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· 제목 : Machine Learning for Natural Hazards (Hardcover, 1)
· 분류 : 외국도서 > 기술공학 > 기술공학 > 공학일반
· ISBN : 9781138369269
· 쪽수 : 250쪽
· 출판일 : 2019-10-22
· 분류 : 외국도서 > 기술공학 > 기술공학 > 공학일반
· ISBN : 9781138369269
· 쪽수 : 250쪽
· 출판일 : 2019-10-22
목차
Advanced machine learning techniques for natural hazards. Support Vector Machines. Least Squared Support Vector Machines. Relevant vector machines. Extreme Learning Machine. Minimax Probability Machine. Advanced Neural networks. Logistic Regression. Genetic programming. Random Forests. Advanced Decision trees. Fuzzy. Meta-Heuristic Optimization. Deep learning. Big data.
