Evolutionary Machine Learning Techniques (eng)
Language: English
Published by Springer, 2019
- Hardcover
- New

Seller: Brook Bookstore On Demand, Napoli, NA, ItalyBrook Bookstore On Demand
AbeBooks seller since October 11, 2022
Condition: New
US$ 173.43
Quantity: Over 20 available
Add to basketItem description from seller
Questo è un articolo print on demand.
Seller Inventory # 9384d2ea103358c16b2b66e5538300fe
- Title
- Evolutionary Machine Learning Techniques (eng)
- Author
- Mirjalili, Seyedali
- Publisher
- Springer
- Publication year
- 2019
- Condition
- new
- Binding
- Hardcover
- Language
- English
- ISBN 10
- 9813299894
- ISBN 13
- 9789813299894
- Item weight
- 0.59 kilograms
- Series
- Book 4 of 95: Algorithms for Intelligent Systems
This book provides an in-depth analysis of the current evolutionary machine learning techniques. Discussing the most highly regarded methods for classification, clustering, regression, and prediction, it includes techniques such as support vector machines, extreme learning machines, evolutionary feature selection, artificial neural networks including feed-forward neural networks, multi-layer perceptron, probabilistic neural networks, self-optimizing neural networks, radial basis function networks, recurrent neural networks, spiking neural networks, neuro-fuzzy networks, modular neural networks, physical neural networks, and deep neural networks.
The book provides essential definitions, literature reviews, and the training algorithms for machine learning using classical and modern nature-inspired techniques. It also investigates the pros and cons of classical training algorithms. It features a range of proven and recent nature-inspired algorithms used to train different types of artificial neural networks, including genetic algorithm, ant colony optimization, particle swarm optimization, grey wolf optimizer, whale optimization algorithm, ant lion optimizer, moth flame algorithm, dragonfly algorithm, salp swarm algorithm, multi-verse optimizer, and sine cosine algorithm. The book also covers applications of the improved artificial neural networks to solve classification, clustering, prediction and regression problems in diverse fields.
"Synopsis" may belong to another edition of this title.
About the Author
Dr. Seyedali Mirjalili is a lecturer at Griffith College, Griffith University, and internationally recognised for his advances in nature-inspired artificial intelligence (AI) techniques. He is the author of five books, 100 journal articles, 20 conference papers, and 20 book chapters. With over 10000 citations and H-index of 40, he is one of the most influential AI researchers in the world. From Google Scholar metrics, he is globally the 3rd most cited researcher in Engineering Optimisation and Robust Optimisation using AI techniques. He has been the keynote speaker of several international conferences and is serving as an associate editor of top AI journals including Applied Soft Computing, Applied Intelligence, IEEE Access, Advances in Engineering Software, and Applied Intelligence.
Hossam Faris is a Professor in the Information Technology Department at King Abdullah II School for Information Technology at The University of Jordan, Jordan. Hossam Faris received his B.A. and M.Sc. degrees in computer science from the Yarmouk University and Al-Balqa` Applied University in 2004 and 2008, respectively, in Jordan. He was awarded a full-time competition-based scholarship from the Italian Ministry of Education and Research to peruse his Ph.D. degrees in e-Business at the University of Salento, Italy, where he obtained his Ph.D. degree in 2011. In 2016, he worked as a postdoctoral researcher with the GeNeura team at the Information and Communication Technologies Research Center (CITIC), University of Granada, Spain. His research interests include applied computational intelligence, evolutionary computation, knowledge systems, data mining, semantic web, and ontologies.
Dr. Aljarah is an Associate Professor of BIG Data Mining and Computational Intelligence at The University of Jordan―Department of Information Technology, Jordan. Currently, he is the Director Assistant to International Affairs Unit at The University of Jordan. He obtained the bachelor degree in computer science from the Yarmouk University, Jordan, 2003. He also obtained his master degree in computer science and information systems from the Jordan University of Science and Technology, Jordan, in 2006. He participated in many conferences in the fields of data mining, machine learning, and big data such as CEC, GECCO, NTIT, CSIT, IEEE NABIC, CASON, and BigData Congress. Furthermore, he contributed in many projects in USA such as Vehicle Class Detection System (VCDS), Pavement Analysis Via Vehicle Electronic Telemetry (PAVVET), and Farm Cloud Storage System (CSS) projects. He has published more than 35 papers in refereed international conferences and journals. His research focuses on data mining, machine learning, big data, MapReduce, Hadoop, swarm intelligence, evolutionary computation, social network analysis (SNA), and large-scale distributed algorithms.
"About the title" may belong to another edition of this title.
Brook Bookstore On Demand
Napoli, NA, Italy
AbeBooks seller since October 11, 2022
Shipping rates from Italy to U.S.A.
| Item | 25 to 40 business days | 60 to 60 business days |
|---|---|---|
| First item | US$ 7.62 | US$ 572.54 |
Payment methods
Store description
Account dedicated to Print on Demand titles. Brook Bookstore offers a wide selection of books with a continuously updated catalog and fast shipments all over the world. We hold distribution rights with all of the publishers we promote and are in continuous search of new interesting titles to propose to our customers. We are part of Brandon Group SRL (an Italian company) and all of the orders are shipped from Europe. Depending on availability orders will be picked from our different warehouses. CONTACT US If you have any questions please do not hesitate to contact us sending a message to our store. We have a well prepared customer service team who will be happy to assist you. Our working hours are from Monday to Friday from 9:30 to 18:30 (CET, UTC +1) so messages received during the weekends might be responded with a slight delay but we guarantee you will get back to you as soon as possible. RETURNS If you want to return your order, please submit your request through Abebooks platform. Returns requests are managed case by case by our team and always in line with Abebooks policies: AbeBooks’ Return Policy guarantees that you can return any book for a refund within 30 days, when the return is due to an error on the bookseller’s part. When the motive of the return is not due to an error of the seller it is up to Brook Bookstore to accept the return or else after studying the case. CANCELLATION You can send a cancellation request to our customer service team while the package has not yet been shipped. After that we cannot ensure we can retrieve the parcel but we suggest you to get in touch with us in order to verify the case. INVOICE You can request the invoice to be issued together with the shipment of the order or, at the latest, in the same month of the shipment. …
Specialty
Print on DemandSeller's business information
Brandon Group S.R.L.
Via Vannella Gaetani 27, Brandon Group
Napoli, NA Italy 80121
Terms of sale
Account dedicated to Print on Demand titles.
CANCELLATION
You can send a cancellation request from the order page while the package has not yet been shipped. After that we cannot ensure we can retrieve the parcel but we suggest you to get in touch with us in order to verify the case.
INVOICE
You can request the invoice to be issued together with the shipment of the order or, at the latest, in the same month of the shipment.
RETURNS
If you want to return your order, please contact us for authorization or place a request on the order page. Orders returned without authorization may not be credited.
If your order presents damages or any other issue on arrival we must be advised of this within 14 days of delivery in order to find the most suitable solution for you.
Returns for Brook Bookstore (Brandon Group SRL) are only accepted in the following addresses:
Return address in the United Kingdom:
MHI
(c/o BR Books)
82 Feeder Road
Bristol
BS2 0TQ
UK
Return address in Italy (for all EU countries):
Brandon Group c/o TWS
Via Trento, 9
20067 Tribiano (MI) – Italy
Return address in Japan:
Brandon Group JP
c/o Windows, Inc.
Mr. Jiro Asami
2-12-7-504 Oshiage, Sumida-ku
Tokyo 131-0045 Japan
Return address in the USA:
TruLogic- EZI - Brook Bookstore
5401 NW 72nd ave
MIami FL 33166-4941
Return address in Australia:
Active - Ezi - - Brook Bookstore
2/2-4 Federation Way,
Moorabbin Airport
Mentone, 3194
Victoria
AUSTRALIA
Return address in Canada:
No3rd - Ezi - - Brook Bookstore
520 Ave Lepine
Dorval QC H9P 2V6
CANADA
Return address in Mexico:
Chronos - EZI - Brook Bookstore
Calle Duba 112
Parque industrial Logistik II
79526 Villa de Reyes
San Luis Potosi
*For returns from other areas please contact us in order to provide further assistance.