Support Vector Machine (SVM) Aggregation Modelling
Shahid Ali
Broschiertes Buch

Support Vector Machine (SVM) Aggregation Modelling

Spatio-temporal Air Pollution Analysis

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The study of this book is concerned with computation methods for environmental data analysis in order to enable better and faster decision making when dealing with environmental problems. This book addressed the spatio-temporal problem using decentralized computational technique named Scalable SVM Ensemble Learning Method (SSELM). Evaluation criteria for computational air pollution analysis includes: classification accuracy, prediction, spatio-temporal and decentralized analysis, we assert that these criteria can be improved using the proposed SSELM. Special consideration is given to distribut...