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

Front Matter ....Pages I-XIII
 Improving Chairlift Security with Deep Learning  (Kevin Bascol, Rémi Emonet, Elisa Fromont, Raluca Debusschere)....Pages 1-13
 Discovering Motifs with Variants in Music Databases  (Riyadh Benammar, Christine Largeron, Véronique Eglin, Myléne Pardoen)....Pages 14-26
 Biclustering Multivariate Time Series  (Ricardo Cachucho, Siegfried Nijssen, Arno Knobbe)....Pages 27-39
 Visualization of Topic-Sentiment Dynamics in Crowdfunding Projects  (Rafael A. F. do Carmo, Soong Moon Kang, Ricardo Silva)....Pages 40-51
 Regression Tree for Bandits Models in A/B Testing  (Emmanuelle Claeys, Pierre Gançarski, Myriam Maumy-Bertrand, Hubert Wassner)....Pages 52-62
 Seasonal Variation in Collective Mood via Twitter Content and Medical Purchases  (Fabon Dzogang, James Goulding, Stafford Lightman, Nello Cristianini)....Pages 63-74
 Skin Cancer Detection in Dermoscopy Images Using Sub-Region Features  (Khalid Eltayef, Yongmin Li, Bashir I. Dodo, Xiaohui Liu)....Pages 75-86
 Bucket Selection: A Model-Independent Diverse Selection Strategy for Widening  (Alexander Fillbrunn, Leonard Wörteler, Michael Grossniklaus, Michael R. Berthold)....Pages 87-98
 Interactive Pattern Sampling for Characterizing Unlabeled Data  (Arnaud Giacometti, Arnaud Soulet)....Pages 99-111
 Searching for Spatio-Temporal-Keyword Patterns in Semantic Trajectories  (Fragkiskos Gryllakis, Nikos Pelekis, Christos Doulkeridis, Stylianos Sideridis, Yannis Theodoridis)....Pages 112-124
 Natural Language Analysis of Online Health Forums  (Abul Hasan, Mark Levene, David J. Weston)....Pages 125-137
 Freudian Slips: Analysing the Internal Representations of a Neural Network from Its Mistakes  (Sen Jia, Thomas Lansdall-Welfare, Nello Cristianini)....Pages 138-148
 KAPMiner: Mining Ordered Association Rules with Constraints  (Isak Karlsson, Panagiotis Papapetrou, Lars Asker)....Pages 149-161
 A Dynamic Adaptive Questionnaire for Improved Disease Diagnostics  (Xiaowei Kortum, Lorenz Grigull, Werner Lechner, Frank Klawonn)....Pages 162-172
 ABIDE: Querying Time-Evolving Sequences of Temporal Intervals  (Orestis Kostakis, Panagiotis Papapetrou)....Pages 173-185
 The Actors of History: Narrative Network Analysis Reveals the Institutions of Power in British Society Between 1800-1950  (Thomas Lansdall-Welfare, Saatviga Sudhahar, James Thompson, Nello Cristianini)....Pages 186-197
 Learning DTW-Preserving Shapelets  (Arnaud Lods, Simon Malinowski, Romain Tavenard, Laurent Amsaleg)....Pages 198-209
 Droplet Ensemble Learning on Drifting Data Streams  (Pierre-Xavier Loeffel, Albert Bifet, Christophe Marsala, Marcin Detyniecki)....Pages 210-222
 Predictive Clustering Trees for Hierarchical Multi-Target Regression  (Vanja Mileski, Sašo Džeroski, Dragi Kocev)....Pages 223-234
 Identifying Novel Features from Specimen Data for the Prediction of Valuable Collection Trips  (Nicky Nicolson, Allan Tucker)....Pages 235-246
 Adapting Supervised Classification Algorithms to Arbitrary Weak Label Scenarios  (Miquel Perelló-Nieto, Raúl Santos-Rodríguez, Jesús Cid-Sueiro)....Pages 247-259
 The Combination of Decision in Crowds When the Number of Reliable Annotator Is Scarce  (Agus Budi Raharjo, Mohamed Quafafou)....Pages 260-271
 Estimating Sequence Similarity from Contig Sets  (Petr Ryšavý, Filip Železný)....Pages 272-283
 Computational Topology Techniques for Characterizing Time-Series Data  (Nicole Sanderson, Elliott Shugerman, Samantha Molnar, James D. Meiss, Elizabeth Bradley)....Pages 284-296
 Improving Cold-Start Recommendations with Social-Media Trends and Reputations  (João Santos, Filipa Peleja, Flávio Martins, João Magalhães)....Pages 297-309
 Hierarchical Novelty Detection  (Paolo Simeone, Raúl Santos-Rodríguez, Matt McVicar, Jefrey Lijffijt, Tijl De Bie)....Pages 310-321
 Towards Automatic Evaluation of Asphalt Irregularity Using Smartphone’s Sensors  (Vinicius M. A. Souza, Everton A. Cherman, Rafael G. Rossi, Rafael A. Souza)....Pages 322-333
 A Structural Benchmark for Logical Argumentation Frameworks  (Bruno Yun, Srdjan Vesic, Madalina Croitoru, Pierre Bisquert, Rallou Thomopoulos)....Pages 334-346
Back Matter ....Pages 347-348