Towards integrative machine learning and knowledge extraction : BIRS Workshop, Banff, AB, Canada, July 24-26, 2015, Revised selected papers /: BIRS Workshop, Banff, AB, Canada, July 24-26, 2015, Revised selected papers. (2017)

• Record Type: Book
• Other Titles: BIRS Workshop
• Further Information: Note: Andreas Holzinger, Randy Goebel, Massimo Ferri, Vasile Palade (eds.).
• Editors: Holzinger, Andreas; Goebel, Randy; Ferri, Massimo; Palade, Vasile, 1964-
• Other Names: BIRS Workshop
• Contents: Towards integrative Machine Learning & Knowledge Extraction -- Machine Learning and Knowledge Extraction in Digital Pathology needs an integrative approach -- Comparison of Public-Domain Software and Services for Probabilistic Record Linkage and Address Standardization -- Better Interpretable Models for Proteomics Data Analysis Using rule-based Mining -- Probabilistic Logic Programming in Action -- Persistent topology for natural data analysis? A survey -- Predictive Models for Differentiation between Normal and Abnormal EEG through Cross-Correlation and Machine Learning Techniques -- A Brief Philosophical Note on Information -- Beyond Volume: The Impact of Complex Healthcare Data on the Machine Learning Pipeline -- A Fast Semi-Automatic Segmentation Tool for Processing Brain Tumor Images -- Topological characteristics of oil and gas reservoirs and their applications -- Convolutional and Recurrent Neural Networks for Activity Recognition in Smart Environment.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2017
• Extent: 1 online resource (xvi, 207 pages), illustrations
• Subjects: 006.3/12; Computer science; Data mining -- Congresses; Machine learning; Human-computer interaction -- Congresses; Data mining; Human-computer interaction; Machine learning; Computer Science; Artificial Intelligence (incl. Robotics); Information Systems and Communication Service; Probability and Statistics in Computer Science; Software Engineering/Programming and Operating Systems; Computer Systems Organization and Communication Networks; Computers -- Online Services -- General; Computers -- Mathematical & Statistical Software; Computers -- Software Development & Engineering -- General; Computers -- Hardware -- General; Computer networking & communications; Maths for computer scientists; Software Engineering; Artificial intelligence; Information systems; Software engineering; Computer network architectures; Computers -- Intelligence (AI) & Semantics; Artificial intelligence; Electronic books; Conference papers and proceedings
• Languages: English
• ISBNs: 9783319697758; 3319697757
• Related ISBNs: 9783319697741; 3319697749
• Notes: Note: Online resource; title from PDF title page (SpringerLink, viewed November 3, 2017).
• 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.