Practical approaches to causal relationship exploration. (2015)

• Record Type: Book
• Further Information: Note: Jiuyong Li, Lin Liu, Thuc Duy Le.
• Authors: Li, Jiuyong; Liu, Lin; Le, Thuc Duy
• Contents: Introduction -- Local causal discovery with a simple PC algorithm -- A local causal discovery algorithm for high dimensional data -- Causal rule discovery with partial association test -- Causal rule discovery with cohort studies -- Experimental comparison and discussions.
• Publisher Details: Cham : Springer
• Publication Date: 2015
• Extent: 1 online resource (x, 80 pages), illustrations
• Subjects: 006.3/12; Computer science; Data mining; Causation; COMPUTERS -- General; Causation; Data mining; Computer Science; Artificial Intelligence (incl. Robotics); Data Mining and Knowledge Discovery; Computers -- Database Management -- Data Mining; Data mining; Artificial intelligence; Computers -- Intelligence (AI) & Semantics; Artificial intelligence; Electronic books
• Languages: English
• ISBNs: 9783319144337; 3319144332; 3319144324; 9783319144320
• Related ISBNs: 9783319144320
• Notes: Note: Includes bibliographical references.; Note: Online resource; title from PDF title page (SpringerLink, viewed March 11, 2015).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.