Peter Tino

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Xin YaoSouthern University of Science and Technology and University of Birmingham (UK)Verified email at cs.bham.ac.uk
Huanhuan ChenUniversity of Science and Technology of ChinaVerified email at ustc.edu.cn
Ali RodanAssociate Professor of Artificial Intelligence (Machine Learning and Data Analytics)Verified email at ju.edu.jo
C Lee GilesPennsylvania State UniversityVerified email at psu.edu
Georg DorffnerAssociate Professor, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of ViennaVerified email at meduniwien.ac.at
Yuan ShenIndependent Research Fellow, Nottingham Trent UniversityVerified email at ntu.ac.uk
Bill HornePrincipal Product Manager, AWS CryptographyVerified email at amazon.com
Frank-Michael SchleifProfessor of Computational Intelligence, Technical-UAS Würzburg-SchweinfurtVerified email at fhws.de
Somak RaychaudhuryVice-Chancellor, Ashoka University, Sonipat, Haryana, IndiaVerified email at ashoka.edu.in
Kerstin BunteRosalind Franklin Fellow at the University of GroningenVerified email at rug.nl
Lubica BenuskovaComenius University in Bratislava, Faculty of Mathematics, Physics and InformaticsVerified email at fmph.uniba.sk
Ian T. NabneyProfessor and Head of SCEEM, University of BristolVerified email at bristol.ac.uk
Fengzhen TangShenyang Institution of Automation Chinese Academy of ScienceVerified email at sia.cn
Barbara HammerProfessor, Bielefeld UniversityVerified email at techfak.uni-bielefeld.de
Michal CernanskyDepartment of Applied Informatics, University of SS. Cyril and Methodius, Trnava, SlovakiaVerified email at ucm.sk
Ata KabanUniversity of Birmingham, School of Computer ScienceVerified email at bham.ac.uk
Siang Yew ChongResearch Associate Professor, Department of Computer Science and Engineering, Southern University ofVerified email at sustech.edu.cn
Shereen FouadLecturer in Computer Science, Aston UniversityVerified email at aston.ac.uk
Igor FarkašProfessor of Informatics, Comenius University in BratislavaVerified email at fmph.uniba.sk
Pedro Antonio GutiérrezAssociate Professor of Computer Science, University of Córdoba (Spain)Verified email at uco.es

Peter Tino

Professor of Complex and Adaptive Systems, University of Birmingham, UK

Verified email at cs.bham.ac.uk - Homepage

Machine Learning Natural Computation Recurrent Neural Networks Fractal Geometry Reservoir Computing


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Learning long-term dependencies in NARX recurrent neural networks T Lin, BG Horne, P Tino, CL Giles IEEE Transactions on Neural Networks 7 (6), 1329-1338, 1996	872	1996
Minimum complexity echo state network A Rodan, P Tiňo Neural Networks, IEEE Transactions on, 1-14, 2011	635	2011
Managing diversity in regression ensembles. G Brown, JL Wyatt, P Tino, Y Bengio Journal of machine learning research 6 (9), 2005	452	2005
A survey on neural network interpretability Y Zhang, P Tiňo, A Leonardis, K Tang IEEE Transactions on Emerging Topics in Computational Intelligence 5 (5 …, 2021	300	2021
Markovian architectural bias of recurrent neural networks P Tino, M Cernansky, L Benuskova IEEE Transactions on Neural Networks 15 (1), 6-15, 2004	207	2004
Evolutionary Algorithms (Evolučné algoritmy, in Slovak) V Kvasnička, J Pospíchal, P Tiňo STU, 2000	173*	2000
Financial volatility trading using recurrent neural networks P Tino, C Schittenkopf, G Dorffner IEEE transactions on neural networks 12 (4), 865-874, 2001	153	2001
Probabilistic classification vector machines H Chen, P Tino, X Yao IEEE Transactions on Neural Networks 20 (6), 901-914, 2009	145	2009
Hierarchical GTM: Constructing localized nonlinear projection manifolds in a principled way P Tino, I Nabney Pattern Analysis and Machine Intelligence, IEEE Transactions on 24 (5), 639-656, 2002	126	2002
Learning in the model space for cognitive fault diagnosis H Chen, P Tiňo, A Rodan, X Yao IEEE transactions on neural networks and learning systems 25 (1), 124-136, 2013	121	2013
Model-based kernel for efficient time series analysis H Chen, F Tang, P Tino, X Yao Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013	115	2013
Introduction to the theory of neural networks (Úvod do teórie neurónových sietí, in Slovak) V Kvasnička, Ľ Beňušková, J Pospíchal, I Farkaš, P Tiňo, V Kráľ Iris, Bratislava, 1997	113*	1997
Simple Deterministically Constructed Cycle Reservoirs with Regular Jumps A Rodan, P Tiˇno Neural computation 24 (7), 2012	111	2012
Predictive ensemble pruning by expectation propagation H Chen, P Tiňo, X Yao IEEE Transactions on Knowledge and Data Engineering 21 (7), 999-1013, 2009	111	2009
Finite state machines and recurrent neural networks—automata and dynamical systems approaches P Tiňo, BG Horne, CL Giles, PC Collingwood Neural networks and pattern recognition, 171-219, 1998	107	1998
Scaling up estimation of distribution algorithms for continuous optimization W Dong, T Chen, P Tiňo, X Yao IEEE Transactions on Evolutionary Computation 17 (6), 797-822, 2013	99	2013
Concept drift detection for online class imbalance learning S Wang, LL Minku, D Ghezzi, D Caltabiano, P Tino, X Yao The 2013 International Joint Conference on Neural Networks (IJCNN), 1-10, 2013	92	2013
Indefinite proximity learning: A review FM Schleif, P Tino Neural Computation 27 (10), 2039-2096, 2015	91	2015
Predicting the future of discrete sequences from fractal representations of the past P Tino, G Dorffner Machine Learning 45 (2), 187-217, 2001	89	2001
Incorporating privileged information through metric learning S Fouad, P Tino, S Raychaudhury, P Schneider IEEE transactions on neural networks and learning systems 24 (7), 1086-1098, 2013	86	2013

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