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

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

Volume 8, Issue 3

0 -- 0Zhe-Yu Ye, Junmu Peng, Bing-Qian Lu, Tamotsu Kamishima. Automated Single-Slice Lumbar QCT HU Value Measurement with Clinical Workflow
0 -- 0Xeniya Bashkova, Anastasia A. Molodtsova, Nikita A. Olekhno, Alexander Hvatov. Differential Equation Ensemble Discovery for Modeling Active Matter Based on Robotic Swarm Data
0 -- 0Ponciano Jorge Escamilla-Ambrosio, Brandon Iván Méndez-Barrera, Alberto Jorge Rosales-Silva, Gina Gallegos-García, Gilberto Lorenzo Martínez-Luna. A Procedure for Vulnerability Analysis and Countermeasures in IoT Systems Based on Their Components Characteristics
0 -- 0Lili Zhang 0013, Quanyan Zhu. ActivityRDI: A Centralized Solution Framework for Activity Retrieval and Detection Intelligence Based on Knowledge Graphs, Large Language Models, and Imbalanced Learning
0 -- 0Abdalla Y. Almarzooqi, Mohamed G. Arab, Maher Omar, Emran Alotaibi. ML-Driven Decision Support for Dynamic Modeling of Calcareous Sands
0 -- 0Michel Planat. Painlevé Confluence and 1/f Phase-Locking Dynamics: A Topological Framework for Human-AI Collaboration
0 -- 0Fazliddin Makhmudov, Gayrat Juraev, Ozod Yusupov, Parvina Nasriddinova, Dusmurod Kilichev. Drift-Aware Online Ensemble Learning for Real-Time Cybersecurity in Internet of Medical Things Networks
0 -- 0Tea Krcmar, Dina Sabanovic, Miljenko Svarcmajer, Ivica Lukic. What Knowledge Transfers in Tabular Anomaly Detection? A Teacher-Student Distillation Analysis
0 -- 0Mahshid Dehghanpour, Mansoor Fateh, Zeynab Mohammadpoory, Saideh Ferdowsi. KhayyamNet: A Parallel Multiscale Feature Fusion Framework for Accurate Diagnosis of Multiple Sclerosis and Myelitis
0 -- 0Dominik Polke, Tim Kösters, Elmar Ahle, Dirk Söffker. Polynomial Chaos Expanded Gaussian Process
0 -- 0Daisuke Akiba. The Illusion of Causality in LLMs: A Developmentally Grounded Analysis of Semantic Scaffolding and Benchmark-Capability Mismatches
0 -- 0Luke Korthals, Emma Akrong, Gali Geller, Hannes Rosenbusch, Raoul Grasman, Ingmar Visser. Towards Reliable LLM Grading Through Self-Consistency and Selective Human Review: Higher Accuracy, Less Work
0 -- 0Wenshuai Wang, Hong Liu 0008, Shengquan Li 0001, Peifeng Jiang, Dandan Che, Runwei Ding. Debiased Multiplex Tokenization Using Mamba-Based Pointers for Efficient and Versatile Map-Free Visual Relocalization
0 -- 0Ensieh Alipour, Seyed Mohammad-Bagher Malaek. A Novel Airport-Dependent Landing Procedure Based on Real-World Landing Trajectories
0 -- 0Shafiullah Qureshi, Ba Chu, Fanny S. Demers, Najib Khan, Ateeq-ur-Rehman Irshad. Dynamic Feature Selection for Canadian GDP Forecasting: Machine Learning with Google Trends and Official Data
0 -- 0Muhammad Abulaish, Anjali Bhardwaj. RolEmo: A Role-Aware Commonsense-Augmented Contrastive Learning Framework for Emotion Classification
0 -- 0Polydoros N. Papadopoulos, Vasilis N. Burganos. Fourier-Feature Neural Surrogate for Hemodynamic Field Reconstruction in Stenotic and Bifurcating Flows
0 -- 0Ivan P. Malashin, Dmitry Martysyuk, Vadim Tynchenko, Andrei P. Gantimurov, Vladimir A. Nelyub, Aleksei S. Borodulin. Soft-Prompted Semantic Normalization for Unsupervised Analysis of the Scientific Literature
0 -- 0Ismail Lamaakal, Chaymae Yahyati, Yassine Maleh, Khalid El Makkaoui, Ibrahim Ouahbi. Explainable Kolmogorov-Arnold Networks for Zero-Shot Human Activity Recognition on TinyML Edge Devices
0 -- 0Suliman Thwib, Radwan Qasrawi, Ghada Issa, Razan AbuGhoush, Hussein AlMasri, Marah Qawasmi. Advancing Breast Cancer Lesion Analysis in Real-Time Sonography Through Multi-Layer Transfer Learning and Adaptive Tracking
0 -- 0Abdulrazaq Nafiu Abubakar, Ali Nasir, Abdul-Wahid A. Saif. Deceptive Waypoint Sequencing Based UAV-UAV Interception Control Using DBSCAN Learning Strategy
0 -- 0Moritz Moß, Sebastian Boldt, Gurbandurdy Dovletov, Adjie Salman, Josef Pauli, Dietmar Lerche, Marco Gleiß, Hermann Nirschl, Johannes Walter, Wolfgang Peukert. Deep Learning-Based Synthesis, Classification and Analysis of Sedimentation Boundaries in Analytical Centrifugation Experiments
0 -- 0Anthony McCofie, Dmitry B. Goldgof, Jacqueline Hausmann, Peter R. Mouton, Yu Sun 0004, Md Imran Hossain. A Review of Deep Learning Model Approach for Pain Assessment in Infant Cry Sounds
0 -- 0Arley Magnolia Aquino-García, Humberto Pérez Espinosa, Javier Andreu-Perez, Ansel Y. Rodríguez González. Audio-Based Screening of Respiratory Diseases Using Machine Learning: A Methodological Framework Evaluated on a Clinically Validated COVID-19 Cough Dataset
0 -- 0Jadeyn Feng, Allison Lau, Melinda Hodkiewicz, Caitlin Woods, Michael Stewart 0006. Semantic and Engineering-Based Embedding for Classification List Development
0 -- 0Juuso Eronen, Michal Ptaszynski, Tomasz Wicherkiewicz, Robert Borges, Katarzyna Janic, Zhenzhen Liu, Tanjim Mahmud, Fumito Masui. Language Models Are Polyglots: Language Similarity Predicts Cross-Lingual Transfer Learning Performance
0 -- 0Michael Nofer, Valdrin Nimani, Oliver Hinz. DeepHits: A Multimodal CNN Approach to Hit Song Prediction
0 -- 0Francisco Herrera, Salvador García 0001, María José del Jesus, Luciano Sánchez, Marcos López de Prado. Co-Explainers: A Position on Interactive XAI for Human-AI Collaboration as a Harm-Mitigation Infrastructure
0 -- 0Richard Coric, Ebenezer F. Oloyede, Heriberto Cuayáhuitl. Helpful or Harmful? Re-Evaluating Frugality in Retrieval-Augmented Generation for Medical Question Answering
0 -- 0Elena Ryumina, Alexandr Axyonov, Darya Koryakovskaya, Timur Abdulkadirov, Angelina Egorova, Sergey Fedchin, Alexander Zaburdaev, Dmitry Ryumin. SSL-MEPR: A Semi-Supervised Multi-Task Cross-Domain Learning Framework for Multimodal Emotion and Personality Recognition

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-Ordoñez, 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

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