
Dr. Ghanshyam Singh Thakur
Associate Professor
Google Scholar: https://scholar.google.com/citations?user=TrVstj8AAAAJ
Scopus: https://www.scopus.com/authid/detail.uri?authorId=55000309600
ORCID: https://orcid.org/0000-0003-3530-9270
Vidwan: https://vidwan.inflibnet.ac.in/profile/62669
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U.G |
C++ Programming; |
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Java Programming; |
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Data Mining and Predictive Analytics |
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Python Programming |
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Big Data Analytics |
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P.G |
C and C++ Programming; Data Structure; |
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Operating System; Unix and Shell Programming |
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Java Programming; Python Programming |
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Machine Learning, Deep learning, |
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Data Mining; Big Data Analytics |
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Organization |
Start Date |
End Date |
Designation |
Nature of Work |
| Samrat Ashok Technological Institute Vidisha, M.P. | September 2004 | March 2008 |
Lecturer in Computer Applications |
Teaching |
| Govt. Women's Polytechnic College, Bhopal,(M.P.) |
March 2008 |
May2010 | Lecturer in Computer Science & Engineering | Teaching & Reseacrh |
| Mualana Azad National Institute of Technology, Bhopal,(M.P.) | May 2010 | Till date | Assistant Professor/Associate Professor |
Teaching & Research |
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Name of the Student |
Topic |
Year of Award |
Co-Supervisor (if any) |
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Mr. Neeraj Sahu |
Document Clustering based Classification: Result Analysis |
2014 |
|
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Ms. Nikhat Khan |
Some new computational models for promotional marketing in banking system |
2015 |
Dr.G.S.Thakur |
|
Mr. Dharmendra Rajput |
Frequent Term set based models for Document Clustering |
2015 |
Dr.G.S.Thakur |
|
Mr. Krishna Mohbey |
Efficient models for user behaviour prediction and pattern extraction in mobile commerce environment |
2015 |
|
|
Ms. Varsha Namdeo |
New models for Classification of Data at Multilevel Abstraction |
2015 |
Dr.G.S.Thakur |
|
Mr. Vivek Badhe |
Development of assorted framework for profitable association rule mining |
2015 |
Dr.G.S.Thakur |
|
Ms. Yachana Bhawsar |
New computational models for Social Network analysis |
2016 |
Dr.R.S.Thakur |
|
Mr. Brijesh Bakariya |
Efficient models for interesting patterns extraction and user behavior analysis from web log data |
2016 |
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|
Ms. Harshita Patel |
Efficient computational models for classification of imbalanced data |
2017 |
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Mr. Gagan Vishwkarma |
A framework for content-based video classification using machine learning techniques |
2021 |
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Mr. Yatendra Sahu |
Design and development of computational model for sentiment analysis |
2020 |
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Mr. Saurabh Dhyani |
Design and development of assorted model for sentiment analysis |
2021 |
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Mr. Rahul Chawda |
A Computational model for clustering and pattern extraction from VANET Big Data |
2020 |
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Mr. Sudhanshu Kumar |
Sliding Window Based Pattern Mining on Non-Stationary Stream Data |
Ongoing |
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|
Mr. Sanjay Mishra |
Data driven hybrid approach for forecasting water consumption in sustainable agriculture |
Ongoing |
Dr.G.S.Thakur |
|
Mr. Vikas pal Veelon |
Computational Models for early brain tumor detection |
Ongoing |
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Ms. Sanjivani Manikrao Joshi |
|
Ongoing |
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Mr. Hirdesh Ranjan |
|
Ongoing |
Dr.G.S.Thakur |
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Title |
Sponsoring Agency |
Duration |
Amount |
Co-PI (if any) |
| Data Mining and Soft Computing Lab |
(MHRD-MANIT, Bhopal) |
Two years | 22.0 Lac | Dr. R. S. Thakur |
| Development of Computational Model for Text Classification |
(MPCST, Bhopal) |
One years |
2.49 Lac |
Dr. R. S. Thakur |
|
Advanced Network lab |
(MHRD-MANIT, Bhopal) |
One years |
9.8lac |
Dr. Sanjay Sharma |
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Title |
Sponsoring Agency |
Duration |
Amount |
Co-Investigator (if any) |
|
Authors |
Title | Journal / Conference | Vol. No. | Page No. | Year | SCI/Scopus | Impact Factor |
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Gagan Vishwakarma; A.K Nandanwar; G. SThakur |
Adaptive Osprey Optimization Algorithm with Vision Transformer Encoder for Automatic Psoriasis Disease Detection |
IETE Journal of Research |
- |
- |
2025 |
SCI / Scopus (journal indexed) |
- |
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Vishwakarma, G.; Nandanwar, A.K.; Thakur, G.S. |
Parkinson’s disease Severity Detection Based on Fused Features with Tuned Residual Deep Convolutional Neural Network |
Multimedia Tools and Applications |
– |
– |
2024 |
SCIE |
– |
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Vishwakarma, G.; Nandanwar, A.K.; Thakur, G.S. |
Optimized Vision Transformer Encoder with CNN for Automatic Psoriasis Disease Detection |
Multimedia Tools and Applications |
– |
– |
2023 |
SCIE & Scopus |
– |
|
Kumar, S.; Thakur, G.S. |
FUZZY SOFT SET BASED RAIN FALL PATTERN MINING FROM NON-STATIONARY STREAM DATA |
NeuroQuantology |
20(22) |
1244–1252 |
2022 |
Scopus |
– |
|
Patel, S.K.; Thakur, G.S. |
An Electricity MCP Forecast Based on Improved Cascaded Neural Network for Russian Wholesale Electricity Market |
Proceedings of International Conference on Applied Artificial Intelligence and Computing (ICAAIC 2022) |
– |
1738–1744 |
2022 |
Scopus |
– |
|
Thakur, G.S. |
Fuzzy Soft Sets (FSSs) Distance and Similarity Measures |
NeuroQuantology |
20(22) |
1198–1205 |
2022 |
Scopus |
– |
|
Thakur, G.S.; Kumar, S. |
Sliding Window Based Pattern Mining from Non-Stationary Stream Data |
European Chemical Bulletin |
12 (Special Issue 2) |
1734–1741 |
2023 |
Scopus |
– |
|
Sahu, Y.; Thakur, G.S.; Dhyani, S. |
Dynamic Feature Based Computational Model of Sentiment Analysis to Improve Teaching Learning System |
International Journal on Emerging Technologies |
10(4) |
17–23 |
2019 |
Scopus |
– |
|
Sahu, Y.; Thakur, G.S.; Dhyani, S. |
Dynamic Feature Based Computational Model of Sentiment Analysis to Improve Teaching Learning System |
International Journal on Emerging Technologies |
10(4) |
17–23 |
2019 |
Scopus |
– |
|
Sahu, Y.; Thakur, G.S.; Dhyani, S. |
Semantic Rule Based Linguistic Computational Model for Sentiment Analysis |
International Journal on Emerging Technologies |
10(1) |
01–03 |
2019 |
Scopus |
– |
|
Sahu, Y.; Thakur, G.S.; Dhyani, S. |
Semantic Rule Based Linguistic Computational Model for Sentiment Analysis |
International Journal on Emerging Technologies |
10(1) |
01–03 |
2019 |
Scopus |
– |
|
Dhyani, S.; Thakur, G.S.; Sahu, Y. |
Assorted Sentiment Analysis Model for Natural Crisis Response and Recovery Using Big Data Driven Technology |
International Journal on Emerging Technologies |
10(4) |
345–353 |
– |
Scopus |
– |
|
Chawda, R.K.; Thakur, G.S. |
Analysing Big Data in VANET via HADOOP Framework |
Journal of Advanced Research in Dynamical & Control Systems |
Special Issue 2 |
– |
2019 |
Scopus |
– |
|
Chawda, R.K.; Thakur, G.S. |
Road Side Unit Prevention Mechanism For DDoS Attack Using Artificial Bee Colony |
Journal of Advanced Research in Dynamical & Control Systems |
Special Issue 2 |
– |
2019 |
Scopus |
– |
|
Chawda, R.K.; Thakur, G.S. |
VANET Data Collection through Cluster Based Technique |
International Journal on Emerging Technologies |
10(2) |
276–282 |
2019 |
Scopus |
– |
|
Chawda, R.K.; Thakur, G.S. |
An Effect of Big Data Technology with Artificial Bee Colony Optimization Based Routing in VANET |
International Journal of Advanced Science and Technology |
29(9s) |
4360–4375 |
2020 |
Scopus |
– |
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Chawda, R.K.; Thakur, G.S. |
Study of Consequence on Traffic Density Patterns in the Performance of Routing Protocols for VANETs |
International Journal of Mechanical and Production Engineering Research and Development |
10(3) |
8005–8014 |
2020 |
Scopus |
– |
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Patel, H.; Thakur, G.S. |
An Improved Fuzzy K-NN Algorithm for Imbalanced Data using Adaptive Approach |
IETE Journal of Research |
65(6) |
780–789 |
– |
SCI |
– |
|
Bakariya, B.; Thakur, G.S. |
An Efficient Algorithm for Extracting Infrequent Itemsets from Weblog |
The International Arab Journal of Information Technology (IAJIT) |
(2) |
– |
2019 |
SCI |
– |
|
Vishwakarma, G.; Thakur, G.S. |
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 |
2019 |
Scopus |
– |
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Thakur, G.S. |
Fuzzy Soft Traffic Accident Alert Model |
National Academy Science Letters (Springer) |
37(3) |
261–268 |
2014 |
SCI |
– |
|
Bakariya, B.; Thakur, G.S. |
Mining Rare Itemsets from Weblog Data |
National Academy Science Letters (Springer) |
– |
1–5 |
2015 |
SCI |
– |
|
Bakariya, B.; Thakur, G.S. |
Pattern Mining Approach for Social Network Service |
National Academy Science Letters (Springer) |
40(3) |
183–187 |
2017 |
SCI |
– |
|
Mohbey, K.K.; Thakur, G.S. |
Interesting User Behaviour Prediction in Mobile E-commerce Environment using Constraints |
IETE Technical Review |
– |
84–95 |
2014 |
SCI |
– |
|
Bakariya, B.; Thakur, G.S. |
An Efficient Algorithm for Extracting High Utility Itemsets from Web Log Data |
IETE Technical Review |
32(2) |
151–160 |
2015 |
SCI |
1.304 |
|
Thakur, G.S.; Singh, R. |
New Hesitant Fuzzy Operators |
Fuzzy Information and Engineering (Elsevier) |
6(3) |
379–392 |
2014 |
Scopus |
– |
|
Yachana Bhawsar; G.S. Thakur |
Performance Evaluation of Link Prediction Techniques Based on Fuzzy Soft Set and Markov Model |
Fuzzy Information and Engineering (Elsevier) |
8(1) |
113–126 |
2016 |
Scopus |
– |
|
Krishna K. Mohbey; G.S. Thakur |
Constraint Based Interesting Location and Mobile Web Service Sequence Mining in M-commerce Environment |
Journal of Theoretical and Applied Electronic Commerce Research |
11(1) |
84–95 |
2016 |
Scopus |
– |
|
Ghanshyam Singh Thakur; Rekha Singh Thakur |
BSclassifier for Balance Scale Weight and Distance Database |
International Journal of Soft Computing |
5(6) |
211–213 |
2010 |
Scopus |
– |
|
Thakur, G.S.; Jain, R.C. |
Association Rule Generation from Textual Data |
International Journal of Soft Computing |
2(2) |
346–348 |
2007 |
Scopus |
– |
|
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) |
7(2) |
166–176 |
2016 |
Scopus |
– |
|
Harshita Patel; G.S. Thakur |
Classification of Imbalanced Data using a Modified Fuzzy-Neighbor Weighted Approach |
IJIES |
10(1) |
56–64 |
2017 |
Scopus |
– |
|
Harshita Patel; G.S. Thakur |
Improved Fuzzy-Optimally Weighted Nearest Neighbor Strategy to Classify Imbalanced Data |
IJIES |
10(2) |
156–162 |
2017 |
Scopus |
– |
|
D.S. Rajput; R.S. Thakur; G.S. Thakur |
An Integrated Approach and Framework for Document Clustering using Graph Based Association Rule Mining |
Advances in Intelligent Systems and Computing (Springer) |
236 |
1421–1438 |
– |
Scopus |
– |
|
Rahul Ku. Chawda; G.S. Thakur |
Big Data and Advance Analytics Tools |
IEEE Conference Proceedings |
– |
– |
2016 |
Scopus |
– |
|
G. Vishwakarma; G.S. Thakur |
Hybrid System for MPAA Ratings of Movie Clips Using Support Vector Machine |
Advances in Intelligent Systems and Computing (AISC, Springer) |
817 |
563–575 |
2019 |
Scopus |
– |
|
G.S. Thakur; R.S. Thakur |
Design of 2-Level Clustering Framework for Time Series DataSets |
Int. Conf. on Soft Computing for Problem Solving (SocPros 2011), IIT Roorkee, Springer |
– |
– |
2011 |
Scopus |
– |
|
D.S. Rajput; R.S. Thakur; G.S. Thakur |
Fuzzy Association Rule Mining Based Frequent Pattern Extraction from Uncertain Data |
IEEE 2nd World Congress on Information and Communication Technologies (WICT 2012) |
– |
709–714 |
2012 |
Scopus |
– |
|
Krishna Kumar Mohbey; G.S. Thakur |
New Architecture for Fuzzy Association Rule Mining in Ecommerce Environment |
IEEE Int. Conf. on Control, Computing, Communication and Materials (ICCCCM 2013) |
– |
– |
2013 |
Scopus |
– |
|
G.S. Thakur; Neeraj Sahu; Swatranta Sahu |
Hesitant Fuzzy Linguistic Term Set Based Document Classification |
IEEE Third Int. Conf. on Communication Systems and Network Technologies |
– |
– |
2013 |
Scopus |
– |
|
G.S. Thakur; Neeraj Sahu; Krishna Kr. Mohbey |
Document Clustering Using Message Passing Between Data Points |
IEEE Third Int. Conf. on Communication Systems and Network Technologies |
– |
– |
2013 |
Scopus |
– |
|
G.S. Thakur; Neeraj Sahu; Krishna Kr. Mohbey |
Numerical Result Analysis of Document Classification for Large Data Sets |
IEEE Third Int. Conf. on Communication Systems and Network Technologies |
– |
– |
2013 |
Scopus |
– |
|
Neeraj Sahu; G.S. Thakur; R.S. Thakur |
Numerical Result Analysis of Document Classification for Hesitant k-Nearest Neighbor Classifier |
Soft Computing for Problem Solving (SocProS 2012), AISC Series (Springer) |
– |
– |
2012 |
Scopus |
– |
|
Neeraj Sahu; G.S. Thakur |
Numerical Results Analysis of Document Clustering for Computing Vectors |
Soft Computing for Problem Solving (SocProS 2012), AISC Series (Springer) |
– |
– |
2012 |
Scopus |
– |
|
Brijesh Bakariya; Krishna K. Mohbey; G.S. Thakur |
An Inclusive Survey on Data Preprocessing Methods Used in Web Usage Mining |
7th Int. Conf. on Bio-Inspired Computing: Theories and Application (BIC-TA 2012), Springer |
– |
– |
2012 |
Scopus |
– |
|
Neeraj Sahu; G.S. Thakur |
Hesitant Distance Similarity Measures for Document Clustering |
IEEE World Congress on Information and Communication Technologies (WICT 2011) |
– |
– |
2011 |
Scopus |
– |
|
G.S. Thakur; R.S. Thakur |
Design of 2-Level Clustering Framework for Time Series DataSets |
Soft Computing for Problem Solving (SocPros 2011), Springer Proceedings |
– |
– |
2011 |
Scopus |
– |
|
B. Bakariya; K. Chaturvedi; K.P. Singh; G.S. Thakur |
Efficient Approach for Mining Top-k Strong Patterns in Social Network Service |
Proc. 5th Int. Conf. on Eco-Friendly Computing and Communication Systems (ICECCS 2016) |
– |
– |
2016 |
Scopus |
– |
|
Krishna K. Mohbey; G.S. Thakur |
Framework for Finding Maximal Association Rule in Mobile Web Service Environment using Soft Set |
International Journal of Data Science |
3(1) |
86–105 |
2018 |
– |
– |
|
Krishna Kumar Mohbey; G.S. Thakur |
An Experimental Survey on Single Linkage Clustering |
International Journal of Computer Applications (IJCA) |
76(17) |
– |
2013 |
– |
– |
|
Brijesh Bakariya; G.S. Thakur |
User Identification Framework in Social Network Services Environment |
International Journal of Informatica Economică |
18(2) |
15–23 |
2014 |
– |
– |
|
Krishna Kumar Mohbey; G.S. Thakur |
A Clustering Framework for Large Document Datasets |
International Journal of Computer Sciences and Engineering |
1(1) |
26–30 |
2013 |
– |
– |
|
Vivek Badhe; R.S. Thakur; G.S. Thakur |
Vague Set Theory for Profit Pattern and Decision Making in Uncertain Data |
Int. Journal of Advanced Computer Science and Applications (IJACSA) |
6(6) |
– |
2015 |
– |
– |
|
Krishna Kumar Mohbey; G.S. Thakur |
Large Document Set Clustering: an Integrated Approach |
CiiT International Journal of Data Mining Knowledge Engineering |
– |
– |
2013 |
– |
– |
|
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 |
3(2) |
6–10 |
2015 |
– |
– |
|
Yachana Bhawsar; G.S. Thakur; R.S. Thakur |
Model for Link Prediction in Social Network by Genetic Algorithm Approach |
CiiT International Journal of Data Mining and Knowledge Engineering |
7(5) |
191–196 |
2015 |
– |
– |
|
Vivek Badhe; R.S. Thakur; G.S. Thakur |
A Model for Profit Pattern Mining Based on Genetic Algorithm |
International Journal of Research in Engineering and Technology |
5(8) |
2016 |
– |
– |
|
|
Vivek Badhe; R.S. Thakur; 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 |
3(7) |
6963–6966 |
2014 |
– |
– |
|
Vivek Badhe; R.S. Thakur; G.S. Thakur |
Rough and Fuzzy Set Approaches to Information Retrieval Research: A Review |
International Journal of Engineering Research and Management |
1(4) |
24–27 |
2014 |
– |
– |
|
Vivek Badhe; R.S. Thakur; G.S. Thakur |
Vague Association Rule Mining for Profit Patterns and Decision Making |
Int. Conf. on Intelligent, Computational and Informative Systems, Goa |
– |
76–78 |
2014 |
– |
– |
|
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 |
3(1) |
1–6 |
2015 |
– |
– |
|
Varsha Namdeo; R.S. Thakur; G.S. Thakur |
Classification of Data at Multilevel Abstraction using Neural Network |
CiiT Int. Journal of Data Mining and Knowledge Engineering |
6(7) |
311–317 |
2014 |
– |
– |
|
G.S. Thakur; Ravi Singh |
New Hesitant Fuzzy Operators |
Fuzzy Information and Engineering (Elsevier) |
6(3) |
379–392 |
2014 |
Scopus |
– |
|
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 (JISTaP) |
2(2) |
33–47 |
2014 |
– |
– |
|
Vivek Badhe; R.S. Thakur; G.S. Thakur |
Vague Association Rule Mining for Profit Patterns and Decision Making |
– (journal/venue not specified) |
– |
– |
2013 |
– |
– |
|
Brijesh Bakariya; G.S. Thakur |
Effectuation of Web Log Preprocessing and Page Access Frequency using Web Usage Mining |
International Journal of Computer Sciences and Engineering |
1(1) |
– |
2013 |
– |
– |
|
Brijesh Bakariya; G.S. Thakur |
User Behavior Analysis from Web Log Using Log Analyzer Tool |
International Journal of Computer Science & Network Solutions |
1(3) |
– |
2013 |
– |
– |
|
Brijesh Bakariya; G.S. Thakur |
Measurement of Distance from Page Sequences Using Dynamic Programming |
CiiT Int. Journal of Data Mining Knowledge Engineering |
– (Aug 2013) |
– |
2013 |
– |
– |
|
G.S. Thakur; Yachana Bhawsar |
Community Detection in Social Networking |
Journal of Information Engineering and Applications |
3(6) |
– |
2013 |
– |
– |
|
G.S. Thakur; Yachana Bhawsar |
Link Prediction in Social Networks: A Fuzzy Approach |
Discovery Science Journal |
5(15) |
– |
2013 |
– |
– |
|
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 Science Engineering |
1(1) |
6–13 |
2013 |
– |
– |
|
G.S. Thakur; Yachana Bhawsar |
Link Prediction in Social Networks using Markov Model |
Int. Journal of Engineering, Science & Innovative Technology |
2(5) |
353–355 |
2013 |
– |
– |
|
G.S. Thakur; Yachana Bhawsar |
User Recommendation System using Markov Model in Social Networks |
International Journal of Computer Applications (IJCA) |
86(9) |
– |
2014 |
– |
– |
|
Nikhat Khan; Fozia Z. Khan; G.S. Thakur |
Weighted Fuzzy Soft Matrix Theory and its Decision Making |
International Journal of Advances in Computer Science and Technology |
– |
– |
2013 |
– |
– |
|
D.S. Rajput; R.S. Thakur; G.S. Thakur |
Karnaugh Map Approach for Mining Frequent Termset from Uncertain Textual Data |
British Journal of Mathematics & Computer Science |
4(3) |
– |
2014 |
– |
0.687 |
|
Nikhat Khan; Fozia H. Khan; G.S. Thakur |
Fuzzy Boundary Attribute Transformation in Databases |
International Journal of Application or Innovation in Engineering and Management |
2(11) |
– |
2013 |
– |
– |
|
Krishna Kumar Mohbey; G.S. Thakur |
User Movement Behavior Analysis in Mobile Service Environment |
British Journal of Mathematics & Computer Science |
3(4) |
822–834 |
2013 |
– |
– |
|
Krishna Kumar Mohbey; G.S. Thakur |
Large Document Set Clustering: an Integrated Approach |
CiiT Int. Journal of Data Mining Knowledge Engineering |
– |
– |
2013 |
– |
– |
|
Neeraj Sahu; G.S. Thakur |
Hesitant Fuzzy Linguistic Term Set Based Laws of Algebra of Sets |
Int. Journal of Advanced Research in Computer Science and Software Engineering |
3(4) |
920–926 |
2013 |
– |
2.080 |
|
Neeraj Sahu; G.S. Thakur |
Hesitant Fuzzy k-Nearest Neighbour (HFK-nn) Classifier for Document Classification and Numerical Result Analysis |
Int. Journal of Advanced Research in Computer Science and Software Engineering |
3(4) |
920–926 |
2013 |
– |
2.080 |
|
Nikhat Khan; Fozia H. Khan; G.S. Thakur |
Attribute Grouping Based Classification for Knowledge Discovery in Databases |
IJAIEM |
2(3) |
402–407 |
2013 |
– |
2.379 |
|
D.S. Rajput; R.S. Thakur; G.S. Thakur; Neeraj Sahu |
Analysis of Social Networking Sites using K-Mean Clustering Algorithm |
Int. Journal of Computer & Communication Technology (IJCCT) |
3(3) |
88–92 |
2012 |
– |
– |
|
Neeraj Sahu; D.S. Rajput; R.S. Thakur; G.S. Thakur |
Clustering Based Classification and Analysis of Data |
Int. Journal of Computer & Communication Technology (IJCCT) |
3(3) |
38–41 |
2012 |
– |
– |
|
Swatantra Kumar Sahu; Neeraj Sahu; G.S. Thakur |
Classification of Document Clustering Approaches |
Int. Journal of Advanced Research in Computer Science and Software Engineering (IJARCSSE) |
2(5) |
– |
2012 |
– |
– |
|
Neeraj Sahu; Swatantra Kumar Sahu; Sharad Sahu; G.S. Thakur |
Analytical Results of Document Clustering for Association Coefficient |
IJARCSSE |
2(6) |
– |
2012 |
– |
– |
|
D.S. Rajput; R.S. Thakur; G.S. Thakur |
Rule Generation from Textual Data by Using Graph Based Approach |
International Journal of Computer Application (IJCA) |
31(9) |
– |
2011 |
– |
– |
|
Thakur, G.S.; Jain, R.C. |
NFCKE: New Framework for Document Classification and Knowledge Extraction |
International Journal of Information Technology |
– |
– |
– |
– |
– |
|
Anshu Shrivastava; Akhilesh Sharma; D.S. Rajput; G.S. Thakur |
Comparison Analysis of Horizontal & Vertical Data Mining |
BLB International Journal of Science and Technology (BLB-IJST) |
– |
– |
– |
– |
– |
|
Varsha Namdeo; Ramjeevan Singh Thakur; G.S. Thakur |
Comparative Study of Multilevel Classification Methods |
Proc. Int. Conf. ICICIS-2014, published in IJECCE |
– |
115–117 |
2014 |
– |
– |
|
Thakur, G.S.; Jain, R.C. |
A Framework for Fast Classification Algorithms |
International Journal of Information Theory and Applications |
15 |
– |
2008 |
– |
– |
|
Thakur, G.S.; Jain, R.C. |
A New Framework for Sex Prediction Based on Text Categorization |
ADIT Journal of Engineering |
– |
– |
2007 |
– |
– |
|
Thakur, G.S.; Jain, R.C. |
Normalized Information Gain based Decision Tree Generation |
Varahmihir Journal of Computer and Information Sciences |
– |
– |
– |
– |
– |
|
Harshita Patel; G.S. Thakur |
A Hybrid Weighted Nearest Neighbor Approach to Mine Imbalanced Data |
DMIN’16: 12th Int. Conf. on Data Mining, Las Vegas, USA |
– |
106–110 |
2016 |
– |
– |
|
Harshita Patel; G.S. Thakur |
A Study on Fuzzy Nearest Neighbor Algorithms for Imbalanced Datasets |
18th annual & 1st Int. Conf. of Vijnana Parishad of India (VPI) – Computational and Integrative Sciences & Int. Symposium on Computational Biology |
– |
– |
2015 |
– |
– |
|
Harshita Patel; G.S. Thakur |
An Integration of Class Weighted k-Nearest Neighbor with Decomposed k-Nearest Neighbor to Learn from Imbalanced Data |
Int. Conf. on Intelligent Information Technologies (ICIIT 2014) |
– |
– |
2014 |
– |
– |
|
Varsha Namdeo; R.S. Thakur; G.S. Thakur |
Comparative Study of Multilevel Classification Methods |
Proc. ICICIS-2014, Goa, India |
– |
115–117 |
2014 |
– |
– |
|
Vivek Badhe; R.S. Thakur; G.S. Thakur |
Vague Association Rule Mining for Profit Patterns and Decision Making |
Int. Conf. on Intelligent, Computational and Informative Systems, Goa |
– |
76–78 |
2014 |
– |
– |
|
Brijesh Bakariya; G.S. Thakur |
An Efficient Algorithm for Mining Useful Sequence of Web Pages Based on Page Utility |
Int. Conf. on Recent Advances in Mathematical Sciences and Applications (ICRAMSA 2013) |
– |
– |
2013 |
– |
– |
|
G.S. Thakur |
Some New Hesitant Fuzzy Sets Operator |
ICMMSE 2014: Int. Conf. on Mathematical Methods in Science and Engineering, London |
– |
– |
2014 |
– |
– |
|
Authors |
Title |
Journal / Conference |
Vol. No. |
Page No. |
Year |
SCI/Scopus / Type |
Impact Factor |
|
Yachana Bhawsar; G.S. Thakur |
Community detection in social networking |
International Conference on Recent Trends in Applied Science with Engineering Applications, Truba, Bhopal, India |
– |
– |
2013 |
International Conference |
– |
|
Krishna K. Mohbey; G.S. Thakur |
User Behaviour Predication in Mobile E-Commerce Environment |
International Conference on Intelligent Computing and Information System (ICICIS-2012), Pachmarhi, India |
– |
– |
2012 |
International Conference |
– |
|
R.S. Thakur; D.S. Rajput; G.S. Thakur |
Analysis of Multidimensional Road Accident Dataset and Generate Frequent Pattern and Association Rules |
ICICIS-2012, Pachmarhi, India (Best Paper) |
– |
– |
2012 |
International Conference |
– |
|
R.S. Thakur; D.S. Rajput; G.S. Thakur |
Frequent Pattern Mining and Rule Generation in Multidimensional Road Accident Dataset |
ICICIS-2012, Pachmarhi, India |
– |
– |
2012 |
International Conference |
– |
|
Brijesh Bakariya; G.S. Thakur |
Preprocessing on Web Log Data in Web Usage Mining |
ICICIS-2012, Pachmarhi, India |
– |
– |
2012 |
International Conference |
– |
|
Bhanu Sahu; Neeraj Sahu; G.S. Thakur |
Architecture Based Users and Administrator Login Data Processing |
ICICIS-2012, Pachmarhi, India |
– |
– |
2012 |
International Conference |
– |
|
Krishna K. Mohbey; G.S. Thakur |
An Experimental Study on Single Linkage Clustering |
International Conference on Machine Learning and Pattern Recognition (ICMLPR 2012), Rome, Italy |
– |
– |
2012 |
International Conference |
– |
|
D.S. Rajput; R.S. Thakur; G.S. Thakur |
Fuzzy Association Rule Mining Based Knowledge Extraction in Large Textual Dataset |
International Conference on Computer Engineering & Mathematical Sciences (ICCEMS 2012), Kuala Lumpur, Malaysia |
– |
– |
2012 |
International Conference |
– |
|
Neeraj Sahu; D.S. Rajput; S.K. Sahu; G.S. Thakur |
Association Coefficient Measures for Document Clustering |
2nd International Conference on Computer Science and Information Technology (ICCSIT’2012), Singapore |
– |
122–126 |
2012 |
International Conference |
– |
|
Neeraj Sahu; G.S. Thakur |
Clustering Based Classification and Analysis of Data |
International Conference on Computer Science and Information Technology (CSIT), Bhopal, India |
– |
– |
2012 |
International Conference |
– |
|
Neeraj Sahu; G.S. Thakur |
Analysis of Social Networking Sites Using K-Mean Clustering Algorithm |
International Conference on Computer Science and Information Technology (CSIT), Bhopal, India |
– |
– |
2012 |
International Conference |
– |
|
D.S. Rajput; R.S. Thakur; Neeraj Sahu; G.S. Thakur |
Analysis of Social Networking Sites Using K-Mean Clustering Algorithm |
International Conference on Computer Science and Information Technology (CSIT 2012), Bhopal, India |
– |
– |
2012 |
International Conference |
– |
|
Neeraj Sahu; D.S. Rajput; R.S. Thakur; G.S. Thakur |
Clustering Based Classification and Analysis of Data |
International Conference on Computer Science and Information Technology (CSIT 2012), Bhopal, India |
– |
– |
2012 |
International Conference |
– |
|
D.S. Rajput; G.S. Thakur |
An Efficient Incremental Text Clustering Algorithm for Assigning a New Document in Cluster Tree |
16th Annual cum 2nd International Conference of Gwalior Academy of Mathematical Sciences (GAMS), Goa, India |
– |
– |
2011 |
International Conference |
– |
|
Neeraj Sahu; G.S. Thakur |
Image Retrieval Algorithm Based on Centroid |
16th Annual cum 2nd International Conference of GAMS, Goa, India |
– |
– |
2011 |
International Conference |
– |
|
D.S. Rajput; R.S. Thakur; G.S. Thakur |
An Efficient Incremental Text Clustering Algorithm for Assigning a New Document in Cluster Tree |
16th Annual & 2nd International Conference of GAMS & 2nd International Conference on Bioinformatics of IFIP-TC5, Goa, India |
– |
– |
2011 |
International Conference |
– |
|
G.S. Thakur; R.C. Jain |
High Performance Document Classification Algorithms |
International Conference on Soft Computing and Intelligent Systems (ICSCIS-07), Vol. III |
III |
112–121 |
2007 |
International Conference |
– |
|
G.S. Thakur; R.C. Jain |
Document Classification Approach Based on Linear Combination |
International Conference on Soft Computing and Intelligent Systems (ICSCIS-07), Vol. III |
III |
103–106 |
2007 |
International Conference |
– |
|
Varsha Namdeo; R.S. Thakur; G.S. Thakur |
Data Mining Using Soft Set Based Approach: A Survey |
National Conference on Emerging Trends in Cloud Computing and Digital Communication |
– |
6 |
2014 |
National Conference |
– |
|
Swatantra K. Sahu; Neeraj Sahu; R.S. Thakur; G.S. Thakur |
Computational Model for Fuzzy Cryptography |
RTDMW-2013 (National Conference on Recent Trends in Data Mining & Warehouse), Bhopal |
– |
– |
2013 |
National Conference |
– |
|
Vivek Kumar Rajak; G.S. Thakur |
Sensitive Text Protection Algorithm for Social Networking Sites |
National Conference on Emerging Trends in Computational Science, MANIT Bhopal |
– |
5 |
2013 |
National Conference |
– |
|
Anuja Wadekar; G.S. Thakur |
Community Detection in Social Networking Site |
National Conference on Emerging Trends in Computational Science, MANIT Bhopal |
– |
8 |
2013 |
National Conference |
– |
|
Yachana Bhawsar; G.S. Thakur |
Clustering Analysis in Social Network Using Fuzzy Set, Rough Set and Soft Set |
National Conference on Emerging Trends in Computational Science, MANIT Bhopal |
– |
17 |
2013 |
National Conference |
– |
|
Nikhat Khan; Fozia Z. Haque; G.S. Thakur |
Integrating Fuzzy and Association Classification Based Analysis of Customer Data for Marketing Campaigns |
National Conference on Emerging Trends in Computational Science, MANIT Bhopal |
– |
21 |
2013 |
National Conference |
– |
|
Sweety Agrawal; G.S. Thakur |
Comparison of Hard Clustering Method with Fuzzy Clustering Algorithm |
National Conference on Emerging Trends in Computational Science, MANIT Bhopal |
– |
30 |
2013 |
National Conference |
– |
|
Ankit Jain; G.S. Thakur |
E-Commerce: Shopping Patterns and Trends of Woman |
National Conference on Emerging Trends in Computational Science, MANIT Bhopal |
– |
30 |
2013 |
National Conference |
– |
|
Hitesh Mundra; G.S. Thakur |
For Speedup Compiler |
National Conference on Emerging Trends in Computational Science, MANIT Bhopal |
– |
35 |
2013 |
National Conference |
– |
|
Bhanu Sahu; G.S. Thakur; Neeraj Sahu; R.S. Thakur |
Elements of E-Commerce for Business Model |
National Conference on Emerging Trends in Computational Science, MANIT Bhopal |
– |
40 |
2013 |
National Conference |
– |
|
Swatantra K. Sahu; Neeraj Sahu; G.S. Thakur; R.S. Thakur |
Binary Data Classifier for Document Classification |
National Conference on Emerging Trends in Computational Science, MANIT Bhopal |
– |
40 |
2013 |
National Conference |
– |
|
Rajni Thakur; G.S. Thakur |
Ontology Framework for Customer Relationship Management |
National Conference on Emerging Trends in Computational Science, MANIT Bhopal |
– |
50 |
2013 |
National Conference |
– |
|
Ravi Singh Thakur; G.S. Thakur |
Customer Relationship Management Problems Using Data Mining Techniques: Survey |
National Conference on Emerging Trends in Computational Science, MANIT Bhopal |
– |
51 |
2013 |
National Conference |
– |
|
Rohan Kamble; G.S. Thakur |
Social Networking Site for User Behavior |
National Conference on Emerging Trends in Computational Science, MANIT Bhopal |
– |
52 |
2013 |
National Conference |
– |
|
Upasana Yadav; G.S. Thakur |
Link Prediction for Social Networking Site |
National Conference on Emerging Trends in Computational Science, MANIT Bhopal |
– |
54 |
2013 |
National Conference |
– |
|
Rani Sahu; G.S. Thakur |
A Survey of Various Techniques Based on Hidden Markov Model |
National Conference on Emerging Trends in Computational Science, MANIT Bhopal |
– |
57 |
2013 |
National Conference |
– |
|
Tarannum Dar; G.S. Thakur |
Text Mining Issues & Objectives |
National Conference on Emerging Trends in Computational Science, MANIT Bhopal |
– |
59 |
2013 |
National Conference |
– |
|
Brijesh Bakariya; G.S. Thakur |
Enhancing Performance of E-Government Websites by Web Usage Mining |
National Conference on Emerging Trends in Computational Science, MANIT Bhopal |
– |
60 |
2013 |
National Conference |
– |
|
Brijesh Bakariya; G.S. Thakur |
Security in Social Networking to Prevent Unauthorized Access Using Web Usage Mining Technique |
National Conference on Emerging Trends in Computational Science, MANIT Bhopal |
– |
60 |
2013 |
National Conference |
– |
|
D.S. Rajput; G.S. Thakur; R.S. Thakur |
Probabilistic Document Clustering Model Based on Frequent Termset |
National Conference on Emerging Trends in Computational Science, MANIT Bhopal |
– |
69 |
2013 |
National Conference |
– |
|
D.S. Rajput; G.S. Thakur; R.S. Thakur |
Comparative Analysis Between Numerous Association Rule Mining Algorithms |
National Conference on Emerging Trends in Computational Science, MANIT Bhopal |
– |
70 |
2013 |
National Conference |
– |
|
Krishna K. Mohbey; G.S. Thakur |
User Behavior Pattern Analysis by Mobile Service Request |
National Conference on Emerging Trends in Computational Science, MANIT Bhopal |
– |
71 |
2013 |
National Conference |
– |
|
D.S. Rajput; G.S. Thakur; R.S. Thakur |
Knowledge Mining of Purchase New Product by Different Sources of Advertisement Dataset |
National Conference on Emerging Trends in Computational Science, MANIT Bhopal |
– |
72 |
2013 |
National Conference |
– |
|
Krishna K. Mohbey; G.S. Thakur |
User Movement Behavior Mining Using Associated Tree |
National Conference on Emerging Trends in Computational Science, MANIT Bhopal |
– |
81 |
2013 |
National Conference |
– |
|
G.S. Thakur; Ravi Singh Thakur |
Applications of Data Mining Techniques for Social Computing |
17th Annual Conference of Gwalior Academy of Mathematical Sciences & National Symposium on Computational Mathematics & IT, Guna, India |
– |
82–82 |
2012 |
National Conference |
– |
|
G.S. Thakur; R.S. Thakur; D.S. Rajput |
Fuzzy Logic Based Knowledge Extraction in Textual Data |
17th Annual Conference of GAMS & National Symposium on Computational Mathematics & IT, Guna, India |
– |
101–101 |
2012 |
National Conference |
– |
|
G.S. Thakur; R.S. Thakur; Neeraj Sahu |
Study of Document Clustering Results Using Hesitant Fuzzy |
17th Annual Conference of GAMS & National Symposium on Computational Mathematics & IT, Guna, India |
– |
124–124 |
2012 |
National Conference |
– |
|
D.S. Rajput; R.S. Thakur; G.S. Thakur |
Significance Analysis of k-Nearest Neighbor Classifiers Against Imbalanced Dataset |
NCTECA-2012 (National Conference on Technical Education – Challenges Ahead), Bansal Institute of Research & Technology, Bhopal |
– |
– |
2012 |
National Conference |
– |
|
Swatantra K. Sahu; Neeraj Sahu; D.S. Rajput |
Biological Neuron Based Computer Technology and Mathematical Model |
NCTECA-2012, Bansal Institute of Research & Technology, Bhopal |
– |
– |
2012 |
National Conference |
– |
|
D.S. Rajput; R.S. Thakur; G.S. Thakur |
Significance Analysis of k-Nearest Neighbor Classifiers Against Imbalanced Dataset |
NCTECA-2012, Bansal Institute of Research & Technology, Bhopal |
– |
– |
2012 |
National Conference |
– |
|
G.S. Thakur; R.S. Thakur |
A Framework for Document Classification and Knowledge Extraction: FDCKE |
First M.P. State IT Convention (CITIS-2011), MANIT Bhopal |
– |
– |
2011 |
National Conference |
– |
|
R.S. Thakur; G.S. Thakur |
Document Clustering Based on Fuzzy Association Rule Mining |
CITIS-2011, MANIT Bhopal |
– |
– |
2011 |
National Conference |
– |
|
Neeraj Sahu; G.S. Thakur |
Fuzzy and Artificial Neural Network for Sanskrit Language Character Processing: SlCP |
CITIS-2011, MANIT Bhopal |
– |
– |
2011 |
National Conference |
– |
|
G.S. Thakur; R.C. Jain |
A Framework for Filtering Classification Tree |
National Conference on ETIT, April 2007 |
– |
– |
2007 |
National Conference |
– |
|
G.S. Thakur; R.C. Jain |
Document Classification Based on Naïve Bayes |
National Conference on GAMS, April 2007 |
– |
– |
2007 |
National Conference |
– |
|
G.S. Thakur; R.C. Jain |
An Application of Classification Rule Mining |
National Conference on ETIT, April 2007 |
– |
– |
2007 |
National Conference |
– |
|
G.S. Thakur; R.C. Jain |
Document Classification Based on BMM |
Young National Congress, 2007 |
– |
– |
2007 |
National Conference |
– |
|
G.S. Thakur; R.C. Jain |
Classification and Knowledge Extraction from Textual Document |
National Conference, December 2006 |
– |
– |
2006 |
National Conference |
– |
|
Title |
Year |
Agency |
Co-Investigator(if any) |
Published/Granted |
|
Intelligent caregiver wireless monitor and motion sensor for safe home system applicable for elderly people |
2022 |
yes |
Published (Patent) |
|
|
Intelligent Fire Extinguishing and Fire Safety System (IFE&FSS) |
2022 |
Published (Patent) |
||
|
Intelligent traffic signal (its) |
2022 |
Published (Patent) |
||
|
A novel approach for communication among blind deaf and dumb people using Braille phone integrated communication software |
2022 |
yes |
Published (Patent) |
|
|
Smart Charger for Electric Vehicles Using Artificial Intelligence |
2022 |
yes |
Published (Patent) |
|
|
A learning device for detecting fault conditions between shipment inspection information using machine learning |
2023 |
yes |
Published (Patent) |
|
|
A System For Automated Test Case Generation,Optimization, And Prioritization Using Machine Learning |
2025 |
yes |
Published (Patent) |
Detailed Bio-data
