default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDGregory Ditzler
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
[j18]Huayu Li
, Xiwen Chen, Gregory Ditzler, Janet Roveda, Ao Li:
Knowledge distillation under ideal joint classifier assumption. Neural Networks 173: 106160 (2024)- [j17]Huayu Li, Gregory Ditzler, Janet Roveda, Ao Li:
DeScoD-ECG: Deep Score-Based Diffusion Model for ECG Baseline Wander and Noise Removal. IEEE J. Biomed. Health Informatics 28(9): 5081-5091 (2024) - 2023
- [j16]Samuel Hess, Gregory Ditzler:
ProtoShotXAI: Using Prototypical Few-Shot Architecture for Explainable AI. J. Mach. Learn. Res. 24: 325:1-325:49 (2023) - [c42]Nikolas Koutsoubis, Kyle Naddeo, Garrett Williams, George D. Lecakes, Gregory Ditzler, Nidhal C. Bouaynaya, Thomas Kiel:
Boosting Aerial Object Detection Performance via Virtual Reality Data and Multi-Object Training. IJCNN 2023: 1-8 - [i8]Huayu Li, Xiwen Chen, Gregory Ditzler, Ping Chang, Janet Roveda, Ao Li:
Knowledge Distillation Under Ideal Joint Classifier Assumption. CoRR abs/2304.11004 (2023) - [i7]Huayu Li, Gregory Ditzler:
PACOL: Poisoning Attacks Against Continual Learners. CoRR abs/2311.10919 (2023) - 2022
- [j15]David M. Schwartz, Travis W. Sawyer, Noah Thurston, Jennifer K. Barton, Gregory Ditzler:
Ovarian cancer detection using optical coherence tomography and convolutional neural networks. Neural Comput. Appl. 34(11): 8977-8987 (2022) - [c41]Manoj Gopale, Gregory Ditzler, Roman Lysecky, Janet Roveda:
Inter-Architecture Portability of Artificial Neural Networks and Side Channel Attacks. ACM Great Lakes Symposium on VLSI 2022: 117-121 - [c40]Huayu Li, Gregory Ditzler:
Targeted Data Poisoning Attacks Against Continual Learning Neural Networks. IJCNN 2022: 1-8 - [c39]David M. Schwartz, Gregory Ditzler:
On Reducing Adversarial Vulnerability with Data Dependent Stochastic Resonance. SSCI 2022: 1334-1341 - [i6]Huayu Li, Gregory Ditzler, Janet Roveda, Ao Li:
DeScoD-ECG: Deep Score-Based Diffusion Model for ECG Baseline Wander and Noise Removal. CoRR abs/2208.00542 (2022) - [i5]Andrew Wang, Wyatt Mayor, Ryan Smith, Gopal Nookula, Gregory Ditzler:
Shadows Aren't So Dangerous After All: A Fast and Robust Defense Against Shadow-Based Adversarial Attacks. CoRR abs/2208.09285 (2022) - [i4]Samuel Hess, Gregory Ditzler:
A Maximum Log-Likelihood Method for Imbalanced Few-Shot Learning Tasks. CoRR abs/2211.14668 (2022) - 2021
- [j14]Srishti Gupta, Roman Golota, Gregory Ditzler:
Attack Transferability Against Information-Theoretic Feature Selection. IEEE Access 9: 115885-115894 (2021) - [j13]Heng Liu, Gregory Ditzler:
Data poisoning against information-theoretic feature selection. Inf. Sci. 573: 396-411 (2021) - [c38]Alex Berian, Kory Staab, Gregory Ditzler, Tamal Bose, Ravi Tandon:
Adversarial Filters for Secure Modulation Classification. ACSCC 2021: 361-367 - [c37]Sicong Shao, Pratik Satam, Shalaka Satam, Khalid Al-Awady, Gregory Ditzler, Salim Hariri, Cihan Tunc:
Multi-Layer Mapping of Cyberspace for Intrusion Detection. AICCSA 2021: 1-8 - [c36]Samuel Hess, Gregory Ditzler:
OrderNet: Sorting High Dimensional Low Sample Data with Few-Shot Learning. IJCNN 2021: 1-8 - [c35]David M. Schwartz, Gregory Ditzler:
Bolstering Adversarial Robustness with Latent Disparity Regularization. IJCNN 2021: 1-8 - [c34]Wenhan Zhang, Marwan Krunz, Gregory Ditzler:
Intelligent Jamming of Deep Neural Network Based Signal Classification for Shared Spectrum. MILCOM 2021: 987-992 - [i3]Samuel Hess, Gregory Ditzler:
ProtoShotXAI: Using Prototypical Few-Shot Architecture for Explainable AI. CoRR abs/2110.11597 (2021) - 2020
- [j12]Jong-Hyun Jeong, Hongki Jo, Gregory Ditzler:
Convolutional neural networks for pavement roughness assessment using calibration-free vehicle dynamics. Comput. Aided Civ. Infrastructure Eng. 35(11): 1209-1229 (2020) - [c33]Heng Liu, Gregory Ditzler:
Detecting Adversarial Audio via Activation Quantization Error. IJCNN 2020: 1-7 - [c32]Kuo-Shiuan Peng, Gregory Ditzler, Jerzy W. Rozenblit:
A Light-Weight Monocular Depth Estimation with Edge-Guided Occlusion Fading Reduction. ISVC (2) 2020: 69-81 - [c31]Heng Liu, Gregory Ditzler:
Adversarial Audio Attacks that Evade Temporal Dependency. SSCI 2020: 639-646 - [i2]Alex Berian, Kory Staab, Noel Teku, Gregory Ditzler, Tamal Bose, Ravi Tandon:
Adversarial Filters for Secure Modulation Classification. CoRR abs/2008.06785 (2020)
2010 – 2019
- 2019
- [j11]Heng Liu, Gregory Ditzler:
A semi-parallel framework for greedy information-theoretic feature selection. Inf. Sci. 492: 13-28 (2019) - [j10]Gregory Ditzler, Sean Miller, Jerzy W. Rozenblit:
Learning what we don't care about: Anti-training with sacrificial functions. Inf. Sci. 496: 198-211 (2019) - [j9]Roozbeh Razavi-Far, Ehsan Hallaji, Mehrdad Saif, Gregory Ditzler:
A Novelty Detector and Extreme Verification Latency Model for Nonstationary Environments. IEEE Trans. Ind. Electron. 66(1): 561-570 (2019) - [c30]Heng Liu, Gregory Ditzler:
Data Poisoning Attacks against MRMR. ICASSP 2019: 2517-2521 - [c29]Tianchi Zhao, Ming Li, Gregory Ditzler:
Online Reconfigurable Antenna State Selection based on Thompson Sampling. ICNC 2019: 888-893 - [i1]Kuo-Shiuan Peng, Gregory Ditzler, Jerzy W. Rozenblit:
Edge-Guided Occlusion Fading Reduction for a Light-Weighted Self-Supervised Monocular Depth Estimation. CoRR abs/1911.11705 (2019) - 2018
- [j8]Zhengzhong Liang, David M. Schwartz, Gregory Ditzler, Onur Ozan Koyluoglu:
The impact of encoding-decoding schemes and weight normalization in spiking neural networks. Neural Networks 108: 365-378 (2018) - [j7]Gregory Ditzler, Nidhal Bouaynaya, Roman Shterenberg:
AKRON: An algorithm for approximating sparse kernel reconstruction. Signal Process. 144: 265-270 (2018) - [j6]Gregory Ditzler, Robi Polikar, Gail Rosen:
A Sequential Learning Approach for Scaling Up Filter-Based Feature Subset Selection. IEEE Trans. Neural Networks Learn. Syst. 29(6): 2530-2544 (2018) - [j5]Gregory Ditzler, Joseph LaBarck, James Ritchie, Gail Rosen, Robi Polikar:
Extensions to Online Feature Selection Using Bagging and Boosting. IEEE Trans. Neural Networks Learn. Syst. 29(9): 4504-4509 (2018) - [c28]Samuel Hess, Pratik Satam, Gregory Ditzler, Salim Hariri:
Malicious HTML File Prediction: A Detection and Classification Perspective with Noisy Data. AICCSA 2018: 1-7 - [c27]Jiashu Guo, Zhengzhong Liang, Gregory Ditzler, Nidhal C. Bouaynaya, Elizabeth Y. Scribner, Hassan M. Fathallah-Shaykh:
Nonlinear Brain Tumor Model Estimation with Long Short-Term Memory Neural Networks. IJCNN 2018: 1-8 - [c26]Zhengzhong Liang, Gregory Ditzler:
The Impact of an Adversary in a Language Model. SSCI 2018: 658-665 - 2017
- [c25]Victor Carluccio, Nidhal Bouaynaya, Gregory Ditzler, Hassan M. Fathallah-Shaykh:
The AKRON-Kalman filter for tracking time-varying networks. BHI 2017: 313-316 - [c24]Ehsan Esmaili, Ali Akoglu, Gregory Ditzler, Salim Hariri, Talal Moukabary, Jeno Szep:
Autonomic Management of 3D Cardiac Simulations. ICCAC 2017: 1-9 - [c23]Fabian De La Pena Montero, Salim Hariri, Gregory Ditzler:
A Self-Protection Agent Using Error Correcting Output Codes to Secure Computers and Applications. ICCAC 2017: 58-68 - [c22]Sara Makki, Rafiqul Haque, Yehia Taher, Zainab Assaghir, Gregory Ditzler, Mohand-Said Hacid, Hassan Zeineddine:
Fraud Data Analytics Tools and Techniques in Big Data Era. ICCAC 2017: 186-187 - [c21]Heng Liu, Gregory Ditzler:
A fast information-theoretic approximation of joint mutual information feature selection. IJCNN 2017: 4610-4617 - [c20]Sara Makki, Rafiqul Haque, Yehia Taher, Zainab Assaghir, Gregory Ditzler, Mohand-Said Hacid, Hassan Zeineddine:
Fraud Analysis Approaches in the Age of Big Data - A Review of State of the Art. FAS*W@SASO/ICCAC 2017: 243-250 - [c19]Gregory Ditzler, Salim Hariri, Ali Akoglu:
High Performance Machine Learning (HPML) Framework to Support DDDAS Decision Support Systems: Design Overview. FAS*W@SASO/ICCAC 2017: 360-362 - [c18]Gregory Ditzler, Ashley Prater:
Fine tuning lasso in an adversarial environment against gradient attacks. SSCI 2017: 1-7 - [c17]Heng Liu, Gregory Ditzler:
Speeding up joint mutual information feature selection with an optimization heuristic. SSCI 2017: 1-8 - 2016
- [c16]Gregory Ditzler:
A study of an incremental spectral meta-learner for nonstationary environments. IJCNN 2016: 38-44 - 2015
- [j4]Gregory Ditzler, J. Calvin Morrison, Yemin Lan, Gail Rosen:
Fizzy: feature subset selection for metagenomics. BMC Bioinform. 16: 358:1-358:8 (2015) - [j3]Gregory Ditzler, Manuel Roveri, Cesare Alippi, Robi Polikar:
Learning in Nonstationary Environments: A Survey. IEEE Comput. Intell. Mag. 10(4): 12-25 (2015) - [j2]Gregory Ditzler, Robi Polikar, Gail Rosen:
A Bootstrap Based Neyman-Pearson Test for Identifying Variable Importance. IEEE Trans. Neural Networks Learn. Syst. 26(4): 880-886 (2015) - 2014
- [c15]Gregory Ditzler, Gail L. Rosen:
Feature subset selection for inferring relative importance of taxonomy. BCB 2014: 673-679 - [c14]Gregory Ditzler, Matthew Austen, Gail L. Rosen, Robi Polikar:
Scaling a neyman-pearson subset selection approach via heuristics for mining massive data. CIDM 2014: 439-445 - [c13]Gregory Ditzler, Gail L. Rosen, Robi Polikar:
Domain adaptation bounds for multiple expert systems under concept drift. IJCNN 2014: 595-601 - 2013
- [j1]Gregory Ditzler, Robi Polikar:
Incremental Learning of Concept Drift from Streaming Imbalanced Data. IEEE Trans. Knowl. Data Eng. 25(10): 2283-2301 (2013) - [c12]Gregory Ditzler, Gail Rosen, Robi Polikar:
Discounted expert weighting for concept drift. CIDUE 2013: 61-67 - [c11]Gregory Ditzler, Gail Rosen, Robi Polikar:
Incremental learning of new classes from unbalanced data. IJCNN 2013: 1-8 - 2012
- [c10]Gregory Ditzler, Gail Rosen, Robi Polikar:
Information theoretic feature selection for high dimensional metagenomic data. GENSiPS 2012: 143-146 - [c9]Gregory Ditzler, Gail Rosen, Robi Polikar:
Forensic identification with environmental samples. ICASSP 2012: 1861-1864 - [c8]Gregory Ditzler, Gail L. Rosen, Robi Polikar:
Transductive learning algorithms for nonstationary environments. IJCNN 2012: 1-8 - 2011
- [c7]Gregory Ditzler, Robi Polikar:
Hellinger distance based drift detection for nonstationary environments. CIDUE 2011: 41-48 - [c6]Gregory Ditzler, Robi Polikar:
Semi-supervised learning in nonstationary environments. IJCNN 2011: 2741-2748 - 2010
- [c5]Gregory Ditzler, James Ethridge, Ravi Prakash Ramachandran, Robi Polikar:
Fusion methods for boosting performance of speaker identification systems. APCCAS 2010: 116-119 - [c4]James Ethridge, Gregory Ditzler, Robi Polikar:
Optimal nu-SVM parameter estimation using multi objective evolutionary algorithms. IEEE Congress on Evolutionary Computation 2010: 1-8 - [c3]Gregory Ditzler, Robi Polikar, Nitesh V. Chawla:
An Incremental Learning Algorithm for Non-stationary Environments and Class Imbalance. ICPR 2010: 2997-3000 - [c2]Gregory Ditzler, Robi Polikar:
An ensemble based incremental learning framework for concept drift and class imbalance. IJCNN 2010: 1-8 - [c1]Gregory Ditzler, Michael D. Muhlbaier, Robi Polikar:
Incremental Learning of New Classes in Unbalanced Datasets: Learn + + .UDNC. MCS 2010: 33-42
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-07 22:08 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
