@article{(Open Science Index):https://publications.waset.org/pdf/10001559, title = {Multi-Channel Information Fusion in C-OTDR Monitoring Systems: Various Approaches to Classify of Targeted Events}, author = {Andrey V. Timofeev}, country = {}, institution = {}, abstract = {The paper presents new results concerning selection of optimal information fusion formula for ensembles of C-OTDR channels. The goal of information fusion is to create an integral classificator designed for effective classification of seismoacoustic target events. The LPBoost (LP-β and LP-B variants), the Multiple Kernel Learning, and Weighing of Inversely as Lipschitz Constants (WILC) approaches were compared. The WILC is a brand new approach to optimal fusion of Lipschitz Classifiers Ensembles. Results of practical usage are presented.}, journal = {International Journal of Mechanical and Mechatronics Engineering}, volume = {9}, number = {5}, year = {2015}, pages = {878 - 883}, ee = {https://publications.waset.org/pdf/10001559}, url = {https://publications.waset.org/vol/101}, bibsource = {https://publications.waset.org/}, issn = {eISSN: 1307-6892}, publisher = {World Academy of Science, Engineering and Technology}, index = {Open Science Index 101, 2015}, }