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
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
Frank-Michael SchleifProfessor of Computational Intelligence, Technical-UAS Würzburg-SchweinfurtVerified email at fhws.de
Somak RaychaudhuryVice-Chancellor, Ashoka University, Sonepat, Haryana, IndiaVerified email at ashoka.edu.in
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
Kerstin BunteRosalind Franklin Fellow at the University of GroningenVerified email at rug.nl
Fengzhen TangShenyang Institution of Automation Chinese Academy of ScienceVerified email at sia.cn
Barbara HammerProfessor, Bielefeld UniversityVerified email at techfak.uni-bielefeld.de
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
Jiri Pospichalprofesor počítačových viedVerified email at ucm.sk
Behzad BordbarSchool of Computer Science, University of BirminghamVerified email at cs.bham.ac.uk

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	836	1996
Minimum complexity echo state network A Rodan, P Tiňo Neural Networks, IEEE Transactions on, 1-14, 2011	609	2011
Managing diversity in regression ensembles. G Brown, JL Wyatt, P Tino, Y Bengio Journal of machine learning research 6 (9), 2005	433	2005
A survey on neural network interpretability Y Zhang, P Tiňo, A Leonardis, K Tang IEEE Transactions on Emerging Topics in Computational Intelligence, 2021	213	2021
Markovian architectural bias of recurrent neural networks P Tino, M Cernansky, L Benuskova IEEE Transactions on Neural Networks 15 (1), 6-15, 2004	206	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	151	2001
Probabilistic classification vector machines H Chen, P Tino, X Yao IEEE Transactions on Neural Networks 20 (6), 901-914, 2009	142	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	124	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	118	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
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	112	2013
Predictive ensemble pruning by expectation propagation H Chen, P Tiňo, X Yao IEEE Transactions on Knowledge and Data Engineering 21 (7), 999-1013, 2009	108	2009
Simple Deterministically Constructed Cycle Reservoirs with Regular Jumps A Rodan, P Tiˇno Neural computation 24 (7), 2012	107	2012
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	105	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	98	2013
Indefinite proximity learning: A review FM Schleif, P Tino Neural Computation 27 (10), 2039-2096, 2015	88	2015
Predicting the future of discrete sequences from fractal representations of the past P Tino, G Dorffner Machine Learning 45 (2), 187-217, 2001	88	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	85	2013
Spatial representation of symbolic sequences through iterative function systems P Tino IEEE Transactions on Systems, Man, and Cybernetics-Part A: Systems and …, 1999	84	1999

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