Publications by authors named "Robi Polikar"

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iSeqSearch: incremental protein search for iBlast/iMMSeqs2/iDiamond.
Hyunwoo Yoo, Mohammadsaleh Refahi, Robi Polikar, Bahrad A Sokhansanj, James R Brown

PeerJ· May 2025

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The Naïve Bayes classifier++ for metagenomic taxonomic classification-query evaluation.
Haozhe Neil Duan, Gavin Hearne, Robi Polikar, Gail L Rosen

Bioinformatics· December 2024

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Complet+: a computationally scalable method to improve completeness of large-scale protein sequence clustering.
Rachel Nguyen, Bahrad A Sokhansanj, Robi Polikar, Gail L Rosen

PeerJ· February 2023

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Machine Learning Analysis of Digital Clock Drawing Test Performance for Differential Classification of Mild Cognitive Impairment Subtypes Versus Alzheimer's Disease.
Russell Binaco, Nicholas Calzaretto, Jacob Epifano, Sean McGuire, Muhammad Umer, Robi Polikar

J Int Neuropsychol Soc· August 2020

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Extensions to Online Feature Selection Using Bagging and Boosting.
Gregory Ditzler, Joseph LaBarck, James Ritchie, Gail Rosen, Robi Polikar

IEEE Trans Neural Netw Learn Syst· September 2018

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A Sequential Learning Approach for Scaling Up Filter-Based Feature Subset Selection.
Gregory Ditzler, Robi Polikar, Gail Rosen, Gregory Ditzler, Robi Polikar, Robi Polikar

IEEE Trans Neural Netw Learn Syst· June 2018

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P50: A candidate ERP biomarker of prodromal Alzheimer's disease.
Deborah L Green, Lisa Payne, Robi Polikar, Paul J Moberg, David A Wolk

Brain Res· October 2015

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Multi-Layer and Recursive Neural Networks for Metagenomic Classification.
Gregory Ditzler, Robi Polikar, Gail Rosen

IEEE Trans Nanobioscience· September 2015

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Identifying amyloid pathology-related cerebrospinal fluid biomarkers for Alzheimer's disease in a multicohort study.
Yuk Yee Leung, Jon B Toledo, Alexey Nefedov, Robi Polikar, Nandini Raghavan

Alzheimers Dement (Amst)· September 2015

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A bootstrap based Neyman-Pearson test for identifying variable importance.
Gregory Ditzler, Robi Polikar, Gail Rosen

IEEE Trans Neural Netw Learn Syst· April 2015

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Guest editorial. Learning in nonstationary and evolving environments.
Robi Polikar, Cesare Alippi

IEEE Trans Neural Netw Learn Syst· January 2014

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COMPOSE: A semisupervised learning framework for initially labeled nonstationary streaming data.
Karl B Dyer, Robert Capo, Robi Polikar

IEEE Trans Neural Netw Learn Syst· January 2014

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Hemodynamic response to repeated noxious cold pressor tests measured by functional near infrared spectroscopy on forehead.
Zeinab Barati, Patricia A Shewokis, Meltem Izzetoglu, Robi Polikar, George Mychaskiw

Ann Biomed Eng· February 2013

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Ordering samples along environmental gradients using particle swarm optimization.
Steven Essinger, Robi Polikar, Gail Rosen

Annu Int Conf IEEE Eng Med Biol Soc· July 2012

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Analysis of complexity based EEG features for the diagnosis of Alzheimer's disease.
Tyler Staudinger, Robi Polikar

Annu Int Conf IEEE Eng Med Biol Soc· June 2012

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Incremental learning of concept drift in nonstationary environments.
Ryan Elwell, Robi Polikar

IEEE Trans Neural Netw· October 2011

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Discovering the unknown: improving detection of novel species and genera from short reads.
Gail L Rosen, Robi Polikar, Diamantino A Caseiro, Steven D Essinger, Bahrad A Sokhansanj

J Biomed Biotechnol· August 2011

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Metagenome fragment classification using N-mer frequency profiles.
Gail Rosen, Elaine Garbarine, Diamantino Caseiro, Robi Polikar, Bahrad Sokhansanj

Adv Bioinformatics· July 2011

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Information-theoretic approaches to SVM feature selection for metagenome read classification.
Elaine Garbarine, Joseph DePasquale, Vinay Gadia, Robi Polikar, Gail Rosen

Comput Biol Chem· June 2011

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Multimodal EEG, MRI and PET data fusion for Alzheimer's disease diagnosis.
Robi Polikar, Christopher Tilley, Brendan Hillis, Chris M Clark

Annu Int Conf IEEE Eng Med Biol Soc· March 2011

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ERP based decision fusion for AD diagnosis across cohorts.
Metin Ahiskali, Deborah Green, John Kounios, Christopher M Clark, Robi Polikar

Annu Int Conf IEEE Eng Med Biol Soc· March 2010

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Signal processing for metagenomics: extracting information from the soup.
Gail L Rosen, Bahrad A Sokhansanj, Robi Polikar, Mary Ann Bruns, Jacob Russell

Curr Genomics· November 2009

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EEG and MRI data fusion for early diagnosis of Alzheimer's disease.
Tejash Patel, Robi Polikar, Christos Davatzikos, Christopher M Clark

Annu Int Conf IEEE Eng Med Biol Soc· May 2009

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Learn ++.NC: combining ensemble of classifiers with dynamically weighted consult-and-vote for efficient incremental learning of new classes.
Michael D Muhlbaier, Apostolos Topalis, Robi Polikar

IEEE Trans Neural Netw· January 2009

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Local classifier weighting by quadratic programming.
Hakan Cevikalp, Robi Polikar

IEEE Trans Neural Netw· October 2008

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