Anuradha Chug

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 35

Top Topics

Class Imbalance

Software Quality

Imbalanced Datasets

Top Venues

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

Intell. Data Anal.

Int. J. Intell. Eng. Informatics

Publications

Mansi Agnihotri, Anuradha Chug
Understanding the effect of batch refactoring on software quality. Int. J. Syst. Assur. Eng. Manag. 15 (6) (2024)
Mansi Agnihotri, Anuradha Chug
): An aid to developers for application of refactoring operations to improve software quality. J. Softw. Evol. Process. 36 (5) (2024)
Shradha Verma, Anuradha Chug, Amit Prakash Singh, Dinesh Singh
Plant Disease Detection and Severity Assessment Using Image Processing and Deep Learning Techniques. SN Comput. Sci. 5 (1) (2024)
Heena Kalim, Anuradha Chug, Amit Prakash Singh
modSwish: a new activation function for neural network. Evol. Intell. 17 (4) (2024)
Shradha Verma, Anuradha Chug, Amit Prakash Singh
Revisiting activation functions: empirical evaluation for image understanding and classification. Multim. Tools Appl. 83 (6) (2024)
Priyanka Sahu, Anuradha Chug, Amit Prakash Singh, Dinesh Singh
Classification of crop leaf diseases using image to image translation with deep-dream. Multim. Tools Appl. 82 (23) (2023)
Anshul Bhatia, Anuradha Chug, Amit Prakash Singh, Dinesh Singh
Fractional mega trend diffusion function-based feature extraction for plant disease prediction. Int. J. Mach. Learn. Cybern. 14 (1) (2023)
Anuradha Chug, Anshul Bhatia, Amit Prakash Singh, Dinesh Singh
A novel framework for image-based plant disease detection using hybrid deep learning approach. Soft Comput. 27 (18) (2023)
Shradha Verma, Anuradha Chug, Amit Prakash Singh, Dinesh Singh
PDS-MCNet: a hybrid framework using MobileNetV2 with SiLU6 activation function and capsule networks for disease severity estimation in plants. Neural Comput. Appl. 35 (25) (2023)
Ayushi Gupta, Anuradha Chug, Amit Prakash Singh
Multi-Disease Classification in In-Field Coffee Leaves Using Cost-Efficient Ensemble Classifier. ICCCNT (2023)
Shikha Gupta, Anuradha Chug
A feature selection strategy for improving software maintainability prediction. Intell. Data Anal. 26 (2) (2022)
Anshul Bhatia, Anuradha Chug, Amit Prakash Singh, Dinesh Singh
A hybrid approach for noise reduction-based optimal classifier using genetic algorithm: A case study in plant disease prediction. Intell. Data Anal. 26 (4) (2022)
Raj Kumar, Anuradha Chug, Amit Prakash Singh, Dinesh Singh
A Systematic Analysis of Machine Learning and Deep Learning Based Approaches for Plant Leaf Disease Classification: A Review. J. Sensors 2022 (2022)
Amit Prakash Singh, Priyanka Sahu, Anuradha Chug, Dinesh Singh
A Systematic Literature Review of Machine Learning Techniques Deployed in Agriculture: A Case Study of Banana Crop. IEEE Access 10 (2022)
Mansi Agnihotri, Anuradha Chug
Analyzing the Relationship between Software Metrics and Bad Smells Using Critical Metric Value (CMV). IC3 (2021)
Anuradha Chug, Sandhya Tarwani
Identifying the Optimal Refactoring Dependencies Using Heuristic Search Algorithms to Maximize Maintainability. Int. J. Softw. Eng. Knowl. Eng. 31 (6) (2021)
Khyati Ahlawat, Anuradha Chug, Amit Prakash Singh
A Novel Hybrid Sampling Algorithm for Solving Class Imbalance Problem in Big Data. Adv. Data Sci. Adapt. Anal. 13 (2) (2021)
Shikha Gupta, Anuradha Chug
An Extensive Analysis of Machine Learning Based Boosting Algorithms for Software Maintainability Prediction. Int. J. Interact. Multim. Artif. Intell. 7 (2) (2021)
Kirti Lakra, Anuradha Chug
Application of metaheuristic techniques in software quality prediction: a systematic mapping study. Int. J. Intell. Eng. Informatics 9 (4) (2021)
Anshul Bhatia, Anuradha Chug, Amit Prakash Singh, Dinesh Singh
Investigate the Impact of Resampling Techniques on Imbalanced Datasets: A Case Study in Plant Disease Prediction. IC3 (2021)
Anshul Bhatia, Anuradha Chug, Amit Prakash Singh
Statistical analysis of machine learning techniques for predicting powdery mildew disease in tomato plants. Int. J. Intell. Eng. Informatics 9 (1) (2021)
Deepanshu Malhotra, Anuradha Chug
A modified label propagation algorithm for community detection in attributed networks. Int. J. Inf. Manag. Data Insights 1 (2) (2021)
Shradha Verma, Anuradha Chug, Amit Prakash Singh
Impact of Hyperparameter Tuning on Deep Learning Based Estimation of Disease Severity in Grape Plant. SCDM (2020)
Mansi Agnihotri, Anuradha Chug
A Systematic Literature Survey of Software Metrics, Code Smells and Refactoring Techniques. J. Inf. Process. Syst. 16 (4) (2020)
Khyati Ahlawat, Anuradha Chug, Amit Prakash Singh
Benchmarking framework for class imbalance problem using novel sampling approach for big data. Int. J. Syst. Assur. Eng. Manag. 10 (4) (2019)
Khyati Ahlawat, Anuradha Chug, Amit Prakash Singh
Empirical Evaluation of Map Reduce Based Hybrid Approach for Problem of Imbalanced Classification in Big Data. Int. J. Grid High Perform. Comput. 11 (3) (2019)
Shradha Verma, Anuradha Chug, Amit Prakash Singh
Prediction Models for Identification and Diagnosis of Tomato Plant Diseases. ICACCI (2018)
Shradha Verma, Anuradha Chug, Amit Prakash Singh
Recent Advancements in Image-Based Prediction Models for Diagnosis of Plant Diseases. CVIP (1) (2018)
Anuradha Chug, Sandhya Tarwani
Determination of optimum refactoring sequence using A∗ algorithm after prioritization of classes. ICACCI (2017)
Kanika Gupta, Anuradha Chug
Evaluation of instance-based feature subset selection algorithm for maintainability prediction. ICACCI (2017)
Anuradha Chug, Monika Gupta
A quality enhancement through defect reduction using refactoring operation. ICACCI (2017)
Ruchika Malhotra, Anuradha Chug
Software Maintainability: Systematic Literature Review and Current Trends. Int. J. Softw. Eng. Knowl. Eng. 26 (8) (2016)
Ruchika Malhotra, Anuradha Chug
An empirical study to assess the effects of refactoring on software maintainability. ICACCI (2016)
Sandhya Tarwani, Anuradha Chug
Sequencing of refactoring techniques by Greedy algorithm for maximizing maintainability. ICACCI (2016)
Sandhya Tarwani, Anuradha Chug
Agile Methodologies in Software Maintenance: A Systematic Review. Informatica (Slovenia) 40 (4) (2016)
Ruchika Malhotra, Anuradha Chug, Priyanka Khosla
Prioritization of Classes for Refactoring: A Step towards Improvement in Software Quality. WCI (2015)
Ruchika Malhotra, Anuradha Chug
Application of Evolutionary Algorithms for Software Maintainability Prediction using Object-Oriented Metrics. BICT (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)