Inductive logic programming : 24th International Conference, ILP 2014, Nancy, France, September 14-16, 2014 : revised selected papers /: 24th International Conference, ILP 2014, Nancy, France, September 14-16, 2014 : revised selected papers. (2015)

• Record Type: Book
• Other Titles: ILP 2014
• Further Information: Note: Jesse Davis, Jan Ramon (eds.).
• Editors: Davis, Jesse; Ramon, Jan
• Other Names: ILP (Conference), 24th
• Contents: Reframing on Relational Data -- Inductive Learning using Constraint-driven Bias -- Nonmonotonic Learning in Large Biological Networks -- Construction of Complex Aggregates with Random Restart Hill-Climbing -- Logical minimisation of meta-rules within Meta-Interpretive Learning -- Goal and plan recognition via parse trees using prefix and infix probability computation -- Effectively creating weakly labeled training examples via approximate domain knowledge -- Learning Prime Implicant Conditions From Interpretation Transition -- Statistical Relational Learning for Handwriting Recognition -- The Most Probable Explanation for Probabilistic Logic Programs with Annotated Disjunctions -- Towards machine learning of predictive models from ecological data -- PageRank, ProPPR, and Stochastic Logic Programs -- Complex aggregates over clusters of elements -- On the Complexity of Frequent Subtree Mining in Very Simple Structures.
• Publisher Details: Cham : Springer
• Publication Date: 2015
• Extent: 1 online resource, illustrations
• Subjects: 005.1/15; Computer science; Logic programming -- Congresses; Induction (Logic) -- Congresses; Machine learning -- Congresses; Induction (Logic); Logic programming; Machine learning; Computation by Abstract Devices; Artificial Intelligence (incl. Robotics); Programming Techniques; Information Systems Applications (incl. Internet); Logics and Meanings of Programs; Mathematical Logic and Formal Languages; Computer Science; Computers -- Intelligence (AI) & Semantics; Computers -- Programming -- General; Computers -- Information Technology; Computers -- Machine Theory; Artificial intelligence; Computer programming / software development; Information retrieval; User interface design & usability; Artificial intelligence; Logic design; Mathematics -- Logic; Mathematical theory of computation; Conference papers and proceedings
• Languages: English
• ISBNs: 9783319237084; 3319237071; 9783319237077
• Related ISBNs: 331923708X; 9783319237077
• Notes: Note: Includes bibliographical references and author index.; Note: Online resource; title from PDF title page (SpringerLink, viewed January 4, 2016).
• 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.