Gregory Ditzler - Concepedia

Author

Gregory Ditzler

Rowan University ORCID

Also Known As

, Ditzler, Gregory, Gregory Ditzler

Publications

2.3K

Citations

H-Index

Concepts

All Affiliations

Rowan University University of Arizona Drexel University Signal Processing (United States)

About

Gregory Ditzler is an author at Rowan University specializing in engineering, data science, and computer science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	15	17	1.8K
2	Management	3	3	82
3	Medicine	2	2	117
4	Education	1	1	760
5	Health Sciences	1	1	50

Gregory Ditzler

Publications

Citations

H-Index

Page 1

	Year	Citations
Learning in Nonstationary Environments: A Survey Gregory Ditzler, Manuel Roveri, Cesare Alippi, IEEE Computational Intelligence Magazine False Stationarity AssumptionEngineeringEducationStreaming DataData Stream	2015	760
Incremental Learning of Concept Drift from Streaming Imbalanced Data Gregory Ditzler, Robi Polikar IEEE Transactions on Knowledge and Data Engineering Artificial IntelligenceIncremental LearningEngineeringMachine LearningConcept Drift	2012	399
Hellinger distance based drift detection for nonstationary environments Gregory Ditzler, Robi Polikar Incremental LearningEngineeringMachine LearningShift DetectionDrift Detection Method	2011	131
Multi-Layer and Recursive Neural Networks for Metagenomic Classification Gregory Ditzler, Robi Polikar, Gail Rosen IEEE Transactions on NanoBioscience Convolutional Neural NetworkEngineeringMachine LearningMeta-learningAutoencoders	2015	107
DeScoD-ECG: Deep Score-Based Diffusion Model for ECG Baseline Wander and Noise Removal Huayu Li, Gregory Ditzler, Janet Roveda, IEEE Journal of Biomedical and Health Informatics	2023	68
Convolutional neural networks for pavement roughness assessment using calibration‐free vehicle dynamics Jong‐Hyun Jeong, Hongki Jo, Gregory Ditzler Computer-Aided Civil and Infrastructure Engineering	2020	63
Fizzy: feature subset selection for metagenomics Gregory Ditzler, J. Calvin Morrison, Yemin Lan, BMC Bioinformatics	2015	59
A Novelty Detector and Extreme Verification Latency Model for Nonstationary Environments Roozbeh Razavi‐Far, Ehsan Hallaji, Mehrdad Saif, IEEE Transactions on Industrial Electronics Fault DiagnosisAnomaly DetectionMachine LearningEngineeringDiagnosis	2018	55
Ovarian cancer detection using optical coherence tomography and convolutional neural networks David Schwartz, Travis W. Sawyer, Noah Thurston, Neural Computing and Applications EngineeringHealth SciencesMedical ImagingCancer DetectionBiomedical Imaging	2022	50
An Incremental Learning Algorithm for Non-stationary Environments and Class Imbalance Gregory Ditzler, Robi Polikar, Nitesh V. Chawla Artificial IntelligenceIncremental LearningEngineeringMachine LearningIntelligent Systems	2010	49

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