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Tanvir Habib Sardar

Tanvir Habib Sardar

Assistant Professor

Education

Ph. D.

Enthusiastic and experienced educationalist and researcher with 15 years of teaching experience in reputed engineering colleges and at University level. He has defended his Ph.D. thesis on big data, fuzzy logic, machine learning and distributed computing framework of Hadoop. His Ph.D. algorithms and process is patented with application number 202241066218, dated 23.12.2022. Published more than 35 research articles in reputed journals, books and conferences.

Research Publications

  • Parallelization and analysis of selected numerical algorithms using OpenMP and Pluto on symmetric multiprocessing machine. SCIE. Data Technologies and Applications, Emerald, 2019, 53(1), 20-32, SCIE, Impact Factor 2017: 1.170, doi: https://doi.org/10.1108/DTA-05-2018-0040, ISSN: 2514-9288
  • Deep SqueezeNet learning model for diagnosis and prediction of maize leaf diseases. Journal of Big Data, 11, 112 (2024). SCIE. Journal Impact Factor: 8.6. https://doi.org/10.1186/s40537-024-00972-z
  • Investigation of Solar Energy for Urban Areas and Metropolitan Communities Using Machine Learning, Electric Power Components and Systems, 2024. SCIE. DOI: 10.1080/15325008.2023.2293948
  • MapReduce based Fuzzy C-means Algorithm for Distributed Document Clustering. Journal of The Institution of Engineers (India): Series B, Springer, 103(1), 131–142, 2022. DOI: https://link.springer.com/article/10.1007/s40031-021-00651-0
  • Distributed Big Data Clustering using MapReduce based Fuzzy C-Medoids”, Journal of The Institution of Engineers (India): Series B, Springer, 103(1), 73–82, 2022. DOI: https://link.springer.com/article/10.1007/s40031-021-00647-w

Expertise

  • Check Icon High performance computing
  • Check Icon Machine learning
  • Check Icon Big data computing
  • Check Icon Fuzzy sets
  • Check Icon Public speaking

Authored Books

  • Check Icon Zahid Ahmed Ansari, Tanvir Habib Sardar, “Traditional and Map-Reduce Based Clustering for Large Datasets”, July 2019, Lambert Academic Publishing. ISBN: 978-620-0-24465-9. 132 pages. https://www.amazon.com/Traditional-Map-Reduce-Based-Clustering-Datasets/dp/6200244650.
  • Check Icon Tanvir Habib Sardar, Ahmed Rimaz Faizabadi, “Parallelization of Numerical Algorithms using OpenMP and Pluto- an Experimental Evaluation”, March 2019, Lambert Academic Publishing. ISBN: 978-613-9-45764-9. https://www.amazon.com/Parallelization-Numerical-Algorithms-using-OpenMP/dp/6139457645. Saarbrücken, Germany
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