Anuradha Chug

42 papers Journal 29Unranked 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
HDAF: A novel activation function for image classification.
Intell. Data Anal.
Heena Kalim, Anuradha Chug, Amit Prakash Singh
2025 J jnl
An inclusive survey on automation of refactoring: challenges and opportunities.
Int. J. Syst. Assur. Eng. Manag.
Divya Rajput, Anuradha Chug
2025 J jnl
Determination of optimum refactoring sequence for maximizing the maintainability of object-oriented systems using machine learning algorithms.
Int. J. Syst. Assur. Eng. Manag.
Sandhya Tarwani, Anuradha Chug
2025 J jnl
Review of Deep Learning Revolution on Neuro-Fuzzy Systems.
Adv. Data Sci. Adapt. Anal.
Riya Rawal, Anuradha Chug, Amit Prakash Singh
2024 J jnl
Plant Disease Detection and Severity Assessment Using Image Processing and Deep Learning Techniques.
SN Comput. Sci.
Shradha Verma, Anuradha Chug, Amit Prakash Singh, Dinesh Singh
2024 J jnl
Processing and optimized learning for improved classification of categorical plant disease datasets.
Intell. Data Anal.
Ayushi Gupta, Anuradha Chug, Amit Prakash Singh
2024 J jnl
Revisiting activation functions: empirical evaluation for image understanding and classification.
Multim. Tools Appl.
Shradha Verma, Anuradha Chug, Amit Prakash Singh
2024 J jnl
Severity Factor (
J. Softw. Evol. Process.
Mansi Agnihotri, Anuradha Chug
2024 J jnl
Understanding the effect of batch refactoring on software quality.
Int. J. Syst. Assur. Eng. Manag.
Mansi Agnihotri, Anuradha Chug
2024 J jnl
modSwish: a new activation function for neural network.
Evol. Intell.
Heena Kalim, Anuradha Chug, Amit Prakash Singh
2023 J jnl
A novel framework for image-based plant disease detection using hybrid deep learning approach.
Soft Comput.
Anuradha Chug, Anshul Bhatia, Amit Prakash Singh, Dinesh Singh
2023 J jnl
Classification of crop leaf diseases using image to image translation with deep-dream.
Multim. Tools Appl.
Priyanka Sahu, Anuradha Chug, Amit Prakash Singh, Dinesh Singh
2023 J jnl
Fractional mega trend diffusion function-based feature extraction for plant disease prediction.
Int. J. Mach. Learn. Cybern.
Anshul Bhatia, Anuradha Chug, Amit Prakash Singh, Dinesh Singh
2023 — conf
Multi-Disease Classification in In-Field Coffee Leaves Using Cost-Efficient Ensemble Classifier.
ICCCNT
Ayushi Gupta, Anuradha Chug, Amit Prakash Singh
2023 J jnl
PDS-MCNet: a hybrid framework using MobileNetV2 with SiLU6 activation function and capsule networks for disease severity estimation in plants.
Neural Comput. Appl.
Shradha Verma, Anuradha Chug, Amit Prakash Singh, Dinesh Singh
2022 J jnl
A Systematic Literature Review of Machine Learning Techniques Deployed in Agriculture: A Case Study of Banana Crop.
IEEE Access
Amit Prakash Singh, Priyanka Sahu, Anuradha Chug, Dinesh Singh
2022 J jnl
A feature selection strategy for improving software maintainability prediction.
Intell. Data Anal.
Shikha Gupta, Anuradha Chug
2022 J jnl
A hybrid approach for noise reduction-based optimal classifier using genetic algorithm: A case study in plant disease prediction.
Intell. Data Anal.
Anshul Bhatia, Anuradha Chug, Amit Prakash Singh, Dinesh Singh
2021 J jnl
A Novel Hybrid Sampling Algorithm for Solving Class Imbalance Problem in Big Data.
Adv. Data Sci. Adapt. Anal.
Khyati Ahlawat, Anuradha Chug, Amit Prakash Singh
2021 J jnl
A modified label propagation algorithm for community detection in attributed networks.
Int. J. Inf. Manag. Data Insights
Deepanshu Malhotra, Anuradha Chug
2021 J jnl
An Extensive Analysis of Machine Learning Based Boosting Algorithms for Software Maintainability Prediction.
Int. J. Interact. Multim. Artif. Intell.
Shikha Gupta, Anuradha Chug
2021 — conf
Analyzing the Relationship between Software Metrics and Bad Smells Using Critical Metric Value (CMV).
IC3
Mansi Agnihotri, Anuradha Chug
2021 J jnl
Application of metaheuristic techniques in software quality prediction: a systematic mapping study.
Int. J. Intell. Eng. Informatics
Kirti Lakra, Anuradha Chug
2021 J jnl
Identifying the Optimal Refactoring Dependencies Using Heuristic Search Algorithms to Maximize Maintainability.
Int. J. Softw. Eng. Knowl. Eng.
Anuradha Chug, Sandhya Tarwani
2021 — conf
Investigate the Impact of Resampling Techniques on Imbalanced Datasets: A Case Study in Plant Disease Prediction.
IC3
Anshul Bhatia, Anuradha Chug, Amit Prakash Singh, Dinesh Singh
2021 J jnl
Statistical analysis of machine learning techniques for predicting powdery mildew disease in tomato plants.
Int. J. Intell. Eng. Informatics
Anshul Bhatia, Anuradha Chug, Amit Prakash Singh
2020 J jnl
A Systematic Literature Survey of Software Metrics, Code Smells and Refactoring Techniques.
J. Inf. Process. Syst.
Mansi Agnihotri, Anuradha Chug
2020 — conf
Impact of Hyperparameter Tuning on Deep Learning Based Estimation of Disease Severity in Grape Plant.
SCDM
Shradha Verma, Anuradha Chug, Amit Prakash Singh
2019 J jnl
Benchmarking framework for class imbalance problem using novel sampling approach for big data.
Int. J. Syst. Assur. Eng. Manag.
Khyati Ahlawat, Anuradha Chug, Amit Prakash Singh
2019 J jnl
Empirical Evaluation of Map Reduce Based Hybrid Approach for Problem of Imbalanced Classification in Big Data.
Int. J. Grid High Perform. Comput.
Khyati Ahlawat, Anuradha Chug, Amit Prakash Singh
2018 — conf
Prediction Models for Identification and Diagnosis of Tomato Plant Diseases.
ICACCI
Shradha Verma, Anuradha Chug, Amit Prakash Singh
2018 — conf
Recent Advancements in Image-Based Prediction Models for Diagnosis of Plant Diseases.
CVIP (1)
Shradha Verma, Anuradha Chug, Amit Prakash Singh
2017 — conf
A quality enhancement through defect reduction using refactoring operation.
ICACCI
Anuradha Chug, Monika Gupta
2017 — conf
Determination of optimum refactoring sequence using A∗ algorithm after prioritization of classes.
ICACCI
Anuradha Chug, Sandhya Tarwani
2017 — conf
Evaluation of instance-based feature subset selection algorithm for maintainability prediction.
ICACCI
Kanika Gupta, Anuradha Chug
2016 J jnl
Agile Methodologies in Software Maintenance: A Systematic Review.
Informatica (Slovenia)
Sandhya Tarwani, Anuradha Chug
2016 — conf
An empirical study to assess the effects of refactoring on software maintainability.
ICACCI
Ruchika Malhotra, Anuradha Chug
2016 — conf
Sequencing of refactoring techniques by Greedy algorithm for maximizing maintainability.
ICACCI
Sandhya Tarwani, Anuradha Chug
2016 J jnl
Software Maintainability: Systematic Literature Review and Current Trends.
Int. J. Softw. Eng. Knowl. Eng.
Ruchika Malhotra, Anuradha Chug
2015 — conf
Prioritization of Classes for Refactoring: A Step towards Improvement in Software Quality.
WCI
Ruchika Malhotra, Anuradha Chug, Priyanka Khosla
2014 — conf
Application of Evolutionary Algorithms for Software Maintainability Prediction using Object-Oriented Metrics.
BICT
Ruchika Malhotra, Anuradha Chug
2014 J jnl
Application of Group Method of Data Handling model for software maintainability prediction using object oriented systems.
Int. J. Syst. Assur. Eng. Manag.
Ruchika Malhotra, Anuradha Chug