Publication: A. Taherkhani, G. Cosma, and T.M. Mcginnity, AdaBoost-CNN: An Adaptive Boosting algorithm for Convolutional Neural Networks to classify Multi-Class Imbalanced datasets using Transfer Learning, Neurocomputing, 2020.
Research Experience
Currently a Senior Lecturer at the Faculty of Computing, Engineering, and Media, De Montfort University, UK. Previously, he was a full-time research fellow at the Computational Neuroscience and Cognitive Robotics Laboratory, Nottingham Trent University, Nottingham, UK. He worked as a research fellow on the Leverhulme Trust Research Project entitled “Novel Approaches for Constructing Optimised Multimodal Data Spaces”.
Education
Received the PhD degree from Ulster University, Londonderry, U.K, in 2017.
Background
Research interests include artificial intelligence, data science, big data, deep neural networks, image and nonlinear signal processing, multimodal data analysis, and spiking neural networks. He is also interested in using machine learning methods for robotics, internet of things (IOT), activity recognition, and natural language processing.