Birla Institute of Technology, Mesra
Faculty Image

Dr. Partha Sarathi Bishnu

Joined Institute on : 1-Jul-2004

  • Assistant Professor
  • Computer Science
  • Ph.D(Computer Science ), M.Tech( Computer Science), B.E.(Electronics)
Contact Address

Department of Computer Sc. & Engg. Birla Institute of Technology, Mesra, Lalpur Ranchi, Jharkhand, 834001, India

--

  • Phone Office - --
  • Phone Residence - --
  • Email - psbishnu@bitmesra.ac.in
Work Experience

Teaching : 23 Years

Research : 21 Years

Individual: 23 Years
Research Areas

Medical Informatics, Business Intelligence, Statistical Physics, Data Mining, Machine Learning, Deep Learning,
Publications

DBLP link, Google Scholar link, Publons link, Vidwan link of Dr. Partha Sarathi Bishnu

International Journal

  1. Abhishek Kumar, Partha Sarathi Bishnu, Debabrata Deb. (29th Aug, 2025). Temperature-conditioned deep generative framework for scalable Ising spin configuration synthesis with physics-informed constraints. Physical Review E. American Physical Society. vol. 112, issue. 3, pp. 35316-35332, https://doi.org/10.1103/7qbv-4y2s, SCI, IF 2.4
  2. Subhash Chand Gupta, Vandana Bhattacharjee, Shripal Vijayvargiya, Partha Sarathi Bishnu, R. Oraon,  Rajendra Majhi. (n.d.). A robust semi-supervised brain tumor MRI classification network for data-constrained clinical environments. Diagnostics, vol. 15, no. 19, pp. 2485 - 2510; https://doi.org/10.3390/diagnostics15192485, SCIE, IF 3.3.
  3. Umang Gupta,  Partha Sarathi Bishnu, Abhishek Kumar, Anuj Kumar Pandey, Biresh Kumar, Preeti Kumari, 2025, Analyzing mental disorders with a CNN–GRU deep learning model on motor activity. Cognitive Neurodynamics. Volume 19, no. 147, Springer [SCIE, IF 3.9, Q1], https://doi.org/10.1007/s11571-025-10335-w
  4. Abhishek Kumar, Partha Sarathi Bishnu, Pushpanjali Ojha (2025). Diagnosing diabetes onset with machine learning enhanced predictive analysis in Pima Indians. SSRG International Journal of Engineering Trends and Technology (IJETT), vol. 73, Issue 8, pp. 312-332 [SCOPUS],  https://doi.org/10.14445/22315381/IJETT-V73I8P127
  5. Abhishek Kumar, Partha Sarathi Bishnu, Identification of Products for Campaigning with Budget Constraint, International Journal of Information Technology, 2024,  https://doi.org/10.1007/ s41870-024-02319 [SCOPUS]
  6. Umang Gupta, Vandana Bhattacherjee, Partha Sarathi Bishnu, “StockNet—GRU based stock index prediction”, Expert Systems with Applications, (elsevier), 117986,  ISSN  0957-4174,  https://doi.org/10.1016/j.eswa.2022.117986, (https://www.sciencedirect.com/science/article/pii/S0957417422012131) (2022), [SCIE]
  7. Umang Gupta, Vandana Bhattacharjee, Partha Sarathi Bishnu, “Outlier Detection in Wireless Sensor Networks Based on Neighbourhood”. Wirel. Pers. Commun. 116(1): 443-454 (2021), [SCIE]
  8. U. Gupta, V. Bhattacherjee and P. S. Bishnu, "Clustering on Ranked Data for Campaign Selection," in IEEE Access, vol. 8, pp. 162421-162431, (2020), [SCIE]
  9. Ritesh Kumar, Partha Sarathi Bishnu, “Identification of k-Most Promising Features to Set Blue Ocean Strategy in Decision Making”, Data Science and Engineering 4(4): 367-384 (2019), [SCOPUS]
  10. P.S. Bishnu, V. Bhattacherjee, "Software cost estimation based on modified K-Modes clustering Algorithm", Natural Computing, SpringerLink, Natural Computing, Volume 15, Issue 3, pp 415–422, (2016), [SCIE]
  11. P. S. Bishnu, S. Prasad and V. Bhattacherjee, “Volume-based clustering for arbitrary shaped clusters”, International  Journal of  Computational Vision and Robotics, Vol. 3, No. 3, (2013), [SCOPUS]
  12. P.S. Bishnu and V. Bhattacherjee, “Software Fault Prediction Using Quad Tree Based K-Means Clustering Algorithm”, IEEE Transaction on data and knowledge engineering, vol. 24, pp. 06, (2012), [SCIE]
  13. P.S. Bishnu and V. Bhattacherjee, “Application of K-Medoids with Kd-Tree for Software Fault Prediction”, ACM SIGSOFT Software Engineering Notes, vol. 36, Issue2, pp. 1-6, (2011), [SCOPUS]
  14. P.S. Bishnu and V. Bhattacherjee, “Gravitational Based Hierarchical Clustering Algorithm”, International Journal of Recent Trends in Engineering (Comp. Science), vol. 3, no. 2, pp. 18-20, (2010)
  15. P.S. Bishnu and V. Bhattacherjee, “CTVN: Clustering Technique Using Voronoi Diagram”, International Journal of Recent Trends in Engineering (Comp. Science), vol. 2, No. 3, pp. 13-15, (2009)

 

International Conference

  1. Baghel, D., Sinha, A., Bishnu, P. S., Bhattacharjee, V., Kumari, A., Ojha, P., \& Hussain, A. Curriculum learning-driven haematological anaemia detection: A progressive approach using CBC parameters. In Proceedings of the 3rd Int. Conf. on MAchine inTelligence for Research \& Innovations (MAiTRI-2025). Kalinga Institute of Industrial Technology (Bhubaneswar, Odisha), August 1–2, 2025
  2. Priyanka Mukherjee, Partha Sarathi Bishnu, Shamama Anwar, Texture – CNN Fusion for Metal Surface Defect Classification, International Conference on Recent Advances in Materials Processing and Characterization (RAMPC 2025), NIT Jamshedpur, Jharkhand, India, 21 - 23 March 2025.
  3. Deepanshu Baghel, Partha Sarathi Bishnu, Diabetes Prediction Enhancement via Cellular Automata and Machine Learning, Fourth Asian Symposium on Cellular Automata Technology (ASCAT 2025), BIT Mesra, Ranchi, India, 6 - 8 March 2025.
  4. Abhisjek Kumar, Partha Sarathi Bishnu, The Identification of the Business's Most Promising Customers, International Conference on Machine Learning with Applications (ICMIA 2023), BIT Mesra Lalpur Center, India, 7 - 8 December 2023
  5. Shashi Kala, Partha Sarathi Bishnu, Predicting Stress Levels using Sequence Modeling in Deep Learning, International Conference on Machine Learning with Applications (ICMIA 2023), BIT Mesra Lalpur Center, India, 7 - 8 December 2023
  6. Partha Sarathi Bishnu, Abhisjek Kumar, Identification of optimal products for SMS marketing with SMS size  constrained, Information Systems for Intelligent Systems: Proceedings of ISBM 2023, 7 - 8 September 2023, Bangkok, Thailand
  7. Partha Sarathi Bishnu, Anirban Pal, "RNN-DNN Based Stress Detection using  Sensors Data",  International conference on global mental health and public health challenges & innovation, GMHPHCI '22, IIIT, Ranchi, 25th to 27th December 2022.
  8. Umang Kumar, Vandana Bhattacherjee and P S Bishnu, "A New Neighborhood Based Outlier Detection Technique", 4th International Conference on Nanoelectronics, Circuits & Communication Systems (NCCS-2018), 12-13th May-2018 at ARTTC, BSNL, Ranchi, May 2018. 
  9. Ritesh Kumar, P S Bishnu, "Target Marketing Using Feedback Mining", International Conference on Computational Intelligence, ICCI 2018, BIT, Mesra, ISSN: 2194-5357 (P), 2194-5365 (E) 10 - 11, pp. 95 – 105, Dec 2018
  10. Kumar R., Bishnu P.S., Bhattacherjee V. (2017) K-Means Algorithm to Identify k1-Most Demanding Products. In: Shankar B., Ghosh K., Mandal D., Ray S., Zhang D., Pal S. (eds) Pattern Recognition and Machine Intelligence. PReMI 2017. Lecture Notes in Computer Science, vol 10597, pp 451-457. Springer, Cham, Print ISBN: 978-3-319-69899-1, Online ISBN: 978-3-319-69900-4, 5-8 Dec., 2017.
  1. P Biswas and P S Bishnu, "Modeling mediclaim insurance selection in Indian Banks using CRM and weighted K-nearest neighbor approach", 2nd International conference on Recent trends in computer science and technology, 20th-21st April, 2017
  2. P.S. Bishnu and V. Bhattacherjee, “A Modified K-Modes Clustering Algorithm”, 5th International conference on Pattern Recognition and Machine Intelligence (PREMI), Dec 2013.   
  3. P.S. Bishnu and V. Bhattacherjee, “A Dimension Reduction Technique for K Means Clustering”, 1st International conference on RAIT 2012 (IEEE), vol. 2, pp. 89-93, 2012.
  4. P.S. Bishnu and V. Bhattacherjee, “Software fault Prediction using K Medoids Algorithm”, ICPQROM-2011, Indian Statistical Institute, Delhi, pp. 191, 2011.
  5. P.S. Bishnu and V. Bhattacherjee, “A New Density Based Clustering With Different Local Densities”, Proceedings of ICDM 2010, IMT Ghaziabad, pp. 164 – 171, 2010.
  6. P. S. Bishnu and V. Bhattacherjee, “Outlier Detection Technique using Quad Tree”, Proceedings of International Conference C3IT 2009, Academy of Technology, Hooghly, pp. 143- 148, 2009.

 

National Journal

  1. P S Bishnu and P Biswas, "Internet of things with big data infrastructure", Internet of things, IUP Publications, (A division of the ICFAI University), Vol. 1, Issue 1, pp. 42-47, April 2016.
  2. A Bhattacherjee, V Bhatacherjee, and P.S.Bishnu "A framework of quality models for effective prediction of fail-safe design", Jharkhand Journal of Development and management studies, XISS, Ranchi, vol. 13, no. 2, pp. 6469- 6477, 2015
  3. P S Bishnu, P Biswas, “Surveying sensors based human robot interaction with data mining approach”, National seminar on Robotics: applications and challenges, The ICFAI university, Jharkhand, pp. 29-33, 15th September, 2014.
  4. P.S. Bishnu and Prasanta K Jana, “K-Means algorithm: A survey with special emphasis on microarray data analysis”, Bioinformatics Trends, vol. 3, no. 4, pp. 89-96, 2008.

 

National Conference

  1. P S Bishnu and P Biswas, "Internet of things with big data infrastructure", National conference on Internet of thing: Technology Trends and Applications, 23rd Sep 2015, Faculty of science and technology, ICFAI University Jharkhand, pp. 27-31, Sep 2015
  2. P.S. Bishnu, V. Bhattacherjee, and R. Sharma, “ A New Shape Based Clustering for Arbitrary Shaped Cluster”, Proceedings of HPCA 2010, BHU, Varanasi, Feb 2010.
  3. P.S. Bishnu and V. Bhattacherjee, “Unsupervised Learning Approach to Fault prediction in Software Module”, National Conference on Computing and Systems (NACCS 2010), pp. 91-94, 2010.
  4. P.S. Bishnu and V. Bhattacherjee, “A New Approach to K-Medoids Algorithm”, Proceedings of HPCA 2009, Banaras Hindu University, Varanasi, pp. 14, 2009
  5. P.S. Bishnu and V. Bhattacherjee, “Divide and Conquer Based Clustering Using K Means Algorithm”, Proceedings of Conference on Information Science Technology and Management (CISTM) 2009, MDI, Gurgaon, pp-58(1-6), 2009.
  6. P.S. Bishnu and V. Bhattacherjee, “Initialization Algorithm for K-Means using Quad Tree”, Proceedings of National Conference NCM2C - 2008, JNU, New Delhi, pp. 73-81, 2008.
  7. Vandana Bhattacherjee, Amrita Priyam, Onima Tigga, Jaya Pal, and Partha Sarathi Bishnu, “Neural Network Modeling and Prediction of Crop Yield”, Proceedings of National Conference NCM2C - 2007, JNU, New Delhi, pp. 168-172, 2007.

 

Book Chapters

  1. Partha Sarathi Bishnu and Amit Dey Purkayastha. From data to decisions K-means clustering for product development and marketing. AI for product development (Ch 2, pp. 19-40). CRC Press. eBook ISBN9781003536901, 2025, https://doi.org/10.1201/9781003536901
  2. Partha Sarathi Bishnu, Ethical issues in data science: A special case study on K-Means clustering. Human-Centric Integration of Next-Generation Data Science and Blockchain Technology. Elsevier. ISBN: 978-0-443-33498-6, 13th March 2025. eBook ISBN: 978-0-443-33499-3
  3. Partha Sarathi Bishnu, "Trustworthy AI in Healthcare: Insights, Challenges, and the Significance of Overfitting in Predicting Mental Health", Enhancing Medical Imaging with Emerging Technologies.pp. 265-286. ISBN 9798369352618, DOI: 10.4018/979-8-3693-5261-8, IGI Global, June 2024
  4. Partha Sarathi Bishnu, "Identification of Water Potability using Machine Learning Techniques", Water Informatics: Challenges and Solutions using State of Art Technologies, Springer, 2023

 

Package developed

  1. P.S. Bishnu, "decision: Statistical Decision Analysis", https://CRAN.R-project.org/package =decision, R package version 0.1.0, 2016.
  2. P.S. Bishnu, "gds: Descriptive Statistics of Grouped Data", https://CRAN.R-project.org/package =gds, R package version 0.1.0, 2016.

 

Conference workshop organized

  1. Convener of “International Conference on Machine intelligence with Applications 2023” (ICMIA 2023), 07th and 08th December, 2023, at BIT Mesra, Lalpur Campus, Ranchi, Jharkhand.
  1. Convenor of five day workshop on “Introduction to data analytics using open source software (R/Python): IDOSS 2022”, 13th December to 17th December, 2022 at BIT Off-Campus Lalpur, Ranchi, 834001.
Member of Professional Bodies

Life member of The indian society for technical education, LM 44167
Current Sponsored Projects

Project title: "Noninvasive method for detection and analysis of anaemia in pregnant women using a deep learning-based model: A Multidisciplinary, Multicentric Study." Duration of 36 months, spanning from 1 March 2025 to 29 February 2028. The project was supported by the Indian Council of Medical Research (ICMR).
Text and Reference Books
  1. Bishnu, P. S., Prasad, U., Chakravarty, S., & Bhattacharjee, V. (Eds.). (2024). Volume 3164: International Conference on Machine Intelligence with Applications (ICMIA2023). Melville, NY: AIP Publishing. DOI: 10.1063/1.5087478.
  2. P.S.Bishnu and Vandana Bhattacherjee, "Data analysis using probability and statistics using R Language", PHI publication.  (ISBN Hard copy) 978-93-87472-65-5, (ISBN e-Book) 978-93-87472-66-2.  
  3. P. S. Bishnu, “Functional Programming using Scala”, Independently Published (23 January 2020), ISBN-10-1660025850, ISBN-13-978-1660 025855
Intellectual Property Rights (IPR)
  1. Partha Sarathi Bishnu, Abhishek Kumar, and Vandana Bhattacharjee, BIRLA INSTITUTE OF TECHNOLOGY MESRA. System and Method for Optimizing Discounts to Enhance Customer Satisfaction and Company’s Revenue, Patent application no. 202431053477.  Priority Date: July 12, 2024 [Published]
Fellow
  • Dr. Ritesh Kumar, “Application of data mining in business intelligence”, (Guide) [Awarded, 2020]
  • Dr. Umang Gupta, “Discovery of interesting patterns using data mining techniques”, (Co guide),  [Awarded, 2021]
  • Dr Pratik Biswas, “Factors influencing customer preferences towards purchasing of mediclaim insurance from banks”, (External guide), [Awarded, 2022]
  • Mr. Abhishek Kumar (Guide) [On going]
  • Mr Abhishek (Guide) [On going]
  • Mr Deepanshu Baghel (Guide) [On going]