Amir Abolfazli

About Me

I'm a PhD student at the Faculty of Electrical Engineering and Computer Science, Leibniz University Hannover, under the supervision of Prof. Eirini Ntoutsi.
My research interests are in Adaptive Machine Learning and Data Stream Mining.

  • AddressAppelstrasse 4, 30167 Hannover
  • e-mailabolfazli[at]l3s.de
  • Phone+49 511 762 17718

Publications

Authors Title Journal/Proceedings Year Link
Amir Abolfazli, Andre Brechmann, Susann Wolff, and Myra Spiliopoulou Machine learning identifies the dynamics and influencing factors in an auditory category learning experiment Nature - Scientific Reports 2020

Research Interests

Adaptive Machine Learning
Data Stream Mining
Ensemble Learning

Publications


Experience

Teaching Assistant

Data Mining Lab - SS20
Data Mining 2 - WS19/20
Data Mining Lab - WS19/20
Seminar: Data Mining - SS19


Education

Ph.D. in Adaptive Machine Learning

April 2019 - Present Leibniz University Hannover & L3S Research Center | Hannover

Supervisor: Prof. Eirini Ntoutsi

M.Sc. in Data Science

2015 - 2018 Otto von Guericke University Magdeburg | Magdeburg Supervisors: Prof. Myra Spiliopoulou & Dr. Andre Brechmann

Selected Graduate Courses

Machine Learning
Data Mining
Data Mining in Changing Environments
Intelligent Data Analysis
Recommender Systems
Multimedia Retrieval
Swarm Intelligence


Coding Skills

Programming Languages

Python, C++, JavaScript

Python Libraries

NumPy, SciPy, Pandas, scikit-learn, scikit-multiflow
HyperOpt, PyTorch
Matplotlib, Seaborn, PyQtGraph, Bokeh

Data Mining Group   |   L3S Research Center