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Ongoing Researches

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Faculty Members Ongoing Researches

Computer Vision, Natural Language Processing(NLP), Large Language Models(LLM), Semantic Web, Blockchain technology

  • Phytochemistry & Public health
  • Statistical Modeling
  • Time Series Analysis
  • Stochastic Processes
  • Analysis of Longitudinal Data
  • Bayesian Analysis
  • Public Health

Cybersecurity, Trust, ML/AI, IoT

  • Wireless Communication

  • Machine Learning

  • Biomedical Engineering

  • Microbiology and Clinical survey
  • Research Interest

    Shamima Hossain’s research focuses on Bayesian Statistics, spatio-temporal modeling, and machine learning, with applications in public health, epidemiology, and climate data analysis. She is particularly interested in developing Bayesian Neural Networks (BNNs) and predictive models to address societal challenges through data-driven solutions.

Area of Specialization

Shamima Hossain specializes in Bayesian Statistics, Generalized Linear Models (GLMs), and Spatio-Temporal Modeling, with extensive expertise in applying advanced statistical methodologies to solve real-world problems. Her focus areas include epidemiology, public health analytics, and climate data modeling, with a particular interest in developing robust Bayesian Neural Networks (BNNs) for high-dimensional data analysis. She is also proficient in statistical software such as R, Python, SPSS, and STATA, enhancing her capabilities in computational statistics and predictive modeling. Through her academic and research endeavors, she has contributed significantly to understanding societal challenges, including public health crises and women's empowerment, using statistical frameworks.

Research Projects:

World Bank-Funded HEQEP Project: Research Team Member -“Covariate Dependent Models for Correlated Outcomes in    Longitudinal Data Analysis, 2014 to 2017.

  • Artificial Intelligence
  • Cloud Computing
  • Cybersecurity
  • Blockchain
  • Internet of Things (IoT)

MDM Group: https://sites.google.com/view/mems-group/home

Summary: MEMS, BioMEMS, Nanofabrication, Thin-film Solar cell, MEMS Resonator, Epitaxy, Heterostructure, Sensors and Actuators, Underwater energy harvesting, Brain-computer interface, Neural Sensing.

  • Pharmacology and Toxicological studies
  • Phytopharmacology
  • Anticancer drug evaluation
  • Computational Biology
  • Bayesian Network and modelling
  • Bio-statistics, epidemiology  and Statistical Computation
  • Statistical Modeling, Longitudinal Data Analysis, causal Inference, Povarty issue analysis

Toxicology, Drug Metabolism, Pharmacokinetics, Neuropharmacology, Natural Product-Based Drug Discovery 

  • Traffic Flow Modeling
  • Computational Fluid Dynamics
  • Numerical Solution of Partial Differential Equations

Future Internet Architecture, Distributed System and Data Communication, Internet Protocols, Embedded Systems

  • Pharmacological & Toxicological Studies
  • Clinical Trial
  • Public Health related Survey