Anuradha Chug

Orcid: 0000-0002-3139-4490

According to our database1, Anuradha Chug authored at least 34 papers between 2014 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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Bibliography

2024
Revisiting activation functions: empirical evaluation for image understanding and classification.
Multim. Tools Appl., February, 2024

Plant Disease Detection and Severity Assessment Using Image Processing and Deep Learning Techniques.
SN Comput. Sci., January, 2024

2023
PDS-MCNet: a hybrid framework using MobileNetV2 with SiLU6 activation function and capsule networks for disease severity estimation in plants.
Neural Comput. Appl., September, 2023

Classification of crop leaf diseases using image to image translation with deep-dream.
Multim. Tools Appl., September, 2023

Fractional mega trend diffusion function-based feature extraction for plant disease prediction.
Int. J. Mach. Learn. Cybern., January, 2023

A novel framework for image-based plant disease detection using hybrid deep learning approach.
Soft Comput., 2023

Multi-Disease Classification in In-Field Coffee Leaves Using Cost-Efficient Ensemble Classifier.
Proceedings of the 14th International Conference on Computing Communication and Networking Technologies, 2023

2022
A feature selection strategy for improving software maintainability prediction.
Intell. Data Anal., 2022

A hybrid approach for noise reduction-based optimal classifier using genetic algorithm: A case study in plant disease prediction.
Intell. Data Anal., 2022

A Systematic Literature Review of Machine Learning Techniques Deployed in Agriculture: A Case Study of Banana Crop.
IEEE Access, 2022

2021
Identifying the Optimal Refactoring Dependencies Using Heuristic Search Algorithms to Maximize Maintainability.
Int. J. Softw. Eng. Knowl. Eng., 2021

A modified label propagation algorithm for community detection in attributed networks.
Int. J. Inf. Manag. Data Insights, 2021

An Extensive Analysis of Machine Learning Based Boosting Algorithms for Software Maintainability Prediction.
Int. J. Interact. Multim. Artif. Intell., 2021

Application of metaheuristic techniques in software quality prediction: a systematic mapping study.
Int. J. Intell. Eng. Informatics, 2021

Statistical analysis of machine learning techniques for predicting powdery mildew disease in tomato plants.
Int. J. Intell. Eng. Informatics, 2021

A Novel Hybrid Sampling Algorithm for Solving Class Imbalance Problem in Big Data.
Adv. Data Sci. Adapt. Anal., 2021

Investigate the Impact of Resampling Techniques on Imbalanced Datasets: A Case Study in Plant Disease Prediction.
Proceedings of the IC3 2021: Thirteenth International Conference on Contemporary Computing, Noida, India, August 5, 2021

Analyzing the Relationship between Software Metrics and Bad Smells Using Critical Metric Value (CMV).
Proceedings of the IC3 2021: Thirteenth International Conference on Contemporary Computing, Noida, India, August 5, 2021

2020
A Systematic Literature Survey of Software Metrics, Code Smells and Refactoring Techniques.
J. Inf. Process. Syst., 2020

Impact of Hyperparameter Tuning on Deep Learning Based Estimation of Disease Severity in Grape Plant.
Proceedings of the Recent Advances on Soft Computing and Data Mining, 2020

2019
Benchmarking framework for class imbalance problem using novel sampling approach for big data.
Int. J. Syst. Assur. Eng. Manag., 2019

Empirical Evaluation of Map Reduce Based Hybrid Approach for Problem of Imbalanced Classification in Big Data.
Int. J. Grid High Perform. Comput., 2019

2018
Prediction Models for Identification and Diagnosis of Tomato Plant Diseases.
Proceedings of the 2018 International Conference on Advances in Computing, 2018

Recent Advancements in Image-Based Prediction Models for Diagnosis of Plant Diseases.
Proceedings of 3rd International Conference on Computer Vision and Image Processing - CVIP 2018, Jabalpur, India, September 29, 2018

2017
Evaluation of instance-based feature subset selection algorithm for maintainability prediction.
Proceedings of the 2017 International Conference on Advances in Computing, 2017

Determination of optimum refactoring sequence using A∗ algorithm after prioritization of classes.
Proceedings of the 2017 International Conference on Advances in Computing, 2017

A quality enhancement through defect reduction using refactoring operation.
Proceedings of the 2017 International Conference on Advances in Computing, 2017

2016
Agile Methodologies in Software Maintenance: A Systematic Review.
Informatica (Slovenia), 2016

Software Maintainability: Systematic Literature Review and Current Trends.
Int. J. Softw. Eng. Knowl. Eng., 2016

Sequencing of refactoring techniques by Greedy algorithm for maximizing maintainability.
Proceedings of the 2016 International Conference on Advances in Computing, 2016

An empirical study to assess the effects of refactoring on software maintainability.
Proceedings of the 2016 International Conference on Advances in Computing, 2016

2015
Prioritization of Classes for Refactoring: A Step towards Improvement in Software Quality.
Proceedings of the Third International Symposium on Women in Computing and Informatics, 2015

2014
Application of Group Method of Data Handling model for software maintainability prediction using object oriented systems.
Int. J. Syst. Assur. Eng. Manag., 2014

Application of Evolutionary Algorithms for Software Maintainability Prediction using Object-Oriented Metrics.
Proceedings of the 8th International Conference on Bio-inspired Information and Communications Technologies, 2014


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