Artificial Intelligence, Data Mining, Machine Learning, Soft Computing

13 years

Artificial Intelligence, Machine Learning, Data Mining, Soft Computing

1. Research project from SERB, Department of Science & Technology (DST), New Delhi Govt. of India, Grant Amount - Rs. 19,06,000/- (initial allotment). (Status: Completed)
2. Research project from DRDO, Ministry of Defence, Govt. of India, Grant Amount - Rs. 10,00,000/- (initial allotment). (Status: On-Going)
3. Research project from ICSSR, Ministry of Education, Govt. of India, Grant Amount - Rs. 5,00,000/- (initial allotment). (Status: Completed)

International Publications

1. Nayak, Janmenjoy, Bighnaraj Naik, and Himansu Sekhar Behera. "Solving nonlinear classification problems with black hole optimisation and higher order Jordan Pi-sigma neural network: a novel approach." International Journal of Computational Systems Engineering 2, no. 4 (2016): 236-251. (Inderscience)
2. Naik, Bighnaraj, Janmenjoy Nayak, Himansu Sekhar Behera, and Ajith Abraham. "An improved harmony search-based functional link higher order ANN for nonlinear data classification." International Journal of Intelligent Systems Design and Computing 1, no. 3-4 (2017): 286-318. (Inderscience)
3. Naik, Bighnaraj, Janmenjoy Nayak, and Himansu Sekhar Behera. "An efficient FLANN model with CRO-based gradient descent learning for classification." International Journal of Business Information Systems 21, no. 1 (2016): 73-116. (Inderscience)
4. Naik, Bighnaraj, Janmenjoy Nayak, and H. S. Behera. "FLANN+ BHO: A Novel Approach for Handling Nonlinearity in System Identification." International Journal of Rough Sets and Data Analysis (IJRSDA) 5, no. 1 (2018): 13-33. (IGI Global)
5. Kanungo, D. P., Janmenjoy Nayak, Bighnaraj Naik, and Himansu Sekhar Behera. "Hybrid clustering using elitist teaching learning-based optimization: an improved hybrid approach of TLBO." International Journal of Rough Sets and Data Analysis (IJRSDA) 3, no. 1 (2016): 1-19. (IGI Global)
6. A. Mishra, S.K. Srichandan, Bighnaraj Naik. “Missing Value Imputation Using ANN Optimized by Genetic Algorithm”. International Journal of Applied Industrial Engineering, IGI Global (Accepted, In Press)
7. Nayak, Janmenjoy, Bighnaraj Naik, and H. Behera. "A comprehensive survey on support vector machine in data mining tasks: applications & challenges." International Journal of Database Theory and Application 8, no. 1 (2015): 169-186.
8. Das, Himansu, Bighnaraj Naik, Bibudendu Pati, and Chhabi Rani Panigrahi. "A survey on virtual sensor networks framework." International Journal of Grid Distribution Computing 7, no. 5 (2014): 121-130. (SCIE)
9. Pelusi, Danilo, Raffaele Mascella, Luca Tallini, Janmenjoy Nayak, Bighnaraj Naik, and Ajith Abraham. "Neural network and fuzzy system for the tuning of Gravitational Search Algorithm parameters." Expert Systems with Applications 102 (2018): 234-244. (Elsevier) (SCI)
10. Nayak, Janmenjoy, Bighnaraj Naik, Himansu Sekhar Behera, and Ajith Abraham. "Hybrid chemical reaction based metaheuristic with fuzzy c-means algorithm for optimal cluster analysis." Expert Systems with Applications 79 (2017): 282-295. (Elsevier) (SCI)
11. Nayak, Janmenjoy, Bighnaraj Naik, H. S. Behera, and Ajith Abraham. "Elitist teaching–learning-based optimization (ETLBO) with higher-order Jordan Pi-sigma neural network: a comparative performance analysis." Neural Computing and Applications: 1-24. (Springer) (SCI)
12. Naik, Bighnaraj, Janmenjoy Nayak, Himansu Sekhar Behera, and Ajith Abraham. "A self adaptive harmony search based functional link higher order ANN for non-linear data classification." Neurocomputing 179 (2016): 69-87. (Elsevier) (SCI)
13. Nayak, Janmenjoy, and Bighnaraj Naik. "A Novel Honey-Bees Mating Optimization Approach with Higher order Neural Network for Classification." Journal of Classification (2018): 1-38. (SCI)
14. Nayak, Janmenjoy, Bighnaraj Naik, D. P. Kanungo, and H. S. Behera. "A hybrid elicit teaching learning based optimization with fuzzy c-means (ETLBO-FCM) algorithm for data clustering." Ain Shams Engineering Journal (2016). (Elsevier)
15. Naik, Bighnaraj, Janmenjoy Nayak, and H. S. Behera. "A TLBO based gradient descent learning-functional link higher order ANN: An efficient model for learning from non-linear data." Journal of King Saud University-Computer and Information Sciences, Volume 30, Issue 1, Pages 120-139 (January 2018). (Elsevier)
16. Naik, Bighnaraj, Janmenjoy Nayak, and Himansu Sekhar Behera. "A global-best harmony search based gradient descent learning FLANN (GbHS-GDL-FLANN) for data classification." Egyptian Informatics Journal 17, no. 1 (2016): 57-87. (Elsevier)
17. Nayak, Janmenjoy, Bighnaraj Naik, and H. S. Behera. "A novel nature inspired firefly algorithm with higher order neural network: performance analysis." Engineering Science and Technology, an International Journal 19, no. 1 (2016): 197-211. (Elsevier)
18. Nayak, Janmenjoy, Bighnaraj Naik, and H. S. Behera. "A novel chemical reaction optimization based higher order neural network (CRO-HONN) for nonlinear classification." Ain Shams Engineering Journal 6, no. 3 (2015): 1069-1091. (Elsevier)
19. Mahapatra, Sarita, Alok Kumar Jagadev, and Bighnaraj Naik. "Performance Evaluation of PSO Based Classifier for Classification of Multidimensional Data with Variation of PSO Parameters in Knowledge Discovery Database." International Journal of Advanced Science and Technology 34 (2011): 27-44.

1. Program Chair of International Conference on Computational Intelligence in Pattern Recognition (ICCIPR 2019), 19th – 20th January, 2019, at Indian Institute of Engineering Science and Technology (IIEST), Shibpur
2. Organizing Chair of International Conference ICCIDM-2018, 15th – 16th December, 2018, at VSSUT, Burla
3. Convenor of International Conference ICCIDM-2017, 11th – 12th November, 2017, at VSSUT, Burla
4. Program Committee member in International Conference on Computing Analytics and Networking (ICCAN - 2017), 16-17 Dec 2017 at KIIT University.
5. Session Chair in International Conference on Soft Computing in Data Analytics (ICSCDA-2018), 10-11 March 2018 at Sri Sivani College of Engineering, Srikakulam, Andhra Pradesh, India.
6. Session Chair in International Conference on Computing Analytics and Networking (ICCAN - 2017), 16-17 Dec 2017 at KIIT University.
7. Publicity Chair in International Conference on Computational Intelligence in Data Mining-2014 (Springer), 20th Dec 2014 to 21st Dec 2014, VSSUT, Burla.
8. Session Chair in International Conference on Computational Intelligence in Data Mining-2015 (Springer),05th Dec 2015 to 06th Dec 2015, Roland Institute of Technology, Berhampur.
9. Member of Publicity Committee in Internet of Things devices and sensor networks – 2016 (Workshop), 22nd Oct 2016 to 23rd Oct 2016, VSSUT, Burla.
10. Session Chair in International Conference on Computational Intelligence in Data Mining-2016 (ICCIDM-2016) (Springer), 10th Dec 2016 to 11th Dec 2016, KIIT, Bhubaneswar.
11. Member of Publicity Committee in Ubiquitous Computing – 2016 (Workshop), 31st Jan 2016 to 31st Jan 2016, VSSUT, Burla.
12. Organizing Member in International Conference on Computational Intelligence in Data Mining-2014 (Springer), 20th Dec 2014 to 21st Dec 2014, VSSUT, Burla.

1. PIC, Automation, VSSUT, Burla, from 2024 to Continue.
2. PIO, RTI Cell, VSSUT, Burla, from March 2024 to July 2024.
3. IQAC Core Committee Member, VSSUT, Burla, from 2024 to Continue.
4. Departmental Academic Committee (DAC) member, Dept. of Computer Application, VSSUT, Burla, from 2017 to 2024.
5. Conducting Board Member, Dept. of Computer Application, VSSUT, Burla, from 2017 to 2024
6. Doctoral Research Committee (DRC) member VSSUT, Burla, from 2017 to Continuing.
7. Member in NBA for Computer Application dept., VSSUT, Burla, from 2014 to 2024.
8. Screening team member (Expert) NIELIT, Govt. of India NIELIT, Govt. Of India from Dec-2015 to Jan-2016
9. NAAC working member for Computer Application dept., VSSUT, Burla from 2015 to 2024.
10. Committee member in Global Alumni meet of the University VSSUT, Burla, from 2013 to 2014.
11. Member in Anti-ragging Committee for the University, VSSUT, Burla, from 2015 to 2016.
12. Laboratory In-Charge in Computer Application dept., VSSUT, Burla, from Jan 2017 to Continued.
13. Faculty Advisor and organizing committee member in Dept. Tech. Fest. ADHRIT-2015 for Computer Application dept., VSSUT, Burla, from 2014 to 2015.
14. Faculty Advisor and organizing committee member in Dept. Tech. Fest. ADHRIT-2013 for Computer Application dept., VSSUT, Burla, from 2012 to 2013.
15. Member of University Canteen Committee, continuing from 2018

• Guest Editor of International Journal of Computational Intelligence Studies, Inderscience Publication, Switzerland
• Guest Editor of Neural Computing and Application (Journal), Springer Publication, USA
• Guest Editor of Int. J. of Swarm Intelligence, Inderscience Publication, Switzerland
• Guest Editor of Evolutionary Intelligence (Journal), Springer Publication, USA
• Guest Editor of International Journal of Computational Systems Engineering, Inderscience Publication, Switzerland
• Editor of AISC Springer Proceeding of International Conference ICCIDM-2017, at VSSUT, Burla, Odisha.
• Editor of AISC Springer Proceeding of International Conference ICCIDM-2018, at VSSUT, Burla, Odisha.
• Editor of AISC Springer Proceeding of International Conference CIPR-2018, at IIEST Sibpur, West Bengal.