TY - JOUR AU - Романюк, В.В. PY - 2016/02/12 Y2 - 2024/03/29 TI - A method of resume-training of discontinuous wear state trackers for composing boosting high-accurate ensembles needed to regard statistical data inaccuracies and shifts JF - Problems of Tribology JA - PT VL - 77 IS - 3 SE - Articles DO - UR - https://tribology.khnu.km.ua/index.php/ProbTrib/article/view/458 SP - 19-22 AB - For tracking metal wear states at bad statistical data inaccuracies and shifts, there is a method of resume-training of discontinuous wear state trackers for boosting them within high-accurate ensembles. These trackers are Gaussian-noised-data-trained two-layer perceptrons. An ordinary tracker is selected and, if its performance is satisfactory, it is resumed-trained cyclically. Number of additional passes of training sets is limited. The resume-training procedure wholly can be cycled. ER -