Peter Tino

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Xin YaoSouthern University of Science and Technology (SUSTech) and University of BirminghamVerified email at cs.bham.ac.uk
Georg DorffnerAssociate Professor, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of ViennaVerified email at meduniwien.ac.at
Ali RodanAssociate Professor of Computer Science, Higher Colleges of TechnologyVerified email at hct.ac.ae
C Lee GilesPennsylvania State UniversityVerified email at psu.edu
Bill HornePrincipal Product Manager, AWS CryptographyVerified email at amazon.com
Yuan ShenIndependent Research Fellow, Nottingham Trent UniversityVerified email at ntu.ac.uk
Frank-Michael SchleifProfessor of Computational Intelligence, UAS Würzburg-SchweinfurtVerified email at fhws.de
Lubica BenuskovaComenius University in Bratislava, Faculty of Mathematics, Physics and InformaticsVerified email at ii.fmph.uniba.sk
Ian T. NabneyProfessor and Head of SCEEM, University of BristolVerified email at bristol.ac.uk
Barbara HammerProfessor, Bielefeld UniversityVerified email at techfak.uni-bielefeld.de
Fengzhen TangShenyang Institution of Automation Chinese Academy of ScienceVerified email at sia.cn
Siang Yew ChongAssociate Professor, School of Computer Science, University of Nottingham, Malaysia CampusVerified email at nottingham.edu.my
Ata KabanUniversity of Birmingham, School of Computer ScienceVerified email at cs.bham.ac.uk
Kerstin BunteRosalind Franklin Fellow at the University of GroningenVerified email at rug.nl
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
Jiri Pospichalprofesor počítačových viedVerified email at ucm.sk
Behzad BordbarSchool of Computer Science, University of BirminghamVerified email at cs.bham.ac.uk
Pedro Antonio GutiérrezAssistant Professor of Computer Science, University of Córdoba (Spain)Verified email at uco.es
Phil WeberResearch Fellow, Aston University, UKVerified email at ieee.org

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


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	730	1996
Minimum complexity echo state network A Rodan, P Tiňo Neural Networks, IEEE Transactions on, 1-14, 2011	511	2011
Recurrent neural networks: design and applications L Medsker, LC Jain CRC press, 1999	459	1999
Managing diversity in regression ensembles. G Brown, JL Wyatt, P Tino, Y Bengio Journal of machine learning research 6 (9), 2005	377	2005
Markovian architectural bias of recurrent neural networks P Tino, M Cernansky, L Benuskova IEEE Transactions on Neural Networks 15 (1), 6-15, 2004	201	2004
Evolutionary Algorithms (Evolučné algoritmy, in Slovak) V Kvasnička, J Pospíchal, P Tiňo STU, 2000	167*	2000
Financial volatility trading using recurrent neural networks P Tino, C Schittenkopf, G Dorffner IEEE transactions on neural networks 12 (4), 865-874, 2001	132	2001
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	130*	2013
Probabilistic classification vector machines H Chen, P Tino, X Yao IEEE Transactions on Neural Networks 20 (6), 901-914, 2009	127	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	115	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	109*	1997
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	100	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	100	1998
Predictive ensemble pruning by expectation propagation H Chen, P Tiňo, X Yao IEEE Transactions on Knowledge and Data Engineering 21 (7), 999-1013, 2009	94	2009
Simple Deterministically Constructed Cycle Reservoirs with Regular Jumps A Rodan, P Tiˇno Neural computation 24 (7), 2012	93	2012
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	84	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
Spatial representation of symbolic sequences through iterative function systems P Tino IEEE Transactions on Systems, Man, and Cybernetics-Part A: Systems and …, 1999	83	1999
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	75	2013
Indefinite proximity learning: A review FM Schleif, P Tino Neural Computation 27 (10), 2039-2096, 2015	73	2015

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