1. Funding Agency: Science and Engineering Research Board (SERB), SERB International Research Experience (SIRE) (Duration: 2 Months, Fund: 6 Lakhs)

Chief Investigator: Dr. Lov Kumar                                                  
Project Title: How Should I Detect and Fix Code Smell? - Investigating Source Code, and Text Analytic

Objectives:

·         Development of models that have capability to detect all types of malware applications

·        Models also inform users regarding the losses after installing malware application.

 

2.  Funding Agency: Research Initiation Grant, Bits-Pilani Hyderabad (Duration: 2018-2020, Fund: 2Lakhs)

Chief Investigator: Dr. Lov Kumar 

Project Title: How Should I Detect and Fix Code Smell? - Investigating Source Code, and Text Analytic

Objectives:

·         To investigate source code and text mining based approaches to analyze historical information databases to uncover interesting patterns and knowledge which can be used to support developers in the process of identifying components affected by code smells.

·         To find the impact of code smells on fault-proneness and change-proneness. 

 

3.     Funding Agency: TestAIng Solutions Pvt. Ltd. (Duration: 2020-2021, Fund: 3.6 Lakhs)

Chief Investigator: Dr. Lov Kumar 

Project Title:  Testing Artificial Intelligence systems

Objectives:

·         Test Coverage for AI projects

·         Test Automation for AI projects

4.     Funding Agency: TestAIng Solutions Pvt. Ltd. (Duration: 2021-2023, Fund: 8.8 Lakhs)

Chief Investigator: Dr. Lov Kumar 

Project Title:  Testing of Deep Learning Models

Objectives:

·         Test Coverage for Deep learning projects

·         Mutation Testing