Journal: Machine Learning and Knowledge Extraction

Volume 7, Issue 2

27 -- 0Sorin Marius Pavel, Simona Moldovanu, Dorel Aiordachioaie. On Classification of the Human Emotions from Facial Thermal Images: A Case Study Based on Machine Learning
28 -- 0Masood Sujau, Masako Wada, Emilie Vallée, Natalie Hillis, Teo Susnjak. Accelerating Disease Model Parameter Extraction: An LLM-Based Ranking Approach to Select Initial Studies for Literature Review Automation
29 -- 0Suset Vázquez-Aveledo, Rosenberg J. Romero, Lorena Díaz-González, Moisés Montiel-González, Jesús Cerezo. Optimizing a Double Stage Heat Transformer Performance by Levenberg-Marquardt Artificial Neural Network
30 -- 0Bhupender Kumar, Navsal Kumar, Rabee Rustum, Vijay Shankar. Comparative Analysis of Machine Learning Techniques for Predicting Bulk Specific Gravity in Modified Asphalt Mixtures Incorporating Polyethylene Terephthalate (PET), High-Density Polyethylene (HDPE), and Polyvinyl Chloride (PVC)
31 -- 0Antreas Konstantinou, Dimitrios Kasimatis, William J. Buchanan, Sana Ullah Jan, Jawad Ahmad 0001, Ilias Politis, Nikolaos Pitropakis. Leveraging LLMs for Non-Security Experts in Threat Hunting: Detecting Living off the Land Techniques
32 -- 0Tamara El Hajjar, Mohammed Lansari, Reda Bellafqira, Gouenou Coatrieux, Katarzyna Kapusta, Kassem Kallas. RoSe-Mix: Robust and Secure Deep Neural Network Watermarking in Black-Box Settings via Image Mixup
35 -- 0Jinglei Pei, Yang Zhang, Ting Liu, Jingbin Yang, Qinghua Wu, Kang Qin. ADTime: Adaptive Multivariate Time Series Forecasting Using LLMs
36 -- 0Ying Yin, YiJun Shao, Phillip Ma, Qing Zeng-Treitler, Stuart J. Nelson. Machine-Learned Codes from EHR Data Predict Hard Outcomes Better than Human-Assigned ICD Codes
37 -- 0Max Klein, Niklas Dormagen, Lukas Wimmer, Markus H. Thoma, Mike Schwarz. Advancing Particle Tracking: Self-Organizing Map Hyperparameter Study and Long Short-Term Memory-Based Outlier Detection
38 -- 0Ramandeep Singh Dehal, Mehak Sharma, Enayat Rajabi. Knowledge Graphs and Their Reciprocal Relationship with Large Language Models
39 -- 0Mohit Gupta, Chialing Wei, Thomas Czerniawski, Ricardo Eiris. PIDQA - Question Answering on Piping and Instrumentation Diagrams