Scientific Data Mining and Knowledge Discovery

1. Introduction
Mohamed Medhat Gaber

2. Machine Learning
Achim Hoffmann, Ashesh Mahidadia

3. Statistical Inference
Shahjahan Khan

4. The Philosophy of Science and its relation to Machine Learning
Jon Williamson

5. Concept Formation in Scientific Knowledge Discovery from a Constructivist View
Wei Peng, John S. Gero

6. Knowledge Representation and Ontologies
Stephan Grimm

7. Spatial Techniques
Nafaa Jabeur, Nabil Sahli

8. Computational Chemistry
Hassan Safouhi, Ahmed Bouferguene

9. String Mining in Bioinformatics
Mohamed Abouelhoda, Moustafa Ghanem

10. Knowledge Discovery and Reasoning in Geospatial Applications
Nabil Sahli, Nafaa Jabeur

11. Data Mining and Discovery of Chemical Knowledge
Lu Wencong

12. Data Mining and Discovery of Astronomical Knowledge
Ghazi Al-Naymat

13. On-board Data Mining
Steve Tanner, Cara Stein, Sara J. Graves

14. Data Streams: An Overview and Scientific Applications
Charu C. Aggarwal

Nyckelord: Computer Science, Data Mining and Knowledge Discovery, Computational Science and Engineering, Artificial Intelligence (incl. Robotics), Pattern Recognition, Computer Applications in Chemistry, Computer Applications in Earth Sciences