RESEARCHER PROFILE

Shohag Barman

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Pirojpur Science and Technology University

Gene Regulatory Network AnalysisAdvanced Neural Network ApplicationsMicrobial Metabolic Engineering and BioproductionSmart Agriculture and AIFungal and yeast genetics research

Shohag Barman works in Gene Regulatory Network Analysis, Advanced Neural Network Applications, Microbial Metabolic Engineering and Bioproduction, Smart Agriculture and AI, Fungal and yeast genetics research. Recorded institutional associations include Pirojpur Science and Technology University.

24Publications
274Citations
7H-index

ORCID

Inclusion identifies researchers whose recorded research contributions may inform their university’s understanding of its research community. It does not rank individual research quality or establish current employment.

Selected research works

Up to 100 highly cited works; DOI links open the original research. Counts reflect the collected record, not real-time citation totals.

  1. A novel mutual information-based Boolean network inference method from time-series gene expression data

    2017 · 82 citations

  2. A Boolean network inference from time-series gene expression data using a genetic algorithm

    2018 · 69 citations

  3. Comparative analysis of YOLO models for green coffee bean detection and defect classification

    2024 · 24 citations

  4. Optimized Crop Disease Identification in Bangladesh: A Deep Learning and SVM Hybrid Model for Rice, Potato, and Corn

    2024 · 21 citations

  5. A neuro-evolution approach to infer a Boolean network from time-series gene expressions

    2020 · 19 citations

  6. Anti-Molestation: An IoT based Device for Women’s Self-Security System to Avoid Unlawful Activities

    2020 · 13 citations

  7. A Robust Malware Classification Approach Leveraging Explainable AI

    2024 · 10 citations

  8. Clustering Techniques for Software Engineering

    2016 · 7 citations

  9. Integrating IoT-Based Smart Irrigation Systems to Optimize Crop Yield and Water Management for Sustainable Agriculture

    2024 · 7 citations

  10. An IoT-Based Smart System for the Detection, Notification and Prevention of Vehicle Accidents

    2024 · 6 citations

  11. Machine Learning and Explainable AI for Liver Disease Prediction: An Integrated Interpretability Framework

    2025 · 3 citations

  12. A novel approach toward parallel implementation of BFS algorithm using graphic processor unit

    2015 · 2 citations

  13. Fire Detection in Still Image Using Color Model

    2016 · 2 citations

  14. Optimizing economical dispatch of a microgrid in islanding mode

    2014 · 2 citations

  15. Automated defective green coffee bean image classification using deep learning for quality enhancement and market competitiveness

    2025 · 2 citations

  16. A semantic knowledgebase representation of geospatial data in the context of Bangladesh

    2014 · 1 citations

  17. A Boolean network inference from time-series gene expression data using a statistical method

    2020 · 1 citations

  18. BNIMI: Boolean Gene Regulatory Network Inference Based on Mutual Information

    2024 · 1 citations

  19. Custom Residual Networks and Transfer Learning: Tea Leaf Disease Detection

    2025 · 1 citations

  20. A Hybrid YOLO – SE Attention Based Deep Learning Framework for Robust Weapon Detection in Surveillance Imagery

    2026 · 1 citations

  21. LBF-MI: Limited Boolean Functions and Mutual Information to Infer a Gene Regulatory Network from Time-Series Gene Expression Data

    2024 · 0 citations

  22. Boolf: Boolean Functions to Infer a Boolean Gene Regulatory Network from Time-Series Gene Expression Data

    2025 · 0 citations

  23. User Clustering-based Redundant Handover Mitigation in Ultra-dense Cellular Networks

    2024 · 0 citations

  24. Structure aware graph community cluster pruning for efficient neural network compression in Parkinson’s disease diagnosis

    2026 · 0 citations

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