Sayanti Mukherjee

Employment

• Purdue University Graduate Research Assistant
  2013 - Present
• Purdue University Graduate Staff Assistant
  2013 - 2014
• Purdue University Graduate Staff Assistant - Statistical Data Analyst
  2012 - 2013
• Iowa State University Post Graduate Research Scholar
  2012 - 2012
• Iowa State University Graduate Research Assistant
  2011 - 2011

Education

• Purdue University Master of Science (M.S.) in Economics
  2015 - 2016
• Purdue University Doctor of Philosophy (Ph.D.) in Civil Engineering
  2012 - Present
• Iowa State University College of Engineering Master of Science (M.S.) in Civil Engineering
  2010 - 2011
• Jadavpur University Bachelor of Construction Engineering
  2004 - 2008

Projects & Funding

Projects & funding information is unavailable.

Publications (22)

• Evaluating socioeconomic factors for crime against women in developing countries: A data-centric statistical learning approach
  Socio-Economic Planning Sciences 2025 DOI: 10.1016/j.seps.2025.102255
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• An integrated approach to analyze equitable access to food stores under disasters from human mobility patterns
  Risk Analysis 2025 DOI: 10.1111/risa.16873
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• An integrated framework to improve the resiliency of electricity distribution systems exposed to wildfires
  European Journal of Operational Research 2025 DOI: 10.1016/j.ejor.2025.04.035
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• Near-repeat terrorism: Identifying and analyzing the spatiotemporal attack patterns of major terrorist organizations
  Expert Systems with Applications 2024 DOI: 10.1016/j.eswa.2024.123712
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• Analyzing and forecasting service demands using human mobility data: A two-stage predictive framework with decomposition and multivariate analysis
  Expert Systems with Applications 2024 DOI: 10.1016/j.eswa.2023.121698
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• Examining income segregation within activity spaces under natural disaster using dynamic mobility network
  Sustainable Cities and Society 2023 DOI: 10.1016/j.scs.2023.104408
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• Impact of geophysical and anthropogenic factors on wildfire size: a spatiotemporal data-driven risk assessment approach using statistical learning
  Stochastic Environmental Research and Risk Assessment 2022 DOI: 10.1007/s00477-021-02087-w
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• A Statistical Learning Approach to Evaluate Factors Associated With Post-Traumatic Stress Symptoms in Physicians: Insights From the COVID-19 Pandemic
  IEEE Access 2022 DOI: 10.1109/ACCESS.2022.3217770
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• Multidimensional Population Health Modeling: A Data-Driven Multivariate Statistical Learning Approach
  IEEE Access 2022 DOI: 10.1109/ACCESS.2022.3153482
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• A multifaceted risk assessment approach using statistical learning to evaluate socio-environmental factors associated with regional felony and misdemeanor rates
  Physica A: Statistical Mechanics and its Applications 2021 DOI: 10.1016/j.physa.2021.125984
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