| Ensemble based systems in decision making R Polikar IEEE Circuits and systems magazine 6 (3), 21-45, 2006 | 2608 | 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 | 910 | 2001 |
| Incremental learning of concept drift in nonstationary environments R Elwell, R Polikar IEEE Transactions on Neural Networks 22 (10), 1517-1531, 2011 | 687 | 2011 |
| The wavelet tutorial R Polikar | 657 | 1996 |
| Ensemble learning R Polikar Ensemble machine learning, 1-34, 2012 | 430 | 2012 |
| Learning in nonstationary environments: A survey G Ditzler, M Roveri, C Alippi, R Polikar IEEE Computational Intelligence Magazine 10 (4), 12-25, 2015 | 429 | 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 | 274 | 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 | 241 | 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 | 221 | 2012 |
| The story of wavelets R Polikar Physics and modern topics in mechanical and electrical engineering, 192-197, 1999 | 171 | 1999 |
| Bootstrap-inspired techniques in computation intelligence R Polikar IEEE signal processing magazine 24 (4), 59-72, 2007 | 170 | 2007 |
| Multiple Classifier Systems: First International Workshop, MCS 2000 Cagliari, Italy, June 21-23, 2000 Proceedings J Kittler, F Roli Springer, 2003 | 169* | 2003 |
| 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 | 133 | 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 | 126 | 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 | 116 | 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 | 116 | 1996 |
| Metagenome Fragment Classification Using 𝑁-Mer Frequency Profiles G Rosen, E Garbarine, D Caseiro, R Polikar, B Sokhansanj Advances in bioinformatics 2008, 2008 | 109 | 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 | 98 | 2005 |
| The engineer’s ultimate guide to wavelet analysis R Polikar Rowan University, College of Engineering, retrieved in, 2006 | 96 | 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 | 83 | 2007 |
Gregory DitzlerThe University of ArizonaVerified email at email.arizona.edu
