Advances in intelligent data analysis XVI : 16th International Symposium, IDA 2017, London, UK, October 26-28, 2017, Proceedings /: 16th International Symposium, IDA 2017, London, UK, October 26-28, 2017, Proceedings. (2017)

• Record Type: Book
• Other Titles: IDA 2017; Advances in intelligent data analysis 16
• Further Information: Note: Niall Adams, Allan Tucker, David Weston (eds.).
• Editors: Adams, Niall M, 1968-; Tucker, Allan; (University lecturer), Weston, David (David J.)
• Other Names: International Symposium on Intelligent Data Analysis, 16th
• Contents: Improving chairlift security with deep learning -- Discovering motifs with variants in music databases -- Biclustering multivariate time series -- Visualization of topic-sentiment dynamics in crowdfunding projects -- Regression tree for bandits models in A/B testing -- Seasonal variation in collective mood via Twitter content and medical purchases -- Skin cancer detection in dermoscopy images using sub-region features -- Bucket selection : a model-independent diverse selection strategy for widening -- Interactive pattern sampling for characterizing unlabeled data -- Searching for spatio-temporal-keyword patterns in semantic trajectories -- Natural language analysis of online health forums -- Freudian slips : analysing the internal representations of a neural network from its mistakes -- KAPMiner : mining ordered association rules with constraints -- A dynamic adaptive questionnaire for improved disease diagnostics -- ABIDE : querying time-evolving sequences of temporal intervals -- The actors of history : narrative network analysis reveals the institutions of power in British society between 1800-1950 -- Learning DTW-preserving shapelets -- Droplet ensemble learning on drifting data streams -- Predictive clustering trees for hierarchical multi-target regression -- Identifying novel features from specimen data for the prediction of valuable field trips -- Adapting supervised classifiation algorithms to arbitrary weak label scenarios -- The combination of decision in crowds when the number of reliable Annotator is scarce -- Estimating sequence similarity from contig sets -- Computational topology techniques for characterizing time-series data -- Improving cold-start recommendations with social-media trends and reputations -- Hierarchical novelty detection -- Towards automatic evaluation of asphalt irregularity using smartphone's sensors -- A structural benchmark for logical argumentation frameworks.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2017
• Extent: 1 online resource (xiii, 348 pages), illustrations
• Subjects: 006.4; Computer science; Pattern recognition systems -- Congresses; Mathematical statistics -- Congresses; Mathematical statistics -- Data processing -- Congresses; Mathematical statistics; Mathematical statistics -- Data processing; Pattern recognition systems; Computers -- Database Management -- Data Mining; Computers -- System Administration -- Storage & Retrieval; Computers -- Information Technology; Computers -- Intelligence (AI) & Semantics; Data mining; Information retrieval; Artificial intelligence; Database management; Data mining; Information storage and retrieva; Artificial intelligence; Computers -- Database Management -- General; Databases; Electronic books; Conference papers and proceedings
• Languages: English
• ISBNs: 9783319687650; 3319687654
• Related ISBNs: 9783319687643; 3319687646
• Notes: Note: Online resource; title from PDF title page (SpringerLink, viewed October 30, 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.