Azim

Ahmadzadeh

Research Assistant Professor

Data Mining Lab

Department of Computer Science

Georgia State University

E-mail: aahmadzadeh1..[at]..gsu..[dot]..edu

Office: 25 Park Place, Suite 752, Atlanta, GA

EDUCATION

Ph.D., Computer Science, 2021, Georgia State University, USA

B.Sc., Computer Science, 2016, Warsaw University of Technology, Poland

A.Sc., Pure Mathematics, 2008, Guilan University, Iran

AREAS OF INTEREST:

CS: Machine Learning, Deep Learning, Image Processing, Time Series Analysis, Performance Verification, High Dimensional Data, Imbalanced Data, Spatiotemporal Data

Physics: Solar Flare Forecasting, Detection and Segmentation of Solar Events, Cost-Effective Evaluation Metrics for Forecast Models

RESEARCH TOPICS:

• Model Evaluation:

  • Evaluation of Salient-Object Detection with Fine Structures

  • Evaluation of Categorical and Probabilistic Classification

  • Robust Sampling of Rare Events

• Spatiotemporal Analysis:

  • Prediction of Space-Weather Events

  • Detection and Segmentation of Scientific Events

  • Task-Specific Feature Extraction and Optimization

• Multivariate Time Series Data:

  • Statistical Feature Extraction 

  • Time Series Clustering