Scientific Data Mining and Knowledge Discovery - Principles and Foundations - researchr publication

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Mohamed Medhat Gaber, editor, Scientific Data Mining and Knowledge Discovery - Principles and Foundations. Springer, 2010. [doi]

Abstract is missing.

IntroductionMohamed Medhat Gaber. 1-4 [doi]

Machine LearningAchim G. Hoffmann, Ashesh Mahidadia. 7-52 [doi]

Statistical InferenceShahjahan Khan. 53-76 [doi]

The Philosophy of Science and its relation to Machine LearningJon Williamson. 77-89 [doi]

Concept Formation in Scientific Knowledge Discovery from a Constructivist ViewWei Peng, John S. Gero. 91-109 [doi]

Knowledge Representation and OntologiesStephan Grimm. 111-137 [doi]

Spatial TechniquesNafaâ Jabeur, Nabil Sahli. 141-172 [doi]

Computational ChemistryHassan Safouhi, Ahmed Bouferguene. 173-206 [doi]

String Mining in BioinformaticsMohamed Abouelhoda, Moustafa Ghanem. 207-247 [doi]

Knowledge Discovery and Reasoning in Geospatial ApplicationsNabil Sahli, Nafaâ Jabeur. 251-268 [doi]

Data Mining and Discovery of Chemical KnowledgeWencong Lu. 269-317 [doi]

Data Mining and Discovery of Astronomical KnowledgeGhazi Al-Naymat. 319-341 [doi]

On-board Data MiningSteve Tanner, Cara Stein, Sara J. Graves. 345-376 [doi]

Data Streams: An Overview and Scientific ApplicationsCharu C. Aggarwal. 377-397 [doi]

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