Nikola Kasabov

Nikola Kasabov

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Nikola Kasabov

Nikola Kasabov

Publications by authors named "Nikola Kasabov"

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44Publications

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Evolving Spiking Neural Networks for online learning over drifting data streams.

Neural Netw 2018 Dec 2;108:1-19. Epub 2018 Aug 2.

KEDRI - Auckland University of Technology (AUT), 1010 Auckland, New Zealand.

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December 2018

Modelling Peri-Perceptual Brain Processes in a Deep Learning Spiking Neural Network Architecture.

Sci Rep 2018 Jun 11;8(1):8912. Epub 2018 Jun 11.

Knowledge Engineering and Discovery Research Institute, Auckland University of Technology, AUT Tower, 7th floor, 2 Wakefield Street, Auckland, 1010, New Zealand.

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June 2018

A Retinotopic Spiking Neural Network System for Accurate Recognition of Moving Objects Using NeuCube and Dynamic Vision Sensors.

Front Comput Neurosci 2018 12;12:42. Epub 2018 Jun 12.

Knowledge Engineering and Discovery Research Institute, Auckland University of Technology, Auckland, New Zealand.

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June 2018

Method of Improved Fuzzy Contrast Combined Adaptive Threshold in NSCT for Medical Image Enhancement.

Biomed Res Int 2017 28;2017:3969152. Epub 2017 Jun 28.

Knowledge Engineering and Discovery Research Institute, Auckland University of Technology, Auckland 1020, New Zealand.

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April 2018

Anytime multipurpose emotion recognition from EEG data using a Liquid State Machine based framework.

Artif Intell Med 2018 03 1;86:1-8. Epub 2018 Feb 1.

Auckland University of Technology, New Zealand. Electronic address:

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March 2018

Network-Based Method for Inferring Cancer Progression at the Pathway Level from Cross-Sectional Mutation Data.

IEEE/ACM Trans Comput Biol Bioinform 2016 Nov-Dec;13(6):1036-1044. Epub 2016 Feb 19.

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October 2017

Remote Sensing Image Change Detection Based on NSCT-HMT Model and Its Application.

Sensors (Basel) 2017 Jun 6;17(6). Epub 2017 Jun 6.

Knowledge Engineering and Discovery Research Institute, Auckland University of Technology, Auckland 1020, New Zealand.

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June 2017

Image Processing of Porous Silicon Microarray in Refractive Index Change Detection.

Sensors (Basel) 2017 Jun 8;17(6). Epub 2017 Jun 8.

School of Physical Science and Technology, Xinjiang University, Urumqi 830046, China.

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June 2017

Analysis of connectivity in NeuCube spiking neural network models trained on EEG data for the understanding of functional changes in the brain: A case study on opiate dependence treatment.

Neural Netw 2015 Aug 20;68:62-77. Epub 2015 Apr 20.

Department of Psychology, Faculty of Health and Environmental Science, Auckland University of Technology, Auckland 1142, New Zealand.

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August 2015

New strategy to reduce the global burden of stroke.

Stroke 2015 Jun 16;46(6):1740-7. Epub 2015 Apr 16.

From the National Institute for Stroke and Applied Neurosciences, School of Public Health and Psychosocial Studies (V.L.F., R.K., R.B., P.P., A.T.), Faculty of Health and Environmental Sciences (P.H., M.A., E.R.), Information Technology (T.H.), Research and Innovation Office (M.P.), Knowledge Engineering and Discovery Research Institute (N.K.), Translation and Interpreting Department (I.C.), and Centre for Learing and Teaching (S.F.), Auckland University of Technology, Auckland, New Zealand; School of Psychology, University of Auckland, Auckland, New Zealand (S.B.-C.); Department of Neurology, University of Auckland, Auckland, New Zealand (P.A.B.); School of Public Health, University of Auckland, Auckland, New Zealand (B.A.); Department of Preventive and Social Medicine, Otago University, Dunedin, New Zealand (R.P.); Older People Care, Waitemata DHB, Auckland, New Zealand (Y.R.); Health Intelligence, Ministry of Health, Wellington, New Zealand (M.T.); Joinville Stroke Register, University of Joinville Region, Joinville, Brazil (N.C.); Hospital de Clinicas de Porto Alegre, Hospital Moinhos de Vento, Ministry of Health, Brazil (S.C.O.M.); Department of Neurology, Universidade Federal do Ceará, Sobral-Ceará, Brazil (L.E.T.A.F.); Stroke Foundation of Canada, Ottawa, Canada (P.L.); Department of Medicine and Health Policy, Management and Evaluation University of Toronto, Toronto, Canada (G.S.); Dijon Stroke Registry, EA4184, University Hospital and Medical School of Dijon, University of Burgundy, Dijon, France (M.G., Y.B.); Department of Neurology, Ruprecht Karl University Heidelberg, Heidelberg, Germany (W.H.); Janakpuri Super Speciality Hospital, New Delhi, India (M.M.M.); Department of Neurology, Christian Medical College, Ludhiana, Punjab, India (J.D.P.); Banarsidas Chandiwala Institute of Physiotherapy, Kalkaji, New Delhi, India (S.G.); All India Institute of Medical Sciences, New Delhi, India (V.P.); Stroke Foundation of Bengal, Kolkata, West Bengal, India (D.K.M

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June 2015

Geomagnetic storms can trigger stroke: evidence from 6 large population-based studies in Europe and Australasia.

Stroke 2014 Jun 22;45(6):1639-45. Epub 2014 Apr 22.

From the National Institute for Stroke and Applied Neurosciences (V.L.F., P.G.P., R.K.) and Knowledge Engineering and Discovery Research Institute (N.K.), Auckland University of Technology, Auckland, New Zealand; School of Psychology, The University of Auckland, Auckland, New Zealand (S.B.-C.); Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (D.A.B.) and University Department of Clinical Neurology (P.M.R.), University of Oxford, Oxford, United Kingdom; Neurological and Mental Health Division at the George Institute for Global Health, Royal Prince Alfred Hospital, University of Sydney, Sydney, Australia (C.S.A.); Department of Medicine, Southern Clinical School, Monash University Melbourne, Melbourne, Australia (A.G.T.); Department of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden (B.S.); Service de Neurologie, Centre Hospitalo-Universitaire, Dijon, France (M.G.); University Hospital and Faculty of Medicine of Dijon, EA 4183, University of Burgundy, Stroke Registry of Dijon (Inserm and Invs), Dijon, France (Y.B.); and Centre of Human Aerospace and Physiological Science, King's College London, London, United Kingdom (P.C.).

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June 2014

NeuCube: a spiking neural network architecture for mapping, learning and understanding of spatio-temporal brain data.

Authors:
Nikola K Kasabov

Neural Netw 2014 Apr 20;52:62-76. Epub 2014 Jan 20.

Knowledge Engineering and Discovery Research Institute, Auckland University of Technology, Private Bag 92006, Auckland 1010, New Zealand. Electronic address:

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April 2014

Dynamic evolving spiking neural networks for on-line spatio- and spectro-temporal pattern recognition.

Neural Netw 2013 May 20;41:188-201. Epub 2012 Dec 20.

Knowledge Engineering & Discovery Research Institute (KEDRI), Auckland University of Technology, New Zealand.

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May 2013

Span: spike pattern association neuron for learning spatio-temporal spike patterns.

Int J Neural Syst 2012 Aug 12;22(4):1250012. Epub 2012 Jul 12.

Knowledge Engineering and Discovery Research Institute, Auckland University of Technology, New Zealand.

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August 2012

LDA merging and splitting with applications to multiagent cooperative learning and system alteration.

IEEE Trans Syst Man Cybern B Cybern 2012 Apr 24;42(2):552-64. Epub 2011 Oct 24.

Unitec Institute of Technology, Auckland 1142, New Zealand.

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April 2012

[Narrow band multi-region level set method for remote sensing image].

Guang Pu Xue Yu Guang Pu Fen Xi 2011 Nov;31(11):3001-5

Institute of Image Processing and Pattern Recognition, Shanghai Jiaotong University, Shanghai 200240, China.

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November 2011

Knowledge extraction from evolving spiking neural networks with rank order population coding.

Int J Neural Syst 2010 Dec;20(6):437-45

School of Electrical Engineering, Manukau Institute of Technology, Auckland, New Zealand.

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December 2010

On the probabilistic optimization of spiking neural networks.

Int J Neural Syst 2010 Dec;20(6):481-500

Knowledge Engineering and Discovery Research Institute, Auckland University of Technology, New Zealand.

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December 2010

Evolving spiking neural networks for audiovisual information processing.

Neural Netw 2010 Sep 5;23(7):819-35. Epub 2010 May 5.

Knowledge Engineering and Discovery Research Institute, Auckland University of Technology, 1051 Auckland, New Zealand.

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September 2010

To spike or not to spike: a probabilistic spiking neuron model.

Authors:
Nikola Kasabov

Neural Netw 2010 Jan 6;23(1):16-9. Epub 2009 Sep 6.

Knowledge Engineering and Discovery Research Institute, KEDRI, Auckland University of Technology, Auckland, New Zealand.

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January 2010

Integrated feature and parameter optimization for an evolving spiking neural network: exploring heterogeneous probabilistic models.

Neural Netw 2009 Jul-Aug;22(5-6):623-32. Epub 2009 Jul 2.

Knowledge Engineering and Discovery Research Institute, Auckland University of Technology, New Zealand.

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November 2009

An altered pattern of circulating apolipoprotein E3 isoforms is implicated in preeclampsia.

J Lipid Res 2009 Jan 25;50(1):71-80. Epub 2008 Aug 25.

School of Biological Sciences, The University of Auckland, Auckland, New Zealand.

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January 2009

Modeling brain dynamics using computational neurogenetic approach.

Cogn Neurodyn 2008 Dec 16;2(4):319-34. Epub 2008 Sep 16.

Department of Computer Science, University of Otago, 90 Union Place East, Dunedin, 9016, New Zealand,

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December 2008

Integrating evolving brain-gene ontology and connectionist-based system for modeling and knowledge discovery.

Neural Netw 2008 Mar-Apr;21(2-3):266-75. Epub 2007 Dec 31.

Knowledge Engineering & Discovery Research Institute (KEDRI), Auckland University of Technology (AUT), 581-585 Great South Road, Penrose, 1135 Auckland, New Zealand.

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July 2008

Incremental learning of chunk data for online pattern classification systems.

IEEE Trans Neural Netw 2008 Jun;19(6):1061-74

Graduate School of Engineering, Kobe University, Nada-ku, Kobe 657-8501, Japan.

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June 2008

TWNFI--a transductive neuro-fuzzy inference system with weighted data normalization for personalized modeling.

Neural Netw 2006 Dec 10;19(10):1591-6. Epub 2006 Jul 10.

Knowledge Engineering & Discovery Research Institute, Auckland University of Technology, Private Bag 92006, Auckland 1020, New Zealand.

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December 2006

Computational neurogenetic modelling: a pathway to new discoveries in genetic neuroscience.

Int J Neural Syst 2006 Jun;16(3):215-26

Knowledge Engineering & Discovery Research Institute, Auckland University of Technology, Ronald Trotter Building, 581-585 Great South Road, Penrose, Auckland, New Zealand.

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June 2006

Integrating regression formulas and kernel functions into locally adaptive knowledge-based neural networks: a case study on renal function evaluation.

Artif Intell Med 2006 Mar 6;36(3):235-44. Epub 2005 Oct 6.

Knowledge Engineering & Discovery Research Institute, Auckland University of Technology, Private Bag 92006, Auckland 1020, New Zealand.

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March 2006

Incremental learning of feature space and classifier for face recognition.

Neural Netw 2005 Jun-Jul;18(5-6):575-84

Graduate School of Science and Technology, Kobe University, Kobe 657-8501, Japan.

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November 2005

Incremental linear discriminant analysis for classification of data streams.

IEEE Trans Syst Man Cybern B Cybern 2005 Oct;35(5):905-14

Knowledge Engineering and Discovery Research Institute, Auckland University of Technology, New Zealand.

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October 2005

An integrated feature selection and classification method to select minimum number of variables on the case study of gene expression data.

J Bioinform Comput Biol 2005 Oct;3(5):1107-36

Knowledge Engineering and Discovery Research Institute, Auckland University of Technology, New Zealand.

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October 2005

Prediction of clinical behaviour and treatment for cancers.

Appl Bioinformatics 2003 ;2(3 Suppl):S53-8

Departments of Information Science and Biochemistry, University of Otago, Dunedin, New Zealand.

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June 2004

Evolving connectionist systems for knowledge discovery from gene expression data of cancer tissue.

Artif Intell Med 2003 Jun;28(2):165-89

Department of Information Science, University of Otago, P.O. Box 56, Dunedin, New Zealand.

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June 2003