ExShall-CNN: An Explainable Shallow Convolutional Neural Network for Medical Image Segmentation by Vahid Khalkhali, Sayed Mehedi Azim, Iman Dehzangi

“…Machine Learning and Knowledge Extraction…”
Get full text

Learning Optimal Dynamic Treatment Regime from Observational Clinical Data through Reinforcement Learning by Seyum Abebe, Irene Poli, Roger D. Jones, Debora Slanzi

“…Machine Learning and Knowledge Extraction…”
Get full text

Multimodal Deep Learning for Android Malware Classification by James Arrowsmith, Teo Susnjak, Julian Jang-Jaccard

“…Machine Learning and Knowledge Extraction…”
Get full text

A Comparative Analysis of European Media Coverage of the Israel–Gaza War Using Hesitant Fuzzy Linguistic Term Sets by Walaa Abuasaker, Mónica Sánchez, Jennifer Nguyen, Nil Agell, Núria Agell, Francisco J. Ruiz

“…Machine Learning and Knowledge Extraction…”
Get full text

Deep Learning with Convolutional Neural Networks: A Compact Holistic Tutorial with Focus on Supervised Regression by Yansel Gonzalez Tejeda, Helmut A. Mayer

“…Machine Learning and Knowledge Extraction…”
Get full text

Factors Associated with COVID-19 Mortality in Mexico: A Machine Learning Approach Using Clinical, Socioeconomic, and Environmental Data by Lorena Díaz-González, Yael Sharim Toribio-Colin, Julio César Pérez-Sansalvador, Noureddine Lakouari

“…Machine Learning and Knowledge Extraction…”
Get full text

Evaluation Metrics for Generative Models: An Empirical Study by Eyal Betzalel, Coby Penso, Ethan Fetaya

“…Machine Learning and Knowledge Extraction…”
Get full text

Continual Semi-Supervised Malware Detection by Matthew Chin, Roberto Corizzo

“…Machine Learning and Knowledge Extraction…”
Get full text

On Classification of the Human Emotions from Facial Thermal Images: A Case Study Based on Machine Learning by Marius Sorin Pavel, Simona Moldovanu, Dorel Aiordachioaie

“…Machine Learning and Knowledge Extraction…”
Get full text

Leveraging Failure Modes and Effect Analysis for Technical Language Processing by Mathieu Payette, Georges Abdul-Nour, Toualith Jean-Marc Meango, Miguel Diago, Alain Côté

“…Machine Learning and Knowledge Extraction…”
Get full text

Simulated Annealing-Based Hyperparameter Optimization of a Convolutional Neural Network for MRI Brain Tumor Classification by Sofia El Amoury, Youssef Smili, Youssef Fakhri

“…Machine Learning and Knowledge Extraction…”
Get full text

Comparison of Off-the-Shelf Methods and a Hotelling Multidimensional Approximation for Data Drift Detection by J. Ramón Navarro-Cerdán, Vicent Ortiz Castelló, David Millán Escrivá

“…Machine Learning and Knowledge Extraction…”
Get full text

Advancing AI Interpretability in Medical Imaging: A Comparative Analysis of Pixel-Level Interpretability and Grad-CAM Models by Mohammad Ennab, Hamid Mcheick

“…Machine Learning and Knowledge Extraction…”
Get full text

Enhancing Consumer Agent Modeling Through Openness-Based Consumer Traits and Inverse Clustering by Brahim Benaissa, Masakazu Kobayashi, Hiroshi Takenouchi

“…Machine Learning and Knowledge Extraction…”
Get full text

Electrical Storm Optimization (ESO) Algorithm: Theoretical Foundations, Analysis, and Application to Engineering Problems by Manuel Soto Calvo, Han Soo Lee

“…Machine Learning and Knowledge Extraction…”
Get full text

Machine Learning Models to Predict Individual Cognitive Load in Collaborative Learning: Combining fNIRS and Eye-Tracking Data by Wenli Chen, Zirou Lin, Lishan Zheng, Mei-Yee Mavis Ho, Farhan Ali, Wei Peng Teo

“…Machine Learning and Knowledge Extraction…”
Get full text

Advancing Life Cycle Assessment of Sustainable Green Hydrogen Production Using Domain-Specific Fine-Tuning by Large Language Models Augmentation by Yajing Chen, Urs Liebau, Shreyas Mysore Guruprasad, Iaroslav Trofimenko, Christine Minke

“…Machine Learning and Knowledge Extraction…”
Get full text

Temporal Relational Graph Convolutional Network Approach to Financial Performance Prediction by Brindha Priyadarshini Jeyaraman, Bing Tian Dai, Yuan Fang

“…Machine Learning and Knowledge Extraction…”
Get full text

Node-Centric Pruning: A Novel Graph Reduction Approach by Hossein Shokouhinejad, Roozbeh Razavi-Far, Griffin Higgins, Ali A. Ghorbani

“…Machine Learning and Knowledge Extraction…”
Get full text

Analyzing the Impact of Data Augmentation on the Explainability of Deep Learning-Based Medical Image Classification by Xinyu (Freddie) Liu, Gizem Karagoz, Nirvana Meratnia

“…Machine Learning and Knowledge Extraction…”
Get full text