Ruchika Malhotra

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 72

Top Venues

ICACCI

Int. J. Syst. Assur. Eng. Manag.

APIT

Appl. Soft Comput.

Publications

Ruchika Malhotra, Shweta Meena
Empirical validation of feature selection techniques for cross-project defect prediction. Int. J. Syst. Assur. Eng. Manag. 15 (5) (2024)
Ruchika Malhotra, Anjali Bansal, Marouane Kessentini
Deployment and performance monitoring of docker based federated learning framework for software defect prediction. Clust. Comput. 27 (5) (2024)
Ruchika Malhotra, Shweta Meena
Empirical validation of machine learning techniques for heterogeneous cross-project change prediction and within-project change prediction. J. Comput. Sci. 76 (2024)
Ruchika Malhotra, Anjali Bansal, Marouane Kessentini
A Systematic Literature Review on Maintenance of Software Containers. ACM Comput. Surv. 56 (8) (2024)
Ruchika Malhotra, Massoud Massoudi, Rajni Jindal
Shifting from traditional engineering education towards competency-based approach: The most recommended approach-review. Educ. Inf. Technol. 28 (7) (2023)
Ruchika Malhotra, Anjali Bansal, Marouane Kessentini
Vulnerability Analysis of Docker Hub Official Images and Verified Images. SOSE (2023)
Ruchika Malhotra, Massoud Massoudi, Rajni Jindal
An alumni-based collaborative model to strengthen academia and industry partnership: The current challenges and strengths. Educ. Inf. Technol. 28 (2) (2023)
Anshika Jain, Anurag Gupta, Ruchika Malhotra
A Comparative Study of Ethereum-Based and Web2.0-Based Personal Health Record Systems. ICCCNT (2023)
Ruchika Malhotra, Priya Singh
Recent advances in deep learning models: a systematic literature review. Multim. Tools Appl. 82 (29) (2023)
Ruchika Malhotra, Bhawna Jain, Marouane Kessentini
Examining deep learning's capability to spot code smells: a systematic literature review. Clust. Comput. 26 (6) (2023)
Ruchika Malhotra, Sonali Chawla, Anjali Sharma
An Artificial Neural Network Model based on Binary Particle Swarm Optimization for enhancing the efficiency of Software Defect Prediction. ICSIM (2023)
Ruchika Malhotra, Maru Tesfaye Addis
End-to-End Historical Handwritten Ethiopic Text Recognition Using Deep Learning. IEEE Access 11 (2023)
Ruchika Malhotra, Sonali Chawla, Anjali Sharma
Software defect prediction using hybrid techniques: a systematic literature review. Soft Comput. 27 (12) (2023)
Ruchika Malhotra, Megha Khanna
On the applicability of search-based algorithms for software change prediction. Int. J. Syst. Assur. Eng. Manag. 14 (1) (2023)
Aaron Paul Jacob, Aryan Bansal, Ruchika Malhotra
A Novel Approach for Early Recognition of Cataract using VGG-16 and Custom User-based Region of Interest. APIT (2022)
Ruchika Malhotra, Megha Khanna
A Text Mining Framework for Analyzing Change Impact and Maintenance Effort of Software Bug Reports. Int. J. Inf. Retr. Res. 12 (1) (2022)
Ruchika Malhotra, Dhananjay Deswal, Jai Chaudhry
Decoding the Brain Waves using EEG signals for classifying Body Gestures by applying suitable ML & DL Techniques. APIT (2022)
Ruchika Malhotra, Shweta Meena
Defect prediction model using transfer learning. Soft Comput. 26 (10) (2022)
Ruchika Malhotra, Juhi Jain
Predicting defects in imbalanced data using resampling methods: an empirical investigation. PeerJ Comput. Sci. 8 (2022)
Ruchika Malhotra, Kusum Lata
Handling class imbalance problem in software maintainability prediction: an empirical investigation. Frontiers Comput. Sci. 16 (4) (2022)
Rahul Chopra, Shreoshi Roy, Ruchika Malhotra
Transductive Instance Transfer Learning for Cross-Language Defect Prediction. APIT (2022)
Ruchika Malhotra, Juhi Jain
Predicting Software Defects for Object-Oriented Software Using Search-based Techniques. Int. J. Softw. Eng. Knowl. Eng. 31 (2) (2021)
Ruchika Malhotra, Ritvik Kapoor, Deepti Aggarwal, Priya Garg
Comparative Study of Feature Reduction Techniques in Software Change Prediction. MSR (2021)
Ruchika Malhotra, Anmol Budhiraja, Abhinav Kumar Singh, Ishani Ghoshal
A Novel Feature Selection Approach based on Binary Particle Swarm Optimization and Ensemble Learning for Heterogeneous Defect Prediction. APIT (2021)
Ruchika Malhotra, Kusum Lata
An empirical study to investigate the impact of data resampling techniques on the performance of class maintainability prediction models. Neurocomputing 459 (2021)
Rajni Jindal, Ruchika Malhotra, Abha Jain, Ankita Bansal
Mining Non-Functional Requirements using Machine Learning Techniques. e Informatica Softw. Eng. J. 15 (1) (2021)
Ruchika Malhotra, Kusum Lata
Improving Software Maintainability Predictions using Data Oversampling and Hybridized Techniques. CEC (2020)
Ruchika Malhotra, Kusum Lata
A systematic literature review on empirical studies towards prediction of software maintainability. Soft Comput. 24 (21) (2020)
Ruchika Malhotra, Kusum Lata
An empirical study on predictability of software maintainability using imbalanced data. Softw. Qual. J. 28 (4) (2020)
Vaibhav Jain, Ruchika Malhotra, Sanskar Jain, Nishant Tanwar
Cross-Domain Ambiguity Detection using Linear Transformation of Word Embedding Spaces. REFSQ Workshops (2020)
Ruchika Malhotra, Priya Singh
Exploiting bad-smells and object-oriented characteristics to prioritize classes for refactoring. Int. J. Syst. Assur. Eng. Manag. 11 (2s) (2020)
Ruchika Malhotra, Anjali Sharma
Empirical assessment of feature selection techniques in defect prediction models using web applications. J. Intell. Fuzzy Syst. 36 (6) (2019)
Ruchika Malhotra, Megha Khanna
Software Change Prediction: A Systematic Review and Future Guidelines. e Informatica Softw. Eng. J. 13 (1) (2019)
Ruchika Malhotra, Anjali Sharma
Estimating the threshold of software metrics for web applications. Int. J. Syst. Assur. Eng. Manag. 10 (1) (2019)
Ruchika Malhotra, Shine Kamal
An empirical study to investigate oversampling methods for improving software defect prediction using imbalanced data. Neurocomputing 343 (2019)
Anu Singh Lather, Ruchika Malhotra, Priya Saloni, Prabhjot Singh, Sarthak Mittal
Prediction of employee performance using machine learning techniques. AISS (2019)
Ruchika Malhotra, Megha Khanna
Analyzing Evolution Patterns of Object-Oriented Metrics: A Case Study on Android Software. Int. J. Rough Sets Data Anal. 6 (3) (2019)
Ruchika Malhotra, Megha Khanna
Dynamic selection of fitness function for software change prediction using Particle Swarm Optimization. Inf. Softw. Technol. 112 (2019)
Ruchika Malhotra, Megha Khanna
Particle swarm optimization-based ensemble learning for software change prediction. Inf. Softw. Technol. 102 (2018)
Ruchika Malhotra, Megha Khanna
Prediction of change prone classes using evolution-based and object-oriented metrics. J. Intell. Fuzzy Syst. 34 (3) (2018)
Ruchika Malhotra, Megha Khanna
Threats to validity in search-based predictive modelling for software engineering. IET Softw. 12 (4) (2018)
Ruchika Malhotra, Anjali Sharma
Analyzing Machine Learning Techniques for Fault Prediction Using Web Applications. J. Inf. Process. Syst. 14 (3) (2018)
Arunima Jaiswal, Ruchika Malhotra
Software reliability prediction using machine learning techniques. Int. J. Syst. Assur. Eng. Manag. 9 (1) (2018)
Ruchika Malhotra
An extensive analysis of search-based techniques for predicting defective classes. Comput. Electr. Eng. 71 (2018)
Ruchika Malhotra, Megha Khanna
An empirical study to evaluate the relationship of object-oriented metrics and change proneness. Int. Arab J. Inf. Technol. 15 (6) (2018)
Ruchika Malhotra, Ankita Jain Bansal
Investigation of various data analysis techniques to identify change prone parts of an open source software. Int. J. Syst. Assur. Eng. Manag. 9 (2) (2018)
Ruchika Malhotra, Kusum Lata
An Exploratory Study for Predicting Maintenance Effort using Hybridized Techniques. ISEC (2017)
Ruchika Malhotra, Megha Khanna
An exploratory study for software change prediction in object-oriented systems using hybridized techniques. Autom. Softw. Eng. 24 (3) (2017)
Ruchika Malhotra, Megha Khanna, Rajeev R. Raje
On the application of search-based techniques for software engineering predictive modeling: A systematic review and future directions. Swarm Evol. Comput. 32 (2017)
Ruchika Malhotra, Shine Kamal
Tool to handle imbalancing problem in software defect prediction using oversampling methods. ICACCI (2017)
Ruchika Malhotra, Megha Khanna
An empirical study for software change prediction using imbalanced data. Empir. Softw. Eng. 22 (6) (2017)
Ruchika Malhotra
Software Quality Predictive Modeling: An Effective Assessment of Experimental Data. ISEC (2017)
Ruchika Malhotra, Megha Khanna
Software change prediction using voting particle swarm optimization based ensemble classifier. GECCO (Companion) (2017)
Ruchika Malhotra, Ravi Jangra
Prediction & Assessment of Change Prone Classes Using Statistical & Machine Learning Techniques. J. Inf. Process. Syst. 13 (4) (2017)
Ruchika Malhotra, Anjali Sharma
Quantitative evaluation of web metrics for automatic genre classification of web pages. Int. J. Syst. Assur. Eng. Manag. 8 (2s) (2017)
Ruchika Malhotra
Special issue on search-based techniques and their hybridizations in software engineering. Comput. Lang. Syst. Struct. 47 (2017)
Rajni Jindal, Ruchika Malhotra, Abha Jain
Prediction of defect severity by mining software project reports. Int. J. Syst. Assur. Eng. Manag. 8 (2) (2017)
Rajni Jindal, Ruchika Malhotra, Abha Jain
Automated classification of security requirements. ICACCI (2016)
Ruchika Malhotra, Ankita Jain Bansal
Software change prediction: a literature review. Int. J. Comput. Appl. Technol. 54 (4) (2016)
Ruchika Malhotra, Anuradha Chug
Software Maintainability: Systematic Literature Review and Current Trends. Int. J. Softw. Eng. Knowl. Eng. 26 (8) (2016)
Ruchika Malhotra
An empirical framework for defect prediction using machine learning techniques with Android software. Appl. Soft Comput. 49 (2016)
Ruchika Malhotra, Anuradha Chug
An empirical study to assess the effects of refactoring on software maintainability. ICACCI (2016)
Ruchika Malhotra, Megha Khanna
Common threats to software quality predictive modeling studies using search-based techniques. ICACCI (2016)
Ruchika Malhotra, Ankita Jain Bansal, Sourabh Jajoria
An automated tool for generating change report from open-source software. ICACCI (2016)
Rajni Jindal, Ruchika Malhotra, Abha Jain
Techniques for text classification: Literature review and current trends. Webology 12 (2) (2015)
Rajni Jindal, Ruchika Malhotra, Abha Jain
Mining defect reports for predicting software maintenance effort. ICACCI (2015)
Ruchika Malhotra, Anjali Sharma
A Web Metric Collection and Reporting System. WCI (2015)
Ruchika Malhotra, Ankita Jain Bansal
Fault prediction considering threshold effects of object-oriented metrics. Expert Syst. J. Knowl. Eng. 32 (2) (2015)
Arunima Jaiswal, Ruchika Malhotra
Software Reliability Prediction Using Machine Learning Techniques. SocProS (1) (2015)
Ruchika Malhotra, Anuradha Chug, Priyanka Khosla
Prioritization of Classes for Refactoring: A Step towards Improvement in Software Quality. WCI (2015)
Ruchika Malhotra, Megha Khanna
Mining the impact of object oriented metrics for change prediction using Machine Learning and Search-based techniques. ICACCI (2015)
Ruchika Malhotra
A systematic review of machine learning techniques for software fault prediction. Appl. Soft Comput. 27 (2015)
Ruchika Malhotra, Anuradha Chug
Application of Evolutionary Algorithms for Software Maintainability Prediction using Object-Oriented Metrics. BICT (2014)
Ruchika Malhotra, Megha Khanna
A new metric for predicting software change using gene expression programming. WETSoM (2014)
Ruchika Malhotra
Search based techniques for software fault prediction: current trends and future directions. SBST (2014)
Ruchika Malhotra, Rajeev R. Raje
An Empirical Comparison of Machine Learning Techniques for Software Defect Prediction. BICT (2014)
Yogesh Singh, Arvinder Kaur, Ruchika Malhotra
A comparative study of models for predicting fault proneness in object-oriented systems. Int. J. Comput. Appl. Technol. 49 (1) (2014)
Ruchika Malhotra, Anushree Agrawal
CMS tool: calculating defect and change data from software project repositories. ACM SIGSOFT Softw. Eng. Notes 39 (1) (2014)
Ruchika Malhotra
Comparative analysis of statistical and machine learning methods for predicting faulty modules. Appl. Soft Comput. 21 (2014)
Ruchika Malhotra, Anuradha Chug
Application of Group Method of Data Handling model for software maintainability prediction using object oriented systems. Int. J. Syst. Assur. Eng. Manag. 5 (2) (2014)
Ruchika Malhotra, Megha Khanna
Analyzing software change in open source projects using Artificial Immune System algorithms. ICACCI (2014)
Ruchika Malhotra, Megha Khanna
Examining the effectiveness of machine learning algorithms for prediction of change prone classes. HPCS (2014)
Ruchika Malhotra, Ankita Jain Bansal
Cross project change prediction using open source projects. ICACCI (2014)
Ruchika Malhotra, Nakul Pritam, Yogesh Singh
On the applicability of evolutionary computation for software defect prediction. ICACCI (2014)
Ruchika Malhotra, Megha Khanna
Investigation of relationship between object-oriented metrics and change proneness. Int. J. Mach. Learn. Cybern. 4 (4) (2013)
Ruchika Malhotra, Anjali Sharma
A neuro-fuzzy classifier for website quality prediction. ICACCI (2013)
Ruchika Malhotra, Arun Negi
Reliability modeling using Particle Swarm Optimization. Int. J. Syst. Assur. Eng. Manag. 4 (3) (2013)
Ruchika Malhotra, Manju Khari
Heuristic search-based approach for automated test data generation: a survey. Int. J. Bio Inspired Comput. 5 (1) (2013)
Ruchika Malhotra, Divya Tiwari
Development of a framework for test case prioritization using genetic algorithm. ACM SIGSOFT Softw. Eng. Notes 38 (3) (2013)
Akshit Peer, Ruchika Malhotra
Application of adaptive neuro-fuzzy inference system for predicting software change proneness. ICACCI (2013)
Ruchika Malhotra, Ankita Jain Bansal
Fault Prediction Using Statistical and Machine Learning Methods for Improving Software Quality. J. Inf. Process. Syst. 8 (2) (2012)
Ruchika Malhotra, Mohit Garg
An Adequacy Based Test Data Generation Technique Using Genetic Algorithms. J. Inf. Process. Syst. 7 (2) (2011)
Ruchika Malhotra, Ankita Jain Bansal
Software fault prediction for object oriented systems: a literature review. ACM SIGSOFT Softw. Eng. Notes 36 (5) (2011)
Ruchika Malhotra, Arvinder Kaur, Yogesh Singh
A Regression Test Selection and Prioritization Technique. J. Inf. Process. Syst. 6 (2) (2010)
Ruchika Malhotra, Arvinder Kaur, Yogesh Singh
Empirical validation of object-oriented metrics for predicting fault proneness at different severity levels using support vector machines. Int. J. Syst. Assur. Eng. Manag. 1 (3) (2010)
Yogesh Singh, Arvinder Kaur, Ruchika Malhotra
Empirical validation of object-oriented metrics for predicting fault proneness models. Softw. Qual. J. 18 (1) (2010)
Ruchika Malhotra, Arvinder Kaur, Guru Gobind Singh
Application of machine learning methods for software effort prediction. ACM SIGSOFT Softw. Eng. Notes 35 (3) (2010)
K. K. Aggarwal, Yogesh Singh, Arvinder Kaur, Ruchika Malhotra
Empirical analysis for investigating the effect of object-oriented metrics on fault proneness: a replicated case study. Softw. Process. Improv. Pract. 14 (1) (2009)
Yogesh Singh, Arvinder Kaur, Ruchika Malhotra
Prediction of Software Quality Model Using Gene Expression Programming. PROFES (2009)
Yogesh Singh, Arvinder Kaur, Ruchika Malhotra
Comparative Analysis of Decision Trees with Logistic Regression in Predicting Fault-Prone Classes. ICISTM (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ruchika Malhotra