Alexander Nikolaev
PhD
Research Topics
Operations research; decision-making under uncertainty; machine learning; social network analysis; causal inference; e-health; e-learning.
Courses
University at Buffalo, Industrial and Systems Engineering
- IE 411—Social Network Behavior Models (Fall 2022, Fall 2021, Fall 2020)
- IE 477—Simulation Modeling & Analysis (Fall 2025, Fall 2024, Fall 2023, Fall 2022)
- IE 511—Social Network Behavior Models (Fall 2025, Spring 2025, Fall 2024, Spring 2024, Fall 2022, Fall 2021, Fall 2020)
- IE 551—Simulation & Stochastic Methods (Summer 2025, Spring 2025, Summer 2024, Spring 2024, Summer 2023, Spring 2023, Summer 2022, Spring 2022, Summer 2021, Spring 2021, Summer 2020)
- IE 575—Stochastic Methods (Summer 2022, Summer 2021, Summer 2020)
University of Jyväskylä, Finland
IS1, Social Network Behavior Analysis (Jyväskylä Summer School, August 2014)
IS1, Social Media Analytics (Jyväskylä Summer School, August 2016)
ITMO University, Russia
Natural Language Processing and Linked Data (Intensive Social Media Weeks, May 2015)
Northwestern University, Industrial Engineering and Management Sciences (2009 – 2010)
IEMS 415, Simulation
IEMS 372, Introduction to Probability Theory and Statistics
IEMS 310, Introduction to Operations Research
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