"Explainable and Interpretable Models in Computer Vision and Machine Learning"

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Book	Author(s)	Year	Publisher
Explainable and Interpretable Models in Computer Vision and Machine Learning	Hugo Jair Escalante; Sergio Escalera; Isabelle Guyon; Xavier Baró; Yağmur Güçlütürk; Umut Güçlü; Marcel van Gerven	1st ed. 2018	Springer International Publishing
Interpretable AI: Building explainable machine learning systems	Ajay Thampi	2022	Manning Publications
Explainable Artificial Intelligence: An Introduction to Interpretable Machine Learning	Uday Kamath; John Liu	1st ed. 2021	Springer International Publishing
Interpretable Machine Learning	Christoph Molnar	2020	lulu.com
Interpretable Machine Learning	Christoph Molnar	2021	lulu.com
Machine Learning in Computer Vision	Nicu Sebe; Ira Cohen; Ashutosh Garg; Thomas S. Huang	2005	Springer Netherlands
Computer Vision and Machine Learning in Agriculture	Mohammad Shorif Uddin; Jagdish Chand Bansal	1st ed. 2021	Springer Nature Singapore
Covariances in Computer Vision and Machine Learning	Hà Quang Minh; Vittorio Murino		Springer International Publishing
Covariances in Computer Vision and Machine Learning	Hà Quang Minh, Vittorio Murino	2018	Morgan & Claypool
Machine Learning for Computer Vision	Roberto Cipolla; Sebastiano Battiato; Giovanni Maria Farinella	2013	Springer Berlin Heidelberg
Computer Vision and Machine Learning in Agriculture, Volume 2	Mohammad Shorif Uddin; Jagdish Chand Bansal	1st ed. 2022	Springer Nature Singapore
Interpretable Machine Learning with Python: Learn to build interpretable high-performance models with hands-on real-world examples	Serg Masís	2021	Packt Publishing
Computer Vision and Machine Learning with RGB-D Sensors	Ling Shao; Jungong Han; Pushmeet Kohli; Zhengyou Zhang	2014	Springer International Publishing
Human and Machine Learning: Visible, Explainable, Trustworthy and Transparent	Jianlong Zhou; Fang Chen	1st ed. 2018	Springer International Publishing
Practical Machine Learning for Computer Vision: End-to-End Machine Learning for Images	Valliappa Lakshmanan, Martin Görner, Ryan Gillard	2021	O'Reilly Media
Numerical Algorithms: Methods for Computer Vision, Machine Learning, and Graphics	Justin Solomon	2015	Routledge
Mastering Computer Vision with TensorFlow 2. x: Build advanced computer vision applications using machine learning and deep learning techniques	Krishnendu Kar	2020	Packt Publishing
Computer and Machine Vision (Fourth Edition)	E.R. Davies	2012	Academic Press
3D Point Cloud Analysis: Traditional, Deep Learning, and Explainable Machine Learning Methods	Shan Liu; Min Zhang; Pranav Kadam; C.-C. Jay Kuo	1st ed. 2021	Springer International Publishing
Explainable Fuzzy Systems: Paving the Way from Interpretable Fuzzy Systems to Explainable AI Systems	Jose Maria Alonso Moral; Ciro Castiello; Luis Magdalena; Corrado Mencar	1st ed. 2021	Springer International Publishing
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Showing 1 to 20 of 100 entries

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Chapter	Author(s)	Book	Book Authors	Year	Publisher
Chapter 4 Interpretable Models \| Interpretable Machine Learning		Interpretable Machine Learning	Christoph Molnar	2020	lulu.com
47 Other Interpretable Models \| Interpretable Machine Learning		Interpretable Machine Learning	Christoph Molnar	2020	lulu.com
Computer Vision and Machine Learning		The Use of Applied Technology in Team Sport	José Pino-Ortega; Markel Rico-González	2021	Routledge
Computer Vision and Machine Learning	Ying Bi; Bing Xue; Mengjie Zhang	Genetic Programming for Image Classification: An Automated Approach to Feature Learning	Ying Bi; Bing Xue; Mengjie Zhang	1st ed. 2021	Springer International Publishing
Interpretable Machine Learning	Brad Boehmke; Brandon Greenwell	Hands-On Machine Learning with R	Brad Boehmke; Brandon M. Greenwell	2019	Routledge
Are AI models explainable, interpretable, and understandable?	Jae-Yoon Jung; Donghyun Park	Human-Centered Artificial Intelligence	Chang Nam; Jae-Yoon Jung andSangwon Lee	2022	Academic Press
Computer Vision and Machine Learning in Agriculture	Mehul S. Raval; Sanjay Chaudhary; J. Adinarayana	Data Science in Agriculture and Natural Resource Management	G. P. Obi Reddy; Mehul S. Raval; J. Adinarayana; Sanjay Chaudhary	1st ed. 2022	Springer Nature Singapore
Graph machine learning and computer vision		Graph Machine Learning: Take graph data to the next level by applying machine learning techniques and algorithms	Claudio Stamile, Aldo Marzullo, Enrico Deusebio	2021	Packt Publishing
References \| Interpretable Machine Learning		Interpretable Machine Learning	Christoph Molnar	2020	lulu.com
Explainable AI for Computer Vision	Akshay Kulkarni; Adarsha Shivananda; Nitin Ranjan Sharma	Computer Vision Projects with PyTorch: Design and Develop Production-Grade Models	Akshay Kulkarni; Adarsha Shivananda; Nitin Ranjan Sharma	1st ed.	Apress
OCR Using Computer Vision and Machine Learning	Ashish Ranjan; Varun Nagesh Jolly Behera; Motahar Reza	Machine Learning Algorithms for Industrial Applications	Santosh Kumar Das; Shom Prasad Das; Nilanjan Dey; Aboul-Ella Hassanien	1st ed. 2021	Springer International Publishing
Artificial Intelligence, Machine Learning, and Computer Vision	Steven Herman	Smart Manufacturing - The Lean Six Sigma Way	Anthony Tarantino	2022	John Wiley & Sons
Machine and Computer Vision		Analytics, Data Science, & Artificial Intelligence: Systems for Decision Support	Ramesh Sharda, Dursun Delen, Efraim Turban	2019	Pearson
Machine and Computer Vision		Analytics, Data Science, & Artificial Intelligence: Systems for Decision Support (11th Edition)	Ramesh Sharda, Dursun Delen, Efraim Turban	2019	Pearson
Machine and Computer Vision		Analytics, data science, & artificial intelligence: systems for decision support	Dursun Delen; Ramesh Sharda; Efraim Turban	2020	Pearson
Building Interpretable Machine Learning Models with Decision Trees	P. S. Popescu; M. C. Mihăescu; M. L. Mocanu	Data Analytics in e-Learning: Approaches and Applications	Marian Cristian Mihăescu	1st ed. 2022	Springer International Publishing
12 What Is Machine Learning? \| Interpretable Machine Learning		Interpretable Machine Learning	Christoph Molnar	2020	lulu.com
13 Terminology \| Interpretable Machine Learning		Interpretable Machine Learning	Christoph Molnar	2020	lulu.com
46 RuleFit \| Interpretable Machine Learning		Interpretable Machine Learning	Christoph Molnar	2020	lulu.com
Attacks on Explainable Machine Learning		Practical Fairness: Achieving Fair and Secure Data Models	Aileen Nielsen	2020	O'Reilly Media
Chapter	Author(s)	Book	Book Authors	Year	Publisher

Showing 1 to 20 of 100 entries

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