Advances in Intelligent Data Analysis XVI: 16th International Symposium, IDA 2017, London, UK, October 26-28, 2017, Proceedings

Advances in Intelligent Data Analysis XVI: 16th International Symposium, IDA 2017, London, UK, October 26-28, 2017, Proceedings

Paperback(1st ed. 2017)

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Product Details

ISBN-13: 9783319687643
Publisher: Springer International Publishing
Publication date: 11/08/2017
Series: Lecture Notes in Computer Science , #10584
Edition description: 1st ed. 2017
Pages: 348
Product dimensions: 6.10(w) x 9.25(h) x (d)

Table of 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 Rare.- 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.

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