"A Framework for Software Defect Prediction Using Ensemble Learning"

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Book	Author(s)	Year	Publisher
Managing Software Quality: A Measurement Framework for Assessment and Prediction	Richard E. Nance; James D. Arthur	2002	Springer London
A framework for software development	Eric C. Hughlett	1984
A methodology for software cost estimation using machine learning techniques	Michael A. Kelly	1993	Naval Postgraduate School;Available from the National Technical Information Service
Using Quality Feedback to Guide Professional Learning: A Framework for Instructional Leaders	Shawn Clark; Abbey Duggins	Corwin	Corwin Publishers
Ensemble Machine Learning Cookbook: Over 35 practical recipes to explore ensemble machine learning techniques using Python	Dipayan Sarkar, Vijayalakshmi Natarajan	2019	Packt Publishing
Software Defect and Operational Profile Modeling	Kai-Yuan Cai	1998	Springer US
Software Fault Prediction: A Road Map	Sandeep Kumar; Santosh Singh Rathore	1st ed. 2018	Springer Nature Singapore
A Framework of Software Measurement	Horst Zuse	1998	De Gruyter
A Framework of Software Measurement	Horst Zuse	November 1997	Walter de Gruyter
Software quality: a framework for success in software development and support /	Sanders, Joc.; Curran, Eugene.	[1994], ©1994.	Addison-Wesley Pub. Co.,
Using Apps for Learning Across the Curriculum: A Literacy-Based Framework and Guide	Richard Beach; David O&s; Brien	2014	Routledge
Fitting and prediction uncertainty for a software reliability model	Thomas E. Dennison	1992	Naval Postgraduate School;Available from the National Technical Information Service
PDCA/Test: A Quality Framework for Software Testing	William E. Lewis	1998	Routledge
Fault Prediction Modeling for the Prediction of Number of Software Faults	Santosh Singh Rathore; Sandeep Kumar	1st ed. 2019	Springer Nature Singapore
Hands-On Ensemble Learning with R: A beginner's guide to combining the power of machine learning algorithms using ensemble techniques	Prabhanjan Narayanachar Tattar	2018	Packt Publishing Limited
Machine Learning for Microbial Phenotype Prediction	Roman Feldbauer	1st ed. 2016	Springer Fachmedien Wiesbaden
Conformal Prediction for Reliable Machine Learning	Vineeth Balasubramanian; Shen-Shyang Ho and Vladimir Vovk	2014	Morgan Kaufmann
Software Architecture: A Comprehensive Framework and Guide for Practitioners	Oliver Vogel; Ingo Arnold; Arif Chughtai; Timo Kehrer	2011	Springer Berlin Heidelberg
Software project management: a unified framework	Royce, Walker	1998;2004	Addison-Wesley Professional
Artificial Neural Network Applications for Software Reliability Prediction	Manjubala Bisi	2017	John Wiley & Sons
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Chapter	Author(s)	Book	Book Authors	Year	Publisher
Stacking Based Ensemble Learning for Improved Software Defect Prediction	Sweta Mehta; K. Sridhar Patnaik	Proceeding of Fifth International Conference on Microelectronics, Computing and Communication Systems: MCCS 2020	Vijay Nath; J. K. Mandal	1st ed. 2021	Springer Nature Singapore
Heterogeneous Defect Prediction Using Ensemble Learning Technique	Arsalan Ahmed Ansari; Amaan Iqbal; Bibhudatta Sahoo	Artificial Intelligence and Evolutionary Computations in Engineering Systems	Subhransu Sekhar Dash; C. Lakshmi; Swagatam Das; Bijaya Ketan Panigrahi	1st ed. 2020	Springer Nature Singapore
Hybrid SMOTE-Ensemble Approach for Software Defect Prediction	Hamad Alsawalqah; Hossam Faris; Ibrahim Aljarah; Loai Alnemer; Nouh Alhindawi	Software Engineering Trends and Techniques in Intelligent Systems: Proceedings of the 6th Computer Science On-line Conference 2017 (CSOC2017), Vol 3	Radek Silhavy; Petr Silhavy; Zdenka Prokopova; Roman Senkerik; Zuzana Kominkova Oplatkova	1st ed. 2017	Springer International Publishing
An Ensemble Learning Approach for Software Defect Prediction in Developing Quality Software Product	Yakub Kayode Saheed; Olumide Longe; Usman Ahmad Baba; Sandip Rakshit; Narasimha Rao Vajjhala	Advances in Computing and Data Sciences: 5th International Conference, ICACDS 2021, Nashik, India, April 23–24, 2021, Revised Selected Papers, Part I	Mayank Singh; Vipin Tyagi; P. K. Gupta; Jan Flusser; Tuncer Ören; V. R. Sonawane	1st ed. 2021	Springer International Publishing
A Machine Learning Model Comparison and Selection Framework for Software Defect Prediction Using VIKOR	Miguel Ángel Quiroz Martinez; Byron Alcívar Martínez Tayupanda; Sulay Stephanie Camatón Paguay; Luis Andy Briones Peñafiel	Human Interaction, Emerging Technologies and Future Systems V: Proceedings of the 5th International Virtual Conference on Human Interaction and Emerging Technologies, IHIET 2021, August 27-29, 2021 and the 6th IHIET: Future Systems (IHIET-FS 2021), October 28-30, 2021, France	Tareq Ahram; Redha Taiar	1st ed. 2022	Springer International Publishing
Training Data Selection Using Ensemble Dataset Approach for Software Defect Prediction	Md Fahimuzzman Sohan; Md Alamgir Kabir; Mostafijur Rahman; S. M. Hasan Mahmud; Touhid Bhuiyan	Cyber Security and Computer Science: Second EAI International Conference, ICONCS 2020, Dhaka, Bangladesh, February 15-16, 2020, Proceedings	Touhid Bhuiyan; Md. Mostafijur Rahman; Md. Asraf Ali	1st ed. 2020	Springer International Publishing
Software Defect Prediction		Deep Learning and Its Applications	Arvind Kumar Tiwari	2021	Nova Science Publishers
Concolic-Based Software Vulnerability Prediction Using Ensemble Learning	Swadhin Kumar Barisal; Pushkar Kishore; Gayatri Nayak; Ridhy Pratim Hira; Rohit Kumar; Ritesh Kumar	Biologically Inspired Techniques in Many Criteria Decision Making: Proceedings of BITMDM 2021	Satchidananda Dehuri; Bhabani Shankar Prasad Mishra; Pradeep Kumar Mallick; Sung-Bae Cho	1st ed. 2022	Springer Nature Singapore
SMOTE-Based Homogeneous Ensemble Methods for Software Defect Prediction	Abdullateef O. Balogun; Fatimah B. Lafenwa-Balogun; Hammed A. Mojeed; Victor E. Adeyemo; Oluwatobi N. Akande; Abimbola G. Akintola et al.	Computational Science and Its Applications – ICCSA 2020: 20th International Conference, Cagliari, Italy, July 1–4, 2020, Proceedings, Part VI	Osvaldo Gervasi; Beniamino Murgante; Sanjay Misra; Chiara Garau; Ivan Blečić; David Taniar; Bernady O. Apduhan; Ana Maria A. C. Rocha; Eufemia Tarantino; Carmelo Maria Torre; Yeliz Karaca	1st ed. 2020	Springer International Publishing
Various Machine Learning Techniques for Software Defect Prediction		Deep Learning and Its Applications	Arvind Kumar Tiwari	2021	Nova Science Publishers
A Framework for Defect Prediction in Specific Software Project Contexts	Dindin Wahyudin; Rudolf Ramler; Stefan Biffl	Software Engineering Techniques: Third IFIP TC 2 Central and East-European Conference, CEE-SET 2008, Brno, Czech Republic, October 13-15, 2008, Revised Selected Papers	Zbigniev Huzar; Radek Koci; Bertrand Meyer; Bartosz Walter; Jaroslav Zendulka	2011	Springer Berlin Heidelberg
Framework for Ensemble Learning		Matlab. Statistics and Machine Learning Toolbox. User's Guide		2021	MathWorks
Framework for Ensemble Learning		MATLAB Statistics and Machine Learning Toolbox™ User's Guide	The MathWorks, Inc.	2020	The MathWorks, Inc.
Software Defect Prediction Approaches		Deep Learning and Its Applications	Arvind Kumar Tiwari	2021	Nova Science Publishers
Software Engineering Framework for Software Defect Management Using Machine Learning Techniques with Azure	Uma Subbiah; Muthu Ramachandran; Zaigham Mahmood	Software Engineering in the Era of Cloud Computing	Muthu Ramachandran; Zaigham Mahmood	1st ed. 2020	Springer International Publishing
Software Defect Prediction Using Augmented Bayesian Networks	K. Muthukumaran; Suri Srinivas; Aruna Malapati; Lalita Bhanu Murthy Neti	Proceedings of the Eighth International Conference on Soft Computing and Pattern Recognition (SoCPaR 2016)	Ajith Abraham; Aswani Kumar Cherukuri; Ana Maria Madureira; Azah Kamilah Muda	1st ed. 2018	Springer International Publishing
Defect Prediction of Cross Projects Using PCA and Ensemble Learning Approach	Lipika Goel; Mayank Sharma; Sunil Kumar Khatri; D. Damodaran	Micro-Electronics and Telecommunication Engineering: Proceedings of 3rd ICMETE 2019	Devendra Kumar Sharma; Valentina Emilia Balas; Le Hoang Son; Rohit Sharma; Korhan Cengiz	1st ed. 2020	Springer Nature Singapore
A Novel Framework for NIDS Using Stacked Ensemble Learning	H. Jagruthi; C. Kavitha	Soft Computing for Security Applications: Proceedings of ICSCS 2021	G. Ranganathan; Xavier Fernando; Fuqian Shi; Youssouf El Allioui	1st ed. 2022	Springer Nature Singapore
A Hybrid Learning System for Telecom Churn Prediction Using Ensemble Learning	G. Sandhya; S. Samarpana; R. Sangeetha Vani	Computer Networks and Inventive Communication Technologies: Proceedings of Third ICCNCT 2020	S. Smys; Ram Palanisamy; Álvaro Rocha; Grigorios N. Beligiannis	1st ed. 2021	Springer Nature Singapore
Improvement in Software Defect Prediction Outcome Using Principal Component Analysis and Ensemble Machine Learning Algorithms	N. Dhamayanthi; B. Lavanya	International Conference on Intelligent Data Communication Technologies and Internet of Things (ICICI) 2018	Jude Hemanth; Xavier Fernando; Pavel Lafata; Zubair Baig	1st ed. 2019	Springer International Publishing
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