Azim

Ahmadzadeh

Research Assistant Professor

Data Mining Lab

Department of Computer Science

Georgia State University


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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


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

Office: 25 Park Place, Suite 736, Atlanta, GA

[Semantic Scholar].[Google Scholar].[Research Gate].[Bitbucket].[LinkedIn]


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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