"AVATAR - Machine Learning Pipeline Evaluation Using Surrogate Model"

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Book	Author(s)	Year	Publisher
Machine Learning Using R	Karthik Ramasubramanian; Abhishek Singh	1st ed.	Apress
Machine Learning using Python	Manaranjan Pradhan	2019	WILEY INDIA
Document Processing Using Machine Learning	Sk Md Obaidullah; KC Santosh; Teresa Goncalves; Nibaran Das; Kaushik Roy	2019	Routledge
Optimizing ship air-defense evaluation model using simulation and inductive learning	Chang-yun Lo	1991	Naval Postgraduate School;Available from the National Technical Information Service
Deep Learning Pipeline: Building a Deep Learning Model with TensorFlow	Hisham El-Amir; Mahmoud Hamdy	1st ed.	Apress
Machine Learning for Model Order Reduction	Khaled Salah Mohamed	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
Fundamentals of Machine Learning using Python	Euan Russano, Elaine Ferreira Avelino	2019	Arcler Press
The Evaluation of Surrogate Endpoints	Tomasz Burzykowski; Geert Molenberghs; Marc Buyse	2005	Springer New York
Agricultural Informatics - Automation Using IoTand Machine Learning	Amitava Choudhury; Arindam Biswas; Manish Prateek; Amlan Chakrabarti	2021	John Wiley & Sons
Automatic Tuning of Compilers Using Machine Learning	Amir H. Ashouri; Gianluca Palermo; John Cavazos; Cristina Silvano	1st ed. 2018	Springer International Publishing
Behavior Analysis with Machine Learning Using R	Enrique Garcia Ceja	2021	Routledge
Using Technology Evaluation to Enhance Student Learning	Barbara Means	January 2004	Teachers College Press
A Machine Learning Based Model of Boko Haram	V. S. Subrahmanian; Chiara Pulice; James F. Brown; Jacob Bonen-Clark	1st ed. 2021	Springer International Publishing
Measuring Road Safety Using Surrogate Events	Andrew Tarko	2019	Elsevier
Practical Machine Learning for Data Analysis Using Python	Abdulhamit Subasi	2020	Academic Press
Machine Learning Using TensorFlow Cookbook: Over 60 recipes on machine learning using deep learning solutions from Kaggle Masters and Google Developer Experts	Alexia Audevart, Konrad Banachewicz, Luca Massaron	2021	Packt Publishing
Analytical evaluation of UNREP methods using the model BFORM	Steven L. Barnaby	1988
Design of Intelligent Applications Using Machine Learning and Deep Learning Techniques	Ramchandra S. Mangrulkar; Antonis Michalas; Narendra M. Shekokar; Meera Narvekar; Pallavi V. Chavan	2021	Routledge
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Chapter	Author(s)	Book	Book Authors	Year	Publisher
AVATAR - Machine Learning Pipeline Evaluation Using Surrogate Model	Tien-Dung Nguyen; Tomasz Maszczyk; Katarzyna Musial; Marc-André Zöller; Bogdan Gabrys	Advances in Intelligent Data Analysis XVIII: 18th International Symposium on Intelligent Data Analysis, IDA 2020, Konstanz, Germany, April 27–29, 2020, Proceedings	Michael R. Berthold; Ad Feelders; Georg Krempl	1st ed. 2020	Springer International Publishing
Machine Learning Model Evaluation	Karthik Ramasubramanian; Abhishek Singh	Machine Learning Using R	Karthik Ramasubramanian; Abhishek Singh	1st ed.	Apress
Machine Learning Model Evaluation		Big Data Analysis Using Machine Learning for Social Scientists and Criminologists	Juyoung Song	2019	Cambridge Scholars Publishing
Machine Learning Model Evaluation	Karthik Ramasubramanian; Abhishek Singh	Machine Learning Using R: With Time Series and Industry-Based Use Cases in R	Karthik Ramasubramanian; Abhishek Singh	2nd ed.	Apress
Machine Learning Model Evaluation		AI-Powered Business Intelligence: Improving Forecasts and Decision Making with Machine Learning	Tobias Zwingmann	2022	O'Reilly Media
Machine Learning Model Evaluation Using Misclassification Tables		Big Data Analysis Using Machine Learning for Social Scientists and Criminologists	Juyoung Song	2019	Cambridge Scholars Publishing
Machine Learning Model Evaluation Using ROC Curves		Big Data Analysis Using Machine Learning for Social Scientists and Criminologists	Juyoung Song	2019	Cambridge Scholars Publishing
Machine learning pipeline		Healthcare analytics made simple: techniques in healthcare computing using machine learning and Python	Kumar, Vikas	2018	Packt Publishing
Machine Learning Pipeline		Machine Learning Engineering	Andriy Burkov	2020
Machine Learning Model Evaluation Metrics		Machine Learning Mastery With R: How to Prepare Data and Develop Models to Predict the Future	Jason Brownlee	2016	Independently Published
12 Machine learning pipeline		MLOps Engineering at Scale	Carl Osipov	2022	Manning
ML Deployment Pipeline Using Oracle Machine Learning	Heli Helskyaho; Jean Yu; Kai Yu	Machine Learning for Oracle Database Professionals: Deploying Model-Driven Applications and Automation Pipelines	Heli Helskyaho; Jean Yu; Kai Yu	1st ed.	Apress
Evaluation of Content Using Machine Learning	Manish Kumar Thakur; Raju Ramakrishna Goundkar	Smart Intelligent Computing and Applications: Proceedings of the Third International Conference on Smart Computing and Informatics, Volume 2	Suresh Chandra Satapathy; Vikrant Bhateja; J. R. Mohanty; Siba K. Udgata	1st ed. 2020	Springer Nature Singapore
Event-Driven Machine Learning Pipeline		Applied Natural Language Processing in the Enterprise: Teaching Machines to Read, Write, and Understand	Ankur A. Patel, Ajay Uppili Arasanipalai	2021	O'Reilly Media
912 The machine learning pipeline		Automated Machine Learning in Action	Qingquan Song, Haifeng Jin, Xia Hu	2022	Manning Publications
Stress Prediction Model Using Machine Learning	Kavita Pabreja; Anubhuti Singh; Rishabh Singh; Rishita Agnihotri; Shriam Kaushik; Tanvi Malhotra	Proceedings of International Conference on Artificial Intelligence and Applications: ICAIA 2020	Poonam Bansal; Meena Tushir; Valentina Emilia Balas; Rajeev Srivastava	1st ed. 2021	Springer Nature Singapore
Leaf Classification Model Using Machine Learning	T. S. Prabhakar; M. N. Veena	Intelligent Computing Paradigm and Cutting-edge Technologies: Proceedings of the Second International Conference on Innovative Computing and Cutting-edge Technologies (ICICCT 2020)	Margarita N. Favorskaya; Sheng-Lung Peng; Milan Simic; Basim Alhadidi; Souvik Pal	1st ed. 2021	Springer International Publishing
56 Global Surrogate \| Interpretable Machine Learning		Interpretable Machine Learning	Christoph Molnar	2020	lulu.com
Supervised Rainfall Learning Model Using Machine Learning Algorithms	Amit Kumar Sharma; Sandeep Chaurasia; Devesh Kumar Srivastava	The International Conference on Advanced Machine Learning Technologies and Applications (AMLTA2018)	Aboul Ella Hassanien; Mohamed F. Tolba; Mohamed Elhoseny; Mohamed Mostafa	1st ed. 2018	Springer International Publishing
Garment Fit Evaluation Using Machine Learning Technology	Kaixuan Liu; Xianyi Zeng; Pascal Bruniaux; Xuyuan Tao; Edwin Kamalha; Jianping Wang	Artificial Intelligence for Fashion Industry in the Big Data Era	Sébastien Thomassey; Xianyi Zeng	1st ed. 2018	Springer Nature Singapore
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