Prof. Kapil Sharma

Professor, Information Technology

Phone:intercom - 3081
Email: kapil@ieee.org

Qualifications

B.E ,M.Tech, Ph.D

Areas of Interest

Artificial Intelligence,Optimization,Evolutionary Computation,Software Engineering, Malware Analysis, Cyber Forensics

  Profile Summary                                                                                                                                                            
  • Prof. Kapil Sharma is a Professor at the Department of Information Technology, Delhi Technological University (formerly Delhi College of Engineering), Delhi, India. He has completed a Computer Science and Engineering Doctorate under the Faculty of Engineering and Technology at the M. D. University, Rohtak (Haryana), India. He has obtained his Bachelor of Engineering and Master of Technology Degrees in Computer Science & Engineering and Information Technology. His research interests include system design, pattern recognition, computer vision and soft computing. He has published more than 100 research papers in referred journals and conferences. He is an IEEE Transactions, Elsevier, Springer and Taylor & Francis journal reviewer. 
Contact Details                                                                                                                                                                   
 Sponsored Projects                                                                                                                                                         
  • DRDO sponsred project on "Malware Analysis"
Honours/Awards                                                                                                                                                               

  • Received a "Premium and Commendable Research Award" in 2021

Patents Awarded                                                                                                                                            
  1. US-10326508-B2 Beam forming method for a transmitting antenna and a device thereof
  2. US-10454553-B2 Beam forming method for a transmitting antenna and a device thereof
  3. WO-2021101333-A1 Method and system for intelligent 3d aerial wireless transmission 
  4. US-10673503-B2 Method and device for performing beam forming
  5. WO-2019235773-A1 Proximity based access control in a communication network 
  6. WO-2021230448-A1 System and method for secure beamforming in wireless communication networks
  7. WO-2021230586-A1 Method and system for beamforming for at least one transmitting antenna in a radio-communication networking environment
  8. WO-2021010760-A1 Method and system for intelligently controlling beamforming for wireless transmission 
  9. WO-2020141921-A1 Honest random number generation and intelligent millimeterwave honest random number generator thereof
  10. US-2021265874-A1 Apparatus and method for transmitting a signal in a wireless power transmitter 
  11. Link: https://patents.google.com/?inventor=kapil+sharma&assignee=Delhi+Technological+University
List of Journals Publications
  1. Sharma, Kapil, and Sandeep Tayal. "Indian smart city ranking model using taxicab distance-based approach." Energy Systems 13.3 (2022): 625-642.
  2. Sharma, Prerna, and Kapil Sharma. "Fetal state health monitoring using novel Enhanced Binary Bat Algorithm." Computers and Electrical Engineering 101 (2022): 108035.
  3. Kumar, Akshi, Kapil Sharma, and Aditi Sharma. "MEmoR: A multimodal emotion recognition using affective biomarkers for smart prediction of emotional health for people analytics in smart industries." Image and Vision Computing 123 (2022): 104483.
  4. Sharma, Prerna, and Kapil Sharma. "A novel quantum‐inspired binary bat algorithm for leukocytes classification in blood smear." Expert Systems 39.3 (2022): e12813.
  5. Mool, Akshay, J. Panda, and Kapil Sharma. "Optimizable face detection and tracking model with occlusion resolution for high quality videos." Multimedia Tools and Applications 81.8 (2022): 10391- 10406.
  6. Sharma, Aditi, Kapil Sharma, and Akshi Kumar. "Real-time emotional health detection using fine-tuned transfer networks with multimodal fusion." Neural Computing and Applications (2022): 1-14.
  7. Sharda, Swati, Mukhtiar Singh, and Kapil Sharma. "A complete consumer behaviour learning model for real-time demand response implementation in smart grid." Applied Intelligence 52.1 (2022): 835-845.
  8. Dhall, Sakshi, Saibal K. Pal, and Kapil Sharma. "A chaos-based probabilistic block cipher for image encryption." Journal of King Saud University-Computer and Information Sciences 34.1 (2022): 1533-1543.
  9. Sharda, Swati, Kapil Sharma, and Mukhtiar Singh. "A real-time automated scheduling algorithm with PV integration for smart home prosumers." Journal of Building Engineering 44 (2021): 102828.
  10. Sharma, Kapil, and Manju Bala. "New failure rate model for iterative software development life cycle process." Automated Software Engineering 28.2 (2021): 9.
  11. Kumar, Akshi, Kapil Sharma, and Aditi Sharma. "Genetically optimized Fuzzy C-means data clustering of IoMT-based biomarkers for fast affective state recognition in intelligent edge analytics." Applied Soft Computing 109 (2021): 107525.
  12. Gupta, Keshav, Gurjit Singh Walia, and Kapil Sharma. "Novel approach for multimodal feature fusion to generate cancelable biometric." The Visual Computer 37 (2021): 1401-1413.
  13. Kumar, Akshi, Kapil Sharma, and Aditi Sharma. "Hierarchical deep neural network for mental stress state detection using IoT based biomarkers." Pattern Recognition Letters 145 (2021): 81-87.
  14. Sharda, Swati, Mukhtiar Singh, and Kapil Sharma. "Demand side management through load shifting in IoT based HEMS: Overview, challenges and opportunities." Sustainable Cities and Society 65 (2021): 102517.
  15. Sharma, Ravi, and Kapil Sharma. "An optimal nuclei segmentation method based on enhanced multiobjective GWO." Complex & Intelligent Systems (2021): 1-14.
  16. Kumar, Ashish, Gurjit Singh Walia, and Kapil Sharma. "Recent trends in multicue based visual tracking: A review." Expert Systems with Applications 162 (2020): 113711.
  17. Sharda, Swati, Mukhtiar Singh, and Kapil Sharma. "RSAM: Robust self-attention based multi-horizon model for solar irradiance forecasting." IEEE Transactions on Sustainable Energy 12.2 (2020): 1394-1405.
  18. Kumar, Ashish, Gurjit Singh Walia, and Kapil Sharma. "A novel approach for multi-cue feature fusion for robust object tracking." Applied Intelligence 50 (2020): 3201-3218.
  19. Kumar, Ashish, Gurjit Singh Walia, and Kapil Sharma. "Real-time visual tracking via multi-cue based adaptive particle filter framework." Multimedia Tools and Applications 79 (2020): 20639-20663.
  20. Walia, Gurjit Singh, et al. "Robust object tracking with crow search optimized multi-cue particle filter." Pattern Analysis and Applications 23 (2020): 1439-1455.
  21. Shahid, Simra, et al. "Devising Malware Characterstics using Transformers." arXiv preprint arXiv:2005.12978 (2020).
  22. Tripathi, Ashish Kumar, et al. "A parallel military-dog-based algorithm for clustering big data in cognitive industrial internet of things." IEEE Transactions on Industrial Informatics 17.3 (2020): 2134-2142.
  23. Gupta, Keshav, Gurjit Singh Walia, and Kapil Sharma. "Quality based adaptive score fusion approach for multimodal biometric system." Applied Intelligence 50 (2020): 1086-1099.
  24. Sharma, Kapil, and Manju Bala. "An ecological space based hybrid swarm-evolutionary algorithm for software reliability model parameter estimation." International Journal of System Assurance Engineering and Management 11 (2020): 77-92.
  25. Dhall, Sakshi, Saibal K. Pal, and Kapil Sharma. "A chaos-based multi-level dynamic framework for image encryption." Internet of Things (IoT) Concepts and Applications (2020): 189-217.
  26. Singh, Adarsh Kumar, et al. "Android malware detection using LSI-based reduced opcode feature vector." Procedia Computer Science 173 (2020): 291-298.
  27. Agrawal, Sachin Kumar, and Kapil Sharma. "Beam forming method for a transmitting antenna and a device thereof." U.S. Patent No. 10,454,553. 22 Oct. 2019.
  28. Suri, Sandeep, Arushi Gupta, and Kapil Sharma. "Comparative analysis of ranking algorithms used on web." Annals of Emerging Technologies in Computing (AETiC), Print ISSN (2020): 2516-0281.
  29. Tripathi, Ashish Kumar, Kapil Sharma, and Manju Bala. "Military Dog Based Optimizer and its Application to Fake Review." arXiv preprint arXiv:1909.11890 (2019).
  30. Tripathi, Ashish Kumar, Kapil Sharma, and Manju Bala. "Parallel hybrid bbo search method for twitter sentiment analysis of large scale datasets using mapreduce." International Journal of Information Security and Privacy (IJISP) 13.3 (2019): 106-122.
  31. Walia, Gurjit Singh, et al. "Unified graph-based multicue feature fusion for robust visual tracking." IEEE transactions on cybernetics 50.6 (2019): 2357-2368.
  32. Agrawal, Sachin Kumar, and Kapil Sharma. "Beam forming method for a transmitting antenna and a device thereof." U.S. Patent No. 10,326,508. 18 Jun. 2019.
  33. Kumar Tripathi, Ashish, Kapil Sharma, and Manju Bala. "Fake review detection in big data using parallel bbo." International Journal of Information Systems & Management Science 2.2 (2019).
  34. Agrawal, S. K., and Kapil Sharma. "5th generation millimeter wave wireless communication propagation losses dataset for indian metro cities based on corresponding weather conditions." Data in brief 23 (2019): 103564.
  35. Sharma, Kapil, and Sandeep Tayal. "Indian smart city ranking model." International Journal of Recent Technology and Engineering 8.2 (2019): 4820-4832.
  36. Agrawal, S. K., and Kapil Sharma. "Millimeter Wave Channel Capacity for 5th Generation Software Defined Radio Communication System in Vegetation Area." International Journal of Sensors Wireless Communications and Control 8.3 (2018): 172-184.
  37. Tripathi, Ashish Kumar, Kapil Sharma, and Manju Bala. "A novel clustering method using enhanced grey wolf optimizer and mapreduce." Big data research 14 (2018): 93-100.
  38. Walia, Gurjit Singh, et al. "Robust stego-key directed LSB substitution scheme based upon cuckoo search and chaotic map." Optik 170 (2018): 106-124.
  39. Tripathi, Ashish Kumar, Kapil Sharma, and Manju Bala. "Dynamic frequency based parallel k-bat algorithm for massive data clustering (DFBPKBA)." International Journal of System Assurance Engineering and Management 9 (2018): 866-874.
  40. Dhall, Sakshi, Saibal K. Pal, and Kapil Sharma. "Cryptanalysis of image encryption scheme based on a new 1D chaotic system." Signal processing 146 (2018): 22-32.
  41. Tayal, Sandeep, Nishant Nagwal, and Kapil Sharma. "Role of big data in make in India." Progress in Advanced Computing and Intelligent Engineering: Proceedings of ICACIE 2016, Volume 2. Springer Singapore, 2018.
  42. Agrawal, S. K., and Kapil Sharma. "Intelligent Software Defined Atmospheric Effect Processing for 5th Generation (5G) Millimeter Wave (MMWave) Communication System." IJ Wireless and Microwave Techniques (2018).
  43. Sharma, Kapil, and Sanchi Girotra. "Parallel bat algorithm using mapreduce model." International Journal of Information Technology and Computer Science (IJITCS) 9.11 (2017): 72-78.
  44. Garg, Rakesh, R. Sharma, and Kapil Sharma. "MCDM based evaluation and ranking of commercial offthe-shelf using fuzzy based matrix method." Decision Science Letters 6.2 (2017): 117-136.
  45. Agrawal, S., and Kapil Sharma. "Software defined millimeter wave 5th generation communications system." Appl. Theory Computer Technol 2 (2017).
  46. Garg, Rakesh, R. Sharma, and Kapil Sharma. "Ranking and selection of commercial off-the-shelf using fuzzy distance based approach." Decision Science Letters 5.2 (2016): 201-210.
  47. SHARMA, TANU. SOFTWARE BUG LOCALIZATION USING TOPIC MODELS. Diss. 2016.
  48. Garg, Rakesh, et al. "Identification, selection and evaluation of COTS selection criteria using Fuzzy Set Theory." International Journal of Computing & ICT Research 9.2 (2015).
  49. Kaswan, Kuldeep Singh, Sunita Choudhary, and Kapil Sharma. "Software reliability modeling using soft computing techniques: Critical review." Journal of Information Technology and Software Engineering 5 (2015): 144.
  50. Kaswan, Kuldeep Singh, Sunita Choudhary, and Kapil Sharma. "A new classification and applicability of software reliability models." International Journal of Avance Research in Computer Science and Management Studies 2.7 (2014).
  51. Garg, Ramesh Kumar, et al. "Ranking of software engineering metrics by fuzzy‐based matrix methodology." Software Testing, Verification and Reliability 23.2 (2013): 149-168.
  52. Sharma, Kapil, et al. "Selection of optimal software reliability growth models using a distance based approach." IEEE Transactions on Reliability 59.2 (2010): 266-276.
  53. Garg, RajPal, et al. "Performance analysis of software reliability models using matrix method." International Journal of Computer and Information Engineering 4.11 (2010): 1646-1653.
  54. Sharma, Kapil, and S. K. Agrawal. "5G Millimeter Wave Propagation with Intelligent Grid Selection for Obstacle Avoidance." system 8: 12.
  55. Agrawal, S. K., and Kapil Sharma. "Software Defined Internet of Things (IoT) in 5G Millimeter Wave (mmWave) Communication System." International Journal of Advance Reseach in Science and Engineering 6: 185-192.
  56. Kumar, Ashish, Gurjit Singh Walia, and Kapil Sharma. "A Novel Approach to Overcoming Sample Impoverishment Problem of Particle Filter Using Chaotic Crow Search Algorithm." IUP Journal of Information Technology 16.1 (2020).
  57. Kumar, Ashish, Gurjit Singh Walia, and Kapil Sharma. "Robust object tracking based on adaptive multicue feature fusion." Journal of Electronic Imaging 29.6 (2020): 063001-063001

List of Conference Publications

  1. Tanwar, Vidhu, and Kapil Sharma. "Multi-Model Fake News Detection based on Concatenation of Visual Latent Features." 2020 International Conference on Communication and Signal Processing (ICCSP). IEEE, 2020.
  2. Gupta, Arushi, and Kapil Sharma. "Ranking of countries using world development indicators: A computational approach." 2020 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT). IEEE, 2020.
  3. Suri, Sandeep, Kapil Sharma, and Sachin Papneja. "Frustration detection on reviews using machine learning." 2020 International Conference for Emerging Technology (INCET). IEEE, 2020.
  4. Gupta, Keshav, Gurjit Singh Walia, and Kapil Sharma. "Multimodal biometric system using grasshopper optimization." 2019 international conference on computing, communication, and intelligent systems (ICCCIS). IEEE, 2019.
  5. Suri, Sandeep, Arushi Gupta, and Kapil Sharma. "Comparative study of ranking algorithms." 2019 International Conference on Computing, Electronics & Communications Engineering (iCCECE). IEEE, 2019.
  6. Sharma, Kapil, and Deepakshi Jain. "Consensus algorithms in blockchain technology: A survey." 2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT). IEEE, 2019.
  7. Singh, Vaibhav, and Kapil Sharma. "Empirical Analysis of Shallow and Deep Architecture Classifiers on Emotion Recognition from Speech." 2019 6th IEEE International Conference on Cyber Security and Cloud Computing (CSCloud)/2019 5th IEEE International Conference on Edge Computing and Scalable Cloud (EdgeCom). IEEE, 2019.
  8. Agrawal, S. K., and Kapil Sharma. "5G Millimeter Wave (mmWave) communication system with software defined radio (SDR)." Proceedings of the International Conference on Recent Trends in Engineering & Science (ICRTES-16), 29th–30th September. 2016.
  9. Sharma, Kapil. "Quality issues with big data analytics." 2016 3rd International Conference on Computing for Sustainable Global Development (INDIACom). IEEE, 2016.
  10. Gupta, Awijit, Arjun Gupta, and Kapil Sharma. "Clustering based feature selection methods from fMRI data for classification of cognitive states of the human brain." 2016 3rd International Conference on Computing for Sustainable Global Development (INDIACom). IEEE, 2016.
  11. Girotra, Sanchi, and Kapil Sharma. "Tuning of software cost drivers using BAT algorithm." 2016 3rd International Conference on Computing for Sustainable Global Development (INDIACom). IEEE, 2016.
  12. Gupta, Shrey, and Kapil Sharma. "Optimization of revenue generated by hydro power plant by Bat Algorithm (BA)." 2016 3rd International Conference on Computing for Sustainable Global Development (INDIACom). IEEE, 2016.
  13. Sharma, Tanu, Kapil Sharma, and Tapan Sharma. "Software bug localization using pachinko allocation model." 2016 3rd International Conference on Computing for Sustainable Global Development (INDIACom). IEEE, 2016.
  14. Agrawal, Sachin Kumar, and Kapil Sharma. "5G millimeter wave (mmWave) communications." 2016 3rd international conference on computing for sustainable global development (INDIACom). IEEE, 2016.
  15. Tayal, Sandeep, Sushil Kumar Goel, and Kapil Sharma. "A comparative study of various text mining techniques." 2015 2nd International Conference on Computing for Sustainable Global Development (INDIACom). IEEE, 2015.
  16. Tripathi, Ashish, and Kapil Sharma. "Improving software quality based on relationship among the change proneness and object oriented metrics." 2015 2nd International Conference on Computing for Sustainable Global Development (INDIACom). IEEE, 2015.
  17. Kashyap, Satyam, Ashish Tripathi, and Kapil Sharma. "Analysis and ranking of software engineering metrics." 2015 2nd International Conference on Computing for Sustainable Global Development (INDIACom). IEEE, 2015.
  18. Kaswan, Kuldeep Singh, Sunita Choudhary, and Kapil Sharma. "5unified software development process based classification of software reliability models." 2015 2nd International Conference on Computing for Sustainable Global Development (INDIACom). IEEE, 2015.
  19. Kaswan, Kuldeep Singh, Sunita Choudhary, and Kapil Sharma. "Applications of artificial bee colony optimization technique: Survey." 2015 2nd International Conference on Computing for Sustainable Global Development (INDIACom). IEEE, 2015.
  20. Khalid, Bushra, and Kapil Sharma. "Ranking of software reliability growth models using Bacterial Foraging Optimization Algorithm." 2015 2nd International Conference on Computing for Sustainable Global Development (INDIACom). IEEE, 2015.
  21. Gupta, Neha, and Kapil Sharma. "Optimizing intermediate COCOMO model using BAT algorithm." 2015 2nd International Conference on Computing for Sustainable Global Development (INDIACom). IEEE, 2015.
  22. Bhatega, Aditi, and Kapil Sharma. "Secure cancelable fingerprint key generation." 2014 6th IEEE Power India International Conference (PIICON). IEEE, 2014.
  23. Dhall, Sakshi, Saibal K. Pal, and Kapil Sharma. "Improvised block cipher customized for multimedia security." 2014 6th IEEE Power India International Conference (PIICON). IEEE, 2014.
  24. Tripathi, Ashish Kumar, and Kapil Sharma. "Optimizing testing efforts based on change proneness through machine learning techniques." 2014 6th IEEE Power India International Conference (PIICON). IEEE, 2014.
  25. Jatana, Nishtha, and Kapil Sharma. "Bayesian spam classification: Time efficient radix encoded fragmented database approach." 2014 International Conference on Computing for Sustainable Global Development (INDIACom). IEEE, 2014.
  26. Jatana, Nishtha, and Kapil Sharma. "Bayesian spam classification: Time efficient radix encoded fragmented database approach." 2014 International Conference on Computing for Sustainable Global Development (INDIACom). IEEE, 2014.
  27. Dhall, Sakshi, Saibal K. Pal, and Kapil Sharma. "New lightweight conditional encryption schemes for multimedia." Proceedings of the Third International Conference on Soft Computing for Problem Solving: SocProS 2013, Volume 1. Springer India, 2014.
  28. Sharda, Swati, Kapil Sharma, and Mukhtiar Singh. "False Data Injection and Detection in Smart Grid Cyber-Physical Systems by Iterative Load Flow Analysis." Advances in Information Communication Technology and Computing: Proceedings of AICTC 2021. Singapore: Springer Nature Singapore, 2022. 245-257.
  29. Dhall, Sakshi, Saibal K. Pal, and Kapil Sharma. "A new chaotic-primitive and its application in customizing AES for lightweight multimedia encryption." 2016 3rd International Conference on Computing for Sustainable Global Development (INDIACom). IEEE, 2016.
  30. Verma, Prashant, Gurjit Singh Walia, and Kapil Sharma. "Highly Scalable Block Cipher Encryption in MapReduce-Based Distribution System." Proceedings of International Conference on IoT Inclusive Life (ICIIL 2019), NITTTR Chandigarh, India. Springer Singapore, 2020.
  31. Verma, Prashant, Kapil Sharma, and Gurjit Singh Walia. "Depression detection among social media users using machine learning." International Conference on Innovative Computing and Communications: Proceedings of ICICC 2020, Volume 1. Springer Singapore, 2021.
  32. Kumar, Ashish, Gurjit Singh Walia, and Kapil Sharma. "Real-time multi-cue object tracking: benchmark." Proceedings of International Conference on IoT Inclusive Life (ICIIL 2019), NITTTR Chandigarh, India. Springer Singapore, 2020

Last Updated : 2024-03-18 08:48:19