Dr. Sushil Kumar

Assistant Professor

Department of Computer Science And Engineering

National Institute of Technology, Warangal - 506004, Telangana, INDIA

: kumar.sushil@nitw.ac.in

: 9557677251

Interests: Soft Computing, Metaheuristics, Image Processing

B.Tech   - Received in Computer Science and Engineering from UPTU Lucknow in 2006.

M.Tech - Received in Computer Science and Engineering from Maulana Azad National Institute of Technology Bhopal, Bhopal  in 2008.

Ph.D.    -  Received from  IIT Roorkee in 2014.  

Course Taught Previously

  •  Compiler Construction
  • Operating Systems

Publications

Published articles in reputed Journals

 [1] Sushil Kumar, Pravesh Kumar, Tarun Kumar Sharma, Millie Pant, (2013). Bi-level thresholding using PSO, Artificial Bee Colony and MRLDE embedded with Otsu Method. Memetic Computing, Springer-Verlag Berlin Heidelberg, DOI 10.1007/s12293-013-0123-5, pp. 323-334.(SCI(E)) Impact Factor-2.674. [1865-9284]

[2] Sushil Kumar, Millie Pant, Manoj Kumar, Aditya Dutt, (2015). Colour Image Segmentation with Histogram And Homogeneity Histogram Difference Using Evolutionary Algorithms. International Journal of Machine Learning and Cybernetics, Springer (SCI(E)). Impact Factor-3.844 [ 1868-8071]. https://doi.org/10.1007/s13042-015-0360-7.pp 1-21.

[3] Meera Ramadas**, Sushil Kumar, Millie Pant, Ajith Abraham, (2016), Segmentation of Weather Radar image based on hazard severity using RDE - Reconstructed mutation strategy for Differential Evolution Algorithm, Neural Computing and Applications (NCAA),Springer (SCI)(Impact Factor-4.644).[ACCEPTED][ 1433-3058]. https://doi.org/10.1007/s00521-017-3091-8, pp 1-9.

[4] Kamanasish Bhattacharjee*, Sushil Kumar, Hari Mohan Pandey and Millie Pant.,(2017) "An Improved Block Matching Algorithm for Motion Estimation in Video Sequences and Robotics" Computers and Electrical Engineering, Elsevier Journal (SCI, Thomson Reuter Impact Factor = 2.189).

[5]Anshika Sharma*, Sushil Kumar (2018). Brain Tumor Segmentation using DE Embedded OTSU method and Neural Network, Multidimensional Systems and Signal Processing, Springer. (SCI) [IF-2.388].

[6] Sushil Kumar, Millie Pant, Amiya .Kumar Ray (2014). DE-IE: Differential Evolution for Color Image Enhancement, International Journal of Systems Assurance Engineering and Management (IJSA); Springer [ 0975-6809 ]. . https://doi.org/10.1007/s13198-014-0278-6, pp 1-12.

[7] Meera Ramadas**, Millie Pant, Ajith Abraham, Sushil Kumar (2016). ssFPA/DE-An Efficient Hybrid Differential Evolution - Flower Pollination Algorithm based approach, International Journal of System Assurance Engineering and Management, Springer. https://doi.org/10.1007/s13198-016-0534-z, pp 1-14.

[8] Hira Zaheer, Millie Pant, Sushil Kumar, Monakhov, O., Monakhov, E., Deep, K., (2014). A new guiding force strategy for differential evolution, International Journal of System Assurance Engineering and Management; Springer, DOI 10.1007/s13198-014-0322-6, pp 1-14.

[9] Meera Ramadas**, Ajith Abraham, Sushil Kumar (2016), ReDE- A Revised mutation strategy for Differential Evolution Algorithm, International Journal of Intelligent Engineering and Systems, Vol.9, No.3. [ 2185-3118 ].

[10] Meera Ramdas**, Ajith Abraham, Sushil Kumar (2016), FSDE-Forced Strategy Differential Evolution used for Data Clustering, Journal of King Saud University-Computer and Information Sciences, ELSEVIER. [1319-1578]. https://doi.org/10.1016/j.jksuci.2016.12.005, pp 1-11.

[11] Sushil Kumar, Millie Pant, Amiya Kumar Ray, (2012). 2D Maximum Entropy Method for Image Thresholding Converge with Differential Evolution, Advances in Mechanical Engineering and its Applications(AMEA), vol.2(3), pp.189-192. [2167-6380]

[12] Sushil Kumar, Millie Pant, Amiya Kumar Ray, (2013). A comparison of Differential Evolution, Particle Swarm Optimization, Artificial Bee Colony and Cuckoo Search for multilevel thresholding of waste wood. Computer Methods in Materials Science 13, 1-6. [1641-8581].

[12] Parvesh Kumar, Sushil Kumar, Millie Pant, (2012). Interpolation based mutation variants of Differential Evolution. International Journal of Applied Evolutionary Computation 3. 34-50. [1942-3594]

Published articles in International Conferences

[1] Sushil Kumar, Millie Pant, Amiya Kumar Ray, (2011). Differential Evolution Embedded Otsu's method for optimized image thresholding. In proceedings World Congress on Information and Communication Technologies, WICT-2011, IEEE, 325-329. [978-1-4673-0126-8].

[2] Sushil Kumar, Millie Pant, Amiya Kumar Ray, (2012). Segmentation of CT lung Images based on 2D Otsu optimized by Differential Evolution. In proceedings Soft computing for problem solving, SocProS-2012, Springer India, 891-902. [978-81-322-0490-9]

[3] Pravesh Kumar, Sushil Kumar, Millie Pant, (2012). Gray level image enhancement by improved Differential Evolution algorithm. In proceedings Seventh International Conference on Bio-Inspired Computing, BICTA-2012, Springer. [978-81-322-1040-5].

[4] Amritpal Singh, Sushil Kumar, (2016) Differential Evolution: An Overview, Advances in Intelligent Systems and Computing, pp. 209-217.

[5] Kapil Patidar*, Manoj Kumar, Sushil Kumar, (2016) Performance Analysis of DE over K-Means Proposed Model of Soft Computing, Advances in Intelligent Systems and Computing, pp. 507-519.

[6] Priyanka Tyagi*, Abhishek Mehrotra, Shanu Sharma, Sushil Kumar (2016), Audio Pattern Recognition and Mood Detection System, Advances in Intelligent Systems and Computing, pp. 321-332.

[7] Apoorva Gupta*, Manoj Kumar, Sushil Kumar (2016). A Novel Approach for Market Prediction using Differential Evolution & Genetic Algorithm, Advances in Intelligent Systems and Computing, pp. 377-390.

[8] Radhika Maheshwari*, Manoj Kumar, Sushil Kumar (2016). Optimization of feature selection in face recognition system using differential evolution and genetic algorithm, Advances in Intelligent Systems and Computing, pp. 363-374.

[9] Pravesh Kumar, Dimple Singh, Sushil Kumar, (2015). MRLDE for Solving Engineering Optimization Problems, (ICCCA2015), pp.760-764. [978-1-5090-1666-2]. IEEE.

[10] Meera Ramadas**, Ajith Abraham, Sushil Kumar (2016). RDE-Reconstructed mutation Strategy for Differential Evolution, SoCPAR-2016. [978-3-319-60618-7]. IEEE

[11] Meera Ramadas**, Millie Pant, Ajith Abraham, Sushil Kumar (2016). Using data clustering on ssFPA/DE- a search strategy Flower Pollination Algorithm with Differential Evolution, NaBIC (Nature and Biologically Inspired Compting-2016, Marrakech, Morocco.[ 978-3-319-52941-7].

[12] Abhishek Dixit**, Sushil Kumar, Millie Pant, Rohit Bansal (2017), Hybrid Nature-Inspired Algorithms: Methodologies, Architecture, and Reviews, ASISA-2016, Advs in Intelligent Syst., Computing, vol. -628, [978-981-10-5271-2].

[13] Rashim Bhardawaj*, Kirti Dang, Subhash Chand Gupta, Sushil Kumar (2017). Review on Human Activity Recognition Using Soft Computing, Soft Computing: Theories and Applications pp 783-790.

[14] Arti Tiwari*, Kamnasheesh Bhattacharjee*, Mille Pant, Sushil Kumar (2018). Methods To Choose The �??Best-Fit�?? Patch In Patch-Based Texture Synthesis Algorithm, Advances in Intelligent Systems and Computing, 584, pp. 617-623.

[15] Kamnasheesh Bhattacharjee*, Arti Tiwari*, Sushil Kumar (2018). Block Matching Algorithm Based On Hybridization Of Harmony Search And Differential Evolution For Motion Estimation In Video Compression, Advances in Intelligent Systems and Computing, 584, pp. 625-635.

[16] Divyansh Chopra, Sharma, E., Garg, A., Sushil Kumar (2018). Comparison Between Gaming Consoles And Their Effects On Children, Advances in Intelligent Systems and Computing, 584, pp. 577-583.

[17] Ruchika Chaudhary, Anuj Patel, Sushil Kumar, Sanjeev Tomar (2017). Edge Detection using Particle Swarm Optimization Technique, International Conference on Computing, Communication and Automation (ICCCA), pp. 363-367.

[18] Aakanksha Mahajan**, Sushil Kumar, Rohit Bansal (2017). Diagnosis Of Diabetes Mellitus Using Pca And Genetically Optimized Neural Network, International Conference on Computing, Communication and Automation (ICCCA). pp 334-338

[19] Sushil Kumar, Millie Pant, Abhishek Dixit, Rohit Bansal (2017). BBO-DE: Hybrid algorithm based on BBO and DE, International Conference on Computing, Communication and Automation (ICCCA). pp 379-383

[20] Arti Tiwari*, Sushil Kumar, Subhash Chand Gupta; Millie Pant (2017). Patch-Based Texture Synthesis Using Differential Evolution, 2017 8th International Conference on Computing, Communication and Networking Technologies (ICCCNT), pp. 1-7.

[21] Smriti Sehgal**, Sushil Kumar, Hima Bindu(2017). Remotely sensed image thresholding using OTSU & differential evolution approach, 7th International Conference on Cloud Computing, Data Science & Engineering - Confluence, pp. 138-142

[22] Meera Ramadas**, Sushil Kumar (2016). An Efficient Hybrid Approach Using Differential Evolution And Flower Pollination Algorithm, 6th International Conference - Cloud System and Big Data Engineering (Confluence), pp. 59-64.

[23] Abhishek Dxit**, Sushil Kumar, Millie Pant, Rohit Bansal (2018). Multilevel Image Thresholding Established on Fuzzy Entropy using Differential Evolution, HIS-2017, Springer.

*M.Tech Students
**Ph.D. Students

PHDs Supervised

One Ph.D. has awarded under my guidance the details of the Ph.D. supervised are as follows:

Student Name : Mrs Meera Ramdas

Topic of Thesis :  Variants of Metaheuristics and their Application on Clustering 

Co-Guide : Dr. Ajith Abraham, MIR LABS, USA

Workshops/Conferences

1. Attend an International Conference KomPlasTech-2013, held in Zakopane, Poland as a plenary speaker. Air-fare was fully funded from CSIR Delhi.
2. Attend an International conference WICT-2011, held in Mumbai University, Mumbai (Maharashtra), INDIA.
3. Volunteered an international conference SOCPROS-2011, held in IIT Roorkee, Roorkee (Uttarakhand), INDIA.
4. Attend an international conference IRAFIT-2012, held in Punjabi University, Patiala (Punjab), INDIA.
5. Attend BICTA-2012, held in IIITM, Gwalior (Madhya Pradesh), INDIA as a volunteer.
6. Joint Organizing Secretary in SocProS-2015 held in Saharanpur Campus of IIT Roorkee, Roorkee.

Projects

 

Awards and Honors

 

Additional Responsibility