Peter Tino

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Citations	6572	3196
h-index	40	26
i10-index	112	73

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Xin YaoSouthern University of Science and Technology, University of Birmingham (UK) and NORCE (Norway)Verified email at cs.bham.ac.uk
Ali RodanAssociate Professor of Computer Science, Higher Colleges of TechnologyVerified email at hct.ac.ae
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
Somak RaychaudhuryInter-University Centre for Astronomy and Astrophysics (IUCAA), Pune, indiaVerified email at iucaa.in
Frank-Michael SchleifProfessor of Computational Intelligence, UAS Würzburg-SchweinfurtVerified email at fhws.de
Ian T. NabneyProfessor and Head of SCEEM, University of BristolVerified email at bristol.ac.uk
Lubica BenuskovaComenius University in Bratislava, Faculty of Mathematics, Physics and InformaticsVerified email at fmph.uniba.sk
Fengzhen TangShenyang Institution of Automation Chinese Academy of ScienceVerified email at sia.cn
Barbara HammerProfessor, Bielefeld UniversityVerified email at techfak.uni-bielefeld.de
Kerstin BunteRosalind Franklin Fellow at the University of GroningenVerified email at rug.nl
Ata KabanUniversity of Birmingham, School of Computer ScienceVerified email at cs.bham.ac.uk
Siang Yew ChongAssociate Professor, School of Computer Science, University of Nottingham, Malaysia CampusVerified email at nottingham.edu.my
Igor FarkašProfessor of Informatics, Comenius University in BratislavaVerified email at fmph.uniba.sk
Shereen FouadLecturer in Computer Science, Aston UniversityVerified email at aston.ac.uk
Behzad BordbarSchool of Computer Science, University of BirminghamVerified email at cs.bham.ac.uk
Jiri Pospichalprofesor počítačových viedVerified email at ucm.sk
Pedro Antonio GutiérrezAssistant 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 Dynamical Systems 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	787	1996
Minimum complexity echo state network A Rodan, P Tiňo Neural Networks, IEEE Transactions on, 1-14, 2011	561	2011
Managing diversity in regression ensembles. G Brown, JL Wyatt, P Tino, Y Bengio Journal of machine learning research 6 (9), 2005	405	2005
Markovian architectural bias of recurrent neural networks P Tino, M Cernansky, L Benuskova IEEE Transactions on Neural Networks 15 (1), 6-15, 2004	204	2004
Evolutionary Algorithms (Evolučné algoritmy, in Slovak) V Kvasnička, J Pospíchal, P Tiňo STU, 2000	168*	2000
Financial volatility trading using recurrent neural networks P Tino, C Schittenkopf, G Dorffner IEEE transactions on neural networks 12 (4), 865-874, 2001	141	2001
Probabilistic classification vector machines H Chen, P Tino, X Yao IEEE Transactions on Neural Networks 20 (6), 901-914, 2009	136	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	119	2002
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	111*	1997
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	110	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	106	2013
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	103	1998
Simple Deterministically Constructed Cycle Reservoirs with Regular Jumps A Rodan, P Tiˇno Neural computation 24 (7), 2012	101	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	101	2009
A survey on neural network interpretability Y Zhang, P Tiňo, A Leonardis, K Tang IEEE Transactions on Emerging Topics in Computational Intelligence, 2021	97	2021
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	92	2013
Predicting the future of discrete sequences from fractal representations of the past P Tino, G Dorffner Machine Learning 45 (2), 187-217, 2001	84	2001
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	81	2013
Spatial representation of symbolic sequences through iterative function systems P Tino IEEE Transactions on Systems, Man, and Cybernetics-Part A: Systems and …, 1999	81	1999
Indefinite proximity learning: A review FM Schleif, P Tino Neural Computation 27 (10), 2039-2096, 2015	80	2015

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