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Thursday, 05 Feb 2026

Dr. Ghanshyam Singh Thakur

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U.G

C++ Programming;

Java Programming;

Data Mining and Predictive Analytics

Python Programming

Big Data Analytics

P.G

C and C++ Programming; Data Structure;

Operating System; Unix and Shell Programming

Java Programming; Python Programming

Machine Learning, Deep learning,

Data Mining; Big Data Analytics

 

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

Name of the Student

Topic

Year of Award

Co-Supervisor (if any)

Mr. Neeraj Sahu

Document Clustering based Classification: Result Analysis

2014

 

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

 

Ms. Harshita Patel

Efficient computational models for classification of imbalanced data

2017

 

Mr. Gagan Vishwkarma

A framework for content-based video classification using machine learning techniques

2021

 

Mr. Yatendra Sahu

Design and development of computational model for sentiment analysis

2020

 

Mr. Saurabh Dhyani

Design and development of assorted model for sentiment analysis

2021

 

Mr. Rahul Chawda

A Computational model for clustering and pattern extraction from VANET Big Data

2020

 

Mr. Sudhanshu Kumar

Sliding Window Based Pattern Mining on Non-Stationary Stream Data

Ongoing

 

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

 

Ms. Sanjivani Manikrao Joshi

 

Ongoing

 

Mr. Hirdesh Ranjan

 

Ongoing

Dr.G.S.Thakur

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

Title

Sponsoring Agency

Duration

Amount

Co-Investigator                       (if any)

         
 

Authors

Title Journal / Conference Vol. No. Page No. Year SCI/Scopus Impact Factor

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)

-

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

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

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

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

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