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ORCIDYiannis Gatsoulis
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Journal Articles
- 2019
[j3]Nikita Kozodoi, Stefan Lessmann
, Konstantinos Papakonstantinou, Yiannis Gatsoulis, Bart Baesens:
A multi-objective approach for profit-driven feature selection in credit scoring. Decis. Support Syst. 120: 106-117 (2019)- 2017
- [j2]Nick Hawes, Christopher Burbridge, Ferdian Jovan, Lars Kunze, Bruno Lacerda, Lenka Mudrová, Jay Young, Jeremy L. Wyatt, Denise Hebesberger, Tobias Körtner, Rares Ambrus, Nils Bore, John Folkesson, Patric Jensfelt, Lucas Beyer, Alexander Hermans, Bastian Leibe, Aitor Aldoma, Thomas Faulhammer, Michael Zillich, Markus Vincze, Eris Chinellato, Muhannad Al-Omari, Paul Duckworth, Yiannis Gatsoulis, David C. Hogg, Anthony G. Cohn, Christian Dondrup, Jaime Pulido Fentanes, Tomás Krajník, João Machado Santos, Tom Duckett, Marc Hanheide:
The STRANDS Project: Long-Term Autonomy in Everyday Environments. IEEE Robotics Autom. Mag. 24(3): 146-156 (2017) - 2015
- [j1]Yiannis Gatsoulis, T. Martin McGinnity:
Intrinsically motivated learning systems based on biologically-inspired novelty detection. Robotics Auton. Syst. 68: 12-20 (2015)
Conference and Workshop Papers
- 2016
- [c9]Paul Duckworth, Yiannis Gatsoulis, Ferdian Jovan, Nick Hawes, David C. Hogg, Anthony G. Cohn:
Unsupervised Learning of Qualitative Motion Behaviours by a Mobile Robot. AAMAS 2016: 1043-1051 - [c8]Paul Duckworth, Muhannad Al-Omari, Yiannis Gatsoulis, David C. Hogg, Anthony G. Cohn:
Unsupervised Activity Recognition Using Latent Semantic Analysis on a Mobile Robot. ECAI 2016: 1062-1070 - [c7]Yiannis Gatsoulis, Muhammad Owais Mehmood, Vania G. Dimitrova, Derek R. Magee, Bastien Sage-Vallier, P. Thiaudiere, Joaquin Valdes, Anthony G. Cohn:
Learning the Repair Urgency for a Decision Support System for Tunnel Maintenance. ECAI 2016: 1769-1774 - [c6]Muhannad Al-Omari, Eris Chinellato, Yiannis Gatsoulis, David C. Hogg, Anthony G. Cohn:
Unsupervised Grounding of Textual Descriptions of Object Features and Actions in Video. KR 2016: 505-508 - 2014
- [c5]Jawad Tayyub, Aryana Tavanai, Yiannis Gatsoulis, Anthony G. Cohn, David C. Hogg:
Qualitative and Quantitative Spatio-temporal Relations in Daily Living Activity Recognition. ACCV (5) 2014: 115-130 - 2012
- [c4]Yiannis Gatsoulis, Christopher Burbridge, T. Martin McGinnity:
Biologically inspired intrinsically motivated learning for service robots based on novelty detection and habituation. ROBIO 2012: 464-469 - [c3]Yiannis Gatsoulis, Indrazno Siradjuddin, T. Martin McGinnity:
Primitive action learning using fuzzy neural networks. ROBIO 2012: 1513-1517 - 2011
- [c2]Yiannis Gatsoulis, Christopher Burbridge, T. Martin McGinnity:
Online unsupervised cumulative learning for life-long robot operation. ROBIO 2011: 2486-2490 - 2005
- [c1]Yiannis Gatsoulis, Gurvinder S. Virk:
Modular Situational Awareness for CLAWAR Robots. CLAWAR 2005: 1011-1020
Parts in Books or Collections
- 2013
- [p1]Ulrich Nehmzow, Yiannis Gatsoulis, Emmett Kerr, Joan Condell, Nazmul H. Siddique, T. Martin McGinnity:
Novelty Detection as an Intrinsic Motivation for Cumulative Learning Robots. Intrinsically Motivated Learning in Natural and Artificial Systems 2013: 185-207
Informal and Other Publications
- 2016
- [i1]Nick Hawes, Chris Burbridge, Ferdian Jovan, Lars Kunze, Bruno Lacerda, Lenka Mudrová, Jay Young, Jeremy L. Wyatt, Denise Hebesberger, Tobias Körtner, Rares Ambrus, Nils Bore, John Folkesson, Patric Jensfelt, Lucas Beyer, Alexander Hermans, Bastian Leibe, Aitor Aldoma, Thomas Faulhammer, Michael Zillich, Markus Vincze, Muhannad Al-Omari, Eris Chinellato, Paul Duckworth, Yiannis Gatsoulis, David C. Hogg, Anthony G. Cohn, Christian Dondrup, Jaime Pulido Fentanes, Tomás Krajník, João Machado Santos, Tom Duckett, Marc Hanheide:
The STRANDS Project: Long-Term Autonomy in Everyday Environments. CoRR abs/1604.04384 (2016)
Coauthor Index
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