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ORCIDInteractive Knowledge Discovery and Data Mining in Biomedical Informatics 2014
- Andreas Holzinger
, Igor Jurisica:
Interactive Knowledge Discovery and Data Mining in Biomedical Informatics - State-of-the-Art and Future Challenges. Lecture Notes in Computer Science 8401, Springer 2014, ISBN 978-3-662-43967-8 - Andreas Holzinger, Igor Jurisica:
Knowledge Discovery and Data Mining in Biomedical Informatics: The Future Is in Integrative, Interactive Machine Learning Solutions. 1-18 - David Otasek, Chiara Pastrello, Andreas Holzinger, Igor Jurisica:
Visual Data Mining: Effective Exploration of the Biological Universe. 19-33 - Katharina Holzinger, Vasile Palade, Raul Rabadan, Andreas Holzinger:
Darwin or Lamarck? Future Challenges in Evolutionary Algorithms for Knowledge Discovery and Data Mining. 35-56 - Andreas Holzinger, Bernd Malle, Marcus D. Bloice, Marco Wiltgen, Massimo Ferri, Ignazio Stanganelli, Rainer Hofmann-Wellenhof:
On the Generation of Point Cloud Data Sets: Step One in the Knowledge Discovery Process. 57-80 - Gilad Katz, Asaf Shabtai, Lior Rokach:
Adapted Features and Instance Selection for Improving Co-training. 81-100 - Pinar Yildirim, Marcus D. Bloice, Andreas Holzinger:
Knowledge Discovery and Visualization of Clusters for Erythromycin Related Adverse Events in the FDA Drug Adverse Event Reporting System. 101-116 - Cagatay Turkay, Fleur Jeanquartier, Andreas Holzinger, Helwig Hauser:
On Computationally-Enhanced Visual Analysis of Heterogeneous Data and Its Application in Biomedical Informatics. 117-140 - Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica:
A Policy-Based Cleansing and Integration Framework for Labour and Healthcare Data. 141-168 - Matthijs van Leeuwen:
Interactive Data Exploration Using Pattern Mining. 169-182 - Mei Kobayashi:
Resources for Studying Statistical Analysis of Biomedical Data and R. 183-195 - David Windridge, Miroslaw Bober:
A Kernel-Based Framework for Medical Big-Data Analytics. 197-208 - Andreas Holzinger, Matthias Hörtenhuber, Christopher C. Mayer, Martin Bachler, Siegfried Wassertheurer, Armando J. Pinho, David Koslicki:
On Entropy-Based Data Mining. 209-226 - Sangkyun Lee:
Sparse Inverse Covariance Estimation for Graph Representation of Feature Structure. 227-240 - Andreas Holzinger, Bernhard Ofner, Matthias Dehmer:
Multi-touch Graph-Based Interaction for Knowledge Discovery on Mobile Devices: State-of-the-Art and Future Challenges. 241-254 - Hoan Nguyen, Julie Dawn Thompson, Patrick Schutz, Olivier Poch:
Intelligent Integrative Knowledge Bases: Bridging Genomics, Integrative Biology and Translational Medicine. 255-270 - Andreas Holzinger, Johannes Schantl, Miriam Schroettner, Christin Seifert, Karin Verspoor:
Biomedical Text Mining: State-of-the-Art, Open Problems and Future Challenges. 271-300 - Peter Kieseberg, Heidelinde Hobel, Sebastian Schrittwieser, Edgar R. Weippl, Andreas Holzinger:
Protecting Anonymity in Data-Driven Biomedical Science. 301-316 - Berthold Huppertz, Andreas Holzinger:
Biobanks - A Source of Large Biological Data Sets: Open Problems and Future Challenges. 317-330 - Andreas Holzinger:
On Topological Data Mining. 331-356
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