"Exploring Unsupervised Learning for Feature Location in Software"

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Book	Author(s)	Year	Publisher
Natural Computing for Unsupervised Learning	Xiangtao Li; Ka-Chun Wong	1st ed. 2019	Springer International Publishing
Unsupervised Learning Algorithms	M. Emre Celebi, Kemal Aydin (eds.)	2016	Springer International Publishing
Unsupervised Learning Algorithms	M. Emre Celebi; Kemal Aydin	1st ed. 2016	Springer International Publishing
Fusion Methods for Unsupervised Learning Ensembles	Bruno Baruque	2011	Springer Berlin Heidelberg
Supervised and Unsupervised Learning for Data Science	Michael W. Berry; Azlinah Mohamed; Bee Wah Yap	1st ed. 2020	Springer International Publishing
Feature-based localization in sonar-equipped autonomous mobile robots through hough transform and unsupervised learning network	Jonathan Scott Glennon	1998	Naval Postgraduate School;Available from National Technical Information Service
Unsupervised Learning Approaches for Dimensionality Reduction and Data Visualization: Unsupervised Learning Approaches for Dimensionality Reduction and Data Visualization	B. K. Tripathy; S Anveshrithaa; Shrusti Ghela	2021	Routledge
Unsupervised Learning: A Dynamic Approach	Matthew Kyan; Paisarn Muneesawang; Kambiz Jarrah; Ling Guan	2014	Wiley-IEEE Press
Supervised and Unsupervised Pattern Recognition: Feature Extraction and Computational Intelligence: Feature Extraction and Computational Intelligence	Evangelia Miche Tzanakou; Richard C. Dorf; WooGon Chung; J. David Irwin; Timothy Dasey; Faiq Fazal; Seth Wolpert; Daniel A. Zahner; Ahmet Ademoglu; Cynthia Enderwick; Timothy J. Dasey; Major Timothy Cooley; Sergey Aleynikov; Jeremy Bricker; T. S. Chon; Francis Phan; Faig A. Fazil; Raymond Iezzi	2000	Routledge
The Naïve Bayes Model for Unsupervised Word Sense Disambiguation: Aspects Concerning Feature Selection	Florentina T. Hristea	2013	Springer Berlin Heidelberg
Machine Learning Foundations: Supervised, Unsupervised, and Advanced Learning	Taeho Jo	1st ed. 2021	Springer International Publishing
Concept formation: knowledge and experience in unsupervised learning	Douglas H. Fisher; Pat Langley; Michael John Pazzani; Douglas H., Jr. Fisher; Michael J. Pazzani	1991	Morgan Kaufmann Publishers
Face Image Analysis by Unsupervised Learning	Marian Stewart Bartlett	2001	Springer US
Unsupervised Learning: Foundations of Neural Computation	Geoffrey Hinton; Terrence J. Sejnowski	1999	MIT Press,
Unsupervised learning: foundations of neural computation /	Hinton, Geoffrey E.; Sejnowski, Terrence J.	1999.	MIT Press,
Feature Interactions in Software and Communication Systems IX	Lydie Du Bousquet, Jean-Luc Richier	2008-01-01	IOS Press
Feature Interactions in Telecommunications and Software Systems VII	Daniel Amyot	August 2003	Ios Pr Inc
Temporal Data Mining via Unsupervised Ensemble Learning	Yun Yang	2017	Elsevier
Feature Engineering for Machine Learning and Data Analytics	Guozhu Dong; Huan Liu	2018	Routledge
Semi-Supervised and Unsupervised Machine Learning: Novel Strategies	Amparo Albalate	2011	John Wiley & Sons
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Chapter	Author(s)	Book	Book Authors	Year	Publisher
Feature Selection for Unsupervised Learning	Jyoti Ranjan Adhikary; M. Narasimha Murty	Neural Information Processing: 19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part III	Tingwen Huang; Zhigang Zeng; Chuandong Li; Chi-Sing Leung	2012	Springer Berlin Heidelberg
Unsupervised Learning for Feature Extraction	Erkki Oja and Jouko Lampinen	Computational intelligence: imitating life /	Zurada, Jacek M.; Marks, Robert J.,; Robinson, Charles J.	1994.	Institute of Electrical & Electronics Engineers,
Feature Selection in Unsupervised Learning	Jennifer G. Dy	Encyclopedia of the Sciences of Learning	Norbert M. Seel	2012	Springer US
Chapter 4: Unsupervised Feature Learning		Python Deep Learning	Valentino Zocca; Gianmario Spacagna; Daniel Slater; Peter Roelants	2017	Packt Publishing - ebooks Account
Feature Selection Meets Unsupervised Learning	Marius Leordeanu	Unsupervised Learning in Space and Time: A Modern Approach for Computer Vision using Graph-based Techniques and Deep Neural Networks	Marius Leordeanu	1st ed. 2020	Springer International Publishing
Adaptive Graph Learning for Unsupervised Feature Selection	Zhihong Zhang; Lu Bai; Yuanheng Liang; Edwin R. Hancock	Computer Analysis of Images and Patterns: 16th International Conference, CAIP 2015, Valletta, Malta, September 2-4, 2015 Proceedings, Part I	George Azzopardi; Nicolai Petkov	1st ed. 2015	Springer International Publishing
Unsupervised Feature Learning for Endomicroscopy Image Retrieval	Yun Gu; Khushi Vyas; Jie Yang; Guang-Zhong Yang	Medical Image Computing and Computer Assisted Intervention − MICCAI 2017: 20th International Conference, Quebec City, QC, Canada, September 11-13, 2017, Proceedings, Part III	Maxime Descoteaux; Lena Maier-Hein; Alfred Franz; Pierre Jannin; D. Louis Collins; Simon Duchesne	1st ed. 2017	Springer International Publishing
Joint Dictionary Learning for Unsupervised Feature Selection	Yang Fan; Jianhua Dai; Qilai Zhang; Shuai Liu	Artificial Neural Networks and Machine Learning – ICANN 2019: Deep Learning: 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17–19, 2019, Proceedings, Part II	Igor V. Tetko; Věra Kůrková; Pavel Karpov; Fabian Theis	1st ed. 2019	Springer International Publishing
Exploring machine learning software		Machine Learning in Biotechnology and Life Sciences: Build machine learning models using Python and deploy them on the cloud	Saleh Alkhalifa	2022	Packt Publishing
Unsupervised Feature Learning for RGB-D Image Classification	I-Hong Jhuo; Shenghua Gao; Liansheng Zhuang; D. T. Lee; Yi Ma	Computer Vision -- ACCV 2014: 12th Asian Conference on Computer Vision, Singapore, Singapore, November 1-5, 2014, Revised Selected Papers, Part I	Daniel Cremers; Ian Reid; Hideo Saito; Ming-Hsuan Yang	2015	Springer International Publishing
Differences and Similarities Learning for Unsupervised Feature Selection	Xinyi Li; Ning You; Jun Tan; Ning Bi	Pattern Recognition and Artificial Intelligence: International Conference, ICPRAI 2020, Zhongshan, China, October 19–23, 2020, Proceedings	Yue Lu; Nicole Vincent; Pong Chi Yuen; Wei-Shi Zheng; Farida Cheriet; Ching Y. Suen	1st ed. 2020	Springer International Publishing
Unsupervised Learning of Visual Feature Hierarchies	Fabien Scalzo; Justus Piater	Machine Learning and Data Mining in Pattern Recognition: 4th International Conference, MLDM 2005, Leipzig, Germany, July 9-11, 2005, Proceedings	Petra Perner; Atsushi Imiya	2005	Springer Berlin Heidelberg
Unsupervised Feature Extraction and Deep Learning		Data Mining for Business Analytics: Concepts, Techniques, and Applications with XLMiner	Galit Shmueli, Peter C. Bruce, Nitin R. Patel	2016	Wiley
Application of Feature Selection for Unsupervised Learning in Prosecutors’ Office	Peng Liu; Jiaxian Zhu; Lanjuan Liu; Yanhong Li; Xuefeng Zhang	Fuzzy Systems and Knowledge Discovery: Second International Conference, FSKD 2005, Changsha, China, August 27-29, 2005, Proceedings, Part II	Lipo Wang; Yaochu Jin	2005	Springer Berlin Heidelberg
Active Learning with Clustering and Unsupervised Feature Learning	Saul Berardo; Eloi Favero; Nelson Neto	Advances in Artificial Intelligence: 28th Canadian Conference on Artificial Intelligence, Canadian AI 2015, Halifax, Nova Scotia, Canada, June 2-5, 2015, Proceedings	Denilson Barbosa; Evangelos Milios	2015	Springer International Publishing
Unsupervised Learning and Feature Extraction in Hyperspectral Imagery	Eduardo K. Nakao; Alexandre L. M. Levada	Computational Science and Its Applications – ICCSA 2020: 20th International Conference, Cagliari, Italy, July 1–4, 2020, Proceedings, Part I	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
Unsupervised Feature Selection	Sankar K. Pal; Pabitra Mitra	Pattern Recognition Algorithms for Data Mining: Scalability, Knowledge Discovery and Soft Granular Computing	Sankar K. Pal; Pabitra Mitra	2004	Routledge
Unsupervised Feature Selection	Jennifer G. Dy	Computational Methods of Feature Selection	Huan Liu; Hiroshi Motoda	2007	Routledge
Unsupervised Feature Selection		Feature selection and ensemble methods for bioinformatics	Okun O	2011	IGI Global
Unsupervised Feature Selection		Feature Selection and Ensemble Methods for Bioinformatics: Algorithmic Classification and Implementations	Oleg Okun, Lambros Skarlas	2011	IGI Global snippet
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