60 Years of Excellence
Home | Contact Us | Webmail
Quick Links

Dr. Bighnaraj Naik  [Computer Application]

Bighnaraj Naik
Name : Dr. Bighnaraj Naik
Designation : Assistant Professor
Phone No. : +91-9439152272
Email Id : mailtobnaik@gmail.com, bnaik_mca@vssut.ac.in
Date of Joining : 18-12-2012
  • Qualification

    Ph.D. (Veer Surendra Sai University of Technology, Burla, Odisha), M.Tech. (Institute of Technical Education & Research, SOA University Odisha), B.E. (National Institute of Science & Technology, BPUT, Odidha)
  • Specialization

    Machine Learning, Soft Computing, Data Mining
  • Experience

    8 years
  • Subject Teaching

    Graduate Level

    : Automata Theory, Compiler Design, Artificial Intelligence, Object Oriented Programming using C++

    Post Graduate Level

    : Automata Theory, Compiler Design, Artificial Intelligence, Object Oriented Programming using C++
  • Research Area

    Data Mining, Soft Computing, Machine Learning
  • Research Guidance

    DATA TO BE UPDATED...
  • Awards & Honours

    DATA TO BE UPDATED...
  • Members of Professional Bodies

    Member of International Association of Engineers, Hong Kong (Membership No. 115149). Registered as a member in the society of Artificial Intelligence, Computer Science and Data Mining
  • Sponsored Projects & Consultancy

    DATA TO BE UPDATED...
  • Publications (
    International Publications:
    17,
    Conferences:
    17)

    International Publications

    1."A self adaptive harmony search based functional link higher order ANN for non-linear data classification." Neurocomputing 179 (2016): 69-87. (ELSEVIER) (SCI Indexed, Impact Factor -2.292)
    2."Elitist teaching–learning-based optimization (ETLBO) with higher-order Jordan Pi-sigma neural network: a comparative performance analysis." Neural Computing and Applications (2016): 1-24. (SPRINGER) (SCI Indexed, Impact Factor -1.6)
    3.“Hybrid Chemical Reaction based Metaheuristic with Fuzzy c-means Algorithm for Optimal Cluster Analysis”, Expert Systems with Applications (Accepted) (ELSEVIER) (SCI Indexed, Impact Factor -2.981)
    4."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 (2016). (ELSEVIER) (SCOPUS Indexed)
    5."A Global-best Harmony Search based Gradient Descent Learning FLANN (GbHS-GDL-FLANN) for data classification." Egyptian Informatics Journal 17.1 (2016): 57-87. (ELSEVIER)
    6."A hybrid elicit teaching learning based optimization with fuzzy c-means (ETLBO-FCM) algorithm for data clustering." Ain Shams Engineering Journal (2016). (ELSEVIER)
    7."A novel chemical reaction optimization based higher order neural network (CRO-HONN) for nonlinear classification." Ain Shams Engineering Journal 6.3 (2015): 1069-1091 (ELSEVIER)
    8."A novel nature inspired firefly algorithm with higher order neural network: Performance analysis." Engineering Science and Technology, an International Journal 19.1 (2016): 197-211. (ELSEVIER)
    9."An efficient FLANN model with CRO-based gradient descent learning for classification." International Journal of Business Information Systems 21.1 (2016): 73-116. (SCOPUS Indexed) (INDERSCIENCE)
    10.“An improved harmony search-based functional link higher order ANN for nonlinear data classification”, Int. J. Intelligent Systems design and Computing. (In Press) (INDERSCIENCE)
    11.“Solving nonlinear classification problems with black hole optimization and higher order Jordan Pi-sigma neural network: a novel approach”, Int. J. Computational Systems Engineering, Vol. 2, No. 4, 2016. (INDERSCIENCE)
    12."Hybrid Clustering using Elitist Teaching Learning-Based Optimization: An Improved Hybrid Approach of TLBO." International Journal of Rough Sets and Data Analysis (IJRSDA) 3.1 (2016): 1-19. (IGI GLOBAL)
    13."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.
    14.“Cooperative swarm based swarm intelligence based evolutionary approach to find optimal cluster center in cluster analysis”, Journal of theoretical and Applied Information Technology, Vol. 42, No.1, 2012.
    15."A comprehensive survey on support vector machine in data mining tasks: applications & challenges." International Journal of Database Theory and Application 8.1 (2015): 169-186.
    16."A survey on virtual sensor networks framework." Int. J. Grid Distrib. Comput 7.5 (2014): 121-130.
    17.“Advanced type safety in Java”, International journal of comp. appl., Vol. 47, No. 24, 2012.

    Conferences

    1."Fuzzy C-means (FCM) clustering algorithm: a decade review from 2000 to 2014." Computational Intelligence in Data Mining-Volume 2. Springer India, 2015. 133-149.
    2."A novel FLANN with a hybrid PSO and GA based gradient descent learning for classification." Proceedings of the 3rd International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA) 2014. Springer International Publishing, 2015.
    3."A honey bee mating optimization based gradient descent learning–FLANN (HBMO-GDL-FLANN) for classification." Emerging ICT for Bridging the Future-Proceedings of the 49th Annual Convention of the Computer Society of India CSI Volume 2. Springer International Publishing, 2015.
    4."An improved firefly fuzzy c-means (FAFCM) algorithm for clustering real world data sets." Advanced Computing, Networking and Informatics-Volume 1. Springer International Publishing, 2014. 339-348.
    5."A harmony search based gradient descent learning-FLANN (HS-GDL-FLANN) for classification." Computational Intelligence in Data Mining-Volume 2. Springer India, 2015. 525-539.
    6."Cooperative swarm based clustering algorithm based on PSO and k-means to find optimal cluster centroids." Computing and Communication Systems (NCCCS), 2012 National Conference on. IEEE, 2012.
    7."An improved swarm based hybrid k-means clustering for optimal cluster centers." Information Systems Design and Intelligent Applications. Springer India, 2015. 545-553.
    8."Particle swarm optimization based higher order neural network for classification." Computational Intelligence in Data Mining-Volume 1. Springer India, 2015. 401-414.
    9."A hybrid PSO-GA based Pi sigma neural network (PSNN) with standard back propagation gradient descent learning for classification." Control, Instrumentation, Communication and Computational Technologies (ICCICCT), 2014 International Conference on. IEEE, 2014.
    10."A novel PSO based back propagation learning-MLP (PSO-BP-MLP) for classification." Computational Intelligence in Data Mining-Volume 2. Springer India, 2015. 461-471.
    11."A higher order evolutionary Jordan Pi-Sigma neural network with gradient descent learning for classification." High Performance Computing and Applications (ICHPCA), 2014 International Conference on. IEEE, 2014.
    12."An Improved PSO Based Back Propagation Learning-MLP (IPSO-BP-MLP) for Classification." Computational Intelligence in Data Mining-Volume 1. Springer India, 2015. 333-344.
    13.Nayak, Janmenjoy, et al. "Evolutionary Improved Swarm-Based Hybrid K-Means Algorithm for Cluster Analysis." Proceedings of the Second International Conference on Computer and Communication Technologies. Springer India, 2016.
    14."An efficient PSO-GA based back propagation learning-MLP (PSO-GA-BP-MLP) for classification." Computational Intelligence in Data Mining-Volume 1. Springer India, 2015. 517-527.
    15."A FLANN Based Non-linear System Identification for Classification and Parameter Optimization Using Tournament Selective Harmony Search." Computational Intelligence in Data Mining—Volume 2. Springer India, 2016. 267-283.
    16."Non-linear classification using higher order pi-sigma neural network and improved particle swarm optimization: an experimental analysis." Computational Intelligence in Data Mining—Volume 2. Springer India, 2016. 507-518.
    17."Optimizing a Higher Order Neural Network Through Teaching Learning Based Optimization Algorithm." Computational Intelligence in Data Mining—Volume 1. Springer India, 2016. 57-71.
  • Books/ Chapter Published
    (01)

    1."A Hybrid Model of FLANN and Firefly Algorithm for Classification." Handbook of Research on Natural Computing for Optimization Problems. IGI Global, 2016. 491-522. (IGI Global).
  • Seminar/ Symposia/ Short term Course organized

    1. Publicity Chair in International Conference on Computational Intelligence in Data Mining-2014 (Springer),20th Dec 2014 to 21st Dec 2014, VSSUT, Burla.
    2. 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.
    3. Member of Publicity Committee  in Internet of Things devices and sensor networks – 2016 (Workshop), 22nd Oct 2016 to 23rd Oct 2016, VSSUT, Burla.
    4. Session Chair  in International Conference on Computational Intelligence in Data Mining-2016 (ICCIDM-2016) (Springer), 10th Dec 2016 to 11th Dec 2016, KIIT, Bhubaneswar.
    5. Member of Publicity Committee in Ubiquitous Computing – 2016 (Workshop), 31st Jan 2016 to 31st Jan 2016, VSSUT, Burla.
    6. Reviewer in International Conference on Computational Intelligence in Data Mining-2015 (Springer), 05th Dec 2015 to 06th Dec 2015, RIT, Berhampur.
    7. Reviewer in International Conference on Computational Intelligence in Data Mining-2014 (Springer), 20th Dec 2014 to 21st  Dec 2014, VSSUT, Burla.
    8. Organizing Member in International Conference on Computational Intelligence in Data Mining-2014 (Springer), 20th Dec 2014 to 21st Dec 2014, VSSUT, Burla.
  • Extra Responsibility

    1. NBA Nodal Officer (Coordinator) for Computer Application dept., VSSUT, from Burla, from 2014 to Continued.
    2. Screening team member (Expert) NIELIT, Govt. Of India NIELIT, Govt. Of India from Dec-2015 to Jan-2016
    3. NAAC working member for Computer Application dept., VSSUT, from Burla2015 to Continued.
    4. Committee member in Global Alumni meet of the University   VSSUT, Burla, from 2013  to 2014.
    5. Member in Anti-ragging Committee for the University, VSSUT, Burla, from 2015 to2016  .
    6. Laboratory In-Charge in Computer Application dept., VSSUT, Burla, from Jan 2017 to Continued.
    7. Faculty Advisor and organizing committee member in Dept. Tech. Fest. ADHRIT-2015 for Computer Application dept., VSSUT, Burla, from 2014 to 2015.
    8. Faculty Advisor and organizing committee member in Dept. Tech. Fest. ADHRIT-2013 for Computer Application dept., VSSUT, Burla, from 2012 to 2013.
  • Other Informations

    1. Editor of the book entitle “Information Security in Biomedical Signal Processing”, Publisher: IGI-Global, USA
    2. Reviewer in various international journals from reputed publisher such as Elsevier, Springer and  Inderscience.
    3. Program Committee member in International Conference on Computing Analytics and Networking (ICCAN - 2017) to be held on 16-17 Dec 2017 at KIIT University.
    4. Convenor of International Conference ICCIDM-2017 to be held on 11th – 12th November, 2017, at VSSUT, Burla
  • Address for Communication

    Present Address : 
    Department of Computer Application,
    VSSUT, Burla, Sambalpur,
    Odisha-768018
      Permanent Address : 
    S/O: Ahalya Naik, Daily market,
    At/Po- Loisingha, Dist: Bolangir,
    Odisha-767020
Important Links
 
Our Contacts
VSS University of Technology
Burla, Sambalpur, Odisha, India-768018
PH: (0663)2430211
Fax: (0663)2430204
UPDATE command denied to user 'vssutac_burla'@'localhost' for table 'vssut_hits'
Join Us on Facebook