Machine Learning under Resource Constraints - Applications
Language: English
Published by De Gruyter, 2022
- First Edition
- Softcover
- New
Seller: Kennys Bookshop and Art Galleries Ltd., Galway, GY, IrelandKennys Bookshop and Art Galleries Ltd.
AbeBooks seller since February 27, 2001
Condition: New
£ 184.64
Quantity: Over 20 available
Add to basketItem description from seller
2022. 1st Edition. perfect. . . . . .
Seller Inventory # V9783110785975
- Title
- Machine Learning under Resource Constraints - Applications
- Author
- No Contributor
- Publisher
- De Gruyter
- Publication year
- 2022
- Condition
- New
- Binding
- Soft cover
- Language
- English
- ISBN 10
- 3110785978
- ISBN 13
- 9783110785975
- Edition
- 1st Edition
- Series
- Book 171 of 256: De Gruyter STEM
Machine Learning under Resource Constraints addresses novel machine learning algorithms that are challenged by high-throughput data, by high dimensions, or by complex structures of the data in three volumes. Resource constraints are given by the relation between the demands for processing the data and the capacity of the computing machinery. The resources are runtime, memory, communication, and energy. Hence, modern computer architectures play a significant role. Novel machine learning algorithms are optimized with regard to minimal resource consumption. Moreover, learned predictions are executed on diverse architectures to save resources. It provides a comprehensive overview of the novel approaches to machine learning research that consider resource constraints, as well as the application of the described methods in various domains of science and engineering.
Volume 3 describes how the resource-aware machine learning methods and techniques are used to successfully solve real-world problems. The book provides numerous specific application examples. In the areas of health and medicine, it is demonstrated how machine learning can improve risk modelling, diagnosis, and treatment selection for diseases. Machine learning supported quality control during the manufacturing process in a factory allows to reduce material and energy cost and save testing times is shown by the diverse real-time applications in electronics and steel production as well as milling. Additional application examples show, how machine-learning can make traffic, logistics and smart cities more effi cient and sustainable. Finally, mobile communications can benefi t substantially from machine learning, for example by uncovering hidden characteristics of the wireless channel.
"Synopsis" may belong to another edition of this title.
About the Author
Jörg Rahnenführer: Prof. Dr. Jörg Rahnenführer is professor for "Statistical methods in genetics and chemometrics" at the Department of Statistics at TU Dortmund University. After obtaining a PhD in mathematics from the University of Düsseldorf he worked as a postdoc in Vienna, Berkeley, Omaha, and at the Max Planck Institute for Informatics in Saarbrücken. The respective departments covered a wide range of fields, including mathematics, statistics, biostatistics, genetics, and computer science. His group at TU Dortmund develops and applies in interdisciplinary projects statistical methods mainly for applications in bioinformatics, toxicology, and medicine. He has particularly worked successfully on the meaningful exploitation of high-dimensional omics data and as a member of the SFB 876 on hyperparameter optimization in statistical learning methods. Since 2021 he is the spokesperson of the DFG-funded Research Training Group (RTG) 2624 "Biostatistical Methods for High-Dimensional Data in Toxicology".
"About the title" may belong to another edition of this title.
Kennys Bookshop and Art Galleries Ltd.
Galway, GY, Ireland
AbeBooks seller since February 27, 2001
Shipping rates from Ireland to U.S.A.
| Item | 12 to 22 business days | 10 to 20 business days |
|---|---|---|
| First item | £ 8.17 | £ 9.89 |
Payment methods
Store description
Kennys.ie is the largest exporter of books from Ireland currently exporting to approximately 100 countries around the world. Kennys Bookshop houses hundreds of thousands of books and specialises in collection development and library services, supplying booksellers and state and university libraries on a global scale including the U.S.A.,Japan and Europe. Kennys.ie is Ireland's Largest Online Bookshop.
Specialty
Asia, All Aspects of the Irish Experience, Irish Literature, Irish History, Human Rights, International Espionage, History of Ideas and Human Thought, Labour History, Jewish Studies and the Holocaust. Gureilla Movements., Russian and Soviet History and Literature. Womens Studies and Feminism.Seller's business information
Kennys Bookshop and Art Galleries (Holdings) Limited
Liosbán Retail Park, Tuam Road
Galway, Ireland H91 N5P8
Terms of sale
Terms of Sale - Credit Cards: Visa, Master Card, American Express, Diner.
Payment can also be made by bank draft in Euros, drawn on an Irish Bank.
We regret that PO Boxes are not acceptable to the U.S. as our courier will not deliver to them.
In case of returns or queries please contact us by email books@kennys.ie or by phone +353 91 709350
VAT Registration - IE2238521A
Conor Kenny
Right of withdrawal
If you are a consumer you can withdraw from the contract in accordance with the following. Consumer means any natural person who is acting for purposes which are outside his trade, business, craft or profession.
Information regarding the right of withdrawal
Statutory right to withdraw
You have the right to withdraw from this contract within 14 days without giving any reason.
The withdrawal period will expire after 14 days from the day on which you acquire, or a third party other than the carrier and indicated by you acquires, physical possession of the last good or the last lot or piece.
To exercise the right of withdrawal, electronically fill in and submit a clear statement on our website, under "My Purchases" in "My Account". We will communicate to you an acknowledgement of receipt of such a withdrawal on a durable medium (e.g. by e-mail) without delay.
To meet the withdrawal deadline, it is sufficient for you to send your communication concerning your exercise of the right of withdrawal before the withdrawal period has expired.
Effects of withdrawal
If you withdraw from this contract, we will reimburse to you all payments received from you, including the costs of delivery (except for the supplementary costs arising if you chose a type of delivery other than the least expensive type of standard delivery offered by us).
We may make a deduction from the reimbursement for loss in value of any goods supplied, if the loss is the result of unnecessary handling by you.
We will make the reimbursement without undue delay, and not later than 14 days after the day on which we are informed about your decision to withdraw from this contract.
We will make the reimbursement using the same means of payment as you used for the initial transaction, unless you have expressly agreed otherwise; in any event, you will not incur any fees as a result of such reimbursement.
We may withhold reimbursement until we have received the goods back, or you have supplied evidence of having sent back the goods, whichever is the earliest.
You shall send back the goods or hand them over to Kennys Bookshop and Art Galleries Ltd., Galway, GY, Ireland, without undue delay and in any event not later than 14 days from the day on which you communicate your withdrawal from this contract to us. The deadline is met if you send back the goods before the period of 14 days has expired. You will have to bear the direct cost of returning the goods. You are only liable for any diminished value of the goods resulting from the handling other than what is necessary to establish the nature, characteristics and functioning of the goods.
Exceptions to the right of withdrawal
The right of withdrawal does not apply to:
- The delivery of newspapers, journals or magazines with the exception of subscription contracts; and
- The supply of digital content which is not supplied on a tangible medium (e.g. on a CD or DVD) if you accepted when you placed your order that we could start to deliver it, and that you could not withdraw once delivery had started.
Shipping terms
Free Shipping