Publications by authors named "Gregory Ditzler"

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DeScoD-ECG: Deep Score-Based Diffusion Model for ECG Baseline Wander and Noise Removal.
Huayu Li, Gregory Ditzler, Janet Roveda, Ao Li

IEEE J Biomed Health Inform· September 2024

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Knowledge distillation under ideal joint classifier assumption.
Huayu Li, Xiwen Chen, Gregory Ditzler, Janet Roveda, Ao Li

Neural Netw· May 2024

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Ovarian cancer detection using optical coherence tomography and convolutional neural networks.
David Schwartz, Travis W Sawyer, Noah Thurston, Jennifer Barton, Gregory Ditzler

Neural Comput Appl· January 2022

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Approximate kernel reconstruction for time-varying networks.
Gregory Ditzler, Nidhal Bouaynaya, Roman Shterenberg, Hassan M Fathallah-Shaykh

BioData Min· February 2019

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The impact of encoding-decoding schemes and weight normalization in spiking neural networks.
Zhengzhong Liang, David Schwartz, Gregory Ditzler, O Ozan Koyluoglu

Neural Netw· December 2018

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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, Gregory Ditzler

IEEE Trans Neural Netw Learn Syst· June 2018

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Fizzy: feature subset selection for metagenomics.
Gregory Ditzler, J Calvin Morrison, Yemin Lan, Gail L Rosen

BMC Bioinformatics· November 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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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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