Robi Polikar

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Gregory DitzlerRowan UniversityVerified email at rowan.edu
Gail RosenProfessor of ECE, Drexel UniversityVerified email at ece.drexel.edu
John KouniosProfessor of Psychological and Brain Sciences, Drexel UniversityVerified email at drexel.edu
Vasant G HonavarDorothy Foehr Huck and J. Lloyd Huck Chair in Biomedical Data Sciences and Artificial IntelligenceVerified email at psu.edu
Devi ParikhGeorgia Tech, Facebook AI ResearchVerified email at gatech.edu
Nidhal Carla BouaynayaRowan UniversityVerified email at rowan.edu
Nitesh V Chawla, Fellow ACM, IEEEFrank Freimann Professor of CSE.,Director, Lucy Family Institute for Data & Soc, Univ. of Notre DameVerified email at nd.edu
Manuel RoveriPolitecnico di Milano, ItalyVerified email at elet.polimi.it
Christopher FredericksonChief Technology Officer at InsituwareVerified email at ieee.org
Josef KittlerUniversity of SurreyVerified email at surrey.ac.uk
Bill TriggsLaboratoire Jean KuntzmannVerified email at imag.fr
Gavin BrownProfessor of Machine Learning, Dept of Computer Science, University of ManchesterVerified email at manchester.ac.uk
Ludmila KunchevaProfessor of Computer Science, Bangor University, UKVerified email at bangor.ac.uk
Jacob A. RussellProfessor, Department of Biology, Drexel UniversityVerified email at drexel.edu
Li-San WangUniversity of PennsylvaniaVerified email at upenn.edu

Robi Polikar

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

Verified email at rowan.edu - Homepage

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


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Ensemble based systems in decision making R Polikar IEEE Circuits and systems magazine 6 (3), 21-45, 2006	3425	2006
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	1139	2001
Ensemble learning R Polikar Ensemble machine learning: Methods and applications, 1-34, 2012	1028	2012
Incremental learning of concept drift in nonstationary environments R Elwell, R Polikar IEEE Transactions on Neural Networks 22 (10), 1517-1531, 2011	974	2011
The wavelet tutorial R Polikar	801	1996
Learning in nonstationary environments: A survey G Ditzler, M Roveri, C Alippi, R Polikar IEEE Computational Intelligence Magazine 10 (4), 12-25, 2015	765	2015
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	383	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	335	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	268	2008
The story of wavelets R Polikar Physics and modern topics in mechanical and electrical engineering, 192-197, 1999	200	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	185	2014
Bootstrap-inspired techniques in computation intelligence R Polikar IEEE signal processing magazine 24 (4), 59-72, 2007	184	2007
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	149	2007
Hellinger distance based drift detection for nonstationary environments G Ditzler, R Polikar 2011 IEEE symposium on computational intelligence in dynamic and uncertain …, 2011	139	2011
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	135	1998
Metagenome Fragment Classification Using 𝑁-Mer Frequency Profiles G Rosen, E Garbarine, D Caseiro, R Polikar, B Sokhansanj Advances in bioinformatics 2008, 2008	132	2008
The engineer's ultimate guide to wavelet analysis-the wavelet tutorial R Polikar available at http://www. public. iastate. edu/~ rpolikar/WAVELETS/WTtutorial …, 1996	128	1996
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	124	2017
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	106	2005
The engineer’s ultimate guide to wavelet analysis R Polikar Rowan University, College of Engineering, retrieved in, 2006	102	2006

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