Robi Polikar - Publications, H-index & Citations

Robi Polikar

Rowan University

39H指数

225论文数

1.1W被引数

收录论文 22

发表时间

Adversary Aware Continual Learning

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Umer, Muhammad; Polikar, Robi

Extensions to Online Feature Selection Using Bagging and Boosting

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2018-09-01

OAAI

Ditzler, Gregory; LaBarck, Joseph; Ritchie, James; Rosen, Gail; Polikar, Robi

Sequential Learning Approach for Scaling Up Filter-Based Feature Subset Selection

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2018-06-01

OAAI

Ditzler, Gregory; Polikar, Robi; Rosen, Gail

Learning in Nonstationary Environments: A Survey

IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE

IF11.2

2015-11-01

569

OAAI

Ditzler, Gregory; Roveri, Manuel; Alippi, Cesare; Polikar, Robi

Multi-Layer and Recursive Neural Networks for Metagenomic Classification 用于宏基因组分类的多层和递归神经网络

IEEE TRANSACTIONS ON NANOBIOSCIENCE

IF4.4

2015-09-01

OAAI

Ditzler, Gregory; Polikar, Robi; Rosen, Gail

A Bootstrap Based Neyman-Pearson Test for Identifying Variable Importance

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2015-04-01

OAAI

Ditzler, Gregory; Polikar, Robi; Rosen, Gail

COMPOSE: A Semisupervised Learning Framework for Initially Labeled Nonstationary Streaming Data

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2014-01-01

123

OAAI

Dyer, Karl B.; Capo, Robert; Polikar, Robi

Vertical Integration of Biometrics Across the Curriculum: Case Study of Speaker, Face and Iris Recognition

IEEE CIRCUITS AND SYSTEMS MAGAZINE

IF3.5

2014-01-01

PREAI

Ramachandran, Ravi P.; Dahm, Kevin D.; Nickel, Robert M.; Kozick, Richard J.; Shetty, Sachin S.; Hong, Liang; Chin, Steven H.; Polikar, Robi; Tang, Ying

Learning in Nonstationary and Evolving Environments

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2014-01-01

PREAI

Polikar, Robi; Alippi, Cesare

Incremental Learning of Concept Drift from Streaming Imbalanced Data 来自流不平衡数据的概念漂移的增量学习

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2013-10-01

307

PREAI

Ditzler, Gregory; Polikar, Robi

Hemodynamic Response to Repeated Noxious Cold Pressor Tests Measured by Functional Near Infrared Spectroscopy on Forehead

ANNALS OF BIOMEDICAL ENGINEERING

IF5.4

2012-09-07

PREAI

Barati, Zeinab; Shewokis, Patricia A.; Izzetoglu, Meltem; Polikar, Robi; Mychaskiw, George; Pourrezaei, Kambiz

Learn++.MF: A random subspace approach for the missing feature problem

PATTERN RECOGNITION

IF7.6

2010-11-01

PREAI

Polikar, Robi; DePasquale, Joseph; Mohammed, Hussein Syed; Brown, Gavin; Kuncheva, Ludmilla I.

Model comparison for automatic characterization and classification of average ERPs using visual oddball paradigm

CLINICAL NEUROPHYSIOLOGY

IF3.6

2009-02-01

PREAI

Merzagora, A. C.; Butti, M.; Polikar, R.; Izzetoglu, M.; Bunce, S.; Cerutti, S.; Bianchi, A. M.; Onaral, B.

An ensemble based data fusion approach for early diagnosis of Alzheimer's disease

INFORMATION FUSION

IF15.5

2008-01-01

PREAI

Polikar, Robi; Topalis, Apostolos; Parikh, Devi; Green, Deborah; Frymiare, Jennifer; Kounios, John; Clark, Christopher M.

Bootstrap-inspired techniques in computational intelligence

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2007-07-01

100

PREAI

Polikar, Robi

Comparative multiresolution wavelet analysis of ERP spectral bands using an ensemble of classifiers approach for early diagnosis of Alzheimer's disease

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2007-04-01

OAAI

Polikar, Robi; Topalis, Apostolos; Green, Deborah; Kounios, John; Clark, Christopher M.

A combined pattern separability and two-tiered classification approach for identification of binary mixtures of VOCs

SENSORS AND ACTUATORS B-CHEMICAL

IF7.7

2006-07-01

PREAI

Polikar, Robi; Jahan, Kauser; Healy, Bryan

An architecture for intelligent systems based on smart sensors

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

IF5.9

2005-08-01

PREAI

Schmalzel, J; Figueroa, F; Morris, J; Mandayam, S; Polikar, R

An incremental learning algorithm with confidence estimation for automated identification of NDE signals

IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL

IF3.7

2004-08-01

PREAI

Polikar, R; Udpa, L; Udpa, S; Honavar, V

A generalized likelihood ratio technique for automated analysis of bobbin coil eddy current data

NDT & E INTERNATIONAL

IF4.5

2002-07-01

PREAI

Das, M; Shekhar, H; Liu, X; Polikar, R; Ramuhalli, P; Udpa, L; Udpa, S

研究方向