"Classification of Hyperspectral Images Using Machine Learning Methods"

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Book	Author(s)	Year	Publisher
Deep Learning for Hyperspectral Image Analysis and Classification	Linmi Tao; Atif Mughees	1st ed. 2021	Springer Nature Singapore
Machine Learning Using R	Karthik Ramasubramanian; Abhishek Singh	1st ed.	Apress
Machine Learning using Python	Manaranjan Pradhan	2019	WILEY INDIA
Processing of Hyperspectral Medical Images: Applications in Dermatology Using Matlab®	Robert Koprowski		Springer International Publishing
VLSI and Hardware Implementations Using Modern Machine Learning Methods	Sandeep Saini; Kusum Lata; G.R. Sinha	2021	Routledge
Pattern classification using ensemble methods	Rokach L.	2010	WS
Hyperspectral Image Analysis: Advances in Machine Learning and Signal Processing	Saurabh Prasad; Jocelyn Chanussot	1st ed. 2020	Springer International Publishing
Machine learning, neural and statistical classification /	Michie, Donald.; Spiegelhalter, D. J.; Taylor, C. C.,	1994.	Prentice Hall,
Fundamentals of Machine Learning using Python	Euan Russano, Elaine Ferreira Avelino	2019	Arcler Press
Content-Based Image Classification: Efficient Machine Learning Using Robust Feature Extraction Techniques	Rik Das	2020	Routledge
Document Processing Using Machine Learning	Sk Md Obaidullah; KC Santosh; Teresa Goncalves; Nibaran Das; Kaushik Roy	2019	Routledge
Kernel Methods and Machine Learning	S. Y. Kung	2014-04	Cambridge University Press
Information Fusion: Machine Learning Methods	Jinxing Li; Bob Zhang; David Zhang	1st ed. 2022	Springer Nature Singapore
Machine Learning Methods for Planning	Steven Minton	1993	Morgan Kaufmann
Statistical Methods for Machine Learning	Jason Brownlee	0
Machine learning methods for planning	Steven Minton	1993	M. Kaufmann
Automatic Tuning of Compilers Using Machine Learning	Amir H. Ashouri; Gianluca Palermo; John Cavazos; Cristina Silvano	1st ed. 2018	Springer International Publishing
Moving Objects Detection Using Machine Learning	Navneet Ghedia; Chandresh Vithalani; Ashish M. Kothari; Rohit M. Thanki	1st ed. 2022	Springer International Publishing
Machine learning algorithms using Python programming	Gaurav Patil; Gopal Sakarkar; Prateek Dutta	2021	Nova Science Publishers
Practical Machine Learning for Computer Vision: End-to-End Machine Learning for Images	Valliappa Lakshmanan, Martin Görner, Ryan Gillard	2021	O'Reilly Media
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Chapter	Author(s)	Book	Book Authors	Year	Publisher
Classification of Hyperspectral Images Using Machine Learning Methods	Bolanle Tolulope Abe; Oludayo O. Olugbara; Tshilidzi Marwala	IAENG Transactions on Engineering Technologies: Special Issue of the World Congress on Engineering and Computer Science 2012	Haeng Kon Kim; Sio-Iong Ao; Mahyar A. Amouzegar; Burghard B. Rieger	2014	Springer Netherlands
Classification of Brain Images Using Machine Learning Techniques	Annapareddy V. N. Reddy; Reva Devi Gundreddy; Moyya Meghana; Kothuru Sai Mounika; Varikuti Anusha	Cognitive Informatics and Soft Computing: Proceeding of CISC 2021	Pradeep Kumar Mallick; Akash Kumar Bhoi; Paolo Barsocchi; Victor Hugo C. de Albuquerque	1st ed. 2022	Springer Nature Singapore
Classification of Neuroblastoma Histopathological Images Using Machine Learning	Adhish Panta; Matloob Khushi; Usman Naseem; Paul Kennedy; Daniel Catchpoole	Neural Information Processing: 27th International Conference, ICONIP 2020, Bangkok, Thailand, November 23–27, 2020, Proceedings, Part III	Haiqin Yang; Kitsuchart Pasupa; Andrew Chi-Sing Leung; James T. Kwok; Jonathan H. Chan; Irwin King	1st ed. 2020	Springer International Publishing
Protein Structure Classiﬁcation Using Machine Learning Methods	Yazhene Krishnaraj; Chandan Reddy	Biological Data Mining	Jake Y. Chen; Stefano Lonardi	2009	Routledge
Classify Hyperspectral Images Using Deep Learning		Image Processing Toolbox™User's Guide	coll	2021	The MathWorks, Inc.
Hyperspectral Image Classification Using Transfer Learning	Usha Patel; Smit Patel; Preeti Kathiria	Communication and Intelligent Systems: Proceedings of ICCIS 2021	Harish Sharma; Vivek Shrivastava; Kusum Kumari Bharti; Lipo Wang	1st ed. 2022	Springer Nature Singapore
Classification of RASAT Satellite Images Using Machine Learning Algorithms	Sohaib K. M. Abujayyab; Emre Yücer; I. R. Karas; I. H. Gultekin; O. Abali; A. G. Bektas	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
Classification of Melanoma from Dermoscopic Images Using Machine Learning	Savy Gulati; Rosepreet Kaur Bhogal	Smart Intelligent Computing and Applications: Proceedings of the Third International Conference on Smart Computing and Informatics, Volume 1	Suresh Chandra Satapathy; Vikrant Bhateja; J. R. Mohanty; Siba K. Udgata	1st ed. 2020	Springer Nature Singapore
Parallel Classification of Hyperspectral Images Using Neural Networks	Javier Plaza; Antonio Plaza; Rosa Pérez; Pablo Martínez	Computational Intelligence for Remote Sensing	Manuel Grana; Richard J. Duro	2008	Springer Berlin Heidelberg
Dimensionality Reduction and Classification in Hyperspectral Images Using Deep Learning	Satyajit Swain; Anasua Banerjee; Mainak Bandyopadhyay; Suresh Chandra Satapathy	Machine Learning Approaches for Urban Computing	Mainak Bandyopadhyay; Minakhi Rout; Suresh Chandra Satapathy	1st ed. 2021	Springer Nature Singapore
Hyperspectral Image Classification Methods	Lu Jiang; Bin Zhu; Yang Tao	Hyperspectral Imaging for Food Quality Analysis and Control	Professor Da-Wen Sun	2010	Academic Press
Text Classification Using Machine Learning Methods-A Survey	Basant Agarwal; Namita Mittal	Proceedings of the Second International Conference on Soft Computing for Problem Solving (SocProS 2012), December 28-30, 2012	B. V. Babu; Atulya Nagar; Kusum Deep; Millie Pant; Jagdish Chand Bansal; Kanad Ray; Umesh Gupta	2014	Springer India
Fault Classification Using Machine Learning	Sunil Rao; Sameeksha Katoch; Vivek Narayanaswamy; Gowtham Muniraju; Cihan Tepedelenlioglu; Andreas Spanias et al.	Machine Learning for Solar Array Monitoring, Optimization, and Control	Sunil Rao; Sameeksha Katoch; Vivek Narayanaswamy; Gowtham Muniraju; Cihan Tepedelenlioglu; Andreas Spanias		Springer International Publishing
Malware Classification Using Machine Learning	JinSu Kang; Yoojae Won	Advances in Computer Science and Ubiquitous Computing: CSA-CUTE 2018	James J. Park; Doo-Soon Park; Young-Sik Jeong; Yi Pan	1st ed. 2020	Springer Nature Singapore
Keratoconus Classification Using Machine Learning	Aatila Mustapha; Lachgar Mohamed; Kartit Ali	WITS 2020: Proceedings of the 6th International Conference on Wireless Technologies, Embedded, and Intelligent Systems	Saad Bennani; Younes Lakhrissi; Ghizlane Khaissidi; Anass Mansouri; Youness Khamlichi	1st ed. 2022	Springer Nature Singapore
Effective Hyperspectral Image Classification Using Learning Models	Sushmita Gautam; Kailash Chandra Tiwari	Artificial Intelligence and Speech Technology: Third International Conference, AIST 2021, Delhi, India, November 12–13, 2021, Revised Selected Papers	Amita Dev; S. S. Agrawal; Arun Sharma	1st ed. 2022	Springer International Publishing
Hyperspectral Image Classification Using Deep Learning Technique	Mayar A. Shafaey; Mohammed A.-M. Salem; Maryam N. Al-Berry; Hala M. Ebied; Elsayed A. El-Dahshan; Mohammed F. Tolba	Proceedings of the International Conference on Artificial Intelligence and Computer Vision (AICV2020)	Aboul-Ella Hassanien; Ahmad Taher Azar; Tarek Gaber; Diego Oliva; Fahmy M. Tolba	1st ed. 2020	Springer International Publishing
On Classification of BMD Images Using Machine Learning (ANN) Algorithm	Santosh Kumar; Mohd Dilshad Ansari; Vinit Kumar Gunjan; Vijender Kumar Solanki	ICDSMLA 2019: Proceedings of the 1st International Conference on Data Science, Machine Learning and Applications	Amit Kumar; Marcin Paprzycki; Vinit Kumar Gunjan	1st ed. 2020	Springer Nature Singapore
Hyperspectral Image Classification Using Extreme Learning Machine and Conditional Random Field	Yanyan Zhang; Lu Yu; Dong Li; Zhisong Pan	Extreme Learning Machines 2013: Algorithms and Applications	Fuchen Sun; Kar-Ann Toh; Manuel Grana Romay; Kezhi Mao	2014	Springer International Publishing
Static Based Classification of Malicious Software Using Machine Learning Methods	Ali Kutlay; Kanita Karađuzović-Hadžiabdić	Advanced Technologies, Systems, and Applications IV -Proceedings of the International Symposium on Innovative and Interdisciplinary Applications of Advanced Technologies (IAT 2019)	Samir Avdaković; Aljo Mujčić; Adnan Mujezinović; Tarik Uzunović; Ismar Volić	1st ed. 2020	Springer International Publishing
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