Peter Tino

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Huanhuan ChenUniversity of Science and Technology of ChinaDirección de correo verificada de ustc.edu.cn
Ali RodanAssociate Professor of Artificial Intelligence, University of JordanDirección de correo verificada de ju.edu.jo
Yuan ShenIndependent Research Fellow, Nottingham Trent UniversityDirección de correo verificada de ntu.ac.uk
C Lee GilesPennsylvania State UniversityDirección de correo verificada de psu.edu
Kerstin BunteRosalind Franklin Fellow at the University of GroningenDirección de correo verificada de rug.nl
Georg DorffnerAssociate Professor, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of ViennaDirección de correo verificada de meduniwien.ac.at
Bill HorneSenior Manager, AWS CryptographyDirección de correo verificada de amazon.com
Frank-Michael SchleifProfessor of Computational Intelligence, Technical-UAS Würzburg-SchweinfurtDirección de correo verificada de thws.de
Somak RaychaudhuryVice-Chancellor, Ashoka University, Sonipat, Haryana, IndiaDirección de correo verificada de ashoka.edu.in
Lubica BenuskovaComenius University in Bratislava, Faculty of Mathematics, Physics and InformaticsDirección de correo verificada de fmph.uniba.sk
Fengzhen TangShenyang Institution of Automation Chinese Academy of ScienceDirección de correo verificada de sia.cn
Ian T. NabneyProfessor and Head of SCEEM, University of BristolDirección de correo verificada de bristol.ac.uk
Barbara HammerProfessor, Bielefeld UniversityDirección de correo verificada de techfak.uni-bielefeld.de
Jiri Pospichalprofesor počítačových viedDirección de correo verificada de ucm.sk
Michal CernanskyDepartment of Applied Informatics, University of SS. Cyril and Methodius, Trnava, SlovakiaDirección de correo verificada de ucm.sk
Ata KabanUniversity of Birmingham, School of Computer ScienceDirección de correo verificada de bham.ac.uk
Siang Yew ChongResearch Associate Professor, Department of Computer Science and Engineering, Southern University ofDirección de correo verificada de sustech.edu.cn
Rami BahsoonReader, School of Computer Science, University of Birmingham, UK. EiC: ACM TAASDirección de correo verificada de cs.bham.ac.uk
Igor FarkašProfessor of Informatics, Comenius University in BratislavaDirección de correo verificada de fmph.uniba.sk
Shereen FouadLecturer in Computer Science, Aston UniversityDirección de correo verificada de aston.ac.uk

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Peter Tino

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

Dirección de correo verificada de cs.bham.ac.uk - Página principal

Machine Learning Natural Computation Recurrent Neural Networks Fractal Geometry Reservoir Computing


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
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	987	1996
Minimum complexity echo state network A Rodan, P Tiňo Neural Networks, IEEE Transactions on, 1-14, 2011	737	2011
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	706	2021
Managing diversity in regression ensembles. G Brown, JL Wyatt, P Tino, Y Bengio Journal of machine learning research 6 (9), 2005	497	2005
Markovian architectural bias of recurrent neural networks P Tino, M Cernansky, L Benuskova IEEE Transactions on Neural Networks 15 (1), 6-15, 2004	212	2004
Evolutionary Algorithms (Evolučné algoritmy, in Slovak) V Kvasnička, J Pospíchal, P Tiňo STU, 2000	190*	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	157	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	152*	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	138	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	137	2013
Simple Deterministically Constructed Cycle Reservoirs with Regular Jumps A Rodan, P Tiˇno Neural computation 24 (7), 2012	136	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	130	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	121	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	115	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	113	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	111	2013
Indefinite proximity learning: A review FM Schleif, P Tino Neural Computation 27 (10), 2039-2096, 2015	107	2015
Predicting the future of discrete sequences from fractal representations of the past P Tino, G Dorffner Machine Learning 45 (2), 187-217, 2001	95	2001
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	91	2013

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