Concepedia

Gregory Ditzler

GD

24

Publications

2K

Citations

17

H-Index

2010

Active since

Affiliations

Rowan University(Current)

University of Arizona

Drexel University

Signal Processing (United States)

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

Top concepts

EngineeringData ScienceData MiningComputer ScienceMachine LearningKnowledge DiscoveryPredictive AnalyticsPattern RecognitionArtificial IntelligenceStatistics

Publications per year

2010–2023

24

Publications

24

Learning in Nonstationary Environments: A Survey

Gregory Ditzler, Manuel Roveri, Cesare Alippi et al. · IEEE Computational Intelligence Magazine · 2015 · 760 citations · Full text

False Stationarity Assumption, Engineering, Education +18

Incremental Learning of Concept Drift from Streaming Imbalanced Data

Gregory Ditzler, Robi Polikar · IEEE Transactions on Knowledge and Data Engineering · 2012 · 399 citations

Artificial Intelligence, Incremental Learning, Engineering +17

Hellinger distance based drift detection for nonstationary environments

Gregory Ditzler, Robi Polikar · 2011 · 131 citations

Incremental Learning, Engineering, Machine Learning +17

Multi-Layer and Recursive Neural Networks for Metagenomic Classification

Gregory Ditzler, Robi Polikar, Gail Rosen · IEEE Transactions on NanoBioscience · 2015 · 107 citations

Convolutional Neural Network, Engineering, Machine Learning +16

DeScoD-ECG: Deep Score-Based Diffusion Model for ECG Baseline Wander and Noise Removal

Huayu Li, Gregory Ditzler, Janet Roveda et al. · IEEE Journal of Biomedical and Health Informatics · 2023 · 68 citations · Full text

Rows per page

1–5 of 24