"Software Defect Prediction Via Machine Learning Classifiers"

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Book	Author(s)	Year	Publisher
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
Machine Learning for Protein Subcellular Localization Prediction	Shibiao Wan; Man-Wai Mak	2015	De Gruyter
Prediction and Analysis for Knowledge Representation and Machine Learning: Prediction and Analysis for Knowledge Representation and Machine Learning	Avadhesh Kumar; Shrddha Sagar; T. Ganesh Kumar; K. Sampath Kumar	2022	Routledge
Multivariate Statistical Machine Learning Methods for Genomic Prediction	Osval Antonio Montesinos López; Abelardo Montesinos López; José Crossa	1st ed. 2022	Springer International Publishing
Medical Risk Prediction: With Ties to Machine Learning	Thomas A. Gerds; Michael W. Kattan	2021	Routledge
Learning Kernel Classifiers: Theory and Algorithms	Ralf Herbrich	2001	MIT Press
Learning Kernel Classifiers: Theory and Algorithms	Ralf Herbrich	2001	MIT Press,
Learning kernel classifiers: theory and algorithms /	Herbrich, Ralf.	[2002], ©2002.	MIT Press,
Software Defect and Operational Profile Modeling	Kai-Yuan Cai	1998	Springer US
Advances in machine learning applications in software engineering /	Zhang, Du.; Tsai, Jeffrey J.-P.	c2007.	Idea Group Pub.,
Supervised Machine Learning in Wind Forecasting and Ramp Event Prediction	Dipankar Deb; Harsh Dhiman andValentina Emilia Balas	2020	Academic Press
Inductive Logic Programming: From Machine Learning to Software Engineering	Francesco Bergadano; Daniele Gunetti	1995	MIT Press
Inductive Logic Programming: From Machine Learning to Software Engineering	Francesco Bergadano; Daniele Gunetti	1995	MIT Press,
Cancer Prediction for Industrial IoT 4. 0: A Machine Learning Perspective	Meenu Gupta; Rachna Jain; Arun Solanki; Fadi Al-Turjman	2021	Routledge
Software reliability: measurement, prediction, application	John D. Musa; Anthony Iannino; Kazuhira Okumoto	1990	McGraw-Hill
Applied Software Development With Python & Machine Learning By Wearable & Wireless Systems For Movement Disorder Treatment Via Deep Brain Stimulation	Robert Lemoyne, Timothy Mastroianni	2021	World Scientific Publishing
Machine Learning for Spatial Environmental Data: Theory, Applications, and Software	Mikhail Kanevski; Vadim Timonin; Alexi Pozdnukhov	2009	Routledge
A methodology for software cost estimation using machine learning techniques	Michael A. Kelly	1993	Naval Postgraduate School;Available from the National Technical Information Service
Mastering machine learning with R: advanced prediction, algorithms, and learning methods with R 3. x	Lesmeister, Cory	2017	Packt Publishing Limited
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Chapter	Author(s)	Book	Book Authors	Year	Publisher
Software Defect Prediction from Code Quality Measurements via Machine Learning	Ross MacDonald	Advances in Artificial Intelligence: 31st Canadian Conference on Artificial Intelligence, Canadian AI 2018, Toronto, ON, Canada, May 8–11, 2018, Proceedings	Ebrahim Bagheri; Jackie C.K. Cheung	1st ed. 2018	Springer International Publishing
Various Machine Learning Techniques for Software Defect Prediction		Deep Learning and Its Applications	Arvind Kumar Tiwari	2021	Nova Science Publishers
Software Defect Prediction by Strong Machine Learning Classifier	Meetesh Nevendra; Pradeep Singh	Intelligent Computing and Communication Systems	Brahmjit Singh; Carlos A. Coello Coello; Poonam Jindal; Pankaj Verma	1st ed. 2021	Springer Nature Singapore
Prediction of Defects in Software Using Machine Learning Classifiers	Ashima Arya; Sanjay Kumar; Vijendra Singh	Computational Methods and Data Engineering: Proceedings of ICMDE 2020, Volume 2	Vijendra Singh; Vijayan K. Asari; Sanjay Kumar; R. B. Patel	1st ed. 2021	Springer Nature Singapore
Prevalence of Machine Learning Techniques in Software Defect Prediction	Md Fahimuzzman Sohan; Md Alamgir Kabir; Mostafijur Rahman; Touhid Bhuiyan; Md Ismail Jabiullah; Ebubeogu Amarachukwu Felix	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
1543 Machine Learning and Defect Prediction		Software Engineering: A Practitioner's Approach	Roger Pressman, Bruce Maxim	2019	McGraw-Hill Education
Machine Learning Classifiers	Rachna Behl; Indu Kashyap	Big Data, IoT, and Machine Learning: Tools and Applications	Rashmi Agrawal; Marcin Paprzycki; Neha Gupta	2020	Routledge
The integrity of machine learning algorithms against software defect prediction	Param Khakhar; Rahul Kumar Dubey	Artificial Intelligence and Machine Learning for EDGE Computing	Neeraj Singh; Parul Verma; Rajiv Pandey andSunil Khatri	2022	Academic Press
An Empirical Study of Robustness and Stability of Machine Learning Classifiers in Software Defect Prediction	Arvinder Kaur; Kamaldeep Kaur	Advances in Intelligent Informatics	El-Sayed M. El-Alfy; Sabu M. Thampi; Hideyuki Takagi; Selwyn Piramuthu; Thomas Hanne	2015	Springer International Publishing
Software Defect Prediction Approaches		Deep Learning and Its Applications	Arvind Kumar Tiwari	2021	Nova Science Publishers
Software Quality Prediction Using Machine Learning	Aparna Mohapatra; Saumendra Pattnaik; Binod Kumar Pattanayak; Srikanta Patnaik; Suprava Ranjan Laha	Advances in Data Science and Management: Proceedings of ICDSM 2021	Samarjeet Borah; Sambit Kumar Mishra; Brojo Kishore Mishra; Valentina Emilia Balas; Zdzislaw Polkowski	1st ed. 2022	Springer Nature Singapore
Software Quality Prediction Using Machine Learning	Bhoushika Desai; Roopesh Kevin Sungkur	Innovations in Smart Cities Applications Volume 5: The Proceedings of the 6th International Conference on Smart City Applications	Mohamed Ben Ahmed; Anouar Abdelhakim Boudhir; İsmail Rakıp Karaș; Vipul Jain; Sehl Mellouli	1st ed. 2022	Springer International Publishing
Research on Cross-Project Software Defect Prediction Based on Machine Learning	Baoping Wang; Wennan Wang; Linkai Zhu; Wenjian Liu	Advances in Web-Based Learning – ICWL 2021: 20th International Conference, ICWL 2021, Macau, China, November 13–14, 2021, Proceedings	Wanlei Zhou; Yi Mu	1st ed. 2021	Springer International Publishing
Feature Selection and Software Defect Prediction by Different Ensemble Classifiers	Natalya Shakhovska; Vitaliy Yakovyna	Database and Expert Systems Applications: 32nd International Conference, DEXA 2021, Virtual Event, September 27–30, 2021, Proceedings, Part I	Christine Strauss; Gabriele Kotsis; A Min Tjoa; Ismail Khalil	1st ed. 2021	Springer International Publishing
3 Machine Learning Classifiers		Big Data Analytics and Intelligence: A Perspective for Health Care	-, Poonam Tanwar (editor), Vishal Jain (editor), Chuan-Ming Liu (editor), Vishal Goyal (editor)	2020	Emerald Publishing
Classifiers in Machine Learning		Natural Language Processing and Machine Learning for Developers	Oswald Campesato	2021	Mercury Learning and Information
A Review of Prediction of Software Defect by Using Machine Learning Algorithms	Sushree Deepa Jena; Jagdeep Kaur; Rajneesh Rani	Recent Innovations in Computing: Proceedings of ICRIC 2021, Volume 1	Pradeep Kumar Singh; Yashwant Singh; Maheshkumar H. Kolekar; Arpan Kumar Kar; Paulo J. S. Gonçalves	1st ed. 2022	Springer Nature Singapore
Software Reliability Prediction Using Machine Learning Techniques	Arunima Jaiswal; Ruchika Malhotra	Proceedings of Fifth International Conference on Soft Computing for Problem Solving: SocProS 2015, Volume 1	Millie Pant; Kusum Deep; Jagdish Chand Bansal; Atulya Nagar; Kedar Nath Das	1st ed. 2016	Springer Nature Singapore
Software Fault Prediction Using Machine Learning Algorithms	M. S. Pavana; M. N. Pushpalatha; A. Parkavi	Advances in Electrical and Computer Technologies: Select Proceedings of ICAECT 2021	Thangaprakash Sengodan; M. Murugappan; Sanjay Misra	1st ed. 2022	Springer Nature Singapore
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