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ICT and Data Engineering Research Group

Department of Information Technology Amity School of Engineering and Technology Amity University Uttar Pradesh, Noida, U.P.

Faculty Members

1 Dr. Archana Singh- Group Leader Asingh27@amity.edu
2. Dr A. Sai Sabitha assabitha@amity.edu
3 Mr. Purushottam Sharma psharma5@amity.edu
4 Ms. Shamita Malik smalik@amity.edu
5 Ms. Anuranjana aranjana@amity.edu
6 Mr.Sunil.K.Chowdhary skchowdhary@amity.edu

Current Research Areas:

ICT and Internet of Things

Data Mining and its Applications

Bio-Informatics- Mining of Data

Temporal Data Mining

Phylogenetic Networks

Soft Computing

SNA-Social Network Analytics

Big Data and its Applications

Lab Infrastructure and Computing facility

Ser. No. Facilities / Resources. Description
1 Computing Facilities Dual core 4 GB RAM high end computers available for Research.
2 Software Rapid Miner , Keel, SPPS, WEKA, R-Studio, Programming languages
Research Seminar Schedule
1 2-Dec-17  ICT & Data Engineering Data  Visualization Dr. A. Sai Sabitha
2 8-Feb-18 ICT & Data Engineering Big data and its impact on various sectors Dr. Archana Singh
3 21-Sep-17 ICT & Data Engineering Temporal Association Rule Mining for Classification Mr. Purushottam Sharma
4 16-Nov-17 ICT & Data Engineering Use of ICT for Cochlear Implant Rehabilitation Ms. Anuranjana
5 22-Feb-18 ICT & Data Engineering Reconstruction of phylogenetic algorithm Ms. Shamita Malik
6 15-Feb-18 ICT & Data Engineering A Model for application of ICT in the process of teaching and learning Mr. Sunil Kumar Chowdhary

Research problem

Integration of Learning Objects and Knowledge Objects & delivery through Data Mining

Techniques.

People involved : Sai A Sabitha, B k Sharma

The objective of the research work

  • Effective content delivery to increase the pedagogical value rather that static course content delivery to empower learning.
  • Integrate Learning Objects (LO) and Knowledge Objects (KO).
  • Delivery of Learning Knowledge Objects (LKO) using Data Mining techniques.
  • A Learning Design to support the content delivery, based on Learning Styles and Learning Approaches to satisfy the objectives of pedagogy.

Patent

Name of Faculty Mentor Year Application No Date of Approval Patent Details
Purushottam Sharma 2016 201611034023 5-Oct-16 Securing an external Hard Drive using IOT
Purushottam Sharma 2017 201711003687 1-Feb-17 Power saving circuit

Dr. Archana Singh presenting Research Seminar on Social Network Analytics

Mr. Purushottam Sharma presenting Research Seminar on Temporal Data Mining

Ms. Shamita Malik presenting Research Seminar on Phylogenetic Networks

Ms. Anuranjana presenting Research Seminar on Patent Mining

Research Publications

Dr. Archana Singh

Scopus indexed Journal Publication
Hybrid approach of hierarchical clustering Dr. Archana Singh World Applied Sciences Journal 2014
An improvised approach to generate significant association rules from customer transaction database- empirical analysis Dr. Archana Singh Journal of Theoretical and Applied Information Technology 2014
Proposed analytical customer centric model for an automobile industry Dr. Archana Singh International Journal of Data Mining, Modelling and Management 2015
Data mining techniques and its effect in customer relationship management Dr. Archana Singh International Journal of Data Analysis Techniques and Strategies 2015
A framework for mobile apps in colleges and universities: Data mining perspective Dr. Archana Singh Education and Information Technologies 2016
Performance analysis of social network algorithms on real world networks Dr. Archana Singh International Journal of Control Theory and Applications 2016
Frequent query mining using association rule mining technique Dr. Archana Singh International Journal of Control Theory and Applications 2016
Mining of Social Media data of University students Dr. Archana Singh Education and Information Technologies 2017
Effects of customer perception and social interactions on brand equity: Automobile sector Dr. Archana Singh International Journal of Data Analysis Techniques and Strategies 2017

Scopus Conference Publication

A data mining approach for the diagnosis of diabetes mellitus 7th International Conference on Intelligent Systems and Control, ISCO 2013 International 2013
Frequent queries selection for view materialization Advances in Intelligent Systems and Computing International 2013
Generate frequent queries for views in a data warehouse using data mining techniques ACM International Conference Proceeding Series International 2014
Frequent item set generation based on transaction hashing 5th International Conference on Confluence 2014: The Next Generation Information Technology Summit International 2014
Proposed algorithm for frequent item set generation 7th International Conference on Contemporary Computing, IC3 2014 International 2014
Network intrusion detection system using various data mining techniques International Conference on Research Advances in Integrated Navigation Systems, RAINS 2016 International 2016
An approach to hash based rule mining using red-black trees 1st International Conference on Next Generation Computing Technologies, NGCT 2015 International 2016
ICT enabled homes for senior citizens Smart Innovation, Systems and Technologies International 2016
Attenuation of broadband problems using data mining techniques Smart Innovation, Systems and Technologies International 2016
Comparative analysis of sentiment orientation using SVM and Naive Bayes techniques 2nd International Conference on Next Generation Computing Technologies, NGCT 2016 International 2017
Recommender system-Making lifestyle healthy using information retrieval 2nd International Conference on Next Generation Computing Technologies, NGCT 2016 International 2017
Dr A Sai Sabitha

Scopus indexed Journal Publication

Knowledge enriched learning by converging knowledge object & learning object Dr. A. Sai Sabitha Electronic Journal of e-Learning 2015
A naive bayes approach for converging learning objects with open educational resources Dr. A. Sai Sabitha Education and Information Technologies 2016
Delivery of learning knowledge objects using fuzzy clustering Dr. A. Sai Sabitha Education and Information Technologies 2016
Landscape analysis of patent dataset Dr. A. Sai Sabitha Journal of Intellectual Property Rights 2016
New weighted clustering approach to map and prioritize learning knowledge objects towards learning approaches Dr. A. Sai Sabitha International Journal of Emerging Technologies in Learning 2016
An ensemble approach in converging contents of LMS and KMS Dr. A. Sai Sabitha Education and Information Technologies 2017
Learner Groups in Massive Open Online Courses Dr. A. Sai Sabitha American Journal of Distance Education 2017
An ensemble approach in converging contents of LMS and KMS Dr. A. Sai Sabitha Education and Information Technologies 2017
Learner Groups in Massive Open Online Courses Dr. A. Sai Sabitha American Journal of Distance Education 2017

Scopus Conference Publication


A push strategy for delivering of Learning Objects using meta data based association analysis (FP-Tree) 2013 International Conference on Computer Communication and Informatics, ICCCI 2013 International 2013
Student performance analysis using clustering algorithm 2016 6th International Conference - Cloud System and Big Data Engineering, Confluence 2016 International 2016
Chronic Kidney Disease analysis using data mining classification techniques 2016 6th International Conference - Cloud System and Big Data Engineering, Confluence 2016 International 2016
Analysis and clustering of PingER network data 2016 6th International Conference - Cloud System and Big Data Engineering, Confluence 2016 International 2016
Climate change analysis to study land surface temparature trends 3rd IEEE International Conference on International 2017
Time series forecasting of stock market index India International Conference on Information Processing, IICIP 2016 International 2017
Flight crash investigation using data mining techniques India International Conference on Information Processing, IICIP 2016 International 2017
A review on knowledge extraction for Business operations using data mining 7th International Conference Confluence 2017 on Cloud Computing, Data Science and Engineering International 2017
Implementation of PingER on Android 7th International Conference Confluence 2017 on Cloud Computing, Data Science and Engineering International 2017
Comparison between significance of usability
and security in HCI		 3rd IEEE International Conference on "Computational Intelligence and Communication Technology", CICT 2017 International 2017
A walk through of software testing techniques  5th
International Conference
on System Modeling and
Advancement in Research Trends,
SMART 2016		 International 2017
Physical telepresence:
Growth trends of Tangible User Interface and its future		  2nd International Conference
on Next Generation Computing Technologies, NGCT 2016		 International 2017
       
An exhaustive and comparative
analysis of brain computer interface algorithms		 2nd International Conference on
Next Generation Computing Technologies, NGCT 2016		 International 2017
Analysis of factors affecting enrollment
pattern in Indian universities using k-means clustering		 2016 International Conference on Information Technology, InCITe 2016 -
The Next Generation IT Summit on the Theme - Internet of Things: Connect your Worlds		 International 2017
Performance analysis of student learning
metric using K-mean clustering approach K-mean cluster		 Proceedings of the 2016 6th International Conference -
Cloud System and Big Data Engineering, Confluence 2016		 International 2016
Indian stock market analysis using CHAID regression tree 3rd International Conference on Computer and
Communication Technologies, IC3T 2016		 International 2016

Mr. Purushottam Sharma


Scopus indexed Journal Publication
An effective controller design for networked control system Mr. Purushottam Sharma International Journal of Control Theory and Applications 2016
Home security using biometric sensor technology Mr. Purushottam Sharma International Journal of Control Theory and Applications 2016
Qos ensurance in cloud Mr. Purushottam Sharma International Journal of Control Theory and Applications 2016
Google's project Loon Mr. Purushottam Sharma International Journal of Control Theory and Applications 2016
Communication portal using XAMPP Mr. Purushottam Sharma International Journal of Control Theory and Applications 2016

Scopus Conference Publication

Diabetes mellitus prediction system evaluation using C4.5 rules and partial tree  4th International Conference on Reliability, Infocom Technologies and Optimization: Trends and Future Directions, ICRITO 2015 International 2015
Efficient heart disease prediction system using decision tree International Conference on Computing, Communication and Automation, ICCCA 2015 International 2015
Enhanced energy efficient AODV routing protocol for MANET International Conference on Research Advances in Integrated Navigation Systems, RAINS 2016 International 2016
Performance analysis using J48 decision tree for Indian corporate world International Conference on Research Advances in Integrated Navigation Systems, RAINS 2016 International 2016
Caught hacker: Curing DDOS attack ACM International Conference Proceeding Series International 2016
Heart disease prediction system evaluation using C4.5 rules And Partial Tree Advances in Intelligent Systems and Computing International 2016
Efficient Heart Disease Prediction System Procedia Computer Science International 2016
Heart disease prediction system evaluation using C4.5 rules And Partial Tree Advances in Intelligent Systems and Computing International 2016

Ms. Shamita Malik


Scopus indexed Journal Publication

Parallel implementation of D-Phylo algorithm for maximum likelihood clusters Ms. Shamita Malik IET Nanobiotechnology 2017
ClusPhylo: Spark based fast and reliable approach for reconstruction of phylogenetic network using large databases Ms. Shamita Malik Journal of Biology and Today's World 2017

Scopus Conference Publication

Reconstructing phylogenetic network with ReTF algorithm (rearranging transcriptional factor) 13th IEEE International Conference on BioInformatics and BioEngineering, IEEE BIBE 2013 International 2013
Detecting history of species using mining of motifs in phylogenetic networks ACM International Conference Proceeding Series International 2014
Network intrusion detection system using various data mining techniques International Conference on Research Advances in Integrated Navigation Systems, RAINS 2016 International 2016

Mr.Sunil.K.Chowdhary

Scopus Conference Publication
Compression and optimization of web-contents Smart Innovation, Systems and Technologies International 2016
Decentralized content downloading service: Intelligent way of traffic congestion control Proceedings of the 7th International Conference Confluence 2017 on Cloud Computing, Data Science and Engineering International 2017

M.Tech Dissertation:

1. Rajneesh Tanwar
Title: Evaluation of Attribute-Based Encryption Schemes for Resource-Limited Agricultural Applications
University: Hochschule Osnabrück , University of Applied Sciences
University of Applied Sciences Osnabrueck - P.O. Box 1940 - 49009 Osnabrueck – Germany

2. Kanamarlapudi KrishnaKanth Gupta
Title: Evaluation of Watermarking Capabilities in context of Agricultural Environment
University: Hochschule Osnabrück , University of Applied Sciences
University of Applied Sciences Osnabrueck - P.O. Box 1940 - 49009 Osnabrueck – Germany