Institute of Technology

Dr. Sanjay Garg

Dr. Sanjay Garg

Total Experience 30 Year
Educational Qualification Ph.D.(Computer Science & Engg.)
Research Area Theoretical Computer Science, Database Systems and Mining, Parallel Computing, Image Processing/Pattern recognition.
General information
Designation Professor and Head of Department
Office Phone 07930642212
Cabin No B Block - 100

Dr Sanjay Garg is working as a Professor and Head of Computer Engineering Department at Institute of Technology, Nirma University. He is involved in teaching subjects like Data Mining and Mathematical Foundations of Computer Engineering at UG and PG Level. He has successfully supervised three Ph. D dissertations and currently guiding five PhD students in the field of Data Mining, Patter Recognition and Image Processing. He has completed two Research Projects funded by ISRO under RESPOND scheme and GUJCOST as Principal Investigator and one ISRO-RESPOND research project is in progress . He is recipient of 'Best Engineering College Teacher Award in Gujarat-2016' by ISTE,New Delhi. His experience includes curriculum development at various levels for the programmes under Computer Science and Engineering. He is also a Senior member of IEEE.

Teaching 30 Year 2 Month
Industry -
Membership Senior member of IEEE,Member of ACM, Indian Society for Technical Education , Computer Society of India and Systems Society of India

Specialization Areas Data Mining, Pattern recognition & Image Processing
Subject Taught UG Computer Organisation, Complier Design
Subject Taught PG Data Structure & Algorithm

Reading, Listening Music

Dr. Sanjay Garg - Achievements

TitleDescriptionAchieved On
ISTE Best Engineering College Teacher in Gujarat State Awarad 2016 This award is conferred by ISTE New Delhi, for academic excellence and contributions for technical education in Gujarat State for 2016. 2016

Dr. Sanjay Garg - Experience

Institute / OrganizationDesignationDuration
Institute of Technology, Nirma UniversityProfessor & HOD May 2010 To till date
A. D. Patel Institute of Technology, New V.V.NagarProfessor & HOD July 2006 To May 2010
A. D. Patel Institute of Technology, New V.V.NagarAssistant Professor August 2003 To May 2006
Samrat Ashok Technological Institute Vidisha, M.P.Lecturer November 1995 To August 2003
Government Engineering College, Jabalpur, M.P.Lecturer (Part time) May 1994 To November 1995
CRC, GEC Jabalpur (M.P.)Project Fellow March 1994 To April 1994
Intel Sat Informatics, BhopalProgramme Lecturer April 1992 To February 1994

Dr. Sanjay Garg - Publication



TitleISSN / ISBN No PublisherVolumeYear
Privacy Preserving Data Mining-Issues & Techniques: Preserving privacy of data streams and large data sets while mining  Scholars Press 2014

Book Chapter

TitleISSN / ISBN No PublisherVolumeYear
Performance Modeling and Optimization of Live Migration of Virtual Machines in Cloud Infrastructure 978-981-10-5025-1Research Advances in Cloud Computing 2017
Efficient Vehicle Detection and Classification for Traffic Surveillance System  Springer 2017

International Conference

TitleISSN / ISBN No PublisherVolumeYear
Dynamic Localization Algorithm for Wireless Sensor Networks 978-981-10-6871-3Progress in Advanced Computing and Intelligent Engineering5632018
Performance modeling of skip models for VM migration using Xen 978-1-5090-1667-9International Conference on Computing, Communication and Automation 2017
Human Gesture Analysis for Action Recognition 978-1-5090-3663-9IEEE International Conference on Advances in Electronics, Communication and Computer Technology 2017
MapReduce based Multilevel Association Rules Mining from Concept Hierarchical Sales Data  ICACDS-2016, Krishna Engineering College, Ghaziabad.12016
Data streams and privacy: Two emerging issues in data classification 978-1-4799-9991-0NuiCONE, IEEEEXPLORE 2015
Wavelet based SAR data denoising and analysis  IEEE International Advance Computing Conference (IACC) 2014, IEEE 2014
A Peer-to-Peer multiway tree network with efficient range query search using multidimensional indexing  Fourth International Conference on Digital Information and Communication Technology and it's Applica 2014
Geometric Transformation Based Multiplicative Data Perturbation For Privacy Preserving Data Mining  The Sixth IEEE Workshops on Computational Intelligence & Application (IWCIA 2013) 2013
Parallel frequent set mining using inverted matrix approach  Nirma University International Conference on Engineering (NUiCONE), 2012 , IEEE 2012
Privacy Preserving Data Stream Classification Using Data Perturbation Techniques  International Conference on Emerging Trends in Electrical,Electronics and Communication Technologies 2012
An Empirical Analysis of Multiclass Classification Techniques in Data Mining  International Conference on Engineering (NUiCONE), 2011 Nirma University, IEEEXplore 2011
Privacy Preserving Data Mining Techniques: Challenges and Issues  Proceedings of International Conference on Computer Science & Information Technology, CSlT 2011
Clustering Based Multidimensional Sequential Pattern Mining  Nirma Univ. Intl. Conf .on Engineering (NUiCONE), 2010 2010
Multi Agent Based Performance Optimization Distributed Data Mining Architecture  ICETAETS 2008 2008
The Hierarchical Relationships, Attributes, Keys And Entities Model - HRAKE  ICETAETS 2008 2008
Distributed Data Mining in Heterogeneous Environments With relevant Architecture  ICSCIS-07 2007
EMOTAR: An Enhanced Model for Objects with Temporal Attributes and Relationships  ICSCIS-07 2007
Issues and Challenges in Data Mining Architectures  Conf. on Emerging Technologies in Computer Science, MIT, Meerut, 2007
On overlapping regions in cluster-R tree  Proceedings of 5th Global Conference on FMS. Management of IT and Infrastructure for Flexibility and 2005
Hk-mean algorithm: Integrating k-mean and k-medoid clustering algorithm  Proc. Intl. Conf. on AIECT 2004

International Journal

TitleISSN / ISBN No PublisherVolumeYear
Improved pre-copy algorithm using statistical prediction and compression model for efficient live memory migration 1740-0562International Journal of High Performance Computing and Networking112018
Interesting association rule mining with consistent and inconsistent rule detection from big sales data in distributed environment 2314-7288Future Computing and Informatics Journal22017
Preserving output-privacy in data stream classification 2192-6352Progress in Artificial Intelligence62017
MapReduce Based Multilevel Consistent and Inconsistent Association Rule Detection from Big Data Using Interestingness Measures  Big Data Research92017
Fusion of statistical and machine learning approaches for time series prediction using earth observation data 1742-7185International Journal of Computational Science and Engineering (IJCSE)132017
Preserving output-privacy in data stream classification 2192-6352Progress in Artificial Intelligence, Springer62017
Development and validation of OPTICS based spatio-temporal clustering technique 0020-025Information Sciences, ELSEVIER3692016
Towards Deriving an Optimal Approach for Denoising of RISAT-1 SAR Data Using Wavelet Transform 2347-2693International Journal of Computer Sciences and Engineering42016
Towards Identifying Optimal Quality Indicators for Evaluating De-Noising Algorithm Performance in SAR 0973-7391International Journal of Computer Science & Communication72016
Human action recognition using fusion of features for unconstrained video sequences 0045-7906Computers & Electrical Engineering, ELSEVIER 2016
A QoS-aware approach for runtime discovery, selection and composition of semantic web services 1744-0084International Journal of Web Information Systems, Emerald Insight122016
Machine Learning Based Statistical Prediction Model for Improving Performance of Live Virtual Machine Migration  Journal of Engineering, Hindawi Publishing Corporation20162016
Comparative Analysis of Traditional Methods for Moving Object Detection in Video Sequence 0973-7391International Journal of Computer Science & Communication62015
Spatio-Temporal Outlier Detection Technique 0973-7391International Journal of Computer Science & Communication62015
Discovery and Composition of Link Open Data based RESTful Web services 0973-7391International Journal of Computer Science & Communication62015
Dynamic Web Services Composition using Optimization Approach 0973-7391International Journal of Computer Science & Communication62015
Performance Measures for Densed and Arbitrary Shaped Clusters 0973-7391International Journal of Computer Science & Communication62015
Evaluating the impact of fanout and dimension on the performance of a hybrid model for multidimensional indexing in peer–to–peer m–ary tree network 1754-3916International Journal of Communication Networks and Distributed Systems, Inderscience Publishers142015
Top-Down and Bottom-Up Cues Based Moving Object Detection for Varied Background Video Sequences 1687-5680Hindawi Publishing Corporation Advances in Multimedia20142014
Multiobjective Optimization for Classifying Samples of Large Gene Expression Datasets Using Improved Ant Colony Optimization and Competitive Sample Selection 0973-7391International Journal of Computer Science & Communication52014
Some Investigations on Machine Learning Techniques for Automated Text Categorization 0975 - 8887International Journal of Computer Applications, Foundation of Computer Science712013
Some Investigations on Machine Learning Techniques for Automated Text Categorization 0975-8887International Journal of Computer Applications712013
Privacy Gain Based Multi-Iterative k-Anonymization to Protect Respondents’ Privacy 2230-9039IFRSA’s International Journal of Computing32013
Optimizing Classification of High Dimensional Data by Hybrid Approach of Feature, Selection with Wrapper Evaluators 0974-9683CiiT International Journal of Dataa Mining and Knowledge Engineering52013
Some of the Single-Imputation Methods for Handling Missing Values 2249-3220International Journal Of Data Mining And Emerging Technologies22012
Robust Face Detection using Fusion of Haar and Daubechies Orthogonal Wavelet Template. 0975 – 8887International Journal of Computer Applications462012
A Comparative Analysis of Cancer Gene Classification Approaches from Microarray Data 2249-6157GIT-Journal of Engineering and Technology52012
Topology Management in Ad Hoc Network 0975 – 8887International Journal of Computer Applications102010
Effective Web Cache Pre-fetching technique using Markov Chain 0974–9683CiiT International Journal of Data Mining and Knowledge Engineering22010
Basic Framework of CATSIM Tree for Effcient Frequent Pattern Mining 1807-4545INFOCOMP Journal of Computer Science82009
Basic Frame work of CATSIM Tree for efficient frequent pattern mining 1807-4545INFOCOMP Journal of Computer Science82009
Integration of R-tree and Clustering Techniques for Search Efficient Indexing of High Dimensional Datasets  JCS32007
Modified web access pattern (mWAP) approach for sequential pattern mining 10874545INFOCOMP Journal of Computer Science62007
Variations of k-mean Algorithm: A Study for High-Dimensional Large Data Sets. 1812-5646Information Technology Journal52006
Building high dimensional indexing structure based on cluster information for better space utilization 1812-5646Information Technology Journal52006
 Journal of Engineering and Technology SPU182005

National Conference

TitleISSN / ISBN No PublisherVolumeYear
Automated Text Categorization with Machine Learning and its Application in Multilingual Text Categorization  National Conference on Advance Computing-09, GECT, India 2009

National Journal

TitleISSN / ISBN No PublisherVolumeYear
A Comparative study of Clustering algorithm for High Dimensional Dat  Journal of Engineering and Technology SPU 2005
Parallizing compiler using Static Slicing  Journal of Engineering and Technology SPU172004

Dr. Sanjay Garg - Qualification

QualificationSpecializationUniversityPassing Year%Class
Ph.D. Computer Science and Engineering Rajiv Gandhi University of Technology 2008   
M.E. Computer Engineering and Automation Rajiv Gandhi University of Technology S.G.S.I.T.S., Indore. 2000  Distinction
B.E. Computer Technology S.A.T.I., Vidisha 1991  First

Dr. Sanjay Garg - Activity

Dr. Sanjay Garg - Research Projects

TitleFund TypeAgencyStart DateDurationPrincipal Investigator
Design, Developmment of spatio-temporal data mining techniques and software framework for earth observation dataExternal FundingISRO- SAC22/04/20132 yearsPI - Dr. Sanjay Garg, Dr. Kedar Prasad Agrawal, Mr. Shashikant Sharma
Object Detection and surveillance systemExternal FundingGUJCOST - - PI - Dr. Sanjay Garg, Dr. Vijay S Ukani
Design and Development of Scalable Data Mining Algorithms for Big Earth Data.External FundingISRO (RESPOND)02/08/20162PI - Dr. Sanjay Garg

Dr. Sanjay Garg - Project Guided

Project TitleDescriptionDuration
Rainfall prediction using machine learning and forecasting techniques using big data framework   2016
Object Detection and Video Survellance   December 2014
Incorporating Functional Encryption in Privacy Preserving Data Mining   December 2014
Classification Using Genetic Programming   June 2011
Security Issues in Cloud Computing   July 2011
Topology Management in MANET   May 2011
Network Intrusion Detection Using Data Mining Techniques   March 2010
Association Rule Mining Using Bitmap File   March 2010
Use-Pseudo Projection Along With Prefix Span For Multi Dimensional Databases   January 2010
ARM With Missing Information   May 2010
Automated Text categorization using Machine learning approach   May 2010
Mining Temporal Association Rule   June 2009
Service Oriented Architecture : A Case Study   August 2008
Web-Log Mining Using Markov Chain Model   August 2008
Modified CATS Tree For Sequential Pattern Mining   June 2008
An efficient frequent Pattern Mining using BDFS and h-1-max BDFS   October 2007
G-Mine Algorithm For Sequential Pattern Mining   October 2007
Clustering Association Rule   October 2007
Sequential Patterns In Association Rule Mining   August 2007
Frequent Pattern Mining On Web Log   August 2007
Association Rule Mining Using Domain Knowledge   August 2007
Association Rule Mining Using Inverted Matrix Approach   July 2007
Hierarchical Temporal ER Modeling   January 2006
Spatial Outlier Detection Using Neighborhood Function   January 2006
Integrating Clustering With Indexing Structures For High Dimensional Databases   October 2005

Dr. Sanjay Garg - PhD Students

StudentResearch TitleResearch FieldStatus
Modi Kiritkumar J. Use of semantic web approach for effective web services effective web servicesCompleted
Mahesh Hasmukhbhai Panchal Mining Genome data using AI techniques AI techniquesPursuing
Solanki Pareshkumar Mahendrabhai Web Mining Web MiningPursuing
Patel Chirag Ishwarbhai Object detection and surveillance system surveillance systemCompleted
Kedar Prasad Agrawal Clustering and Time Series Prediction for Spatio-Temporal Geographic Dataset. Data miningCompleted
Kotecha Radhika Navinbhai Privacy Preserving Classification of Horizontally Partitioned data Using Genetic Programming Genetic ProgrammingPursuing
Dineshkumar Jethalal Prajapati Mining Multilevel Association Rule mining using soft Computing soft ComputingPursuing
Purvish Khalpada Creative Story Generation Machine Artifical IntelligenecePursuing
Prof. Sapan H. Mankad Enhancing Speech Processing using Machine Learning Speech signal ProcessingPursuing