Uncertainty Modelling in Data Science (eng)
Language: English
Published by Springer, 2018
Series: Book 181 of 540 - Advances in Intelligent Systems and Computing
- Softcover
- New

Seller: Brook Bookstore On Demand, Napoli, NA, ItalyBrook Bookstore On Demand
AbeBooks seller since October 11, 2022
Condition: New
US$ 151.93
Quantity: Over 20 available
Add to basketItem description from seller
Seller Inventory # XLA8QAB78W
- Title
- Uncertainty Modelling in Data Science (eng)
- Author
- Destercke, Sébastien
- Publisher
- Springer
- Publication year
- 2018
- Condition
- new
- Binding
- Soft cover
- Language
- English
- ISBN 10
- 3319975463
- ISBN 13
- 9783319975467
- Item weight
- 0.45 kilograms
- Series
- Book 181 of 540: Advances in Intelligent Systems and Computing
This book features 29 peer-reviewed papers presented at the 9th International Conference on Soft Methods in Probability and Statistics (SMPS 2018), which was held in conjunction with the 5th International Conference on Belief Functions (BELIEF 2018) in Compiègne, France on September 17–21, 2018. It includes foundational, methodological and applied contributions on topics as varied as imprecise data handling, linguistic summaries, model coherence, imprecise Markov chains, and robust optimisation. These proceedings were produced using EasyChair.
Over recent decades, interest in extensions and alternatives to probability and statistics has increased significantly in diverse areas, including decision-making, data mining and machine learning, and optimisation. This interest stems from the need to enrich existing models, in order to include different facets of uncertainty, like ignorance, vagueness, randomness, conflict or imprecision. Frameworks such as rough sets, fuzzy sets, fuzzy random variables, random sets, belief functions, possibility theory, imprecise probabilities, lower previsions, and desirable gambles all share this goal, but have emerged from different needs.The advances, results and tools presented in this book are important in the ubiquitous and fast-growing fields of data science, machine learning and artificial intelligence. Indeed, an important aspect of some of the learned predictive models is the trust placed in them.
Modelling the uncertainty associated with the data and the models carefully and with principled methods is one of the means of increasing this trust, as the model will then be able to distinguish between reliable and less reliable predictions. In addition, extensions such as fuzzy sets can be explicitly designed to provide interpretable predictive models, facilitating user interaction and increasing trust.
"Synopsis" may belong to another edition of this title.
About the Author
"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$ 6.43 | US$ 596.96 |
Payment methods
Store description
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.