Khalifa. Hierarchical Caching for Agentic Workflows: A Multi-Level Architecture to Reduce Tool Execution Overhead
0 -- 0Sebastiano Gangemi, Alessandro Allegra, Mario Di Gioacchino, Luca Gammeri, Irene Cacciola, Giorgio Walter Canonica. The Innovative Potential of Artificial Intelligence Applied to Patient Registries to Implement Clinical Guidelines
0 -- 0Sara Husam Nassar, Rachid Hedjam, Samir Brahim Belhaouari. Novel Loss Functions for Improved Data Visualization in t-SNE
0 -- 0Luca Marconi, Luca Longo, Federico Cabitza. Assessing Interaction Quality in Human-AI Dialogue: An Integrative Review and Multi-Layer Framework for Conversational Agents
0 -- 0Frida Milella, Federico Cabitza. Perceiving AI as an Epistemic Authority or Algority: A User Study on the Human Attribution of Authority to AI
0 -- 0Nor Saiful Azam Bin Nor Azmi, Michal Ptaszynski, Fumito Masui, Abu Nowhash Chowdhury. Why So Meme? A Comparative and Explainable Analysis of Multimodal Hateful Meme Detection
0 -- 0Atif Latif, Masoumeh Hashemi, Matthew Yost, Somayeh Esmaeili, Xiaojun Qi. Improving Ground Cover Crop Fractional Vegetation Mapping via Causality-Based Deep Representation Learning
0 -- 0Sebastian Rojas-OrdoƱez, Mikel Segura, Irune Yarza, Veronica Mendoza, Ekaitz Zulueta. Plug-and-Play LLM Knowledge Extraction for Robot Navigation: A Fine-Tuning-Free Edge Framework
0 -- 0Haiyang Gu, Yong Wang, Huaiyang Liu, Tong Tian, Changxing Geng, Yun Shi. SkySeg-Net: Sky Segmentation-Based Row-Terminal Recognition in Trellised Orchards
0 -- 0Mohamed A. Abdelhamed, Hana M. Nassef, Sara Abdelnasser, Sahar Selim, Lobna A. Said. AuraViT-FL: A Resource-Efficient 2D Hybrid Transformer Framework for Federated Lung Tumor Segmentation
0 -- 0Tuba Nur Subasi, Abdulhamit Subasi. Migraine and Epilepsy Discrimination Using DTCWT and Random Subspace Ensemble Classifier
0 -- 0Yanche Ari Kustiawan, Khairil Imran Bin Ghauth, Sakina Ghauth, Liew Yew Toong, Sien Hui Tan. Artificial Intelligence Techniques for Thyroid Cancer Classification: A Systematic Review