Mach. Learn. Knowl. Extr.

Keyphrases

Publications

volume 5, number 3, 2023

Angel Pina, Corbin Petersheim, Josh Cherian, Joanna Lahey, Gerianne Alexander, Tracy Hammond
Using Machine Learning with Eye-Tracking Data to Predict if a Recruiter Will Approve a Resume. Mach. Learn. Knowl. Extr. 5 (3) (2023)
Peter Salamon, David Salamon, Vito Adrian Cantu, Michelle An, Tyler Perry, Robert A. Edwards, Anca M. Segall
Classification Confidence in Exploratory Learning: A User's Guide. Mach. Learn. Knowl. Extr. 5 (3) (2023)
Jianfeng Li, Xiaoqin Lian
Research on Forest Fire Detection Algorithm Based on Improved YOLOv5. Mach. Learn. Knowl. Extr. 5 (3) (2023)
Litao Qiao, Weijia Wang, Bill Lin
Alternative Formulations of Decision Rule Learning from Neural Networks. Mach. Learn. Knowl. Extr. 5 (3) (2023)
Hosein Barzekar, Susan McRoy
Achievable Minimally-Contrastive Counterfactual Explanations. Mach. Learn. Knowl. Extr. 5 (3) (2023)
Hanruo Zhu, Ziquan Zhu, Shuihua Wang, Yu-Dong Zhang
CovC-ReDRNet: A Deep Learning Model for COVID-19 Classification. Mach. Learn. Knowl. Extr. 5 (3) (2023)
Paolo Gabriel Cachi, Sebastián Ventura, Krzysztof J. Cios
Improving Spiking Neural Network Performance with Auxiliary Learning. Mach. Learn. Knowl. Extr. 5 (3) (2023)
Dylan Molinié, Kurosh Madani, Véronique Amarger, Abdennasser Chebira
Identifying the Regions of a Space with the Self-Parameterized Recursively Assessed Decomposition Algorithm (SPRADA). Mach. Learn. Knowl. Extr. 5 (3) (2023)
Kristian Miok, Padraig Corcoran, Irena Spasic
The Value of Numbers in Clinical Text Classification. Mach. Learn. Knowl. Extr. 5 (3) (2023)
Daniel Klosa, Christof Büskens
Low Cost Evolutionary Neural Architecture Search (LENAS) Applied to Traffic Forecasting. Mach. Learn. Knowl. Extr. 5 (3) (2023)
Mohammad MohammadAmini, Marcia Jesus, Davood Fanaei Sheikholeslami, Paulo Alves, Aliakbar Hassanzadeh Benam, Fatemeh Hariri
Artificial Intelligence Ethics and Challenges in Healthcare Applications: A Comprehensive Review in the Context of the European GDPR Mandate. Mach. Learn. Knowl. Extr. 5 (3) (2023)
Phillip Czech, Markus Braun, Ulrich Kreßel, Bin Yang
Behavior-Aware Pedestrian Trajectory Prediction in Ego-Centric Camera Views with Spatio-Temporal Ego-Motion Estimation. Mach. Learn. Knowl. Extr. 5 (3) (2023)
David Muhr, Michael Affenzeller, Josef Küng
A Probabilistic Transformation of Distance-Based Outliers. Mach. Learn. Knowl. Extr. 5 (3) (2023)
Ala Alam Falaki, Robin Gras
Efficient Latent Space Compression for Lightning-Fast Fine-Tuning and Inference of Transformer-Based Models. Mach. Learn. Knowl. Extr. 5 (3) (2023)
Fábio Eid Morooka, Adalberto Manoel Junior, Tiago F. A. C. Sigahi, Jefferson Souza Pinto, Izabela Simon Rampasso, Rosley Anholon
Deep Learning and Autonomous Vehicles: Strategic Themes, Applications, and Research Agenda Using SciMAT and Content-Centric Analysis, a Systematic Review. Mach. Learn. Knowl. Extr. 5 (3) (2023)
Brian Lewandowski, Randy C. Paffenroth
Autoencoder Feature Residuals for Network Intrusion Detection: One-Class Pretraining for Improved Performance. Mach. Learn. Knowl. Extr. 5 (3) (2023)
Mahmood Ul Haq, Muhammad Athar Javed Sethi, Atiq ur Rehman
Capsule Network with Its Limitation, Modification, and Applications - A Survey. Mach. Learn. Knowl. Extr. 5 (3) (2023)

volume 5, number 4, 2023