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Data Mining and Geo-Engineering
2nd International Conference on Big Data Analysis and Data Mining
November 30-December 01, 2015 San Antonio, USA
Luis Sousa
China University of Mining and Technology, China
Keynote: J Data Mining In Genomics & Proteomics
Abstract:
Geo-Engineering has observed many advances in different and important fields. However, these advances were not observed in such extent regarding the tools and techniques used to analyze geo-engineering data. To provide a most comprehensive and up-to-date information, we offer in the Workshop the possibility to discuss recent developments on the application of Data Mining techniques in Geo-Engineering. Among others, the following topics could be analyzed during this event: ΓΆΒ?ΒΆ Standard Organization and Representation Methods of Geotechnical Data ΓΆΒ?ΒΆ Multiple Model System Identification ΓΆΒ?ΒΆ Clustering Multiple Models ΓΆΒ?ΒΆ DM Algorithms on Geological and Seismic Data ΓΆΒ?ΒΆ Soil Compaction ΓΆΒ?ΒΆ Assessment of Liquefaction Potential ΓΆΒ?ΒΆ Behavior of Granular Materials Based on Triaxial Tests ΓΆΒ?ΒΆ Cone Penetration Tests ΓΆΒ?ΒΆ Identification of Cause-effect Relationship between Drilling and Construction ΓΆΒ?ΒΆ Estimation of Drilling Parameters ΓΆΒ?ΒΆ Predicting Landslides Induced by Rainfall ΓΆΒ?ΒΆ Slope Stability Evaluation ΓΆΒ?ΒΆ Empirical Relations for Debris Flows ΓΆΒ?ΒΆ Predicting Rockburst Based on In-situ Database ΓΆΒ?ΒΆ Models for Prediction of Rockburst Indexes ΓΆΒ?ΒΆ Petroleum Engineering Issues ΓΆΒ?ΒΆ Prediction of Surface Settlements Due to Tunneling
Biography :
Luís Sousa has more than 40 years of engineering experience. He has an extensive international experience on a large range of projects. He is Full Professor at the University of Porto in Portugal and is multilingual. He has authored or co-authored over 20 books and hundreds of journal articles, presentations and reports. He was President of SKEC Engineering Consulting and is a Consultant for Laboratory of Deep Underground Engineering, Beijing and Consulting Engineer in Switzerland, China, Oman, and Portugal. He is now Professor at China University of Mining and Technology, Beijing, and Sichuan University, Chengdu, China.
Email: sousa-scu@hotmail.com