Search Results - "Bisi, Manjubala"

BAFS: binary artificial bee colony based feature selection approach to estimate software development effort by Manchala, Pravali, Bisi, Manjubala, Agrawal, Sonali

“…During the Software Development Life Cycle (SDLC) process, software effort estimation models need to determine the effort required to build a project so that…”
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Diversity based imbalance learning approach for software fault prediction using machine learning models by Manchala, Pravali, Bisi, Manjubala

“…The Software fault prediction (SFP) target is to distinguish between faulty and non-faulty modules. The prediction model’s performance is vulnerable to the…”
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A study on cross-project fault prediction through resampling and feature reduction along with source projects selection by Manchala, Pravali, Bisi, Manjubala

“…Software Fault Prediction is an efficient strategy to improve the quality of software systems. In reality, there won’t be adequate software fault data for a…”
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Ensemble learning and stacked convolutional neural network for Covid-19 situational information analysis using social media data by Bisi, Manjubala, Maurya, Rahul

“…Twitter has evolved into a primary platform for sharing opinions and insights on current events, such as the ongoing coronavirus pandemic. It’s now regarded as…”
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TSoptEE: two-stage optimization technique for software development effort estimation by Manchala, Pravali, Bisi, Manjubala

“…Accurate software development effort estimation (SDEE) is vital for effective project planning. Due to the complex nature of software projects, estimating…”
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Multi objective binary Rao feature optimization for software defect prediction using machine learning models by Manchala, Pravali, Tiwari, Ankur, Bisi, Manjubala

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Software Fault Localization using Jaya Algorithm by Bisi, Manjubala, Vishvkarma, Vijay

“…Localizing the software faults is a complex and time consuming task during software development process. Spectrum based fault localization (SBFL) models are…”
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ANN-PSO Approach on Logistic Model based Software Reliability Prediction by Bisi, Manjubala

“…Reliable software can be produced within given time and budget constraints using software reliability prediction model. In this paper, Logistic Growth Curve…”
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An ANN-TLBO Model to Predict Cumulative Number of Failures in Software by Bisi, Manjubala

“…Determining release time of software is an important task for the software project managers in software industry. They need information such as cumulative…”
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Software Fault Localization using CNN-LSTM Model by Singh, Vishwank Vikram, Bisi, Manjubala

“…Software fault localization is a critical task which identify the faulty statements in a program. Traditional fault localization techniques are unable to…”
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Ensembling Teaching-Learning-Based Optimization Algorithm with Analogy-Based Estimation to Predict Software Development Effort by Manchala, Pravali, Bisi, Manjubala

“…Accurate evaluation of software development effort estimation is a significant challenge for project planning and management. The analogy-based estimation…”
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CNN-BPSO approach to Select Optimal Values of CNN Parameters for Software Requirements Classification by Bisi, Manjubala, Keskar, Kirti

“…Software requirement analysis plays a vital role in Software Development Life Cycle (SDLC). Users requests are transformed into structured software…”
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Source Project Selection for Cross-Project Software Defect Prediction using Clustering Approach by Patil, Mohit, Bisi, Manjubala, Manchala, Pravali

“…Software Defect prediction (SDP) has an effective role in improving the software system quality. However, defect prediction models using local data have poor…”
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A BPSO-ANN model for Trust Prediction of Cloud Services by Bisi, Manjubala, Patel, Shubham

“…Trustworthiness prediction of cloud services is a challenging task in cloud environment. Introduction of new services affect the service quality and user…”
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Optimizing Automatic Test Case Generation Using Singular Value Decomposition Approach by Bisi, Manjubala, Srivastava, Aryan, Verma, Abhishek, Kumar, Aditya

“…Test case generation is a complex problem when dealing with multiple objectives, which hinders search efficiency with algorithms like DynaMOSA in the EvoSuite…”
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Software Development Effort Estimation using SNS Algorithm by Jain, Diksha, Manchala, Pravali, Mustyala, Sarika, Bisi, Manjubala

“…Software development effort estimation (SDEE) is important in determining how much work will be required to finish a software development activity. However,…”
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Sentiment Analysis of Tweets during Covid-19 Lockdown in India by Jindal, Deepanshu, Kumawat, Yash, Sharma, Aditya Kumar, Bisi, Manjubala

“…Sentiment analysis has become most important and most popular field of natural language processing(NLP). Emotions can be extracted out of text using sentiment…”
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CNN-BPSO Model for Multi Classification of Tweets by Bisi, Manjubala, Divija, Ankam, Namala, Sowmya, Sarap, Rohan

“…Twitter is a widely used platform for sharing views and opinions about every ongoing topic in public. A huge amount of opinion oriented data are posted on this…”
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Software Effort Estimation using Multi-objective Binary Rao Algorithm by Kadali, Sai Vivek, Sahukari, Sai Vamsi, Kalyanam, Vasantha Eswari Devi, Bisi, Manjubala

“…Software effort estimation depends on the standard of features that are considered. Considering irrelevant features will effect the model by degrading its…”
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Software Fault-Prone Module Classification Using Learning Automata based Deep Neural Network Model by Ahmed, Mohammad Mushtaq, Kiran, Bura Santhi, Sai, Pododdi Harshavardhan, Bisi, Manjubala

“…The software systems usually include some defects that will show adverse effects on the use of the application. Software fault-prone module will help software…”
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