Abstract is missing.
- Knowledge Discovery and Data Mining in Biomedical Informatics: The Future Is in Integrative, Interactive Machine Learning SolutionsAndreas Holzinger, Igor Jurisica. 1-18 [doi]
- Visual Data Mining: Effective Exploration of the Biological UniverseDavid Otasek, Chiara Pastrello, Andreas Holzinger, Igor Jurisica. 19-33 [doi]
- Darwin or Lamarck? Future Challenges in Evolutionary Algorithms for Knowledge Discovery and Data MiningKatharina Holzinger, Vasile Palade, Raul Rabadan, Andreas Holzinger. 35-56 [doi]
- On the Generation of Point Cloud Data Sets: Step One in the Knowledge Discovery ProcessAndreas Holzinger, Bernd Malle, Marcus Bloice, Marco Wiltgen, Massimo Ferri, Ignazio Stanganelli, Rainer Hofmann-Wellenhof. 57-80 [doi]
- Adapted Features and Instance Selection for Improving Co-trainingGilad Katz, Asaf Shabtai, Lior Rokach. 81-100 [doi]
- Knowledge Discovery and Visualization of Clusters for Erythromycin Related Adverse Events in the FDA Drug Adverse Event Reporting SystemPinar Yildirim, Marcus Bloice, Andreas Holzinger. 101-116 [doi]
- On Computationally-Enhanced Visual Analysis of Heterogeneous Data and Its Application in Biomedical InformaticsCagatay Turkay, Fleur Jeanquartier, Andreas Holzinger, Helwig Hauser. 117-140 [doi]
- A Policy-Based Cleansing and Integration Framework for Labour and Healthcare DataRoberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica. 141-168 [doi]
- Interactive Data Exploration Using Pattern MiningMatthijs van Leeuwen. 169-182 [doi]
- Resources for Studying Statistical Analysis of Biomedical Data and RMei Kobayashi. 183-195 [doi]
- A Kernel-Based Framework for Medical Big-Data AnalyticsDavid Windridge, Miroslaw Bober. 197-208 [doi]
- On Entropy-Based Data MiningAndreas Holzinger, Matthias Hörtenhuber, Christopher C. Mayer, Martin Bachler, Siegfried Wassertheurer, Armando J. Pinho, David Koslicki. 209-226 [doi]
- Sparse Inverse Covariance Estimation for Graph Representation of Feature StructureSangkyun Lee. 227-240 [doi]
- Multi-touch Graph-Based Interaction for Knowledge Discovery on Mobile Devices: State-of-the-Art and Future ChallengesAndreas Holzinger, Bernhard Ofner, Matthias Dehmer. 241-254 [doi]
- Intelligent Integrative Knowledge Bases: Bridging Genomics, Integrative Biology and Translational MedicineHoan Nguyen, Julie D. Thompson, Patrick Schutz, Olivier Poch. 255-270 [doi]
- Biomedical Text Mining: State-of-the-Art, Open Problems and Future ChallengesAndreas Holzinger, Johannes Schantl, Miriam Schroettner, Christin Seifert, Karin Verspoor. 271-300 [doi]
- Protecting Anonymity in Data-Driven Biomedical SciencePeter Kieseberg, Heidelinde Hobel, Sebastian Schrittwieser, Edgar Weippl, Andreas Holzinger. 301-316 [doi]
- Biobanks - A Source of Large Biological Data Sets: Open Problems and Future ChallengesBerthold Huppertz, Andreas Holzinger. 317-330 [doi]
- On Topological Data MiningAndreas Holzinger. 331-356 [doi]