"A Hybrid Optimization Algorithm for Extreme Learning Machine"

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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
Linear Algebra and Optimization for Machine Learning: A Textbook	Charu C. Aggarwal	1st ed. 2020	Springer International Publishing
Machine learning under a modern optimization lens /	Bertsimas, Dimitris,; Dunn, Jack
Automated Machine Learning: Hyperparameter optimization, neural architecture search, and algorithm selection with cloud platforms	Adnan Masood	2021	Packt Publishing Ltd
Accelerated Optimization for Machine Learning: First-Order Algorithms	Zhouchen Lin; Huan Li; Cong Fang	1st ed. 2020	Springer Nature Singapore
Epsilon: optimality for a global optimization algorithm	James K. Hartman	1975	Naval Postgraduate School
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
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
Teaching Learning Based Optimization Algorithm: And Its Engineering Applications	R. Venkata Rao	1st ed. 2016	Springer International Publishing
A hybrid clustering algorithm for identifying high density clusters	M. Anthony Wong	1980	Massachusetts Institute of Technology, Alfred P. Sloan School of Management
Multidimensional Particle Swarm Optimization for Machine Learning and Pattern Recognition	Gabbouj, Moncef.; Ince, Turker.; Kiranyaz, Serkan	2014	Springer Berlin Heidelberg : Imprint: Springer
Multidimensional Particle Swarm Optimization for Machine Learning and Pattern Recognition	Serkan Kiranyaz, Turker Ince, Moncef Gabbouj	2013	Springer
Multidimensional Particle Swarm Optimization for Machine Learning and Pattern Recognition	Serkan Kiranyaz, Turker Ince, Moncef Gabbouj (auth.)	2014	Springer-Verlag Berlin Heidelberg
Multidimensional Particle Swarm Optimization for Machine Learning and Pattern Recognition	Serkan Kiranyaz; Turker Ince; Moncef Gabbouj	2014	Springer Berlin Heidelberg
Hyperparameter Optimization in Machine Learning: Make Your Machine Learning and Deep Learning Models More Efficient	Tanay Agrawal	1st ed.	Apress
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Chapter	Author(s)	Book	Book Authors	Year	Publisher
A Hybrid Optimization Algorithm for Extreme Learning Machine	Bin Li; Yibin Li; Xuewen Rong	Proceedings of the 2015 Chinese Intelligent Automation Conference: Intelligent Information Processing	Zhidong Deng; Hongbo Li	2015	Springer Berlin Heidelberg
A Novel Hybrid Extreme Learning Machine-Whale Optimization Algorithm for Bearing Fault Diagnosis	M. Firdaus Isham; M. S. R. Saufi; A. R. Amirul	Proceedings of the 6th International Conference on Electrical, Control and Computer Engineering: InECCE2021, Kuantan, Pahang, Malaysia, 23rd August	Zainah Md. Zain; Mohd. Herwan Sulaiman; Amir Izzani Mohamed; Mohd. Shafie Bakar; Mohd. Syakirin Ramli	1st ed. 2022	Springer Nature Singapore
A Pruning Algorithm for Extreme Learning Machine	Li Ying; Li Fan-jun	Intelligent Data Engineering and Automated Learning -- IDEAL 2013: 14th International Conference, IDEAL 2013, Hefei, China, October 20-23, 2013, Proceedings	Hujun Yin; Ke Tang; Yang Gao; Frank Klawonn; Minho Lee; Bin Li; Thomas Weise; Xin Yao	2013	Springer Berlin Heidelberg
Improving Extreme Learning Machine Algorithm Through Optimization Technique	Nilesh Rathod; Sunil B. Wankhade	Advanced Computing Technologies and Applications: Proceedings of 2nd International Conference on Advanced Computing Technologies and Applications—ICACTA 2020	Hari Vasudevan; Antonis Michalas; Narendra Shekokar; Meera Narvekar	1st ed. 2020	Springer Nature Singapore
A Fast Algorithm for Sparse Extreme Learning Machine	Zhihong Miao; Qing He	Proceedings of ELM 2018	Jiuwen Cao; Chi Man Vong; Yoan Miche; Amaury Lendasse	1st ed. 2020	Springer International Publishing
A Hybrid Algorithm of Extreme Learning Machine and Sparse Auto-Encoder	Yu Lin; Yanchun Liang; Shinichi Yoshida; Xiaoyue Feng; Renchu Guan	Smart Computing and Communication: First International Conference, SmartCom 2016, Shenzhen, China, December 17-19, 2016, Proceedings	Meikang Qiu	1st ed. 2017	Springer International Publishing
Extreme Learning Machine for Clustering	Chamara Kasun Liyanaarachchi Lekamalage; Tianchi Liu; Yan Yang; Zhiping Lin; Guang-Bin Huang	Proceedings of ELM-2014 Volume 1: Algorithms and Theories	Jiuwen Cao; Kezhi Mao; Erik Cambria; Zhihong Man; Kar-Ann Toh	2015	Springer International Publishing
Improved Ensemble Extreme Learning Machine Regression Algorithm	Meiyi Li; Weibiao Cai; Xingwang Liu	Intelligent Information Processing IX: 10th IFIP TC 12 International Conference, IIP 2018, Nanning, China, October 19-22, 2018, Proceedings	Zhongzhi Shi; Eunika Mercier-Laurent; Jiuyong Li	1st ed. 2018	Springer International Publishing
A Hybrid CS–GSA Algorithm for Optimization	Manoj Kumar Naik; Leena Samantaray; Rutuparna Panda	Hybrid Soft Computing Approaches: Research and Applications	Siddhartha Bhattacharyya; Paramartha Dutta; Susanta Chakraborty	1st ed. 2016	Springer India
A Hybrid Evolutionary Algorithm for Global Optimization	Mend-Amar Majig; Abdel-Rahman Hedar; Masao Fukushima	Optimization and Optimal Control: Theory and Applications	Altannar Chinchuluun; Panos M. Pardalos; Rentsen Enkhbat; Ider Tseveendorj	2010	Springer New York
Extreme Learning Machine and Kernel Extreme Learning Machine Results		A Comprehensive Guide to Neural Network Modeling	Steffen Skaar (editor)	2020	Nova Science Pub Inc
A Machine-Learning Framework for Hybrid Machine Translation	Christian Federmann	KI 2012: Advances in Artificial Intelligence: 35th Annual German Conference on AI, Saarbrücken, Germany, September 24-27, 2012, Proceedings	Birte Glimm; Antonio Krüger	2012	Springer Berlin Heidelberg
A Hybrid Particle Swarm Optimization Algorithm for Function Optimization	Zulal Sevkli; F. Erdoğan Sevilgen	Applications of Evolutionary Computing: EvoWorkshops 2008: EvoCOMNET, EvoFIN, EvoHOT, EvoIASP, EvoMUSART, EvoNUM, EvoSTOC, and EvoTransLog	Mario Giacobini; Anthony Brabazon; Stefano Cagnoni; Gianni A. Di Caro; Rolf Drechsler; Aniko Ekart; Anna I. Esparcia-Alcazar; Muddassar Farooq; Andreas Fink; Jon McCormack; Michael O'Neill; Juan Romero; Franz Rothlauf; Giovanni Squillero; Sima Uyar; Shengxiang Yang	2008	Springer Berlin Heidelberg
An Improved On-Line Sequential Learning Algorithm for Extreme Learning Machine	Bin Li; Jingming Wang; Yibin Li; Yong Song	Advances in Neural Networks - ISNN 2007: 4th International Symposium on Neutral Networks, ISNN 2007 Nanjing, China, June 3-7, 2007. Proceedings, Part I	Derong Liu; Shumin Fei; Zeng-Guang Hou; Huaguang Zhang; Changyin Sun	2007	Springer Berlin Heidelberg
A Novel Extreme Learning Machine-Based Classification Algorithm for Uncertain Data	Xianchao Zhang; Daoyuan Sun; Yuangang Li; Han Liu; Wenxin Liang	Trends and Applications in Knowledge Discovery and Data Mining: PAKDD 2017 Workshops, MLSDA, BDM, DM-BPM Jeju, South Korea, May 23, 2017, Revised Selected Papers	U Kang; Ee-Peng Lim; Jeffrey Xu Yu; Yang-Sae Moon	1st ed. 2017	Springer International Publishing
Machine Learning for Hybrid Detection	Sumeet Dua; Xian Du	Data Mining and Machine Learning in Cybersecurity	Sumeet Dua; Xian Du	2011	Routledge
Two-Stage Hybrid Extreme Learning Machine for Sequential Imbalanced Data	Wentao Mao; Jinwan Wang; Ling He; Yangyang Tian	Proceedings of ELM-2015 Volume 1: Theory, Algorithms and Applications (I)	Jiuwen Cao; Kezhi Mao; Jonathan Wu; Amaury Lendasse	1st ed. 2016	Springer International Publishing
An Elitist Genetic Algorithm Based Extreme Learning Machine	Vimala Alexander; Pethalakshmi Annamalai	Computational Intelligence, Cyber Security and Computational Models: Proceedings of ICC3 2015	Muthukrishnan Senthilkumar; Vijayalakshmi Ramasamy; Shina Sheen; C. Veeramani; Anthony Bonato; Lynn Batten	1st ed. 2016	Springer Nature Singapore
Quaternion Extreme Learning Machine	Hui Lv; Huisheng Zhang	Proceedings of ELM-2016	Jiuwen Cao; Erik Cambria; Amaury Lendasse; Yoan Miche; Chi Man Vong	1st ed. 2018	Springer International Publishing
Extreme Learning Machine (ELM)		A Comprehensive Guide to Neural Network Modeling	Steffen Skaar (editor)	2020	Nova Science Pub Inc
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