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 SchietgatThomas Fannes and Jan Ramon. Predicting Protein Function and Protein-Ligand Interaction with the 3D Neighborhood Kernel
  • Francesco SerafinoGianvito PioMichelangelo 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 AppiceSonja PravilovicAntonietta 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