Peter Tino

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Huanhuan ChenUniversity of Science and Technology of China, IEEE FellowAdresse e-mail validée de ustc.edu.cn
Kerstin BunteRosalind Franklin Fellow at the University of GroningenAdresse e-mail validée de rug.nl
Yuan ShenIndependent Research Fellow, Nottingham Trent UniversityAdresse e-mail validée de ntu.ac.uk
Ali RodanAssociate Professor of Artificial Intelligence, University of JordanAdresse e-mail validée de ju.edu.jo
C Lee GilesPennsylvania State UniversityAdresse e-mail validée de psu.edu
Georg DorffnerAssociate Professor, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of ViennaAdresse e-mail validée de meduniwien.ac.at
Bill HorneSenior Manager, AWS CryptographyAdresse e-mail validée de amazon.com
Frank-Michael SchleifProfessor of Computational Intelligence, Technical-UAS Würzburg-SchweinfurtAdresse e-mail validée de thws.de
Somak RaychaudhuryVice-Chancellor, Ashoka University, Sonipat, Haryana, IndiaAdresse e-mail validée de ashoka.edu.in
Lubica BenuskovaComenius University in Bratislava, Faculty of Mathematics, Physics and InformaticsAdresse e-mail validée de fmph.uniba.sk
Fengzhen TangShenyang Institution of Automation Chinese Academy of ScienceAdresse e-mail validée de sia.cn
Ian T. NabneyProfessor and Associate Dean, Faculty of Science and Engineering, University of BristolAdresse e-mail validée de bristol.ac.uk
Barbara HammerProfessor, Bielefeld UniversityAdresse e-mail validée de techfak.uni-bielefeld.de
Jiri Pospichalprofesor počítačových viedAdresse e-mail validée de ucm.sk
Michal CernanskyDepartment of Applied Informatics, University of SS. Cyril and Methodius, Trnava, SlovakiaAdresse e-mail validée de ucm.sk
Ata KabanProfessor, University of Birmingham, School of Computer ScienceAdresse e-mail validée de bham.ac.uk
Wiebke ArltDirector, MRC Laboratory of Medical Sciences (LMS) & Professor of Transdisciplinary Medicine, ICLAdresse e-mail validée de lms.mrc.ac.uk
Siang Yew ChongResearch Associate Professor, Department of Computer Science and Engineering, Southern University ofAdresse e-mail validée de sustech.edu.cn
Rami BahsoonReader, School of Computer Science, University of Birmingham, UK. EiC: ACM TAASAdresse e-mail validée de cs.bham.ac.uk
Marco CanducciResearch Fellow, University of BirminghamAdresse e-mail validée de cs.bham.ac.uk

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Peter Tino

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

Adresse e-mail validée de bham.ac.uk - Page d'accueil

ML Reservoir Computing Natural Computation Recurrent Neural Networks Fractal Geometry


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
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	1015	1996
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	902	2021
Minimum complexity echo state network A Rodan, P Tiňo Neural Networks, IEEE Transactions on, 1-14, 2011	769	2011
Managing diversity in regression ensembles. G Brown, JL Wyatt, P Tino, Y Bengio Journal of machine learning research 6 (9), 2005	511	2005
Markovian architectural bias of recurrent neural networks P Tino, M Cernansky, L Benuskova IEEE Transactions on Neural Networks 15 (1), 6-15, 2004	216	2004
Evolutionary Algorithms (Evolučné algoritmy, in Slovak) V Kvasnička, J Pospíchal, P Tiňo STU, 2000	192*	2000
Financial volatility trading using recurrent neural networks P Tino, C Schittenkopf, G Dorffner IEEE transactions on neural networks 12 (4), 865-874, 2001	169	2001
Probabilistic classification vector machines H Chen, P Tino, X Yao IEEE Transactions on Neural Networks 20 (6), 901-914, 2009	158	2009
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	155*	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	146	2013
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	144	2013
Simple Deterministically Constructed Cycle Reservoirs with Regular Jumps A Rodan, P Tiˇno Neural computation 24 (7), 2012	139	2012
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	133	2002
Predictive ensemble pruning by expectation propagation H Chen, P Tiňo, X Yao IEEE Transactions on Knowledge and Data Engineering 21 (7), 999-1013, 2009	122	2009
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	120	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	117	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	112	2013
Indefinite proximity learning: A review FM Schleif, P Tino Neural Computation 27 (10), 2039-2096, 2015	111	2015
Model-independent inference on compact-binary observations I Mandel, WM Farr, A Colonna, S Stevenson, P Tiňo, J Veitch Monthly Notices of the Royal Astronomical Society, stw2883, 2016	96	2016
Predicting the future of discrete sequences from fractal representations of the past P Tino, G Dorffner Machine Learning 45 (2), 187-217, 2001	96	2001

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