"Machine Learning for Context‐Aware Cross‐Layer Optimization"

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Book	Author(s)	Year	Publisher
Optimization and Machine Learning - Optimizationfor Machine Learning and Machine Learning for Optimization	Rachid Chelouah; Patrick Siarry	2022	John Wiley & Sons
Optimization for Machine Learning	Suvrit Sra; Sebastian Nowozin; Stephen J. Wright	2011	MIT Press,
Machine Learning and Optimization Models for Optimization in Cloud	Punit Gupta; Mayank Kumar Goyal; Sudeshna Chakraborty; Ahmed A Elngar	2022	Routledge
Stochastic Optimization for Large-scale Machine Learning	Vinod Kumar Chauhan	2021	Routledge
Accelerated Optimization for Machine Learning: First-Order Algorithms	Zhouchen Lin; Huan Li; Cong Fang	1st ed. 2020	Springer Nature Singapore
Context-Aware Computing	Ling Feng	2018	De Gruyter
Optimization in Machine Learning and Applications	Anand J. Kulkarni; Suresh Chandra Satapathy	1st ed. 2020	Springer Nature Singapore
Distributed Machine Learning and Gradient Optimization	Jiawei Jiang; Bin Cui; Ce Zhang	1st ed. 2022	Springer Nature Singapore
Hardware-Aware Probabilistic Machine Learning Models: Learning, Inference and Use Cases	Laura Isabel Galindez Olascoaga; Wannes Meert; Marian Verhelst	1st ed. 2021	Springer International Publishing
Linear Algebra and Optimization for Machine Learning: A Textbook	Charu C. Aggarwal	1st ed. 2020	Springer International Publishing
First-order and Stochastic Optimization Methods for Machine Learning	Guanghui Lan	1st ed. 2020	Springer International Publishing
Machine Learning for Solar Array Monitoring, Optimization, and Control	Sunil Rao; Sameeksha Katoch; Vivek Narayanaswamy; Gowtham Muniraju; Cihan Tepedelenlioglu; Andreas Spanias		Springer International Publishing
Multiple User Interfaces - Cross-Platform Applications and Context-Aware Interfaces	Ahmed Seffah	2004	John Wiley & Sons
Resource Management in Satellite Networks: Optimization and Cross-Layer Design	Giovanni Giambene	2007	Springer US
Context-Aware Machine Learning and Mobile Data Analytics: Automated Rule-based Services with Intelligent Decision-Making	Iqbal Sarker; Alan Colman; Jun Han; Paul Watters	1st ed. 2021	Springer International Publishing
Context Management for Distributed and Dynamic Context-Aware Computing	Ricardo Couto Antunes da Rocha; Markus Endler	2012	Springer London
Distributed Context-Aware Systems	Paulo Ferreira; Pedro Alves	2014	Springer International Publishing
Context-Aware Collaborative Prediction	Shu Wu; Qiang Liu; Liang Wang; Tieniu Tan	1st ed. 2017	Springer Nature Singapore
Machine learning under a modern optimization lens /	Bertsimas, Dimitris,; Dunn, Jack
Multidimensional Particle Swarm Optimization for Machine Learning and Pattern Recognition	Gabbouj, Moncef.; Ince, Turker.; Kiranyaz, Serkan	2014	Springer Berlin Heidelberg : Imprint: Springer
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Chapter	Author(s)	Book	Book Authors	Year	Publisher
Machine Learning for Context‐Aware Cross‐Layer Optimization		Machine Learning for Future Wireless Communications	Fa-Long Luo	2020	Wiley-IEEE Press
Cross-Layer Optimization	Lingyang Song; Zhu Han; Chen Xu	Resource Management for Device-to-Device Underlay Communication	Lingyang Song; Zhu Han; Chen Xu	2014	Springer New York
Cross-Layer Optimization		A Complete Guide to Wireless Sensor Networks: From Inception to Current Trends	Ankur Dumka; Sandip K. Chaurasiya; Arindam Biswas; Hardwari Lal Mandoria	2019	Routledge
Cross-Layer Optimization		Ad-Hoc Networking Towards Seamless Communications	Liljana Gavrilovska; Ramjee Prasad	2006	Springer Netherlands
Cross-Layer Optimization		Hybrid Wireless-Power Line Communications for Indoor IoT Networks	Kainan Zhu, Mohammad Heggo, and Xu Zhu	2020	Artech House Publishers
Comparing Machine Learning Approaches for Context-Aware Composition	Antonina Danylenko; Christoph Kessler; Welf Löwe	Software Composition: 10th International Conference, SC 2011, Zurich, Switzerland, June 30 - July 1, 2011, Proceedings	Sven Apel; Ethan Jackson	2011	Springer Berlin Heidelberg
21 Cross-layer Optimization		Smart Antennas: Recent Trends in Design and Applications (Advances in Computing Communications and Informatics)	Praveen Kumar Malik, Pradeep Kumar (editor), Sachin Kumar (editor), Dushyant Kumar Singh (editor)	2021	Bentham Science Publishers
Optimization Techniques for Machine Learning	Souad Taleb Zouggar; Abdelkader Adla	Optimization in Machine Learning and Applications	Anand J. Kulkarni; Suresh Chandra Satapathy	1st ed. 2020	Springer Nature Singapore
Cross-Entropy for Machine Learning		Probability for Machine Learning - Discover How To Harness Uncertainty With Python	Jason Brownlee	2020
Context Time-Sequencing for Machine Learning and Sustainability Optimization	Fábio Silva; Cesar Analide	Intelligent Distributed Computing IX: Proceedings of the 9th International Symposium on Intelligent Distributed Computing – IDC' 2015, Guimarães, Portugal, October 2015	Paulo Novais; David Camacho; Cesar Analide; Amal El Fallah Seghrouchni; Costin Badica	1st ed. 2016	Springer International Publishing
Learning Context-Aware Ranking	Steffen Rendle	Context-Aware Ranking with Factorization Models	Steffen Rendle	2011	Springer Berlin Heidelberg
Context-Aware Mobile Learning	Anastasios A. Economides	The Open Knowledge Society: A Computer Science and Information Systems Manifesto	Miltiadis D. Lytras; John M. Carroll; Ernesto Damiani; Robert D. Tennyson; David Avison; Gottfried Vossen; Patricia Ordóñez de Pablos	2008	Springer Berlin Heidelberg
15. Context-Aware Learning		Context-Aware Computing	Ling Feng	2018	De Gruyter
Reinforcement Learning for Context Aware Segmentation	Lichao Wang; Robert Merrifield; Guang-Zhong Yang	Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011: 14th International Conference, Toronto, Canada, September 18-22, 2011, Proceedings, Part III	Gabor Fichtinger; Anne Martel; Terry Peters	2011	Springer Berlin Heidelberg
Smartwatches for Context-Aware Ubiquitous Learning	Nour Takiddeen; Imran Zualkernan	Project and Design Literacy as Cornerstones of Smart Education: Proceedings of the 4th International Conference on Smart Learning Ecosystems and Regional Development	Matthias Rehm; Jelle Saldien; Stefania Manca	1st ed. 2020	Springer Nature Singapore
Context-aware brain–machine interface		Principles of Tissue Engineering	Robert Lanza, Robert Langer, Joseph P. Vacanti, Anthony Atala	2020	Academic Press / Elsevier
Congestion Aware and Stability Based Routing with Cross-Layer Optimization for 6LowPAN	Anita Sethi; Sandip Vijay; Vishal Kumar	Proceedings of International Conference on IoT Inclusive Life (ICIIL 2019), NITTTR Chandigarh, India	Maitreyee Dutta; C. Rama Krishna; Rakesh Kumar; Mala Kalra	1st ed. 2020	Springer Nature Singapore
Energy-Aware Cross-Layer Radio Management		Green Software Defined Radios: Enabling seamless connectivity while saving on hardware and energy	Liesbet Van der Perre; Jan Craninckx; Antoine Dejonghe	2009	Springer Netherlands
Context-Aware Support for Cardiac Health Monitoring Using Federated Machine Learning	Godwin Okechukwu Ogbuabor; Juan Carlos Augusto; Ralph Moseley; Aléchia van Wyk	Artificial Intelligence XXXVIII: 41st SGAI International Conference on Artificial Intelligence, AI 2021, Cambridge, UK, December 14–16, 2021, Proceedings	Max Bramer; Richard Ellis	1st ed. 2021	Springer International Publishing
Application Scenarios and Basic Structure for Context-Aware Machine Learning Framework	Iqbal H. Sarker; Alan Colman; Jun Han; Paul Watters	Context-Aware Machine Learning and Mobile Data Analytics: Automated Rule-based Services with Intelligent Decision-Making	Iqbal Sarker; Alan Colman; Jun Han; Paul Watters	1st ed. 2021	Springer International Publishing
Chapter	Author(s)	Book	Book Authors	Year	Publisher

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