A literature review on one-class classification and its potential applications in big data
Seliya, Naeem, Abdollah Zadeh, Azadeh, Khoshgoftaar, Taghi M.
Published in Journal of big data (10.09.2021)
Published in Journal of big data (10.09.2021)
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Journal Article
A survey on addressing high-class imbalance in big data
Leevy, Joffrey L., Khoshgoftaar, Taghi M., Bauder, Richard A., Seliya, Naeem
Published in Journal of big data (01.11.2018)
Published in Journal of big data (01.11.2018)
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Journal Article
Deep learning applications and challenges in big data analytics
Najafabadi, Maryam M, Villanustre, Flavio, Khoshgoftaar, Taghi M, Seliya, Naeem, Wald, Randall, Muharemagic, Edin
Published in Journal of big data (24.02.2015)
Published in Journal of big data (24.02.2015)
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Journal Article
Choosing software metrics for defect prediction: an investigation on feature selection techniques
Gao, Kehan, Khoshgoftaar, Taghi M., Wang, Huanjing, Seliya, Naeem
Published in Software, practice & experience (25.04.2011)
Published in Software, practice & experience (25.04.2011)
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Journal Article
Investigating the relationship between time and predictive model maintenance
Leevy, Joffrey L., Khoshgoftaar, Taghi M., Bauder, Richard A., Seliya, Naeem
Published in Journal of big data (05.06.2020)
Published in Journal of big data (05.06.2020)
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Journal Article
An Empirical Evaluation of the Zero-Shot, Few-Shot, and Traditional Fine-Tuning Based Pretrained Language Models for Sentiment Analysis in Software Engineering
Shafikuzzaman, Md, Islam, Md Rakibul, Rolli, Alex C., Akhter, Sharmin, Seliya, Naeem
Published in IEEE access (2024)
Published in IEEE access (2024)
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Journal Article
Examining characteristics of predictive models with imbalanced big data
Hasanin, Tawfiq, Khoshgoftaar, Taghi M., Leevy, Joffrey L., Seliya, Naeem
Published in Journal of big data (31.07.2019)
Published in Journal of big data (31.07.2019)
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Journal Article
Software quality analysis by combining multiple projects and learners
Khoshgoftaar, Taghi M., Rebours, Pierre, Seliya, Naeem
Published in Software quality journal (01.03.2009)
Published in Software quality journal (01.03.2009)
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Journal Article
Attribute Selection and Imbalanced Data: Problems in Software Defect Prediction
Khoshgoftaar, T M, Kehan Gao, Seliya, N
Published in 2010 22nd IEEE International Conference on Tools with Artificial Intelligence (01.10.2010)
Published in 2010 22nd IEEE International Conference on Tools with Artificial Intelligence (01.10.2010)
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Conference Proceeding
A survey on the state of healthcare upcoding fraud analysis and detection
Bauder, Richard, Khoshgoftaar, Taghi M., Seliya, Naeem
Published in Health services and outcomes research methodology (01.03.2017)
Published in Health services and outcomes research methodology (01.03.2017)
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Journal Article
Evolutionary Optimization of Software Quality Modeling with Multiple Repositories
Yi Liu, Khoshgoftaar, Taghi M, Seliya, Naeem
Published in IEEE transactions on software engineering (01.11.2010)
Published in IEEE transactions on software engineering (01.11.2010)
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Journal Article
System regression test planning with a fuzzy expert system
Xu, Zhiwei, Gao, Kehan, Khoshgoftaar, Taghi M., Seliya, Naeem
Published in Information sciences (20.02.2014)
Published in Information sciences (20.02.2014)
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Journal Article
Integrating Data Mining Methods Across all Domains of a Smart City
Dave, Rushit, Xu, Nuo, Arneberg, Simon, Seliya, Naeem, Vanamala, Mounika
Published in Journal of computer science (01.05.2022)
Published in Journal of computer science (01.05.2022)
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Journal Article
Emotion Sentiment Analysis in Turkish Music
Nguyen, Nguyen, Seliya, Naeem
Published in 2024 IEEE International Conference on Information Reuse and Integration for Data Science (IRI) (07.08.2024)
Published in 2024 IEEE International Conference on Information Reuse and Integration for Data Science (IRI) (07.08.2024)
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Conference Proceeding
Predicting high-risk program modules by selecting the right software measurements
Gao, Kehan, Khoshgoftaar, Taghi M., Seliya, Naeem
Published in Software quality journal (01.03.2012)
Published in Software quality journal (01.03.2012)
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Journal Article