Peter Tino

Cited by

	All	Since 2016
Citations	5878	2734
h-index	35	22
i10-index	89	52

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199719981999200020012002200320042005200620072008200920102011201220132014201520162017201820192020202121 32 31 68 69 71 78 111 145 179 185 169 248 176 191 271 281 339 379 449 462 525 593 685 17

Co-authors

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
Somak RaychaudhuryDirector, Inter-University Centre for Astronomy & Astrophysics, Pune; also Presidency UniversityVerified email at iucaa.in
Lubica BenuskovaComenius University in Bratislava, Faculty of Mathematics, Physics and InformaticsVerified email at ii.fmph.uniba.sk
Barbara HammerProfessor, Bielefeld UniversityVerified email at techfak.uni-bielefeld.de
Ian T. NabneyProfessor and Head of SCEEM, University of BristolVerified email at bristol.ac.uk
Siang Yew ChongAssociate Professor, School of Computer Science, University of Nottingham, Malaysia CampusVerified email at nottingham.edu.my
Fengzhen TangShenyang Institution of Automation Chinese Academy of ScienceVerified email at sia.cn
Igor FarkašProfessor of Informatics, Comenius University in BratislavaVerified email at fmph.uniba.sk
Ata KabanUniversity of Birmingham, School of Computer ScienceVerified email at cs.bham.ac.uk
Jiri Pospichalprofesor počítačových viedVerified email at ucm.sk
Shereen FouadSenior Lecturer in Computer Science, Birmingham City UniversityVerified email at bcu.ac.uk
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	658	1996
Minimum complexity echo state network A Rodan, P Tiňo Neural Networks, IEEE Transactions on, 1-14, 2011	465	2011
Recurrent neural networks: design and applications L Medsker, LC Jain CRC press, 1999	399	1999
Managing diversity in regression ensembles G Brown, JL Wyatt, P Tiňo Journal of machine learning research 6 (Sep), 1621-1650, 2005	337	2005
Markovian architectural bias of recurrent neural networks P Tino, M Cernansky, L Benuskova IEEE Transactions on Neural Networks 15 (1), 6-15, 2004	197	2004
Evolutionary Algorithms (Evolučné algoritmy, in Slovak) V Kvasnička, J Pospíchal, P Tiňo STU, 2000	165*	2000
Financial volatility trading using recurrent neural networks P Tino, C Schittenkopf, G Dorffner IEEE Transactions on Neural Networks 12 (4), 865-874, 2001	128	2001
Probabilistic classification vector machines H Chen, P Tino, X Yao IEEE Transactions on Neural Networks 20 (6), 901-914, 2009	116	2009
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	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
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	109	2002
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	97	1998
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	84	2013
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
Simple Deterministically Constructed Cycle Reservoirs with Regular Jumps A Rodan, P Tiˇno Neural computation 24 (7), 2012	84	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	83	2009
Spatial representation of symbolic sequences through iterative function systems P Tino IEEE Transactions on Systems, Man, and Cybernetics-Part A: Systems and …, 1999	80	1999
Predicting the future of discrete sequences from fractal representations of the past P Tino, G Dorffner Machine Learning 45 (2), 187-217, 2001	79	2001
Learning and extracting initial mealy automata with a modular neural network model P Tiňo, J Šajda Neural Computation 7 (4), 822-844, 1995	72	1995
Recurrent neural networks with small weights implement definite memory machines B Hammer, P Tiňo Neural Computation 15 (8), 1897-1929, 2003	71	2003

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