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
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
The wavelet tutorial
R Polikar
Learning in nonstationary environments: A survey
G Ditzler, M Roveri, C Alippi, R Polikar
IEEE Computational Intelligence Magazine 10 (4), 12-25, 2015
Ensemble learning
R Polikar
Ensemble machine learning, 1-34, 2012
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
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
Learning from streaming data with concept drift and imbalance: an overview
TR Hoens, R Polikar, NV Chawla
Progress in Artificial Intelligence 1 (1), 89-101, 2012
Bootstrap-inspired techniques in computation intelligence
R Polikar
IEEE signal processing magazine 24 (4), 59-72, 2007
Multiple Classifier Systems: First International Workshop, MCS 2000 Cagliari, Italy, June 21-23, 2000 Proceedings
J Kittler, F Roli
Springer, 2003
The story of wavelets
R Polikar
Physics and modern topics in mechanical and electrical engineering, 192-197, 1999
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
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
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
The engineer's ultimate guide to wavelet analysis-the wavelet tutorial
R Polikar
available at http://www. public. iastate. edu/~ rpolikar/WAVELETS/WTtutorial …, 1996
Metagenome Fragment Classification Using 𝑁-Mer Frequency Profiles
G Rosen, E Garbarine, D Caseiro, R Polikar, B Sokhansanj
Advances in bioinformatics 2008, 2008
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
The engineer’s ultimate guide to wavelet analysis
R Polikar
Rowan University, College of Engineering, retrieved in, 2006
Comparative multiresolution wavelet analysis of ERP spectral bands using an ensemble of classifiers approach for early diagnosis of Alzheimer's disease
R Polikar, A Topalis, D Green, J Kounios, CM Clark
Computers in Biology and Medicine 37 (4), 542-558, 2007
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