Robi Polikar
Robi Polikar
Professor of Electrical and Computer Engineering, Rowan University, Glassboro, NJ, USA
Verified email at - Homepage
Cited by
Cited by
Ensemble based systems in decision making
R Polikar
IEEE Circuits and systems magazine 6 (3), 21-45, 2006
Ensemble learning
R Polikar
Ensemble machine learning: Methods and applications, 1-34, 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
Incremental learning of concept drift in nonstationary environments
R Elwell, R Polikar
IEEE transactions on neural networks 22 (10), 1517-1531, 2011
Learning in nonstationary environments: A survey
G Ditzler, M Roveri, C Alippi, R Polikar
IEEE Computational Intelligence Magazine 10 (4), 12-25, 2015
The wavelet tutorial
R Polikar
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
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
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
The story of wavelets
R Polikar
Physics and modern topics in mechanical and electrical engineering, 192-197, 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
Bootstrap-inspired techniques in computation intelligence
R Polikar
IEEE signal processing magazine 24 (4), 59-72, 2007
Hellinger distance based drift detection for nonstationary environments
G Ditzler, R Polikar
2011 IEEE symposium on computational intelligence in dynamic and uncertain …, 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
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
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
Metagenome fragment classification using N-mer frequency profiles
G Rosen, E Garbarine, D Caseiro, R Polikar, B Sokhansanj
Advances in bioinformatics 2008, 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
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
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
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