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Faculty details

Prof.Haider Banka

Designation: Associate Professor

Department: Computer Science and Engineering

Email: haider[at]iitism[dot]ac[dot]in

Contact Number: 9471191233

Office Number: +91-326-223-5668

Personal Page: Click Here

About Me: I am an Associate Professor of Computer Science and Engineering Department, IIT(ISM) Dhanbad

Research Interest: Soft Computing, Machine Learning, Data Analytics, Optimization etc.

Curriculum
Vitae
Publications

Teaching

Soft Computing, Machine Learning, Data Mining, Data Analytics, Nature-Inspired Computing, Optimization etc.

Academics

Institution Degree Duration
Jadavpur University, West Bengal, India Ph.D., Computer Science & Engineering 2004-2008
University of Calcutta, West Bengal, India M.Tech., Computer Science & Engineering 2001-2003
University of Calcutta, West Bengal, India M.Sc. & B.Sc. in Computer Science 1996-2001
WB Council Board for Secondary Education Secondary & Higher Secondary Certificates 1991-1995

Position

Under Construction

Awards and Honors

Under Construction

Publications

Books Published

Books Published

Title Authors Publisher Year
Soft Computing for Machine Learning and Bioinformatics Haider Banka Verilog Dr. Muller Publication, Mauritius, Germany 2010
Feature Selection in High Dimensional Data Using Meta-Heuristic H. Banka & Suresh Dara Lambert Academic Publication 2017
Proceedings of the Third IEEE International Conference on Recent Advances in Information Technology (RAIT) Dr. C. Kumar & Dr. H. Banka Cygnus, India 2012
Proceedings of the First IEEE International Conference on Recent Advances in Information Technology (RAIT) Dr. C. Kumar, Dr. H. Banka, and D. Ramesh IEEE Xplore, India 2016

List Of Research Publications (only in Peer-reviewed Journals)

Sl. No Authors Article Title Source Title ISSN eISSN Publication Date Publication Year Volume Issue Start Page End Page
1 Kumar, A; Nadeem, M; Banka, H Nature inspired optimization algorithms: a comprehensive overview Evolving Systems 1868-6478 1868-6486 FEB 2023 2023 14 1 141 156
2 Huda, RK; Banka, H Efficient feature selection methods using PSO with fuzzy rough set as fitness function Soft Computing 1432-7643 1433-7479 MAR 2022 2022 26 5 2501 2521
3 Rao, PCS; Lalwani, P; Banka, H; Rao, GSN Competitive swarm optimization based unequal clustering and routing algorithms (CSO-UCRA) for wireless sensor networks Multimedia Tools and Applications 1380-7501 1573-7721 JUL 2021 2021 80 17 26093 26119
4 Huda, RK; Banka, H New efficient initialization and updating mechanisms in PSO for feature selection and classification Neural Computing & Applications 0941-0643 1433-3058 APR 2020 2020 32 8 3283 3294
5 Mohindru, G; Mondal, K; Banka, H Internet of Things and data analytics: A current review Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery 1942-4787 1942-4795 MAY 2020 2020 10 3 - -
6 Singh, J; Banka, H; Verma, AK A BBO-based algorithm for slope stability analysis by locating critical failure surface Neural Computing & Applications 0941-0643 / 1433-3058 OCT 2019 2019 31 10 6401 6418
7 Huda, RK; Banka, H Efficient feature selection and classification algorithm based on PSO and rough sets Neural Computing & Applications 0941-0643 1433-3058 AUG 2019 2019 31 8 4287 4303
8 Singh, J; Banka, H; Verma, AK Locating critical failure surface using meta-heuristic approaches: a comparative assessment Arabian Journal of Geosciences 1866-7511 1866-7538 MAY 2019 2019 12 9 - -
9 Nadeem, M; Banka, H; Venugopal, R Estimation of pellet size and strength of limestone and manganese concentrate using soft computing techniques Applied Soft Computing 1568-4946 1872-9681 OCT 2017 2017 59 - 500 511
10 Rao, PCS; Banka, H Novel chemical reaction optimization based unequal clustering and routing algorithms for wireless sensor networks Wireless Networks 1022-0038 1572-8196 APR 2017 2017 23 3 759 778
11 Yadav, RK; Banka, H An improved chemical reaction-based approach for multiple sequence alignment Current Science 0011-3891 - FEB 10 2017 2017 112 3 527 538
12 Rao, PCS; Banka, H Energy efficient clustering algorithms for wireless sensor networks: novel chemical reaction optimization approach Wireless Networks 1022-0038 1572-8196 FEB 2017 2017 23 2 433 452
13 Nadeem, M; Banka, H; Venugopal, R SVM-Based Predictive Modelling of Wet Pelletization Using Experimental and GA-Based Synthetic Data Arabian Journal for Science and Engineering 2193-567X 2191-4281 MAR 2016 2016 41 3 1053 1065
14 Singh, J; Verma, AK; Banka, H; Singh, TN; Maheshwar, S A study of soft computing models for prediction of longitudinal wave velocity Arabian Journal of Geosciences 1866-7511 1866-7538 MAR 2016 2016 9 3 - -
15 Banka, H; Ray, SK; Panigrahi, DC Standardization of a method for studying susceptibility of Indian coals to self-heating Arabian Journal of Geosciences 1866-7511 1866-7538 FEB 2016 2016 9 2 - -
16 Annavarapu, CSR; Dara, S; Banka, H CANCER MICROARRAY DATA FEATURE SELECTION USING MULTI-OBJECTIVE BINARY PARTICLE SWARM OPTIMIZATION ALGORITHM EXCLI Journal 1611-2156 - 2016 15 - 460 473
17 Banka, H; Dara, S A Hamming distance based binary particle swarm optimization (HDBPSO) algorithm for high dimensional feature selection, classification and validation Pattern Recognition Letters 0167-8655 1872-7344 JAN 15 2015 2015 52 - 94 100
18 Mitra, S; Das, R; Banka, H; Mukhopadhyay, S Gene interaction - An evolutionary biclustering approach Information Fusion 1566-2535 1872-6305 JUL 2009 2009 10 3 242 -
19 S. Mitra, H. Banka Multi-objective evolutionary biclustering of gene expression data Pattern Recognition - - 2006 39 - 246 247
20 S. Mitra, H. Banka, W. Pedrycz Rough-fuzzy collaborative clustering IEEE Transactions on Systems, Man, and Cybernetics, Part B - - 2006 36 - 795  

Papers in conference abstract volumes / presented

Selected Conferences Papers and Book Chapters
  1. Mitra, Sushmita, Haider Banka, and Witold Pedrycz. "Collaborative rough clustering." In International Conference on Pattern Recognition and Machine Intelligence, pp. 768-773. Springer, Berlin, Heidelberg, 2005. [Book chapter]
  2. Mitra, Sushmita, Haider Banka, and Sankar K. Pal. "A MOE framework for biclustering of microarray data." In Pattern Recognition, 2006. ICPR 2006. 18th International Conference on, vol. 1, pp. 1154-1157. IEEE, 2006.
  3. Haider Banka, and Sushmita Mitra. "Soft Computing in Biclustering." Introduction to Machine Learning and Bioinformatics (2008): 277. [Book chapter]
  4. Haider Banka and Suresh Dara. "Feature Selection and Classification for Gene Expression Data Using Evolutionary Computation." In Database and Expert Systems Applications (DEXA), 2012 23rd International Workshop on, pp. 185-189. IEEE, 2012.
  5. Filippone, Maurizio, Francesco Masulli, Stefano Rovetta, Sushmita Mitra, and Haider Banka. "Possibilistic approach to biclustering: An application to oligonucleotide microarray data analysis." In International Conference on Computational Methods in Systems Biology, pp. 312-322. Springer, Berlin, Heidelberg, 2006. [Book chapter]
  6. Das, Ranajit, Sushmita Mitra, Haider Banka, and Subhasis Mukhopadhyay. "Evolutionary biclustering with correlation for gene interaction networks." In International Conference on Pattern Recognition and Machine Intelligence (PReMI), pp. 416-424. Springer, Berlin, Heidelberg, 2007.
  7. Mitra, Sushmita, Haider Banka, and Jiaul Hoque Paik. "Evolutionary fuzzy biclustering of gene expression data." In International Conference on Rough Sets and Knowledge Technology, pp. 284-291. Springer, Berlin, Heidelberg, 2007. [Book chapter]
  8. Haider Banka, and Sushmita Mitra. "Feature selection, classification and rule generation using rough sets." In Rough Sets: Selected Methods and Applications in Management and Engineering, pp. 51-76. Springer, London, 2012.
  9. Rao, A. Chandra Sekhara, Durvasula VLN Somayajulu, and Haider Banka. "Modified correlation-based technique in microarray data analysis for searching differentially expressed genes." In Recent Advances in Information Technology (RAIT), 2012 1st International Conference on, pp. 526-530. IEEE, 2012.
  10. Rao, A. Chandra Sekhara, D. V. L. N. Somayajulu, Haider Banka, and Rohit Chaturvedi. "Outlier detection in microarray data using hybrid evolutionary algorithm." Procedia Technology 6 (2012): 291-298. [Book chapter]
  11. Dara, Suresh, and Haider Banka. "A binary PSO feature selection algorithm for gene expression data." Advances in Communication and Computing Technologies (ICACACT), 2014 International Conference on. IEEE, 2014. [Book chapter]
  12. Dara, Suresh, and Haider Banka. "An Elitist Binary PSO Algorithm for Selecting Features in High Dimensional Data." Advanced Computing, Networking and Informatics-Volume 1. Springer International Publishing, 2014. 679-686.
  13. Rao, PC Srinivasa, Haider Banka, and Prasanta K. Jana. "Energy Efficient Clustering for Wireless Sensor Networks: A Gravitational Search Algorithm." In International Conference on Swarm, Evolutionary, and Memetic Computing, pp. 247-259. Springer, Cham, 2015.
  14. Rao, PC Srinivasa, Haider Banka, and Prasanta K. Jana. "A gravitational search algorithm for energy efficient multi-sink placement in wireless sensor networks." In International conference on swarm, evolutionary, and memetic computing, pp. 222-234. Springer, Cham, 2015.
  15. Yadav, Rohit Kumar, and Haider Banka. "Genetic Algorithm with Improved Mutation Operator for Multiple Sequence Alignment." Information Systems Design and Intelligent Applications. Springer India, 2015. 515-523. [Book chapter]
  16. P. CH Srinivas, H. Banka, and Prasanta K. Jana. "PSO-Based Multiple-sink Placement Algorithm for Protracting the Lifetime of Wireless Sensor Networks." In Proceedings of the Second International Conference on Computer and Communication Technologies, pp. 605-616. Springer India, 2016.
  17. Alam, Manaar, Soumyajit Chatterjee, and Haider Banka. "A novel parallel search technique for optimization." In Recent Advances in Information Technology (RAIT), 2016 3rd International Conference on, pp. 259-263. IEEE, 2016.
  18. Seth, Himanshu Ranjan, and Haider Banka. "Hardware implementation of Nave Bayes classifier: A cost-effective technique." In Recent Advances in Information Technology (RAIT), 2016 3rd International Conference on, pp. 264-267. IEEE, 2016.
  19. Singh, Jayraj, A. K. Verma, and Haider Banka. "Application of biogeography based optimization to locate critical slip surface in slope stability evaluation." In 2018 4th International Conference on Recent Advances in Information Technology (RAIT), pp. 1-5. IEEE, 2018.
  20. Singh, Jayraj, Haider Banka, and A. K. Verma. "Analysis of slope stability and detection of critical failure surface using gravitational search algorithm." In 2018 4th International Conference on Recent Advances in Information Technology (RAIT), pp. 1-6. IEEE, 2018.
  21. Singh, Jayraj, A. K. Verma, and Haider Banka. "A Comparative Study for Locating Critical Failure Surface in Slope Stability Analysis via Meta-Heuristic Approach." In Handbook of Research on Predictive Modeling and Optimization Methods in Science and Engineering, pp. 1-18. IGI Global, 2018. [Book chapter]

Patents

Patent

  • Coal Fire Prevention: A practical approach for coal fire prevention and its prediction.
    Inventors: Satish Kumar Sinha, D.C. Panigrahi, Haider Banka
    Date: March 2015
    Status: Granted
    Patent Application No.: 305/KOL/2015
     
  • Automated Position and Latch Locking: Control mechanism using mobile application.
    Inventors: Srijan Varma, Prateek Kumar, Haider Banka
    Date: March 2016
    Status: Applied
    Ref. No.: E-12/30/2016-KOL
    Application No.: 201631007292

Projects & Activities

Sponsored Research Projects (External Funded)

Scientific Research

  • CSIR Project: Design of Machine Learning Techniques for Specialized Biological Online Database-Mining.
    Project No: CSIR(11)/2012-2013/314/CSE
    Sanctioned Amount: Rs. 16,05,000.00/-
    Duration: 2012-2015
    Role: Principal Investigator
     
  • DRDO Project: Energy Efficient Intruder Detection Schemes for WSN using Learning-Based Techniques.
    Project No: DRDO (2)/2015-2016/431/CSE
    Sanctioned Amount: Rs. 28,52,000.00/-
    Duration: 2015-2018
    Role: Co-Principal Investigator
     
  • Distributed Cognitive System for Healthcare:
    Funding Agency: MeitY
    Sanctioned Amount: Rs. 20,00,000.00/-
    Duration: 2021-2023
    Role: Principal Investigator
     
  • AI for Fire Prediction in Open Cast Mines: Developing AI-based machine learning solutions for predicting fire in mines.
    Funding Agency: CIL (CMPDI)
    Sanctioned Amount: Rs. 25,99,000.00/-
    Duration: 2021-2023
    Role: Principal Investigator
     
  • AI-Based Integrated System for Copper Exploration Targeting:
    Funding Agency: TEXMIN, DST
    Sanctioned Amount: Rs. 24,92,000.00/-
    Duration: June 2023-May 2025
    Role: Co-Principal Investigator

Patent

  • Coal Fire Prevention: A practical approach for coal fire prevention and its prediction.
    Inventors: Satish Kumar Sinha, D.C. Panigrahi, Haider Banka
    Date: March 2015
    Status: Granted
    Patent Application No.: 305/KOL/2015
     
  • Automated Position and Latch Locking: Control mechanism using mobile application.
    Inventors: Srijan Varma, Prateek Kumar, Haider Banka
    Date: March 2016
    Status: Applied
    Ref. No.: E-12/30/2016-KOL
    Application No.: 201631007292
  • Head of the Department (H.O.D), 07/06/2018 to 12/06/2020
  • Member, DSC (Doctoral Scrutiny Committee), 2012 to Present
  • BOCS Member, 2013 to Present
  • Coordinator, 3-Year M.Tech. Program, 2015 to Present
  • Member, House Allotment Committee, May 2016 to August 2018
  • Coordinator for JRF, 2015 to June 2018
  • Coordinator, TEQIP-II & TEQIP-III, Oct 2013 to June 2018
  • Secretary, Department Advisory Committee, 2008 to June 2018
  • Coordinator, International Exchange Program (Erasmus Mundus Euphrates), 2014 to 2016
  • Time Table In-Charge, 2009 to 2014
  • Tabulator of Examination, 2009 to 2011

Consultancy Project

S.N. Title External Funding (Rs. Lakh) Funding Agency Role No. of Co-CI Duration Status
1 Fundamentals of soft computing and its applications 1.95 SELF SPONSORED CI 1 09-13 September 2015
No. of Participants: 51		 Completed
2 Nature inspired computing and its applications 2.85 SELF SPONSORED CI 1 08-12 February 2016
No. of Participants: 55		 Completed
3 Network protocols and their simulation using ns-2/ns-3 2.05 SELF SPONSORED CO-CI 1 19-23 August 2015 Completed
4 Network protocols & their simulations using ns2 1.5 SELF SPONSORED CO-CI 1 09-13 September 2015 Completed
5 Data modelling for artificial intelligence applications 0 SELF SPONSORED CI 1 March 25-April 06, 2019 Completed
6 Digital Transformation for improving mine productivity and profitability 16.5 SELF SPONSORED Co-CI 3 18th-19th October 2019 Completed
7 Training programme on Python Programming Language 0 Free Training CI 1 03rd-07th December 2018 Completed

Membership of Scientific Societies

Membership in Professional Bodies

  • IEEE Membership
  • IAENG Membership (Life Member)
  • Department of Information Science (DISI), University of Genoa, Italy

Other Academic and Administrative Activities

Administrative Support Work

  • Head of the Department (H.O.D), 07/06/2018 to 12/06/2020
  • Member, DSC (Doctoral Scrutiny Committee), 2012 to Present
  • BOCS Member, 2013 to Present
  • Coordinator, 3-Year M.Tech. Program, 2015 to Present
  • Member, House Allotment Committee, May 2016 to August 2018
  • Coordinator for JRF, 2015 to June 2018
  • Coordinator, TEQIP-II & TEQIP-III, Oct 2013 to June 2018
  • Secretary, Department Advisory Committee, 2008 to June 2018
  • Coordinator, International Exchange Program (Erasmus Mundus Euphrates), 2014 to 2016
  • Time Table In-Charge, 2009 to 2014
  • Tabulator of Examination, 2009 to 2011

Guidance

16 Ph.D. Awarded

In addition, 02 Full-Time and 03 Part-Time Scholars are currently being guided.

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