Artificial intelligence applications and innovations : 12th IFIP WG 12.5 International Conference and Workshops, AIAI 2016, Thessaloniki, Greece, September 16-18, 2016, Proceedings /: 12th IFIP WG 12.5 International Conference and Workshops, AIAI 2016, Thessaloniki, Greece, September 16-18, 2016, Proceedings. (2016)

• Record Type: Book
• Other Titles: AIAI 2016
• Further Information: Note: Lazaros Iliadis, Ilias Maglogiannis (eds.).
• Editors: Iliadis, Lazaros S; Maglogiannis, Ilias G
• Other Names: IFIP TC12 WG12.5--IFIP Conference on Artificial Intelligence Applications and Innovations, 12th
• Contents: Intro; Preface; Organization; Invited Talks; Discriminative Dimensionality Reduction for Data Inspection and Classifier Visualization; Multimodality in Data Clustering: Application to Video Summarization; Machine Learning of Motor Skills for Robots: From Simple Skills to Table Tennis and Manipulation; Machine Learning Based Bioinformatics as a Tool for Big-Bata Analytics on Molecular Biology Datasets; Contents; Medical Artificial Intelligence Modeling (MAIM); A Cumulative Training Approach to Schistosomiasis Vector Density Prediction; 1 Introduction; 2 Experiment Data; 3 Methods 3.1 Feature Assessment3.2 Information Gain; 4 Cumulative Training Approach (CTA); 5 Conclusion; References; A Mobile and Evolving Tool to Predict Colorectal Cancer Survivability; 1 Introduction; 2 Related Work; 3 CRCPredictor: An Application for Survivability Prediction; 3.1 Requirements for the Survivability Prediction Tool; 3.2 Colon and Rectal Cancer Survivability Prediction Models; 3.3 Architecture; 3.4 Use Case; 4 Analysis and Discussion; 5 Conclusions and Future Work; References; An Implementation of a Decision-Making Algorithm Based on a Novel Health Status Transition Model of Epilepsy 1 Introduction2 Transition Model of Epilepsy; 3 The Implementation of the Model's Decision-Making Algorithm; 3.1 The Applied Implementation Method; 3.2 Ontology Engineering for Epilepsy; 3.3 Implementation of the Decision-Making Algorithm; 3.4 Input Data to the Decision-Making Algorithm; 4 Evaluation of the Proposed Model; 4.1 Kate's Epileptic Medical History and Profile; 4.2 Kate's Telemonitoring Through the Proposed Algorithm; 4.3 Discussion; 5 Conclusions; References Integrative Bioinformatic Analysis of a Greek Epidemiological Cohort Provides Insight into the Pathogenesis of Primary Cutaneous MelanomaAbstract; 1 Introduction; 2 Materials and Methods; 2.1 Analysis of Next Generation Exome Sequencing Data; 2.2 Analysis of Transcriptomic Data; 3 Results and Discussion; 3.1 Mutational Data Derived from Exome Sequencing; 3.2 Transcriptomic Data; 3.3 Data Integration; 4 Conclusions and Future Work; Acknowledgements; References; Machine Learning Preprocessing Method for Suicide Prediction; Abstract; 1 Introduction; 2 Suicide -- Suicidal Ideation 3 What is Depression?4 Data Collection; 5 Description of Machine Learning Methods; 5.1 Data Pre-processing Methods; 5.1.1 Feature Selection; 5.2 Short Description of Suggested Data Pre-processing Method; 6 Experimental Results; 7 Conclusions; References; Classification -- Pattern Recognition (CLASPR); Using Frequent Fixed or Variable-Length POS Ngrams or Skip-Grams for Blog Authorship Attribution; 1 Introduction; 2 Related Work; 3 The Proposed Approach; 4 Experimental Evaluation; 4.1 Influence of Parameters n, x, k, and maxgap on Overall Results
• Publisher Details: Switzerland : Springer
• Publication Date: 2016
• Extent: 1 online resource (xxv, 711 pages), illustrations
• Subjects: 006.3; Computer science; Artificial intelligence -- Congresses; Artificial intelligence; Computers -- Database Management -- Data Mining; Computers -- Computer Vision & Pattern Recognition; Computers -- Data Processing; Computers -- Programming -- Algorithms; Computers -- Hardware -- Network Hardware; Data mining; Pattern recognition; Information technology: general issues; Algorithms & data structures; Network hardware; Artificial intelligence; Data mining; Optical pattern recognition; Computer software; Computer Communication Networks; Computers -- Intelligence (AI) & Semantics; Artificial intelligence; Electronic books; Conference papers and proceedings
• Languages: English
• ISBNs: 9783319449449; 3319449443
• Related ISBNs: 9783319449432
• Notes: Note: Online resource; title from PDF title page (SpringerLink, viewed September 7, 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.