Dr. Pradeep Tomar


Assistant Professor

Other
University School Of Information And Communication Technology
Ph.D. (CS), M.Tech. (CSE), MCA
Software Engineering and Artificial Intelligence


Professional
Updates


Ph.D Students

RESEARCH SCHOLARS
Development of Sustainable Machine Learning Model to Improve the Performance of IoT-based Smart Home Environment, Dimple Tomar, SICT, GBU, Greater Noida, U.P., India. (Pursuing)

Development of Conceptualization Based Indexing Scheme for Semantic Web Search Engine, Poonam Jatwani, SICT, GBU, Greater Noida, U.P., India. (Thesis Submitted: 08/08/2019)

Component Based Software Quality Prediction Using Soft Computing Techniques, Kavita Sheoran, SICT, GBU, Greater Noida, U.P., India. (Thesis Submitted: 08/10/2018 and Thesis Awarded: 27/05/2019)

Dynamic Metrics Measurement of Component-Based Software Engineering, Praveen Kumar, SICT, GBU, Greater Noida, U.P., India. (Thesis Submitted: 06/10/2017 and Thesis Awarded: 10/04/2018)

Software Quality Prediction for Component Based Software using Computational Intelligence, Deepak Panwar, SICT, GBU, Greater Noida, U.P., India. (Thesis Submitted: 31/10/2017 and Thesis Awarded: 06/04/2018)

Reliability Prediction for Component based Software by using Soft Computing Techniques, Chander Diwakar, SICT, GBU, Greater Noida, U.P., India. (Thesis Submitted: 06/10/2017 and Thesis Awarded: 06/04/2018)

Analysis and Evaluation of ECG Signal for Emotion Recognition using Computational Intelligence, Supriya Goel, SICT, GBU, Greater Noida, U.P., India. (Thesis Submitted: 23/10/2017 and Thesis Awarded: 23/03/2018)

Design and Evaluation of Software Testing Technique using Computational Intelligence, Mukesh Mann, SICT, GBU, Greater Noida, U.P., India. (Thesis Submitted: 22/03/2017 and Thesis Awarded: 08/09/2017)

Design and Evaluation of Software Component Selection Algorithm according to Requirements using Fuzzy Clustering Techniques, Jagdeep Kaur, SICT, GBU, Greater Noida, U.P., India. (Thesis Submitted: 28/05/2016 and Thesis Awarded: 31/01/2017)

Design and Evaluation of New Reusability Metrics Based on Fuzzy Approach to Measure the Quality of Component-Based Software, Aditya Pratap Singh, SICT, GBU, Greater Noida, U.P., India. (Thesis Submitted: 28/05/2016 and Thesis Awarded: 07/02/2017)


MTech & BTech Students

M.TECH. DISSERTATION AND STUDENTS
May 2019
Usage of Machine Learning Techniques for Prediction of Liver Diseases, Shubhum Kunwar, SICT, GBU, Greater Noida, U.P., India.

Efficient Methods for Next Generation Sequencing Data using Rabin-Karp Algorithm, Dushyant Pratap Singh, SICT, GBU, Greater Noida, U.P., India.

Efficient Method for Natural Image Description using Deep Learning Approach, Siddhant Singh, SICT, GBU, Greater Noida, U.P., India.

Improvement in Clone Detection Techniue using Complier and Machine Learning Tool, Aashna Badli, SICT, GBU, Greater Noida, U.P., India.

Blockchain Technology: Improvement in Response Time and Energy Consumption Reduction in Proof of Work Consensus Algorithm, Shweta Yadav, SICT, GBU, Greater Noida, U.P., India.

Improvement to Image Segmentation using K-Means and DBScan Clustering Algorithm, Mansi, SICT, GBU, Greater Noida, U.P., India.

Development of Adaptable Machine Learning Model for Energy Management Using Fog Computing, Deepanshu Singh Yadav, SICT, GBU, Greater Noida, U.P., India.

Predictive Energy Efficient Based Platform for Fog Computing using Machine Learning Algorithm, Diksha Sharma, SICT, GBU, Greater Noida, U.P., India.

Efficient Method for Next Location Prediction using Long Short Term Memory Model, Akanksha Verma, SICT, GBU, Greater Noida, U.P., India.

Enhancement of Segregating spammers and Unsolicited Bloggers from Genuine Experts on Twitter, Madhur Gupta, SICT, GBU, Greater Noida, U.P., India.

Enhanced Methods for Next Generation Sequencing Data using Rolling Hash Algorithm, Prateek Kalra, SICT, GBU, Greater Noida, U.P., India.

Improvement of Decision-Making using Bayesian Dropout approach in Deep Reinforcement Learning, Arsh Javed Rehman, SICT, GBU, Greater Noida, U.P., India.

May 2018
Performance Evaluation of AODV Routing Protocol using Soft Computing Techniques, Vivek Bharti, SICT, GBU, Greater Noida, U.P., India.

Improvement in XML Keyword Search and Ranking, Vasudev Yadav, SICT, GBU, Greater Noida, U.P., India.

Design and Evaluation of Dynamic Cohesion Measure for Component-Based Software, Shobit Sharma, SICT, GBU, Greater Noida, U.P., India.

Generation and Evaluation of Geospatial Time Series Data using KNN Temperature Forecasting, Arvind Kumar, SICT, GBU, Greater Noida, U.P., India.

Enhancement of Data Streaming using Hybrid Clustering Technique in Massive Online Analysis of Environment, Shubham Kushwaha, SICT, GBU, Greater Noida, U.P., India.

Design and Development of Predictive Model to Determine Strength of Concrete Through Artificial Neural Network using R, Sandeep Kumar Singh, SICT, GBU, Greater Noida, U.P., India.

Improved Image Based Multimodal Authentication System, Waseem Ahmad, SICT, GBU, Greater Noida, U.P., India.

June 2017
Component Selection Algorithm using Code Metrics and Component Reliability, Saket Sharma, SICT, GBU, Greater Noida, U.P., India.

Method to find the Halstead Complexity Measurement for Component-Based Software, Anuj Kumar, SICT, GBU, Greater Noida, U.P., India.

Energy Efficient Routing using ALS-ML-Spanning Tree in Internet of Things for MANETs, Shubham Garg, SICT, GBU, Greater Noida, U.P., India.

Floor Plan Construction via Mobile Crowdsensing using Smartphone, Nitin Kumar, SICT, GBU, Greater Noida, U.P., India.

Improved Constrained Subproblems using Weighted Tchebycheff Approach in Multi-Objective Evolutionary Algorithm, Arjun Kumar, SICT, GBU, Greater Noida, U.P., India.

Enhancement of Release Planning in Agile Environment using TOP-K and Genetic Algorithm, Rishab, SICT, GBU, Greater Noida, U.P., India.

May 2017
A Hybrid Method for Reliability Prediction of Interlocking Software, Snehlata Gautam, SICT, GBU, Greater Noida, U.P., India.

Segmentation of Intima Media Thickness in Ultrasound Images, Anajli Malik, SICT, GBU, Greater Noida, U.P., India.

An Improvement in I/O Virtualization using Last in Genetic Algorithm to give Priority on Virtual Machines, Jagriti Maurya, SICT, GBU, Greater Noida, U.P., India.

May 2016
Hybrid Approach for Software Component Classification Using Computational Intelligence, Pravind Kumar, SICT, GBU, Greater Noida, U.P., India.

Identification and Transmission of ECG features using Wireless Sensor Network by Applying Dijkstra's Algorithm, Himanshu Chaudhary, SICT, GBU, Greater Noida, U.P., India.

Automatic Test Case Generation using Computational Intelligence, Shivani Singh, SICT, GBU, Greater Noida, U.P., India.

Multi-Armed Bandit Algorithm Based Evaluation of Document Similarity Techniques for News Article Recommendation using Quora user Modeling, Himanshu Divedi, SICT, GBU, Greater Noida, U.P., India.

Design and Implementation of Smart Parking System for Smart Cities using Internet of Things, AkritiĀ  Yadav, SICT, GBU, Greater Noida, U.P., India.

Design and Evaluation of Software Metrics Reduction Methods using Computational Intelligence, Apoorav Jain, SICT, GBU, Greater Noida, U.P., India.

A Fuzzy Logic Framework for Test Case Prioritization, Alok Kumar Shrivastav, SICT, GBU, Greater Noida, U.P., India.

Design and Development of Reusability Estimation Model Using Computational Intelligence, Sachin Goel, SICT, GBU, Greater Noida, U.P., India.

QoS Based Approach to Improve Selection and Composition of Web Services Through Computational Intelligence, Shashank Kumar Singh, SICT, GBU, Greater Noida, U.P., India.

Maintainability of Software by using Computational Intelligence from Software Erosion, Shivam Sharma, SICT, GBU, Greater Noida, U.P., India.

Design and Development of Hybrid Algorithm for Secure Cloud Computing, Divesh Malik, SICT, GBU, Greater Noida, U.P., India.

Evaluation and Enhancement in Security Issues in Grid Computing Through Encryption Standard MCS-SHA-256, Advita Phatak, SICT, GBU, Greater Noida, U.P., India.

Reliability Prediction of Component-Based Software during Interaction, Akanksha Chaudhary, SICT, GBU, Greater Noida, U.P., India.

A Hybrid Approach to Detect Credit Card Fraud using Computational Intelligence, Anju Bala, SICT, GBU, Greater Noida, U.P., India.

MAPReduce-Based Big Data Processing using Feed Forward Neural Network, Jaspreet Kaur Sethi, SICT, GBU, Greater Noida, U.P., India.

Document Level Sentiment Analysis on Big Data using Hadoop, Shubham Panwar, SICT, GBU, Greater Noida, U.P., India.

Image Encryption using AES Algorithm with Intelligent Water Dropping (IWD) Algorithm for Improving the Performance of AES, Pawan, SICT, GBU, Greater Noida, U.P., India.

May 2015
Automated Test Data Generation through Path Testing using Genetic Algorithm for Aspect-Oriented Programming, Juhi Khandelwal, SICT, GBU, Greater Noida, U.P., India.

An Optimal Memory Management Algorithm for Smart Home System, Uttam Sharma, SICT, GBU, Greater Noida, U.P., India.

Design and Evaluation of Recommendation System using Modified Clustering Technique, Shaivya Kaushik, SICT, GBU, Greater Noida, U.P., India.

Automated Test Data Generation using Computational Intelligence, Saumya Dixit, SICT, GBU, Greater Noida, U.P., India.

Design and Evaluation of Dynamic Testing in Object-Oriented Programming through Computational Intelligence, Sonam Singh Bhati, SICT, GBU, Greater Noida, U.P., India.

Automated Software Testing using Metaheuristic Techniques through Logical Coverage Criteria, Parul Chaudhary, SICT, GBU, Greater Noida, U.P., India.


Optimization and Evaluation of Epilepsy Risk in Patients using Chaos-Voxel, Jagrati Shrivastva, SICT, GBU, Greater Noida, U.P., India.

Mathematical Reliability Model for Failure prediction using Genetic Algorithm, Aayushi Srivastava, SICT, GBU, Greater Noida, U.P., India.

A Hybrid Baysian-Weibull Model for Predicting Software Reliability, Mridula Ayra, SICT, GBU, Greater Noida, U.P., India.

May 2014
Design and Development of Metrics to Measure the Complexity of Component-Based System through Interfaces, Sachin, SICT, GBU, Greater Noida, U.P., India.

Measurement and Evaluation of Component-Based Software through Dynamic Matrices, Anjali Chaudhary, SICT, GBU, Greater Noida, U.P., India.

Design and Evaluation of Component Based Reliability Model to Measure the Quality of Component-Based Software, Dimple Tomar, SICT, GBU, Greater Noida, U.P., India.

Early Reliability Prediction using UML in Component Based Software, Abhinav Chaudhary, SICT, GBU, Greater Noida, U.P., India.

Design and Evaluation of Metric for Component Based Software System at Design Level, Kritika Yadav, SICT, GBU, Greater Noida, U.P., India.

Design and Development of Component Selection Method through Metahueuristic, Niharika Singh, SICT, GBU, Greater Noida, U.P., India.

Design and Development of Component Reusability Metric Suites to Measure the Reusability of Component-Based Software, Suchitra Yadav, SICT, GBU, Greater Noida, U.P., India.

Location Based Search Privacy Mechanisms for Mobile Online Social Network, Vinay Kumar, SICT, GBU, Greater Noida, U.P., India.

May 2013
Design and Evaluation of New Component Selection Algorithm for Development of Component-Based Software, Amrita, SICT, GBU, Greater Noida, U.P., India.

Design and Evaluation of New Agile Software Life Cycle Model by using Aspect-Oriented Requirement Engineering, Annu, SICT, GBU, Greater Noida, U.P., India.

Design and Evaluation of New Component Selection Algorithm for Development of Component-Based Software, Anupama Verma, SICT, GBU, Greater Noida, U.P., India.

Design and Evaluation of Proposed Hybrid Aspect Mining Algorithm for Aspect-Oriented Software Engineering, Garima Soni, SICT, GBU, Greater Noida, U.P., India.

May 2012
Design and Development of a Semi Automated Aspect Mining Technique for Aspect-Oriented Software, Hema Kashyap, SICT, GBU, Greater Noida, U.P., India.

Design and Evaluation of Component-based Web Services Framework for Component-Based Software System, Dinesh Kumar, SICT, GBU, Greater Noida, U.P., India.

Design and Evaluation of Component-Based Software Algorithm for Optimal Component Selection to Develop CBS, Siddarth Sharma, SICT, GBU, Greater Noida, U.P., India.

Design and Evaluation of Algorithm for Effective and Optimal use of Central Processing Unit, Sumit Kumar Singh, SICT, GBU, Greater Noida, U.P., India.

Design and Development of Complexity Metrics to Detect the Number of Faults in Component-Based Software, Pravin Kumar, SICT, GBU, Greater Noida, U.P., India.

Development and Evaluation of Reusability Metrics to Solve Component Selection Problem in Component-Based Software, Mahveer Singh, SICT, GBU, Greater Noida, U.P., India.

Design and Evaluation of Framework for solving the Structural Conflict in Aspect-Oriented Programming by using Conceptual Model, Anand Kumar Yadav, SICT, GBU, Greater Noida, U.P., India.

May 2011
Design and Development of Component Selection Process and Algorithm for Optimal Component Selection in Component-Based Software Engineering, Arvind Kumar, SICT, GBU, Greater Noida, U.P., India.

Identification of Faults with the help of Software Reliability and Reusability Prediction Methods in Component-Based Software Engineering, Deepak Panwar, SICT, GBU, Greater Noida, U.P., India.


Graduated Students

B.TECH. MAJOR PROJECTS AND STUDENTS
May 2018
You only Look Once : Unified, Real-Time Object Detection
Team Members: 02 Technology: JAVA

Text Generation using LSTM/RNN
Team Members: 04 Technology: JAVA

May 2017
Image Encryption Decryption using AES Algorithm
Team Members: 01 Technology: JAVA

Face Recognition System
Team Members: 03 Technology: JAVA

Information Retrieval System
Team Members: 01 Technology: JAVA

May 2016
Online Marks Management System
Team Members: 05 Technology: JAVA

Learning Management System
Team Members: 04 Technology: Visual Studio

Design and Implementation of Stenography System through Least Significance Bit Technique
Team Members: 03 Technology: JAVA

May 2015
GBU E-Learning
Team Members: 04 Technology: JAVA

Solving Traveling Salesman Problem using Genetic Algorithm
Team Members: 04 Technology: Visual Studio

Learning Management System
Team Members: 04 Technology: ASP.NET

May 2014
Image Edge Detection
Team Members: 05 Technology: MATLAB R2009

Authentication using outer Ear Image for Human Ear Recognition and Identification
Team Members: 05 Technology: JAVA

May 2013
Development of GUI Based Application for Evaluation and Optimization of Java Object Ordering Schemes
Team Members: 04 Technology: JAVA

Design and Development of Web Based Open Source Software Management Tool for Open Source Software
Team Members: 03 Technology: PHP

Development of Open Object-Oriented Learning Environment for Computing Education.
Team Members: 03 Technology: JAVA

May 2012
Design and Development of Software for Component Selection by using Greedy Algorithm
Team Members: 03 Technology: JAVA and HTML

Design and Development of Software for Component Selection using Genetic Algorithm
Team Members: 03 Technology: JAVA and HTML

May 2011
Design and Development of Chat Application
Team Members: 04 Technology: JAVA
Design and Development of Hostel Management System through Open Source Technology.
Team Members: 04 Technology: PHP


Research Assistants



Summer Interns


Independent Studies and Projects

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