Publications

Peer-reviewed publications and research papers on applied machine learning and affective computing.

Index

Full list

Title Venue Year
A Large-Scale Study of Activation Functions in Modern Deep Neural Network Architectures for Efficient Convergence Inteligencia Artificial (December 2022) Dec 8, 2022
Experimental Evaluation of Cloud-Based Facial Emotion Recognition Services Computing and Informatics Dec 31, 2021
Integration of 2D Textural and 3D Geometric Features for Robust Facial Expression Recognition Computing and Informatics Dec 17, 2021
3D Object Classification Using HOG3D Springer Nov 23, 2021
Explaining Deep Neural Network using Layer-wise Relevance Propagation and Integrated Gradients IEEE Jan 21, 2021
What makes a smile? A Deep Neural Network Point of View IEEE Jan 21, 2021
Application and Perspectives of Convolutional Neural Networks in Digital Intelligence Advances in Intelligent Systems and Computing Jun 23, 2020
A Review of Activation Function for Artificial Neural Network SAMI 2020 Jan 26, 2020
Deep Convolutional Neural Network for Robust Facial Emotion Recognition INISTA 2019 : International Symposium on INnovations in Intelligent SysTems and Applications. - Institute of Electrical and Electronics Engineers s. 1-7 Jun 6, 2019
A Review of Facial Emotion Recognition: Comparison of Conventional and Deep Learning Methods SCYR 2019 : Scientific Conference of Young Researchers of the Faculty of Electrical Engineering and Informatics Technical University of Košice. - Košice (Slovensko) : Technická univerzita v Košiciach s. 17-21 [online, CD-ROM]. Mar 14, 2019
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