Faculty Profile

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Dr. Lipika Goel

Associate Professor

      About myself

Dr. Lipika Goel, Associate Professor of Computer Science and Engineering at GRIET has completed her Ph.D. in Computer Science & Engineering registered from Amity University , Noida. Prior to Ph.D., she had earned Bachelors of Technology and Masters of Technology in Computer Science and Engineering. She is much interested in the area of software Reliability, Machine Learning. There are about 20 publications to her bag and has published 1 patent.

☎ Contact Details
Dr. Lipika Goel
Department of Computer Science
Gokaraju Rangaraju Institute of Engineering and Technology
Bachupally, Hyderabad-500090
Email: lipika1670@grietcollege.com

      Curriculam Vitae

Educational Details

2021 Ph.d Amity University, Noida
2014 M.Tech(Computer Science Engg.) Amity University, Noida
2010 B.Tech (Hons)(Computer Science Engg) Uttar Pradesh Technical University

Professional Background

Working as Associate Professor in Gokaraju Rangaraju Institute of Engineering and Technology, Hyderabad, from jan 2022 to till date.
Worked as Assistant Professor in Ajay Kumar Garg Engineering College, Ghaziabad, from july 2017 to nov 2021.
Worked as Assistant Professor in IMS Engineering College, Ghaziabad, from jan 2014 to july 2017.
Worked as Assistant Professor inI.T.S Engineering College, Ghaziabad, from aug 2013 to dec 2013
Worked as Software Developer in HCL Technologies, Noida, from march 2011 to july 2013
worked as Lecturer in HR Institute of Technology,India-Ghaziabad,July 2010 February 2011

Administrative Experience

Year Coordinator
College GeM Magazine Coordinator
NAAC Department Committee Work
NBA Department Committee Work

Committee Work

NAAC Department Committee Work
NBA Department Committee Work

Courses Taught

Discrete Mathematics
Java Programming
Operating system
Objected Oriented Analysis and Design
Data structures
Design and Analysis of Algorithms
Database Management System
Software Engineering


• Psychological Analysis for Depression Detection from Social Networking Sites, Computational Intelligence and NeuroScience, 2022, https://doi.org/10.1155/2022/4395358
• TOXGB: Teamwork Optimization Based XGBoost model for early identification of post-traumatic stress disorder. Cognitive Neurodynamics (2022). https://doi.org/10.1007/s11571-021-09771-1.
• An empirical analysis of the statistical learning models for different categories of Cross Project Defect Prediction, International Journal of Computer Aided Engineering and Technology, Inderscience Volume 14 issue No 2, 2021. DOI: 10.1504/IJCAET.2021.113549
• A Framework for Homogeneous Cross Project Defect Prediction”, International Journal of Software Innovation (IJSI),IGI Global ,2020, volume 9 issue 1,pg.52-68. DOI: 10.4018/IJSI.2021010105 (ESCI, Scopus)
• The Effect of Class Imbalance on Heterogeneous Cross Project Defect Prediction”, ICEIL 2020 at Amity University, Noida.
• Cross Project Defect Prediction using Ensemble Learning based Multinomial Classifier, EAI Transactions on Emerging Data Mining, Soft Computing Techniques and their Applications , ESCRIPTS 2019 (Indexed in ESCI, WoS).
• Defect Prediction of Cross Projects using PCA and Ensemble Learning Approach ICMETE 2019, SRM University (Delhi –NCR Campus), Springer.
• Cross Project Defect Prediction using Data sampling for Class Imbalance Learning: An Empirical Study, International Journal of Parallel, Emergent and Distributed Systems - Taylor & Francis (Indexed in ESCI, WoS) 2018.
• Implementation of Data sampling in class imbalance learning for Cross Project defect prediction : An Empirical study, Conference: IISCT-2018 JORDAN.
• A Literature Review On Cross Project Defect Prediction, IEEE Conference: UPCON 2017
• A Monitoring Framework of Tracking Bug to Upsurge Software Quality, IJCA, 2016.
• Handling Mutual Exclusion in a Distributed Application through Zookeeper, IEEE Xplore Digital Library,2015
• Automation of WebLink Validation using a Generic & Reusable Automation Framework. IEEE Xplore Digital Library,2015
• GRAFT: Generic & Reusable Automation Framework for agile testing, IEEE Xplore Digital Library,2014
• A Review on Security Issues and Challenges of Mobile Cloud Computing and Preventive Measures, International Journal of Computer Applications,2014
• Requirement Prioritization: A Study and Proposed framework, International Journal of Emerging Technology & Advanced Engineering,2013
• Introducing Agile into a Non Agile Project: Analysis of Agile Methodology with its Issues and Challenges, International Journal of Advanced Research in Computer Science,2013
• Study & Comparison of Big Data with Relational Approach, International Journal of Advanced Research in Computer Science & Software Engineering,2013
• Transition from classical to Agile: Critical steps for smooth transition. International Journal of Advanced Research in Computer Science,2012
• Zookeeper on an E-Store Application: A case study of implementing mutual exclusion in the payment process of an E-Store through Zookeeper, Conference proceeding, Amity University Noida,2012
• A comparative study of the various cloud service providers along with the focus on various techniques for optimal service selection, IJARCSEE, 2012.

Professional Work

• Attended Cyber Security Training Programme conducted by the Microsoft training academy.
• Organized FDP on Machine Learning and Data Analytics with Python from 4-8 December, 2018 at AKGEC, Ghaziabad.
• Organized FDP on IOT from 9-10 February, 2018 at AKGEC, Ghaziabad.
• Attended FDP on Android App Development at ABES Institute of Technology, Ghaziabad from 15-19 March, 2018.
• Attended Short Term Course on Institutional Accreditation (NBA Guidelines) and Quality Management (ICT Based) through NITTTR, Chandigarh from 18 - 22 July, 2016
• Attended FDP on “Instructional Delivery: Instructional Planning & Delivery- MODULE 3” in collaboration with NITTTR, Chandigarh f.rom 25th – 30th January 2016
• Attended FDP on “Instructional Delivery: Instructional Planning & Delivery” in collaboration with NITTTR, Chandigarh from 11th -15th May 2015.
• Attended FDP on Machine Learning at IMS Engineering College from 15th Jan-17th Jan 2015.
• Attended FDP on “Mobile Application Development and Deployment using IBM Worlight”, organized by Department of Computer Science and Engineering and conducted by Multisoft Systems in collaboration with IBM from 09 JUNE 2014 – 13 JUNE 2014 at IMSEC, Ghaziabad.
• Attended International Conference ICEIL 2020, at Amity University, Noida.
• Attended International Conference ICMETE held at SRM University in 2019.
• Attended International Conference IISCT held at Philadelphia University Jordan in October 2018.
• Attended International Conference UPCON held at GLA Mathura in August 2017.
• Organized International Conference ICACEA at IMS Engineering College in February 2015.

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