Compare Prices | Create Shopping Lists with Price Drop Alerts | Set Coupons, Promo Codes & Sales Alerts | Get Access to Exclusive Deals and Much More... All in One Place | Read all about it here

Cause Effect Pairs in Machine Learning

Cause Effect Pairs in Machine Learning

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9783030218096
Condition
New
Product Description

This book presents ground-breaking advances in the domain of causal structure learning. The problem of distinguishing cause from effect (Does altitude cause a change in atmospheric pressure, or vice versa?) is here cast as a binary classification problem, to be tackled by machine learning algorithms. Based on the results of the ChaLearn Cause-Effect Pairs Challenge, this book reveals that the joint distribution of two variables can be scrutinized by machine learning algorithms to reveal the possible existence of a causal mechanism, in the sense that the values of one variable may have been generated from the values of the other. This book provides both tutorial material on the state-of-the-art on cause-effect pairs and exposes the reader to more advanced material, with a collection of selected papers. Supplemental material includes videos, slides, and code which can be found on the workshop website. Discovering causal relationships from observational data will become increasingly important in data science with the increasing amount of available data, as a means of detecting potential triggers in epidemiology, social sciences, economy, biology, medicine, and other sciences.

Available Colors
Available Sizes
1 Offer Price Range: $79.99 - $79.99
BEST PRICE

Single Product Purchase

$79.99
@ Link.springer.com     BUY Now

Price Comparison

Seller Contact Seller List Price On Sale Shipping Best Promo Final Price Volume Discount Financing Availability Seller's Page
BEST PRICE
1 Product Purchase
@ Link.springer.com
Contact Store Call Store Contact Support
$79.99 $79.99

$79.99
See Site In stock Visit Store

Similar Products

Continuous Innovation with DevOps

$54.99

Preparation of Nuclear Targets

$54.99

NMR in Living Systems

$39.99

HCI International 2022 Late Breaking Posters

$129.99

Systems Thinking for Supporting Students with Special Needs and Disabilities

$139.99

Assessment of Mammalian Embryo Quality

$129.00

Dress Coded by Carrie Firestone

$8.99

Tertiary Lymphoid Structures

$109.00

Severe Local Storms

$36.00

US Jews

$179.99

Analysis and Control of Underactuated Mechanical Systems

$109.99

Lifetime Estimation of Welded Joints

$84.99

Rethinking Rural Health Ethics

$54.99

Humankapital und Wachstum im Spannungsfeld der EU-Integration

$59.99

Stochastik

$39.99

Handbook of Maleic Anhydride Based Materials

$349.00

Asset Management for Infrastructure Systems

$179.99

Untersuchungen ber den Einflu der Auspuffrohrabmessungen auf den Ladungswechsel einer Einzylinder

$59.99

Urban Climate Science for Planning Healthy Cities

$119.00

The State and the International Oil Market

$84.99

A. E. Housman

$109.99

Reformen in Wohlfahrtsstaaten

$49.99

Thrombolytic Therapy in Acute Ischemic Stroke III

$109.99

Alltagsbewltigung: Rckzug Widerstand?

$59.99

Desire Between Women in Caribbean Literature

$54.99

Land Use Simulation for Europe

$129.00

Advanced Manufacturing Processes

$169.99

Molecular Medicine

$129.99

Modelling and Identification of Dynamic Systems

$169.99

Sprachentwicklung bei kindlichen Hrstrungen: Wortschatz, Grammatik, Kommunikation und Stimme

$17.99

Beteiligung und Unterlassen beim erfolgsqualifizierten Delikt am Beispiel der Krperverletzung mit T

$74.99

We Are in an Art-ivity Book by Mo Willems

$14.99

Prozesstheorie

$49.99

Read and Sing Grades PreK-K

$25.00

The Digital Platform Economy Index 2020

$69.99

Series in Banach Spaces

$84.99

Autonomic Nervous System and Sleep

$179.99

Global Bifurcation in Variational Inequalities

$39.99

Microsystem Technology

$109.99

Environmental Virology

$54.99