Profile of Pankaj Bhowmik

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Pankaj Bhowmik

Lecturer

Department of Computer Science and Engineering (CSE)

Faculty of Computer Science and Engineering

Hajee Mohammad Danesh Science & Technology University, Dinajpur.

E-mail: pankaj.cshstu@gmail.com

Mobile: +8801791848439


RESEARCH INTEREST

    Pankaj Bhowmik [He/His/Him], has prodigious enthusiasm to explore the contemporary horizon of Computer Science research fields. His research works revolve around understanding and solving Machine Learning (ML) problems and its real-life applications, Artificial Intelligence (AI), Natural Language Processing (NLP), and study of Sustainable Developments. However, his recent interests focus on Healthcare Informatics, Data Science, Computer Vision, and Image Processing approaches.

    INTERESTED IN WORKING WITH ME? I am open to any research idea related to my domain and expertise, and I welcome prospective young research students (undergrad) from a wide range of disciplines. Well, if you feel your research interest aligns with my field, then email me your research plan/proposal {mailto: pankaj@hstu.ac.bd}. Perhaps, you can pay me a visit for an open discussion. {Office: 1st Floor, (Room) 208, Dr. M A Wazed Building, HSTU Campus Area.}

EDUCATION

  1. Bachelor of Computer Science and Engineering (CSE), 2019

    Hajee Mohammad Danesh Science and Technology University (HSTU), Dinajpur, Bangladesh

  2. Major in Science, Higher Secondary School Certificate (HSC), 2014

    Affiliated to Board of Intermediate and Secondary Education, Dinajpur, Bangladesh

  3. Major in Science, Secondary School Certificate (SSC), 2012

    Affiliated to Board of Intermediate and Secondary Education, Dinajpur, Bangladesh


PROFESSIONAL EXPERIENCES

  1. Faculty Member (Lecturer), Dept. of CSE
    Hajee Mohammad Danesh Science and Technology University (HSTU), Dinajpur, Bangladesh

    November 16, 2022 to Present


PUBLICATIONS

Journal Papers

  1. Priyanka Roy, Fahim Mohammad Sadique Srijon and Pankaj Bhowmik, "An explainable ensemble approach for advanced brain tumor classification applying Dual-GAN mechanism and feature extraction techniques over highly imbalanced data", PLoS ONE 19(9): e0310748. 2024 (Impact Factor= 2.9, SCOPUS, Web of Science, SCImago Quartile#1: Q1).

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  2. Pankaj Bhowmik, Pulak Chandra Bhowmik, U. A. Md. Ehsan Ali and Md. Sohrawordi, "Cardiotocography Data Analysis to Predict Fetal Health Risks with Tree-Based Ensemble Learning", International Journal of Information Technology and Computer Science, Vol.13, No.5, pp.30-40, 2021. DOI: 10.5815/ijitcs.2021.05.03 (Global Impact Factor= 0.716)

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Conference Papers

  1. Jabin Tasmin Anny, MST. Sabrina Momotaj, Abida Meem, Sumya Akter and Pankaj Bhowmik, "An Empirical Machine Learning Approach Towards Effective Sleep Disorder Prediction". 2025 IEEE 4th International Conference on Electrical, Computer and Communication Engineering (ECCE) [In Press]

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  2. Md Masum Rana, Ashis Kumar Mandal, Mahmudul Hasan, Md Fazle Rabbi and Pankaj Bhowmik, "Optimizing Potato Leaf Disease Classification with Channel Dropout Attention in EfficientNetB0". 2025 IEEE 4th International Conference on Electrical, Computer and Communication Engineering (ECCE) [In Press]

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  3. Al Mahmud Siam, Pankaj Bhowmik, Hasi Saha, Md. Palash Uddin and Adiba Mahjabin Nitu, "Incorporating Feature Fusion Engineering and Ensemble Learning for Effective Credit Card Fraud Detection". 2024 IEEE 27th International Conference on Computer and Information Technology (ICCIT) [In Press]

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  4. Pijush Kanti Roy Partho, Md. Abid Hasan Rafi and Pankaj Bhowmik, "Plant Leaf Disease Detection Incorporating IoT and XAI-Enhanced Deep Learning". 2024 IEEE 27th International Conference on Computer and Information Technology (ICCIT) [In Press]

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  5. Md Iftekhar Tushar, Md. Azizur Rahman, Sumya Akter, Mahmudul Hasan, Pankaj Bhowmik and Md Abdulla Al Mamun, "Exploring the Influence of Global Conflicts on Cryptocurrency Markets with RNN-Based Analysis". 2024 IEEE 27th International Conference on Computer and Information Technology (ICCIT) [In Press]

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  6. Pankaj Bhowmik, Md. Sohrawordi, U.A. Md. Ehsan Ali, Md. Najmul Hasan and Prodip Kumar Roy, "Analysis of Social Media Data to Classify and Detect Frequent Issues Using Machine Learning Approach," 2020 IEEE 2nd International Conference on Advanced Information and Communication Technology (ICAICT 2020), pp. 394-399, 2020.

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Book Chapter

  1. Priyanka Roy, Fahim Mohammad Sadique Srijon, Mahmudul Hasan, Pankaj Bhowmik and Adiba Mahjabin Nitu "An Ensemble Machine Learning Approach with Hybrid Feature Selection Technique to Detect Thyroid Disease" Proceedings of the 2nd International Conference on Big Data, IoT and Machine Learning. BIM 2023. in Lecture Notes in Networks and Systems (LNNS) Book series, vol 867. Springer, Singapore. (IF: 0.171, SCOPUS, SCImago Quartile: Q4)

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  2. Pankaj Bhowmik, Md. Sohrawordi, U. A. Md. Ehsan Ali, and Pulak Chandra Bhowmik "An Empirical Feature Selection Approach for Phishing Websites Prediction with Machine Learning", ICBBDB 2021, in Communications in Computer and Information Science (CCIS) Book series, vol 1550. Springer, Cham. (IF: 0.209, SCOPUS, SCImago Quartile: Q4)

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  3. Pankaj Bhowmik and Pulak Chandra Bhowmik "A Machine Learning Approach for Phishing Websites Prediction with Novel Feature Selection Framework", International Conference on 4th Industrial Revolution and Beyond (IC4IR 2021), in Lecture Notes in Networks and Systems (LNNS) Book series, vol 437. Springer, Singapore. (IF: 0.151, SCOPUS, SCImago Quartile: Q4)

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Awards and SCHOLARSHIPS

  1. Dean's List Scholarship

    Funded by: Faculty of Computer Science and Engineering, HSTU

  2. Grameen Bank Bright Student Scholarship [2012(SSC), 2010(JSC), 2007(PSC)]

    Funded by: Grameen Bank, Bangladesh

  3. Secondary School Top Student Scholarship, 2011

    Funded by: Secondary Education Quality and Access Enhancement Project (SEQAEP)

  4. Secondary Education Merit Scholarship, 2009 & Directorate of Primary Education Merit Scholarship, 2006

    Funded by: Education Board Government Scholarship


SOCIAL NETWORK

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