TY - BOOK AU - Bhattacharya,Bisvabandhu TI - Learning from data for aquatic and geotechnical environments: dissertaion submitted in fulfilment of the requirements of the Board for the Doctorate of Delft University of Technology and the Academic Board of the UNESCO-IHE Institute for Water Education for the degree of doctor : to be defended in public on Friday, 9 September 2005 at 10:30 hours : in Delft, The Netherlands SN - 9780415391702 AV - TA145 .B43 2005 PY - 2005/// CY - [London PB - Taylor & Francis] KW - Civil engineering N1 - Thesis (doctoral)--Delft University, 2005; Includes bibliographical references (pages [241]-251); -- 1. Introduction; -- 2. Learning tasks and methods; -- 3. Unsupervised learning in segmentation problems; -- 4. Learning classification in geotechnical problems; -- 5. Learning regression in sedimentation problems; -- 6. Learning to control water systems; -- 7. Conclusions and recommendations ER -