Pranab K. Muhuri
Pranab K. Muhuri
Professor & Dean (FMCS)
Department of Computer Science

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Room No.: 313
Personal Webpage

Profile

Pranab received his Ph.D. degree in Computer Engineering in 2005 from IT-BHU [now Indian Institute of Technology, (BHU)], Varanasi, India.  He is currently a Professor with the Department of Computer Science, South Asian University, New Delhi, India, where he is leading the computational intelligence research group. His current research interests are mainly in real-time systems, computational intelligence, especially fuzzy systems, evolutionary algorithms, perceptual computing, and machine learning. Pranab is an active member of the IEEE Computer Society, IEEE Computational Intelligence Society and Association of Computing Machinery (ACM). Pranab has published about 60 papers in well-known journals and conferences including IEEE Transactions on Fuzzy Systems, Fuzzy Sets and Systems, Future Generation Computing Systems, Computers and Industrial Engineering, Applied Soft Computing and Engineering Applications of Artificial Intelligence. Currently, Pranab is a member of the Editorial Board of the Applied Soft Computing journal, Elsevier Science. Also, he is serving as an Associate Editor of the Journal of Engineering Applications of Artificial Intelligence, Elsevier Science. Pranab has been a Co-editor of a number of journal special issues including the special issue on ‘Emerging Issues and Applications of Type-2 Fuzzy Sets and Systems’ of the journal of Engineering Applications of Artificial Intelligence, Elsevier Science, Special issue on ‘Type-2 Fuzzy Systems and Granular Computing’ of the journal of Granular Computing, Springer. Besides that, he has also co-chaired the Special Session on ‘Type-2 Fuzzy Sets in Emerging Systems’ at 2018 World Congress on Computational Intelligence (WCCI 2018).    

Qualifications

  • PhD in Computer Engineering from Indian Institute of Technology (BHU) , in 2005

Awards & Honours

  • Associate Editor, Engineering Applications of Artificial Intelligence, Elsevier Science.
  • Member, Editorial Board, Applied Soft Computing, Elsevier Science.

Recent Publications

  • Q. M. Danish Lohani, Rinki Solanki, and Pranab K. Muhuri. "A convergence theorem and an experimental study of intuitionistic fuzzy c-mean algorithm over machine learning dataset." Applied Soft Computing 71 (2018): 1176-1188.
  • Prashant K. Gupta, and Pranab K. Muhuri. "A novel approach based on computing with words for monitoring the heart failure patients." Applied soft computing 72 (2018): 457-473.
  • Prashant K. Gupta, and Pranab K. Muhuri. "A novel approach for student performance evaluation using consistency driven linguistic methodology." In 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), pp. 1-7. IEEE, 2018.
  • Rahul Nath, Amit Rauniyar, Pranab K. Muhuri, and Amit K. Shukla. "A Novel Bilevel Formulation for Pollution Routing Problem." In 2018 IEEE Symposium Series on Computational Intelligence (SSCI), pp. 586-562. IEEE, 2018.
  • Rinki Solanki, MD Mustafizur Rahman, Meenakshi Kaushal, Q. M. D. Lohani, and Pranab K. Muhuri. "A novel distance measure over intuitionistic fuzzy sets with its applications in Pattern Recognition." In 2018 IEEE Symposium Series on Computational Intelligence (SSCI), pp. 1466-1471. IEEE, 2018.
  • Zubair Ashraf, Mukul Lata Roy, Pranab K. Muhuri, and QM Danish Lohani. "A Novel Image Steganography Approach Based on Interval Type-2 Fuzzy Similarity." In 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), pp. 1-8. IEEE, 2018.
  • Meenakshi Kaushail, Rinki Solanki, QM Danish Lohani, and Pranab K. Muhuri. "A Novel Intuitionistic Fuzzy Set Generator with Application to Clustering." In 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), pp. 1-8. IEEE, 2018.
  • Taniya Seth, and Pranab K. Muhuri. "A Novel Solution Approach for Fuzzy Linear Bilevel Multi-follower Programming Problems." In 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), pp. 1-7. IEEE, 2018.
  • Manvendra Janmaijaya, Amit Shukla, Ajith Abraham, and Pranab Muhuri. "A Scientometric Study of Neurocomputing Publications (1992–2018): An Aerial Overview of Intrinsic Structure." Publications 6, no. 3 (2018): 32.
  • Pranab K.Muhuri, Amit K. Shukla, Manvendra Janmaijaya, and Aparna Basu. "Applied soft computing: A bibliometric analysis of the publications and citations during (2004–2016)." Applied Soft Computing 69 (2018): 381-392.
  • Prashant K. Gupta, and Pranab K. Muhuri. "Computing with words for student strategy evaluation in an examination." Granular Computing (2018): 1-18.
  • Sajib K. Biswas, Rishi Jagdev, and Pranab K. Muhuri. "Energy Efficient Scheduling in Multiprocessor Systems Using Archived Multi-objective Simulated Annealing." In 2018 IEEE Congress on Evolutionary Computation (CEC), pp. 1-8. IEEE, 2018.
  • Taniya Seth, Prashant K. Gupta, and Pranab K. Muhuri. "Hesitant Fuzzy Linguistic Term Sets for Group Decision Making in Supplier Performance Evaluation." In 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), pp. 1-8. IEEE, 2018.
  • Amit K. Shukla, Sandeep Kumar, Rishi Jagdev, Pranab K. Muhuri, and QM Danish Lohani. "Interval Type-2 Fuzzy weighted Extreme Learning Machine for GDP Prediction." In 2018 International Joint Conference on Neural Networks (IJCNN), pp. 1-8. IEEE, 2018.
  • Prashant K. Gupta, and Pranab K. Muhuri. "Linguistic operation time computation in parallel processor scheduling using the 2-tuple fuzzy representation model." In 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), pp. 1-6. IEEE, 2018.
  • Pranab K. Muhuri, Zubair Ashraf, and Q. M. Danish Lohani, “Multi-objective reliability-redundancy allocation problem with interval type-2 fuzzy uncertainty”, IEEE Trans. Fuzzy Systems, Vol. 26, no. 3, pp.1339-1355. IEEE, 2018.  
  • Q. M. Danish Lohani, Rinki Solanki, and Pranab K. Muhuri. "Novel adaptive clustering algorithms based on a probabilistic similarity measure over atanassov intuitionistic fuzzy set." IEEE Transactions on Fuzzy Systems 26, no. 6 (2018): 3715-3729.
  • Amit K. Shukla, Sandeep Kumar, Bindu Mor, and Pranab K. Muhuri. "Random Fuzzy Variable based Uncertainty Modelling for the Prediction of Human Development Index using CO2 Emission Data." In 2018 IEEE Symposium Series on Computational Intelligence (SSCI), pp. 2117-2124. IEEE, 2018.
  • Pranab K. Muhuri, Prashant K. Gupta, and Jerry M. Mendel. "User-Satisfaction-Aware Power Management in Mobile Devices Based on Perceptual Computing." IEEE Transactions on Fuzzy Systems 26, no. 4 (2018): 2311-2323.
  • Amit K. Shukla, Rachit Sharma, Pranab K. Muhuri, ¨A Review of the Scopes and Challenges of the Modern Real-Time Operating Systems¨, International Journal of Embedded and Real-Time Computing Systems, Vol. 9., No. 1, (2018)  
  • Rahul Nath, Zubair Ashraf, Pranab K. Muhuri, and QM Danish Lohani. "BLEAQ based solution for bilevel reliability-allocation problem." In Evolutionary Computation (CEC), 2017 IEEE Congress on, pp. 2661-2668. IEEE, 2017.
  • Zubair Ashraf, Deepika Malhotra, Pranab K. Muhuri, and QM Danish Lohani. "Hybrid biogeography-based optimization for solving vendor managed inventory system." In Evolutionary Computation (CEC), 2017 IEEE Congress on, pp. 2598-2605. IEEE, 2017.
  • Pranab K. Muhuri; Amit Rauniyar,  ¨Immigrants Based Adaptive Genetic Algorithms for Task Allocation in Multi-Robot Systems ¨, International Journal of Computational Intelligence and Applications, Vol. 16 No. 4, World Scientific (2017)
  • Zubair Zubair, Deepika Malhotra, Pranab K. Muhuri, and QM Danish Lohani. "Interval type-2 fuzzy demand based vendor managed inventory model." In Fuzzy Systems (FUZZ-IEEE), 2017 IEEE International Conference on, pp. 1-6. IEEE, 2017.
  • Amit K. Shukla, Taniya Seth, and Pranab K. Muhuri. "Interval type-2 fuzzy sets for enhanced learning in deep belief networks." In Fuzzy Systems (FUZZ-IEEE), 2017 IEEE International Conference on, pp. 1-6. IEEE, 2017.
  • Prashant K. Gupta, and Pranab K. Muhuri. "Multi-objective linguistic optimization: Extensions and new directions using 2-tuple fuzzy linguistic representation model." In Fuzzy Systems (FUZZ-IEEE), 2017 IEEE International Conference on, pp. 1-6. IEEE, 2017.
  • Amit K. Shukla, Rahul Nath, and Pranab K. Muhuri. "NSGA-II based multi-objective pollution routing problem with higher order uncertainty." In Fuzzy Systems (FUZZ-IEEE), 2017 IEEE International Conference on, pp. 1-6. IEEE, 2017.
  • Pranab K. Muhuri, and Amit K. Shukla. "Semi-elliptic membership function: Representation, generation, operations, defuzzification, ranking and its application to the real-time task scheduling problem." Engineering Applications of Artificial Intelligence 60 (2017): 71-82.
  • S. K. S. Tyagi, D. K. Jain, S. L. Fernandes, and Pranab K. Muhuri. "Thermal-aware power-efficient deadline based task allocation in multi-core processor." Journal of Computational Science 19 (2017): 112-120.
  • Sandeep Kumar, Amit K. Shukla, Pranab K. Muhuri, and QM Danish Lohani. "Atanassov Intuitionistic Fuzzy Domain Adaptation to contain negative transfer learning." In Fuzzy Systems (FUZZ-IEEE), 2016 IEEE International Conference on, pp. 2295-2301. IEEE, 2016
  • Sajib K. Biswas, Amit Rauniyar, and Pranab K. Muhuri. "Multi-objective bayesian optimization algorithm for real-time task scheduling on heterogeneous multiprocessors." In Evolutionary Computation (CEC), 2016 IEEE Congress on, pp. 2844-2851. IEEE, 2016.
  • Amit Rauniyar, and Pranab K. Muhuri. "Multi-robot coalition formation problem: Task allocation with adaptive immigrants based genetic algorithms." In Systems, Man, and Cybernetics (SMC), 2016 IEEE International Conference on, pp. 000137-000142. IEEE, 2016.
  • Prashant K. Gupta, and Pranab K. Muhuri. "Per-C based green computing model for handheld devices: An application of single person FOU." In Systems, Man, and Cybernetics (SMC), 2016 IEEE International Conference on, pp. 1-6. IEEE, 2016.
  • Rinki Solanki, QM Danish Lohani, and Pranab K. Muhuri. "A novel clustering algorithm based on a new similarity measure over Intuitionistic fuzzy sets." In Fuzzy Systems (FUZZ-IEEE), 2015 IEEE International Conference on, pp. 1-8. IEEE, 2015.
  • Amit K. Shukla, Rahul Nath, and Pranab K. Muhuri. "Energy efficient task scheduling with Type-2 fuzzy uncertainty." In Fuzzy Systems (FUZZ-IEEE), 2015 IEEE International Conference on, pp. 1-8. IEEE, 2015.
  • Zubair Ashraf, Pranab K. Muhuri, and QM Danish Lohani. "Particle swam optimization based reliability-redundancy allocation in a type-2 fuzzy environment." In Evolutionary Computation (CEC), 2015 IEEE Congress on, pp. 1212-1219. IEEE, 2015.
  • Zubair Ashraf, Pranab K Muhuri, Q M Danish Lohani, R Nath, "Fuzzy Multi-Objective Reliability Redundancy Allocation Problem", Fuzzy Systems (Fuzz-IEEE), IEEE International Conference on, (pp. 2580-2587), IEEE, 2014
  • Prashant K Gupta, Pranab K Muhuri, "Perceptual Computing Based Performace Control Mechanism for Power efficiency in Mobile Embedded Systems" in Fuzzy Systems (Fuzz-IEEE), IEEE international Conference on, (pp.1654-1661) IEEE. 2014
  • Rahul Nath, Amit K Shukla, Pranab K Muhuri, " Real-Time Power Aware Scheduling for Tasks With Type-2 Fuzzy Timing Constraints", Fuzzy Systems (FUZZ-IEEE), IEEE International Conference on, (pp. 842-849), IEEE, 2014
  • Rahul Nath, Amit K Shukla, Pranab K Muhuri and Q M Danish Lohani, "NSGA-II based Energy Efficient Scheduling in Real-Time Embedded Systems for Tasks with Deadlines and Processing Times as Type-II Fuzzy Numbers", In Fuzzy Systems (FUZZ), 2013 IEEE International Conference on (pp. 1-8). IEEE. 2013
  • Pranab K. Muhuri and K. K. Shukla, "Task Scheduling under Uncertain Timing Constraints in Real-Time Embedded Systems", in Embedded Computing Systems: Applications, Optimization, and Advanced Design, IGI Global, (2013) pp. 211-235
  • Pranab K. Muhuri and K. K. Shukla. Real-Time Scheduling of Periodic Tasks with Processing Times and Deadlines as Parametric Fuzzy Numbers, Journal of Applied Soft Computing , Elsevier Science, Vol.9, No. 3 (2009), pp. 936-946
  • Pranab K. Muhuri and K. K. Shukla. Real-Time Task Scheduling with Fuzzy Uncertainty in Processing Times and Deadlines, Journal of Applied Soft Computing , Elsevier Science, Vol. 8. No.1 (2008), pp. 1-13

Research Interests

  • Computational Intelligence, specially Fuzzy Systems, Evolutionary Algorithms
  • Real-Time Systems,

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