Discovery Science 2015 Detailed Program (PDF)

List of accepted papers

 

Long papers

• Georg Krempl, Tuan Ha and Myra Spiliopoulou. Clustering-Based Optimised Probabilistic Active Learning (COPAL)
• Keisuke Otaki and Akihiro Yamamoto. Periodical Skeletonization for Partially Periodic Pattern Mining
• Benedikt Budig and Thomas C. Van Dijk. Active Learning for Classifying Template Matches in Historical Maps
• Credell Simeon and Robert Hilderman. Evaluating the Effectiveness of Hashtags as Predictors of the Sentiment of Tweets
• Mohammad Hossein Nikravan, Ashwani Kumar and Sandra Zilles. Detecting Transmembrane Proteins Using Decision Trees
• Serdar Baran Tatar, Andrew McIntyre, Nur Zincir-Heywood and Malcolm Heywood. Benchmarking Stream Clustering for Churn Detection in Dynamic Networks
• Pawel Matuszyk and Myra Spiliopoulou. Semi-supervised Learning for Stream Recommender Systems
• Maha El Meseery and Orland Hoeber. Geo-Coordinated Parallel Coordinates (GCPC): A Case Study of Environmental Data Analysis
• Xiao Luo, Revanth Nadanasabapathy, Nur Zincir-Heywood, Keith Gallant and Janith Peduruge. Predictive Analysis on Tracking Emails for Targeted Marketing
• Aljaž Osojnik, Panče Panov and Sašo Džeroski. Multi-label Classification via Multi-target Regression on Data Streams
• Leander Schietgat, Thomas Fannes and Jan Ramon. Predicting Protein Function and Protein-Ligand Interaction with the 3D Neighborhood Kernel
• Francesco Serafino, Gianvito Pio, Michelangelo Ceci and Donato Malerba. Hierarchical Multidimensional Classication of web documents with MultiWebClass
• Hongjie Zhai, Makoto Haraguchi and Yoshiaki Okubo. Enumerating Maximal Clique Sets with Pseudo-Clique Constraint
• Francesco Ronzano and Horacio Saggion. Dr. Inventor Framework: extracting structured information form scientic publications
• Carlos Eduardo Cancino Chacon and Maarten Grachten. An evaluation of score descriptors combined with non-linear models of expressive dynamics in music
• Dragi Kocev and Michelangelo Ceci. Ensembles of extremely randomized trees for multi-target regression

Short papers

• Diogo Pinto, Pedro Costa, Rui Camacho and Vítor Costa. Predicting Drugs Adverse Side-Effects using a recommender-system
• Annalisa Appice, Sonja Pravilovic, Antonietta Lanza and Donato Malerba. Very Short-Term Wind Speed Forecasting using Spatio-Temporal k-Nearest Neighbors
• Koji Tabata, Atsuyoshi Nakamura and Mineichi Kudo. An Algorithm for Influence Maximization in a Two-Terminal Series Parallel Graph and Its Application to a Real Network
• Viivi Uurtio, Malin Bomberg, Merja Itävaara and Juho Rousu. Canonical Correlation Methods for Exploring Microbe-Environment Interactions in Deep Subsurface
• Tomoya Yamazaki, Akihiro Yamamoto and Tetsuji Kuboyama. Tree PCA for Extracting Dominant Substructures from Labeled Rooted Trees
• Linus Hermansson, Fredrik D. Johansson and Osamu Watanabe. Generalized Shortest Path Kernel on Graphs
• Prem Raj Adhikari and Jaakko Hollmén. Resolution transfer in cancer classification based on amplification patterns
• Einoshin Suzuki. On the Feasibility of Discovering Meta-Patterns from a Data Ensemble
• Kouzou Ohara, Kazumi Saito, Masahiro Kimura and Hiroshi Motoda. Change point detection for information diffusion tree
• Laurens J.M. Van De Wiel, Evgeni Levin and Tom Heskes. KeCo: Kernel-based Online Co-agreement Algorithm
• Munira Al-Ageili and Malek Mouhoub. Integrating Ontology-Based Information Extraction Systems and Multi-Criteria Decision Making for Land Use Suitability Analysis: Case Study for the City of Regina, Saskatchewan
• Victoria Bobicev and Marina Sokolova. No Sentiment is an Island: Author’s activity and sentiments transactions in sentiment classification
• Judith Bjorndahl, Ashley Herman, Richard Hamilton and Howard Hamilton. Discovery of Parameters for Animation of Midge Swarms