Birla Institute of Technology, Mesra
Dr. Partha Sarathi Bishnu
Assistant Professor, Computer Science
Ph.D(Computer Science ), M.Tech( Computer Science), B.E.(Electronics) 		Contact Address
Permanent Address --
Local Address Department of Computer Sc. & Engg. Birla Institute of Technology, Mesra, Lalpur Campus Ranchi, Jharkhand, 834001, India
Phone (Office) --
Phone Residence --
Email Id psbishnu@bitmesra.ac.in
Joined Institute on : 1-Jul-2004
  Work Experience
 
Teaching : 23 Years

Research : 21 Years

Individual: 23 Years
  Research Areas
 

Madical Informatics, Business Intelligence, Data Science, Data Mining, Machine Learning, Deep Learning,
  Publications
 

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

International Journal

  1. 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)
  2. Umang Gupta, Vandana Bhattacharjee, Partha Sarathi Bishnu, “Outlier Detection in Wireless Sensor Networks Based on Neighbourhood”. Wirel. Pers. Commun. 116(1): 443-454 (2021)
  3. U. Gupta, V. Bhattacherjee and P. S. Bishnu, "Clustering on Ranked Data for Campaign Selection," in IEEE Access, vol. 8, pp. 162421-162431, (2020)
  4. 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)
  5. 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)
  6. 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)
  7. 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)
  8. 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)
  9. 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)
  10. 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.   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

  2. 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

  3. 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
  4. 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.
  5. 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. 
  6. 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
  7. 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.
  8. 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
  9. P.S. Bishnu and V. Bhattacherjee, “A Modified K-Modes Clustering Algorithm”, 5th International conference on Pattern Recognition and Machine Intelligence (PREMI), Dec 2013.   
  10. 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.
  11. P.S. Bishnu and V. Bhattacherjee, “Software fault Prediction using K Medoids Algorithm”, ICPQROM-2011, Indian Statistical Institute, Delhi, pp. 191, 2011.
  12. 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.
  13. 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, "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
  2. 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

Convener of International Conference on Machine intelligence with Applications 2023 (ICMIA 2023), 07th and 08th December, 2023, at BIT Mesra, Lalpur Campus, Ranchi, Jharkhand.

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
  Text and Reference Books
 
  1. 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.  
  2. P. S. Bishnu, “Functional Programming using Scala”, Independently Published (23 January 2020), ISBN-10-1660025850, ISBN-13-978-1660 025855
  Fellow
 
  • Dr. Umang Gupta, “Discovery of interesting patterns using data mining techniques”, (co guide),  [Awarded]
  • Dr. Ritesh Kumar, “Application of data mining in business intelligence”, [Awarded]
  • Mr. Abhishek Kumar [On going]