Robi Polikar

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Gregory DitzlerEpiSys Science, Inc.Dirección de correo verificada de episci.com
Gail RosenProfessor of ECE, Drexel UniversityDirección de correo verificada de ece.drexel.edu
John KouniosProfessor of Psychological and Brain Sciences, Drexel UniversityDirección de correo verificada de drexel.edu
Vasant G HonavarDorothy Foehr Huck and J. Lloyd Huck Chair in Biomedical Data Sciences and Artificial IntelligenceDirección de correo verificada de psu.edu
Devi ParikhPreviously: FAIR and GenAI @ Meta. Georgia TechDirección de correo verificada de gatech.edu
Nidhal Carla BouaynayaRowan UniversityDirección de correo verificada de rowan.edu
Nitesh V Chawla, Fellow: ACM, IEEE,...Frank Freimann Professor of CSE.,Director, Lucy Family Institute for Data & Soc, Univ. of Notre DameDirección de correo verificada de nd.edu
Manuel RoveriPolitecnico di Milano, ItalyDirección de correo verificada de elet.polimi.it
Christopher FredericksonChief Technology Officer at InsituwareDirección de correo verificada de ieee.org
Josef KittlerUniversity of SurreyDirección de correo verificada de surrey.ac.uk
Bill TriggsLaboratoire Jean KuntzmannDirección de correo verificada de imag.fr
Gavin BrownProfessor of Machine Learning, Dept of Computer Science, University of ManchesterDirección de correo verificada de manchester.ac.uk
Ludmila KunchevaProfessor of Computer Science, Bangor University, UKDirección de correo verificada de bangor.ac.uk
Jacob A. RussellProfessor, Department of Biology, Drexel UniversityDirección de correo verificada de drexel.edu
Li-San WangUniversity of PennsylvaniaDirección de correo verificada de upenn.edu

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Robi Polikar

Professor of Electrical and Computer Engineering, Rowan University, Glassboro, NJ, USA

Dirección de correo verificada de rowan.edu - Página principal

machine learning adversarial machine learning incremental continual and lifelong learning concept drift biomedical signal pr


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Ensemble based systems in decision making R Polikar IEEE Circuits and systems magazine 6 (3), 21-45, 2006	3751	2006
Ensemble learning R Polikar Ensemble machine learning: Methods and applications, 1-34, 2012	1309	2012
Learn++: An incremental learning algorithm for supervised neural networks R Polikar, L Upda, SS Upda, V Honavar IEEE transactions on systems, man, and cybernetics, part C (applications and …, 2001	1208	2001
Incremental learning of concept drift in nonstationary environments R Elwell, R Polikar IEEE transactions on neural networks 22 (10), 1517-1531, 2011	1098	2011
Learning in nonstationary environments: A survey G Ditzler, M Roveri, C Alippi, R Polikar IEEE Computational Intelligence Magazine 10 (4), 12-25, 2015	902	2015
The wavelet tutorial R Polikar	835	1996
Incremental learning of concept drift from streaming imbalanced data G Ditzler, R Polikar IEEE transactions on knowledge and data engineering 25 (10), 2283-2301, 2012	431	2012
Learning from streaming data with concept drift and imbalance: an overview TR Hoens, R Polikar, NV Chawla Progress in Artificial Intelligence 1, 89-101, 2012	393	2012
Learn.NC: Combining Ensemble of Classifiers With Dynamically Weighted Consult-and-Vote for Efficient Incremental Learning of New Classes MD Muhlbaier, A Topalis, R Polikar IEEE transactions on neural networks 20 (1), 152-168, 2008	278	2008
The story of wavelets R Polikar Physics and modern topics in mechanical and electrical engineering, 192-197, 1999	215	1999
COMPOSE: A Semisupervised Learning Framework for Initially Labeled Nonstationary Streaming Data KB Dyer, R Capo, R Polikar IEEE Transactions on Neural Networks and Learning Systems 25 (1), 12-26, 2014	200	2014
Bootstrap-inspired techniques in computation intelligence R Polikar IEEE signal processing magazine 24 (4), 59-72, 2007	187	2007
Hellinger distance based drift detection for nonstationary environments G Ditzler, R Polikar 2011 IEEE symposium on computational intelligence in dynamic and uncertain …, 2011	177	2011
Machine learning in transportation data analytics P Bhavsar, I Safro, N Bouaynaya, R Polikar, D Dera Data analytics for intelligent transportation systems, 283-307, 2017	170	2017
An ensemble-based incremental learning approach to data fusion D Parikh, R Polikar IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 37 …, 2007	158	2007
Metagenome fragment classification using N-mer frequency profiles G Rosen, E Garbarine, D Caseiro, R Polikar, B Sokhansanj Advances in bioinformatics 2008, 2008	139	2008
Frequency invariant classification of ultrasonic weld inspection signals R Polikar, L Udpa, SS Udpa, T Taylor IEEE transactions on ultrasonics, ferroelectrics, and frequency control 45 …, 1998	137	1998
The engineer's ultimate guide to wavelet analysis-the wavelet tutorial R Polikar available at http://www. public. iastate. edu/~ rpolikar/WAVELETS/WTtutorial …, 1996	131	1996
An architecture for intelligent systems based on smart sensors J Schmalzel, F Figueroa, J Morris, S Mandayam, R Polikar IEEE Transactions on Instrumentation and Measurement 54 (4), 1612-1616, 2005	111	2005
Analysis of complexity based EEG features for the diagnosis of Alzheimer's disease T Staudinger, R Polikar 2011 Annual International Conference of the IEEE Engineering in Medicine and …, 2011	110	2011

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