Research
My main interest in research is in complex systems and data, and I am interested in finding different algorithms and methods that can help unravel more about the behavior of such systems.In this domain, I have applied Machine Learning algorithms, Natural Language Processing (NLP), Time Series Analysis, and Topological Data Analysis (TDA). I have also done research with business analytic, healthcare systems analysis, and social media analysis applications.
Research Papers
A novel simplicial complex representation of social media texts: The case of Twitter Gharemani, Y; Amiri, B Chaos, Solitons & Fractals (Q1, Impact factor: 7.08)
Research Experience
Graduate Researcher at Smart Network Systems Laboratory (SNS) Laboratory for data science of Iran University of Science and Technology