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Tuesday, 31 Jan 2023

Dr. Ghanshyam Singh Thakur

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Dr. Ghanshyam Singh Thakur

Dr. Ghanshyam Singh Thakur

Designation

Assistant Professor

Address

Phone

E-mail

 

 

 

Department of Computer Applications, MANIT, Bhopal, MP-462051

Mobile: +91-9584479833

ghanshyamthakur[AT]gmail[dot]comghanshyamthakur[AT]manit[dot]ac[dot]in

Orcid Id0000-0003-3530-9270    Scopus Id55000309600 

Researcher IdAAY-7692-2021     Google Scholar IdTrVstj8AAAAJ

Vidwan-ID : 62669

Educational Qualification

MCA, Ph.D. and DSc Pursuing

Experience

20 years

Specialization

Data Mining, Web Mining, Text Mining, Mobile Pattern Mining, Social Computing , Soft Computing Data Science ,Big Data and  Analytics & AI

Publications

 

Patent  Publications

S.NO.

Title

 

Application Number

Publication Date

1

Intelligent caregiver wireless monitor and motion sensor for safe home system applicable for  elderly people

202241008796

11/03/2022

2

Intelligent Fire Extinguishing and Fire Safety System (IFE&FSS)

202221006347

11/03/2022

3

INTELLIGENT TRAFFIC SIGNAL (ITS)

202221008529

04/03/2022

4

A novel approach for communication among blind deaf And dumb people using braille phone intergrated communication software

202241007590

04/03/2022

 

5

Smart Charger for Electric Vehicles Using Artificial Intelligence

202241005513

11/02/2022

6

A LEARNING DEVICE FOR DETECTING FAULT CONDITIONS BETWEEN SHIPMENT INSPECTION INFORMATION USING MACHI

202241075505

06/01/2023

 

 BOOKS :

  1. Blockchain Applications in IoT Security (Advances in Information Security, Privacy, and Ethics), Publisher ‏ : ‎ Business Science Reference (30 August 2020) ISBN-1799824152
  2. Efficient Techniques for Patterns Analysis using Web Usage Mining, 15 June 2018, ISBN-‎ 613985871
  3. Book Published Data Structure 2015 Hindi Granth Acadmy
  4. Book Published Java Programming 2013 Hindi Granth Acadmy

 

 

PAPERS PUBLICATIONS:

  1. Yatendra Sahu, Ghanshyam Singh Thakur, SaurabhDhyani,Dynamic Feature based Computational model of Sentiment Analysis to ImproveTeaching Learning System. International Journal on Emerging Technologies,ISSN NO. (Print) : 0975-8364, (Online): 2249-3255),10(4): 17–23.[Scopus Index]
  2. Sahu, Y., Thakur, G. S. and Dhyani, S. (2019). Dynamic Feature based Computational model of Sentiment Analysis to Improve Teaching Learning System. International Journal on Emerging Technologies, 10(4): 17–23.[Scopus Index]
  3. Sahu, Y., Thakur, G.S., and Dhyani, S., (2019). Semantic rule based linguistic computational model for sentiment analysis. International Journal of Emerging Technologies, 10(1): 01–03.[Scopus Index]
  4. Yatendra Sahu, Ghanshyam Singh Thakur, SaurabhDhyani, Semantic rule based linguistic computational model for sentiment analysis.International Journal of Emerging Technologies, ISSN NO. (Print) : 0975-8364,(Online): 2249-3255),10(1): 01–03.[Scopus Index]
  5. SaurabhDhyani,Ghanshyam Singh Thakur, Yatendra Sahu, Assorted Sentiment Analysis Model for Natural Crisis Response and Recoveryusing Big Data driven Technology. International Journal on EmergingTechnologies, ISSN NO. (Print) : 0975-8364, (Online): 2249-3255),10(4): 345–353. [Scopus Index]
  6. Rahul Ku. Chawda, Dr. G.S. Thakur “Analysing Big Data in VANET via HADOOP Framework”, Published in Jour of Adv Research in Dynamical & Control Systems, 02-Special Issue, 2019. . [Scopus Index]
  7.  Rahul Ku. Chawda , Dr. G.S. Thakur “Road Side Unit Prevention Mechanism For DDoS Attack Using Artificial Bee Colony ”, Published in Jour of Adv Research in Dynamical & Control Systems, 02- Special Issue, 2019. . [Scopus Index]
  8.  Rahul Ku. Chawda, Dr. G.S. Thakur “VANET Data Collection through Cluster Based Technique”, Published in International Journal on Emerging Technologies 10(2):276-282(2019),ISSN No.: 0975-8364/2249-3255. . [Scopus Index]
  9. Rahul Ku. Chawda, Dr. G.S. Thakur “An Effect of Big Data Technology with Artificial Bee Colony Optimization Based Routing In VANET”, International Journal of Advanced Science and Technology Vol. 29, No.9s, (2020), pp. 4360-4375. 5.1 PAPER UNDER COMMUNICATION
  10. Rahul Ku. Chawda, Dr. G.S. Thakur “Study of Consequence on traffic density patterns in the performance of routing protocols for VANETs” under communication (in revision).
  11. Harshita Patel, G.S. Thakur, “An Improved Fuzzy K-NN Algorithm for Imbalanced Data using Adaptive Approach”, published in IETE Journal of Research in Vol. 65, Issue 6, pp. 780-789, ISSN: 0974-780X (SCI).
  12. Brijesh Bakariya and G.S. Thakur, "An Efficient Algorithm for Extracting Infrequent Itemsets from Weblog", The International Arab Journal of Information Technology (IAJIT),2019 (2)(SCI)
  13. G. Vishwakarma and G. S. Thakur (2019), “Comparative Performance Analysis of Combined SVM-PCA for Content-based Video Classification by Utilizing Inception V3”. International  Journal on Emerging Technologies, 10(3): 397–403. (SCOPUS indexed) 
  14. G.S. Thakur,  "Fuzzy Soft Traffic Accident Alert Model", National  Academy  Science  Letters  June 2014, Volume 37, Issue 3, pp 261-268(Springer) (SCI).   
  15. Brijesh Bakariya and G.S. Thakur, "Mining Rare Itemsets from Weblog Data",National Academy Science Letters, 2015 page 1-5, (Springer ) (SCI).
  16. Brijesh Bakariya and G.S. Thakur, "Pattern Mining Approach for Social Net-work Service",  National Academy Science Letters, June 2017, Volume 40, Issue 3, pp 183–187 (Springer) (SCI).
  17. Krishna K. Mohbey & G. S. Thakur,Interesting User "Behaviour Prediction in Mobile E-commerce Environment using Constraints",published by Taylor & Francis in IETE Technical Review,18 Nov 2014(SCI).
  18. Brijesh Bakariya, G.S. Thakur,"An Efficient Algorithm for Extracting High Utility Itemsets from Web Log Data",published in The Institution of Electronics and Telecommunication Engineers (IETE) Technical Review SCI DOI: 10.1080/025646 02.2014.1000396, Volume-32, Issue-02, March- 2015, Pages 151-160.           ISSN 0256-4602  impact factor1.304 (SCI)
  19. G.S.Thakur,Ravi Singh, "New Hesitant Fuzzy Operators", in Fuzzy Information and Engineering Volume 6, Issue 3, September 2014, Pages 379–392(Elsevier) (SCOPUS indexed) 
  20. Yachana Bhawsar, G.S. Thakur,"Performance Evaluation of Link Prediction Techniques Based on Fuzzy Soft Set and Markov Model", Fuzzy Information and Engineering,Volume 8, Issue 1, March 2016, Pages 113–126(Elsevier) (SCOPUS indexed) 
  21. Krishna K. Mohbey and G.S. Thakur, “Constraint based Interesting Location and Mobile Web Service Sequence Mining in M-commerce Environment”, published in Journal of Theoretical and Applied Electronic Commerce Research, ISSN 0718-1876, 11(1):84-95, 2016 (SCOPUS)
  22. Ghanshyam Singh Thakur and Rekha Singh Thakur,” BSclassifier for Balance Scale Weight and Distance Database”, International Journal of Soft Computing Year: 2010 | Volume: 5 | Issue: 6 | Page No.: 211-213. (SCOPUS indexed) 
  23. Thakur G.S. and Jain R.C. “Association Rule Generation from textual data”, In International Journal of Soft Computing 2(2), 346-348, 2007. (SCOPUS indexed) 
  24. D. S. Rajput, R. S. Thakur, G. S. Thakur, “A Computational Model for Knowledge Extraction in Uncertain Textual Data using Karnaugh Map Technique”, International Journal of Computing Science and Mathematics (InderScience) ISSN: 1752-5055, Jan 2016, Vol. 7, Issue 2, pp. 166-176(SCOPUS)
  25. Harshita Patel, G.S. Thakur, “Classification of Imbalanced Data using a Modified Fuzzy-Neighbor Weighted Approach”, published in IJIES in Vol. 10, Issue 1, 2017, pp. 56-64 (Scopus indexed).
  26. Harshita Patel, G.S. Thakur, “Improved Fuzzy-Optimally Weighted Nearest Neighbor Strategy to Classify Imbalanced Data”, published in IJIES in Vol. 10, Issue 2, 2017, pp. 156-162(Scopus indexed).
  27. D.S Rajput, R.S. Thakur, G.S. Thakur, “An Integrated Approach and framework for Document Clustering using Graph based Association Rule Mining” published in Advances in Intelligent Systems and Computing, Springer, ISBN 978-81-322-1602-5, Vol. 236 pp. 1421- 1438. (Scopus Index)
  28. Rahul Ku. Chawda, Dr. G.S. Thakur, “Big Data and Advance Analytics Tools”, Published in IEEE conference 2016(SCOPUS indexed) .
  29. G. Vishwakarma and G. S. Thakur, “Hybrid System for MPAA Ratings of Movie Clips Using Support Vector Machine,” in Advances in Intelligent Systems and Computing book series (AISC, volume 817), 2019, pp. 563–575. (SCOPUS indexed) 
  30. G.S. Thakur,R.S. Thakur, “Design of 2-Level Clustering Framework for Time Series DataSets”,  In an International Conference on Soft Computing for Problem Solving (SocPros11) ,IIT Roorkee India, December 16-18, 2011, Springer Berlin/Heidelberg (SCOPUS indexed) 
  31. D.S Rajput, R.S. Thakur and G.S. Thakur, “Fuzzy Association Rule Mining based Frequent Pattern Extraction from Uncertain Data” presented in IEEE 2nd World Congress on Information and Communication Technologies (WICT- 2012) October 30-November 02, 2012 in IIITM Trivandrum, ISBN: 978-1-4673-4804-1 pp 709-714 IEEE Explorer (SCOPUS indexed) 
  32. Krishna Kumar Mohbey, G.S.Thakur, “New Architecture for Fuzzy Association Rule Mining in Ecommerce Environment” presented in IEEE International conference on control, computing, communication and materials (ICCCCM 2013), Allahabad, August 3-4, 2013. (SCOPUS indexed) 
  33. G.S. Thakur,Neeraj Sahu,Swatranta Sahu,“Hesitant Fuzzy Linguistic Term Set Based Document Classification” ,In IEEE Third International Conference on Communication Systems and Network Technologies April 6-8,2013,Gwalior,India(SCOPUS indexed) 
  34. G.S. Thakur,Neeraj Sahu,Krishna Kr.Mohbey,“Document Clustering using message passing between data points” ,In IEEE Third International Conference on Communication Systems and Network Technologies April 6-8,2013,Gwalior,India(SCOPUS indexed) 
  35. G.S. Thakur,Neeraj Sahu,Krishna Kr.Mohbey,“Numerical Result Analysis of Document Classification for Large Data Sets” ,In IEEE Third International Conference on Communication Systems and Network Technologies April 6-8,2013,Gwalior,India(SCOPUS indexed) 
  36. Neeraj Sahu ,G.S.  Thakur and R.S.Thakur , “Numerical Result Analysis of Document Classification for Hesitant k-Nearest Neighbor Classifier” , The Second International Conference on "Soft Computing for Problem Solving (SocProS 2012)" December 28 - 30, 2012. Published by the AISC Series of Springer Berlin/Heidelberg. (SCOPUS indexed) 
  37. Neeraj Sahu ,G.S.  Thakur “Numerical Results Analysis of Document Clustering for Computing Vectors” , The Second International Conference on "Soft Computing for Problem Solving (SocProS 2012)" December 28 - 30, 2012. Published by the AISC Series of Springer Berlin/Heidelberg. (SCOPUS indexed) 
  38. Brijesh Bakariya, Krishna K. Mohbey and G. S. Thakur, “An Inclusive Survey on Data Preprocessing Methods Used In Web Usage Mining” Seventh  International  Conference on Bio-Inspired Computing: Theories and Application, 2012 (BIC-TA 2012), December 14 - 16,2012 ,Gwalior, India. Published Springer Proceeding. (SCOPUS indexed) 
  39. Sahu Neeraj and Thakur G.S. : Hesitant Distance Similarity Measures for Document  Clustering. IEEE Conference 2011 World Congress on Information and Communication Technologies 11 – 14 December 2011 Mumbai, India. ISBN: 978-1-4673-0125-1 in IEEE Xplorer. (SCOPUS indexed) 
  40. G.S. Thakur,R.S. Thakur, “Design of 2-Level Clustering Framework for Time Series DataSets”,  In an International Conference on Soft Computing for Problem Solving (SocPros11) ,IIT Roorkee India, December 16-18, 2011, Published Springer Proceeding. (SCOPUS indexed) 
  41. Bakariya, B., Chaturvedi, K., Singh, K.P., Thakur, G.S."Efficient approach for mining top-k strong patterns in Social Network Service",  Proceedings on 5th International Conference on Eco-Friendly Computing and Communication Systems, ICECCS 2016 (ieee) (SCOPUS indexed) 
  42. Krishna K. Mohbeyand G.S. Thakur, “Framework for finding maximal association rule in mobile web service Environment using soft set”, International Journal of Data Science 3.1 (2018): 86-105.
  43. Krishna Kumar Mohbey and G.S. Thakur, “An Experimental Survey on Single Linkage Clustering” published in International Journal of Computer Applications(IJCA), ISSN (0975 – 8887), Volume 76– No.17, August 2013.
  44. Brijesh Bakariya, G.S. Thakur,"User Identification Framework in Social Network Services Environment",published in International Journal of Informatica Economică, DOI:10.12948/issn14531305/18.2.2014.02, Volume-18, Issue-02, Aug- 2014 pp 15-23.        ISSN 1453-1305
  45. Krishna Kumar Mohbeyand G.S. Thakur, “A Clustering Framework for Large Document Datasets” published in International Journal of Computer Sciences and Engineering, E-ISSN: 2347-2693, Volume 1– No.1, 26-30,September 2013.
  46. Vivek Badhe, Dr. R.S Thakur and Dr. G.S Thakur, “Vague Set Theory for Profit Pattern and Decision Making in Uncertain Data” International Journal of Advanced Computer Science and Applications (IJACSA), 6(6), 2015.  http://dx.doi.org/10.14569/IJACSA.2015.060625 -
  47. Krishna Kumar Mohbey and G.S. Thakur, “Large Document Set Clustering: an Integrated Approach” published in CiiT International Journal of Data Mining Knowledge Engineering, ISSN 0974 – 9578, April 2013
  48. Yachana Bhawsar, G.S. Thakur, R.S. Thakur, “Combining Jaccard Coefficient with Fuzzy Soft Set for Predicting Links in Social Media”, Research Journal of Computer & Information Technology Science, vol. 3(2),6-10, May 2015. 
  49. Yachana Bhawsar, G.S. Thakur, R.S. Thakur, “Model for link prediction in social network by Genetic Algorithm Approach”, Ciit internation journal of data mining and knowledge engineering, 191-196, Vol. 7(5), 2015.
  50. Vivek Badhe, Dr. R.S Thakur and Dr. G.S Thakur  “A Model for Profit Pattern Mining Based on Genetic Algorithm”  accepted in International Journal of Research in Engineering and Technology. e-Issn:2319-1163, p-Issn:2321-7308.
  51. Vivek Badhe, Dr. R.S Thakur and Dr. G.S Thakur, A Review on Dealing Uncertainty, imprecision and Vagueness in Association Rule Mining Using Extended and Generalized Fuzzy, International Journal Of Engineering And Computer Science ISSN:2319-7242 Volume 03 Issue 07 July, 2014 Page No. 6963-6966 
  52. Vivek Badhe, Dr. R.S Thakur and Dr. G.S Thakur Rough and Fuzzy Set Approaches to Information Retrieval Research: A Review, International Journal of Engineering Research and Management, ISSN:2349-2058, Volume 01 Issue 04 (July 2014), Page No. 24-27 
  53. Badhe Vivek, Thakur R.S., Thakur G.S., “ Vague Association Rule Mining for Profit Patterns and Decision Making”, International Conference on Intelligent, Computational and Informative Systems, Goa (India), October’2014.PP76-78. ISSNs: 2249-071X
  54. Varsha Namdeo, R.S. Thakur, G.S. Thakur, “Self Organized Map Network for Classification of Multilevel Data”, Research Journal of Computer and Informational Technology Sciences, Vol. 3(1), 1-6, March, 2015.
  55. Varsha Namdeo, R.S. Thakur, G.S. Thakur,“Classification of data at Multilevel Abstraction using Neural Network”, CiiT International Journal of Data Mining and Knowledge Engineering, Vol 6 No. 7 pp-311-317,2014.
  56. G.S.Thakur,Ravi Singh, "New Hesitant Fuzzy Operators", in Fuzzy Information and Engineering Elsevier,2014
  57. Krishna K. Mohbey G. S. Thakur,"Mobile User Behavior Pattern Analysis by Associated Tree in Web Service Environment",Journal of Information Science Theory and Practice 2014  Jun, 2(2): 33-47,DOI : http://dx.doi.org/10.1633/JISTaP.2014.2.2.3
  58. Vivek Badhe, Dr. R.S. Thakur, Dr. G.S. Thakur,"Vague Association Rule Mining for Profit Patterns and Decision Making",2013
  59. Brijesh Bakariya and G.S. Thakur,”Effectuation of Web Log Preprocessing and Page Access Frequency using Web Usage Mining”, International Journal of Computer Sciences and Engineering, Vol.-1(1) E-ISSN: 2347-2693, sept 2013.
  60. Brijesh Bakariya G.S. Thakur, “User Behavior Analysis from Web Log using Log Analyzer Tool”, International journal of Computer Science & Network Solutions, Volume 1.No3, ISSN 2345-3397, Nov 2013.
  61. Brijesh Bakariya and G.S. Thakur, “Measurement of Distance from Page Sequences Using Dynamic Programming”, CiiT International Journal of Data Mining Knowledge Engineering”, DOI: DMKE082013002, Issue: Aug 2013.
  62. G.S.Thakur, Yachana Bhawsar “Community Detection in Social Networking”, Journal of Information Engineering and Applications, ISSN2224-5782(print), ISSN2225-0506(online), Volume 3, number 6, 2013
  63. G.S.Thakur, Yachana Bhawsar “Link Prediction in Social Networks: A Fuzzy Approach”, Discovery Science Journal, Volume 5, number 15, September 2013.
  64. D.S Rajput, R.S. Thakur, G.S. Thakur, “Clustering approach based on Efficient Coverage with Minimum  Weight for Document Data”, International Journal of Computer ScienceEngineering, ISSN 2347-2693 (Online)  Vol.-1(1), pp. (6-13) Sept. 2013.
  65. G.S.Thakur, Yachana Bhawsar “Link Prediction in Social Networks using Markov Model”, International Journal of Engineering, Science & Innovative Technology, volume 2, issue 5, September 2013, 353-355.
  66. G.S.Thakur, Yachana Bhawsar “User Recommendation System using Markov Model in Social Networks”, International Journal of Computer Applications (0975 – 8887) Volume 86 – No 9, January 2014.
  67. Nikhat Khan, Fozia Z. Khan and G.S. Thakur Weighted Fuzzy Soft Matrix Theory and its Decision Making, International Journal of Advances in Computer Science and Technology, October 2013,
  68. D.S Rajput, R.S. Thakur, G.S. Thakur, “Karnaugh Map Approach for Mining Frequent Termset from Uncertain Textual Data” published in British Journal of Mathematics & Computer Science ISSN: 2231-0851,Vol.: 4(3),  2014. (Impact factor :0.687)
  69. Nikhat Khan, Fozia H. Khan and G.S. Thakur "Fuzzy Boundary Attribute Transformation in Databases" International Journal of Application or Innovation in Engineering and Management, Volume 2, Issue 11, November 2013, 
  70. Krishna Kumar Mohbeyand G.S. Thakur, “User Movement Behavior Analysis in Mobile Service Environment” published in British Journal of Mathematics & Computer Science,ISSN: 2231-0851,3(4): 822-834, 2013.
  71. Krishna Kumar Mohbey and G.S. Thakur, “Large Document Set Clustering: an Integrated Approach” published in CiiT International Journal of Data Mining Knowledge Engineering, ISSN 0974 – 9578, April 2013.
  72. Neeraj Sahu and G.S.Thakur,“Hesitant Fuzzy Linguistic Term Set BasedLaws of Algebra of Sets”, In  International Journal of Advanced Research in Computer Science and Software Engineering,Volume 3, Issue 4,pages920-926,May 2013 ,ISSN: 2277 128X [Impact Factor: 2.080]
  73. Neeraj Sahu and G.S.Thakur,“ Hesitant Fuzzy k-Nearest Neighbour (HFK-nn) Classifier for Document Classification and Numerical Result Analysis”, In  International Journal of Advanced Research in Computer Science and Software Engineering,Volume 3, Issue 4,pages920-926,April 2013 ,ISSN: 2277 128X [Impact Factor: 2.080]
  74. Nikhat Khan, Fozia H. Khan& G.S. Thakur,“Attribute Grouping Based Classification for Knowledge Discovery in Databases” ,In International Journal of Application or Innovation in Engineering & Management (IJAIEM),Vol(2)( 3), page 402-407 ,March 2013, ISSN 2319 – 4847(impact factor 2.379)
  75. D.S Rajput, R.S. Thakur, G.S. Thakur, Neeraj Sahu, “Analysis of Social networking sites using K-mean Clustering algorithm” published in International Journal of Computer & Communication Technology (IJCCT) ISSN (ONLINE): 2231 - 0371 ISSN (PRINT): 0975 –7449 Vol-3, Iss-3, 2012, pp. 88-92.
  76. Neeraj Sahu, D.S Rajput, R.S. Thakur, G.S. Thakur, “Clustering Based Classification and Analysis of Data”published in International Journal of Computer & Communication Technology (IJCCT) ISSN (ONLINE): 2231 - 0371 ISSN (PRINT): 0975 –7449 Vol-3, Issue 3, 2012 pp. 38-41
  77. Swatantra kumar Sahu, Neeraj Sahu, G.S. Thakur” Classification of Document Clustering Approaches “ Volume 2 issue 5  of  International Journal of Advanced Research in Computer Science and Software Engineering (IJARCSSE) 2012.
  78. Neeraj Sahu, Swatantra kumar Sahu, Sharad sahu , G.S. Thakur, “Analytical Results of Document Clustering for Association Coefficient ” Volume 2 issue 6  of  International Journal of Advanced Research in Computer Science and Software Engineering (IJARCSSE) 2012.
  79. D.S Rajput, R.S. Thakur, G.S. Thakur “Rule Generation from Textual Data by using Graph Based Approach” Published in International Journal of Computer Application (IJCA) 0975 – 8887, New york USA,  ISBN: 978-93-80865-11-8, Volume 31– No.9, October 2011.
  80. Thakur. G.S. and Jain R.C “NFCKE: New Framework for Document Classification and Knowledge Extraction”, In International Journal of Information Technology.
  81. Anshu Shrivastava, Akhilesh Sharma, D.S. Rajput, G.S. Thakur “Comparison Analysis of Horizontal & Vertical Data Mining” Published in BLB International Journal of Science and Technology (BLB-IJST) ISSN 0976-3074,Bhopal, India.
  82. Varsha Namdeo, Ramjeevan Singh Thakur,G S Thakur,"Comparative Study of Multilevel Classification Methods",published in Proceedings of International Conference on  ICICIS-2014 published  in International Journal IJECCE 2-4 Oct, 2014, pp.- 115-117 ISSN : 2249- 071X
  83. Thakur. G.S. and Jain R.C “A Framework for Fast Classification Algorithms”, In International Journal of Information Theory and Applications, Vol. 15 / 2008.
  84. Thakur. G.S. and Jain R.C. “A new framework for sex prediction based on text categorization”, In ADIT Journal of Engineering 2007.
  85. Thakur G.S. and Jain R.C “Normalized Information Gain based Decision Tree Generation”, in Varahmihir Journal of Computer and Information Sciences.
  86. Harshita Patel, G.S. Thakur, “A Hybrid Weighted Nearest Neighbor Approach to Mine Imbalanced Data”, participated in DMIN’16: The 12th International Conference on Data Mining, from 25th July to 28th July 2016 at Las Vegas, USA, page 106-110.
  87. Harshita Patel, G.S. Thakur, “A Study on Fuzzy Nearest Neighbor Algorithms for Imbalanced Datasets” presented in18th annual cum 1st international conference of Vijnana Parishad of India (VPI) on computational and integrative sciences &international Symposium on Computational Biology from 11th December to 14th December, 2015 at Maulana Azad National Institute of Technology Bhopal (M.P.).
  88. Harshita Patel, G.S. Thakur, “An Integration of Class Weighted k-Nearest Neighbor with Decomposed k-Nearest Neighbor to Learn from Imbalanced Data” presented in International Conference on Intelligent Information Technologies (ICIIT 2014) from 11th December to 13th December, 2014 at Anna University, Chennai (T.N.).
  89. Varsha Namdeo, R.S. Thakur, G.S. Thakur,“Comparative Study of Multilevel Classification Methods”,in proceedings of International Conference on  ICICIS-2014,Goa,India,pp-115-117,2014
  90. Badhe Vivek, Thakur R.S., Thakur G.S., “ Vague Association Rule Mining for Profit Patterns and Decision Making”, International Conference on Intelligent, Computational and Informative Systems, Goa (India), October’2014.PP76-78. ISSNs: 2249-071X
  91. Brijesh Bakariya and  G.S. Thakur, “An Efficient Algorithm for Mining Useful Sequence of Web Pages Based on Page Utility”, International Conference on Recent Advances in Mathematical Sciences and Applications (ICRAMSA - 2013) December 24 - 26, 2013
  92. G.S. Thakur ,“Some New Hesitant Fuzzy Sets Operator”,published  in proceeding "ICMMSE 2014: International Conference on Mathematical Methods in Science and Engineering" held ,Jan 20-21, 2014 in London, United Kingdom

Member of professional bodies

  1. Life Member of IAENG,
  2. Life Member of CSI
  3. Life Member of ISTE
  4. Life Member of IACSIT,
  5. Life Member of ITHEA, 
  6. Life Member of UACEE,
  7. Life Member of SDIWC,
  8. Life Member of IJACEA,
  9. Life Member of IJECBS,
  10. Life Member of IBRO,
  11. Life Member of VBICAM
  12. Life Member of MIR Lab

Country        Visited

  1.  Italy(3Times)
  2. Switzerland
  3. China
  4. Hong-Kong
  5. UK London

Achievements/ Awards

  • Best Faculty Award for special contribution in the field of technical and higher education on 13th September 2021 by Vertex Research and Technology Institute recognized by the Government of Tamil Nadu.
  • SWAMI VIVEKANAND SHIKSHA GOURAV SAMMAN-2022 in 12th March 2022 by Srjana Vangmaya Parishad ,Bhopal
  • First Prize in Essay Writing Competition,Sept 2022 by MANIT Rajya Bhasha Samiti
  • Received Travel Grant from DST, 2008
  • Qualified MP-PSC Exam in 31 October, 2007 and got Second Rank in Merit List.
  • Honour Certificate and Gold Medal in Higher Secondary School Exam, 1997(12Th), Second Rank in Hatta Block,26 Jan 1998.
  • Honour Certificate for Excellent work in “National blindness prevention programs” ,1996

Number of P.G. Projects guided

  • P.G. Dissertations/ Projects guided: 130
  •  13 PhD Completed/Guided and 3 Ongoing
  1. Mr. Neeraj Sahu Department of Computer Science and Engineering Singhania University Rajsthan, “ Document Clustering based Classification : Result Analysis”,20/10/2014
  2. Ms.Nikhat Khan Department of Computer Applications, Maulana Azad National Institute of Technology, Bhopal, MP, “SOME NEW COMPUTATATIONAL MODELS FOR PROMOTIONAL MARKETING IN BANKING SYSTEM",14/01/2015
  3. Mr. Dharmendra, Rajput Department of Computer Applications, Maulana Azad National Institute of Technology, Bhopal, MP  “Frequent Termset based models for Document Clustering”,23/01/2105
  4. Mr. Krishna Mohbey, Department of Computer Applications, Maulana Azad National Institute of Technology, Bhopal, MP, “Efficient models for user behaviour prediction and pattern extraction in mobile commerce environment” 18/8/2015
  5. MS. Varsha Namdeo, Department of Computer Applications, Maulana Azad National Institute of Technology, Bhopal, MP, “New models for Classification of Data at Multilevel Abstraction”,16/11/2015
  6. Mr. Vivek Badhe, Department of Computer Applications, Maulana Azad National Institute of Technology, Bhopal, MP,” Development of Asorted framework for profitable association Rule Mining”
  7. MS. Yachana Bhawsar, Department of Computer Applications, Maulana Azad National Institute of Technology, Bhopal, MP, New computational models for Social Network analysis
  8. Mr. Brijesh Bakariya, Department of Computer Applications, Maulana Azad National Institute of Technology, Bhopal, MP, "Efficient Models for intresting patterns extraction and user behavior analysis from   web log Data”
  9. Ms. Harshita Patel, “EFFICIENT COMPUTATATIONAL MODELS FOR CLASSIFICATION OF IMBALANCED DATA 07/11/2017” ,from Department of Computer Applications, Maulana Azad National Institute of Technology, Bhopal, MP
  10. Mr. Gagan Vishwkarma, “A framework for content-based video classification using Machine learning Techniques”, 08/04/2021 from Department of Computer Applications, Maulana Azad National Institute of Technology, Bhopal, MP
  11. Mr. Yatendra Sahu,  “Design and development of computational model for sentiment analysis,2020” from Department of Computer Applications, Maulana Azad National Institute of Technology, Bhopal, MP
  12. Mr. Saurabh Dhyani, “Design and development of assorted model for sentiment analysis 29/07/2021”  from Department of Computer Applications, Maulana Azad National Institute of Technology, Bhopal, MP
  13. Mr.Rahul Chawda “A Computational model for clustering and pattern extraction from VANET Big Data,2020”,from  Department of Computer Applications, Maulana Azad National Institute of Technology, Bhopal, MP

3 Students Pursuing

  1. Mr.Sanjay Mishra, Department of Computer Applications, Maulana Azad National Institute of Technology, Bhopal, MP
  2. Mr.Vikash Pal velon ,Department of Mathematics,BioInformatics and Computer Applications, Maulana Azad National Institute of Technology, Bhopal, MP
  3. Mr.Sudhanshu Kumar, Department of Mathematics,BioInformatics and Computer Applications, Maulana Azad National Institute of Technology, Bhopal, MP

Project/ Consultancy undertaken
 

Project-02:

  • MPCST, Bhopal   2.49 lac
  • MHRD through MANIT  22.0 lac

Administrative work done

  • Departmental Examination Coordinator from January 2014
  • Member of Convocation Registration Committee, 2012,2013,2014 MANIT Bhopal
  • Member of NIMCET-2015 Committee, NIT Agartala
  • Rock Music Coordinator in Maffik-2013
  • Departmental Coordinator for Examination Marks Processing, MANIT, Bhopal
  • Member of NIMCET-2011 Verification Committee, MANIT, Bhopal
  • Member of TPO committee, MANIT, Bhopal from 2010 to 2014
  • Member of departmental maintenance work committee, 2011, MANIT, Bhopal
  • Member of Hostels Inspection committee, MANIT, 2010.
  • Member of Summer/Winter Training for Students ,MANIT,2010-2011
  • Member of TPO for visiting Industries, MANIT, Bhopal,2010-2011
  • Member of Stock Verification committee CSE&IT Department, MANIT, Bhopal,2010
  • Member of B.Tech First year orientation program committee, 2010.
  • Committee member for NIMCET-11, Counselling
  • Member of proctors committee for MCA deptt. 2010
  • I/C Head,Department of Maths and Computer Applications ,from 26/12/12 to31/12/12
  • Departmental Valuation Coordinator, MANIT, Bhopal
  • Member of departmental item write-off committee, 2011, MANIT, Bhopal
  • Member of departmental maintenance work committee, 2011, MANIT, Bhopal
  • Member of departmental Ph.D. admission committee,2014 2013,2012,2011,2010.
  • Member of Tutor Guardian MCA Department, 2011-2012
  • Member of scrutiny committee contract faculty requirement, July 2010,11,12,13,14 7 Jan 2015
  • Member of departmental BOS Committee
  • Member of DPRC Committee
  • Member of Anti Ragging Committee, 2010,2011,2012,2013,2014 MANIT Bhopal.
  • I\C Head Department of Computer Science & Engineering Govt.Women’s Polytechnic ,Bhopal M.P. from August 2009 - October 2009
  • Allotment &Verification Officer of MP PET, MCA, MBA, Pharmacy& Hotel Management Counselling Under Directorate Technical Education,Bhopal, Madhya Pradesh in July 2008 and 2009
  • Counting Officer of M.P. Nagar Nigam Election in 2009
  • Government Women's Polytechnic College, Bhopal,M.P. Web Site Design & Maintenance Coordinator
  • Coordinator to Upload Online Students Database on MPONLINE Web Portal
  • Coordinator of Computer Training for SC/ST Student Under DTE,M.P. 2009-2010
  • Member of Web Based Counselling Software Testing 2009-2010
  • Member of Editorial boards in: IJACEA
  • Editorial Board Member in :WASET & IJECBS

Any other information

Session chaired  in the International Conferences:

  • Session chair In "ICMMSE 2014: International Conference on Mathematical Methods in Science and Engineering" held ,Jan 20-21, 2014 in London, United Kingdom
  • Session chair In 18th annual CUM 3rd International Conference of Gwalior academy of Mathematical Science (GAMS), 22-26 September 2013, MANIT, Bhopal.
  • Session chair In IEEE International Conference on Computational Intelligence and Communication Networks (CICN-13) 27-29 September 2013,GLA University,Mathura,India
  • Session chair In IEEE Third International Conference on Communication Systems and Network Technologies April 6-8,2013,Gwalior,India
  • Session chair in the International Conference on Electrical, Electronics and Computer Science (ICEECS) ,Bhopal ,India ,9th December, 2012
  • Session chair in the ICMLPR 2012 : International Conference on Machine Learning and Pattern Recognition in Rome,Italy September 26/09/2012.
  • Session chair in the 2011 International Conference on Database and Data Mining (ICDDM 2011) in Sanya, China from March 25-27, 2011. Sponsored by IEEE and the International Association of Computer Science and Information Technology (IACSIT).
  • Session chair in the 2011 International Conference on Key Engineering Materials(ICKEM 2011) in Sanya, China from March 25-27, 2011. Sponsored by IEEE and the International Association of Computer Science and Information Technology (IACSIT).
  • Session chair in the “International Conference on Soft Computing for Problem Solving SocProS-2011”, December 20-22, 2011 at The Institution of Engineers (India), Roorkee Local Centre, IIT Roorkee Campus.

Committee Member in International Conferences:

1:      WICT 2012,IIITM  Trivendram,Kerala India,1-2 November 2012

2:      CICN2012, GLA University, Mathura, India, 3-5 November 2012

3:      BIC-TA 2012, IIITM,Gwalior, India ,December 14-16, 2012

4:      SocPros-2011, IIT Roorkee, India December 20-22, 2011

Workshop/Training program/Summer/Winter School attend:31

International/National conference attended-  20

Workshop/Training program Organized:08

 

Delivered more than 25  expert lectures at various organizations like 

  1. Delivered Special Lecture in National Webinar Series On “Cyber Safty and Security and Awareness” 6th Oct 2019, Bhopal Institute of  Technology and Science Bhopal (M.P)
  2. Delivered Special Lecture National Webinar Series On “Current Trends in IT 2020” 10th June 2020 to 14th June 2020, JSPM’s Rajarshi Shahu College of Engineering, Pune Department of MCA (An Autonomous Institute, Affiliated to SPPU, Approved by AICTE)
  3. Delivered Special Lecture  in  National Webinar Series On “Cyber  Security: Issues and Challenges” held on June 17th,2020, Organized by Govt. P.G. College Damoh (M.P)
  4. Delivered Special Lecture in National Webinar Series On “High Level Programming Language:JAVA” held on August 27th,2020, Organized by Govt.Women’s Polytechnic College Bhopal (M.P)
  5. Delivered Special Lecture in AICTE  Training and Learning (ATAL)”. And Academy Sponsored Online Faculty Development Programme (FDP) on "Artificial Intelligence” from 16th- 20th November, 2020 (5 days) Organized by CSIR- Advanced Materials and Processes Research Institute (AMPRI), Bhopal, 462026
  6. Delivered Special Lecture  in National Webinar Series On “Motivational Mantras for Students” held on 3rd December,2020, Organized by SIRTS,Bhopal (M.P);
  7. AICTE sponsored short term Training Programme (STTP) on “ Pedagogy for Effective USE of ICT in Management Education” held on 16th December,2020, Organized by SIRTS,Bhopal (M.P);
  8. Delivered Special Lecture National Faculty Development Programm On “Research and Teaching Techniques” held on Jan 18th,2021, Organized by Govt. P.G. College Damoh (M.P)
  9. Delivered Special Lecture in webinar  On “Deep Learning” held on Jan 27th,2021, Organized by SAM Global University Bhopal(M.P)
  10. Delivered Special Lecture in Online Faculty Development Programme On “Next Generations System” AI & Machine Learning Applications held on 08-12 February 2021, Organized by Samrat Ashok Technological Institute Vidisha (MP)
  11. Delivered Special Lecture in AICTE Training and Learning (ATAL) Faculty Development Programme on “Application of Artificial Intelligencein Research and development” held on  July 05-09, 2021 Organized by CSIR- Advanced Materials and Processes Research Institute (AMPRI), Bhopal, 462026
  12. Expert Lectures on “Object Oriented Programming Using C++”, 23rd  september 2015, at Govt. Geetanjali College Bhopal,2015
  13. Expert lecture on “JAVA and Its Applications” at Govt. Geetanjali College Bhopal,2015
  14. Expert lecture on “Data Mining” at Govt. Geetanjali College Bhopal,20151
  15. Expert Lecture on MATLAB ,In Two Week  Workshop on “Intelligent Techniques for Data Mining”, organized by Department of Mathematics and Computer Applications, MANIT,Bhopal 14th January -18th January 2013,
  16. Expert Lecture on “Getting Started with MATLAB”, 30th December 2012, In One Day National Workshop, organized by Department of Mathematics, Govt. PG Nodal College, Sehore.
  17. Expert lecture on “JAVA and Its Applications” at Govt. Geetanjali College Bhopal,2011
  18. Expert lecture on “Applications of  Data Structure” at Govt. Geetanjali College Bhopal,2011