Journal: Machine Learning and Knowledge Extraction

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