Alexandros Iosifidis - Books/book chapters

This page was last updated in 2022. A more complete list of publications can be found in Google Scholar and DBLP.

Edited books

Deep Learning for Robot Perception and Cognition, edited by A. Iosifidis and A. Tefas, Academic Press, 611 pages, ISBN: 978032385871 (DOI:10.1016/B978-0-32-385787-1.00006-3, Feb. 25, 2022 (link to book chapters collection in ScienceDirect)

Book chapters

L. Hedegaard, N. Heidari and A. Iosifidis, “Human activity recognition”, Deep Learning for Robot Perception and Cognition, Academic Press, 611 pages, ISBN: 978032385871 (DOI:10.1016/B978-0-32-385787-1.00006-3, February 25th, 2022
I. Oleksiienko and A. Iosifidis, “3D object detection and tracking”, Deep Learning for Robot Perception and Cognition, Academic Press, 611 pages, ISBN: 978032385871 (DOI:10.1016/B978-0-32-385787-1.00006-3, February 25th, 2022
K. Chumachenko, M. Gabbouj and A. Iosifidis, “Object detection and tracking”, Deep Learning for Robot Perception and Cognition, Academic Press, 611 pages, ISBN: 978032385871 (DOI:10.1016/B978-0-32-385787-1.00006-3, February 25th, 2022
D. T. Tran, M. Gabbouj and A. Iosifidis, “Progressive and compressive learning”, Deep Learning for Robot Perception and Cognition, Academic Press, 611 pages, ISBN: 978032385871 (DOI:10.1016/B978-0-32-385787-1.00006-3, February 25th, 2022
N. Heidari, L. Hedegaard and A. Iosifidis, “Graph convolutional networks”, Deep Learning for Robot Perception and Cognition, Academic Press, 611 pages, ISBN: 978032385871 (DOI:10.1016/B978-0-32-385787-1.00006-3, February 25th, 2022
A. Iosifidis and A. Tefas, “Introduction”, Deep Learning for Robot Perception and Cognition, Academic Press, 611 pages, ISBN: 978032385871 (DOI:10.1016/B978-0-32-385787-1.00006-3, February 25th, 2022
A. Iosifidis and I. Pitas, “Graph-based Pattern Classification and Dimensionality Reduction”, Graph-Based Social Media Analysis, CRC Data Mining and Knowledge Discovery Series, Taylor & Francis, 978-1-49-871904-9, October 29th, 2015
A. Iosifidis, N. Tsapanos and I. Pitas, “Graphs in social and digital media”, Graph-Based Social Media Analysis, CRC Data Mining and Knowledge Discovery Series, Taylor & Francis 978-1-49-871904-9, October 29th, 2015
N. Tsapanos, A. Iosifidis and I. Pitas, “Mathematical preliminaries: graphs and matrices”, Graph-Based Social Media Analysis, CRC Data Mining and Knowledge Discovery Series, Taylor & Francis 978-1-49-871904-9, October 29th, 2015
A. Iosifidis, A. Tefas and I. Pitas, “Single-hidden Layer Feedforward Neural network training using class geometric information”, Lecture Notes: Studies in Computational Intelligence, Springer, 2015 (invited by NCTA 2014)

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