{"id":827,"date":"2021-01-25T22:24:43","date_gmt":"2021-01-25T18:54:43","guid":{"rendered":"https:\/\/norc.aut.ac.ir\/new\/index.php\/dataset-of-smartphone-sensors-for-congestion-car-type-maneuver-style-and-driving-style-classification-fa\/"},"modified":"2021-01-25T22:24:43","modified_gmt":"2021-01-25T18:54:43","slug":"dataset-of-smartphone-sensors-for-congestion-car-type-maneuver-style-and-driving-style-classification-fa","status":"publish","type":"page","link":"https:\/\/norc.aut.ac.ir\/index.php\/fa\/dataset-of-smartphone-sensors-for-congestion-car-type-maneuver-style-and-driving-style-classification-fa\/","title":{"rendered":"\u0645\u062c\u0645\u0648\u0639\u0647\u200c\u062f\u0627\u062f\u0647\u0654 \u062d\u0633\u06af\u0631\u0647\u0627\u06cc \u062a\u0644\u0641\u0646 \u0647\u0648\u0634\u0645\u0646\u062f \u0628\u0631\u0627\u06cc \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u062a\u0631\u0627\u06a9\u0645 \u062a\u0631\u0627\u0641\u06cc\u06a9\u060c \u0646\u0648\u0639 \u062e\u0648\u062f\u0631\u0648\u060c \u0633\u0628\u06a9 \u0645\u0627\u0646\u0648\u0631 \u0648 \u0633\u0628\u06a9 \u0631\u0627\u0646\u0646\u062f\u06af\u06cc"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><strong>\u0646\u0648\u06cc\u0633\u0646\u062f\u06af\u0627\u0646: <\/strong>Mohammad Mahdi Bejani, Mehdi Ghatee<strong><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0648\u0627\u0628\u0633\u062a\u06af\u06cc\u200c\u0647\u0627\u06cc \u0633\u0627\u0632\u0645\u0627\u0646\u06cc: <\/strong>\u06af\u0631\u0648\u0647 \u0639\u0644\u0648\u0645 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631\u060c \u062f\u0627\u0646\u0634\u06af\u0627\u0647 \u0635\u0646\u0639\u062a\u06cc \u0627\u0645\u06cc\u0631\u06a9\u0628\u06cc\u0631\u060c \u062a\u0647\u0631\u0627\u0646\u060c \u0627\u06cc\u0631\u0627\u0646<strong><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0631\u0627\u06cc\u0627\u0646\u0627\u0645\u0647\u0654 \u062a\u0645\u0627\u0633: <\/strong>ghatee@aut.ac.ir<strong><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0686\u06a9\u06cc\u062f\u0647<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>\u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0627\u0631\u0627\u0626\u0647\u200c\u0634\u062f\u0647 \u062f\u0631 \u0627\u06cc\u0646 \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u062f\u0627\u062f\u0647 \u0628\u0647 \u0645\u0642\u0627\u0644\u0647\u0654 \u067e\u0698\u0648\u0647\u0634\u06cc \u0632\u06cc\u0631 \u0645\u0631\u0628\u0648\u0637\u200c\u0627\u0646\u062f:<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Bejani, M. M., &amp; Ghatee, M. (2018). \u0633\u0627\u0645\u0627\u0646\u0647\u200c\u0627\u06cc \u0622\u06af\u0627\u0647 \u0627\u0632 \u0632\u0645\u06cc\u0646\u0647 \u0628\u0631\u0627\u06cc \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0633\u0628\u06a9 \u0631\u0627\u0646\u0646\u062f\u06af\u06cc \u0628\u0627 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062c\u0645\u0639\u06cc \u0628\u0631 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062d\u0633\u06af\u0631\u0647\u0627\u06cc \u062a\u0644\u0641\u0646 \u0647\u0648\u0634\u0645\u0646\u062f. <em>Transportation Research Part C: Emerging Technologies<\/em>, <em>89<\/em>, 303-320.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>\u0628\u0631\u0627\u06cc \u0647\u0631 \u0628\u0627\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647\u060c \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0627\u0633\u062a\u0646\u0627\u062f \u06a9\u0646\u06cc\u062f.<\/em><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td>\u062d\u0648\u0632\u0647\u0654 \u0645\u0648\u0636\u0648\u0639\u06cc<\/td><td><em>\u0633\u0627\u0645\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u062d\u0645\u0644\u200c\u0648\u0646\u0642\u0644 \u0647\u0648\u0634\u0645\u0646\u062f<\/em><\/td><\/tr><tr><td>\u062d\u0648\u0632\u0647\u0654 \u0645\u0648\u0636\u0648\u0639\u06cc \u062a\u062e\u0635\u0635\u06cc\u200c\u062a\u0631<\/td><td><em>\u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0633\u0628\u06a9 \u0631\u0627\u0646\u0646\u062f\u06af\u06cc<\/em><\/td><\/tr><tr><td>\u0646\u0648\u0639 \u062f\u0627\u062f\u0647<\/td><td><em>\u0633\u0647 \u0646\u0648\u0639 \u0641\u0627\u06cc\u0644 \u0634\u0627\u0645\u0644 \u06a9\u062f\u0647\u0627\u06cc MATLAB \u0648 WEKA \u0648 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc Microsoft EXCEL<\/em><\/td><\/tr><tr><td>\u0634\u06cc\u0648\u0647\u0654 \u06af\u0631\u062f\u0622\u0648\u0631\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627<\/td><td><em>\u062a\u0645\u0627\u0645 \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u062f\u0627\u062f\u0647 \u0628\u0627 \u0628\u0631\u0646\u0627\u0645\u0647\u0654 AndroSensor \u0628\u0631\u0627\u06cc \u062a\u0644\u0641\u0646\u200c\u0647\u0627\u06cc \u0647\u0648\u0634\u0645\u0646\u062f \u062f\u0627\u0631\u0627\u06cc \u0633\u06cc\u0633\u062a\u0645\u200c\u0639\u0627\u0645\u0644 Android \u06af\u0631\u062f\u0622\u0648\u0631\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a<\/em><\/td><\/tr><tr><td>\u0642\u0627\u0644\u0628 \u062f\u0627\u062f\u0647<\/td><td><em>\u062e\u0627\u0645 \u0648 \u062a\u062d\u0644\u06cc\u0644\u200c\u0634\u062f\u0647<\/em><\/td><\/tr><tr><td>\u0639\u0648\u0627\u0645\u0644 \u0622\u0632\u0645\u0627\u06cc\u0634<\/td><td><em>\u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0633\u0631\u0639\u062a \u0628\u0647\u200c\u062f\u0633\u062a\u200c\u0622\u0645\u062f\u0647 \u0627\u0632 GPS \u0628\u0647\u200c\u0646\u062f\u0631\u062a \u0645\u0642\u062f\u0627\u0631 \u062a\u0647\u06cc \u062f\u0627\u0631\u0646\u062f\u061b \u0628\u0631\u0627\u06cc \u0631\u0633\u06cc\u062f\u06af\u06cc \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0648\u0627\u0631\u062f \u0627\u0632 \u0641\u0631\u0645\u0648\u0644 \u0647\u0627\u0648\u0631\u0633\u06cc\u0646 \u0648 \u0645\u06cc\u0627\u0646\u06af\u06cc\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645.<\/em><\/td><\/tr><tr><td>\u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u0622\u0632\u0645\u0627\u06cc\u0634<\/td><td><em>\u0634\u062a\u0627\u0628\u060c \u0645\u06cc\u062f\u0627\u0646 \u0645\u063a\u0646\u0627\u0637\u06cc\u0633\u06cc\u060c \u062c\u0647\u062a\u200c\u06af\u06cc\u0631\u06cc\u060c \u0633\u0637\u062d \u0635\u062f\u0627 \u0648 \u0645\u0648\u0642\u0639\u06cc\u062a \u0645\u06a9\u0627\u0646\u06cc<\/em><\/td><\/tr><tr><td>\u0645\u0648\u0642\u0639\u06cc\u062a \u0645\u06a9\u0627\u0646\u06cc \u0645\u0646\u0628\u0639 \u062f\u0627\u062f\u0647<\/td><td><em>\u062a\u0647\u0631\u0627\u0646\u060c \u0627\u06cc\u0631\u0627\u0646<\/em><\/td><\/tr><tr><td>\u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627<\/td><td><em>\u0627\u06cc\u0646 \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u062f\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u0645\u0642\u0627\u0644\u0647 \u06af\u0631\u062f\u0622\u0648\u0631\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a<\/em><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><em>\u0627\u06cc\u0646 \u0628\u0633\u062a\u0647 \u0634\u0627\u0645\u0644 \u067e\u0646\u062c \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u062f\u0627\u062f\u0647\u0654 \u0645\u062a\u0641\u0627\u0648\u062a \u0627\u0633\u062a \u06a9\u0647 \u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u0622\u0646\u200c\u0647\u0627 \u062f\u0631 Matlab \u0648 Weka \u062f\u0631 \u0627\u062f\u0627\u0645\u0647 \u0622\u0645\u062f\u0647 \u0627\u0633\u062a.<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>&nbsp;\u06a9\u0627\u0644\u06cc\u0628\u0631\u0627\u0633\u06cc\u0648\u0646 \u062a\u0644\u0641\u0646 \u0647\u0648\u0634\u0645\u0646\u062f (Smartphone-Calibration)<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>\u0627\u06cc\u0646 \u067e\u0648\u0634\u0647 \u0634\u0627\u0645\u0644 \u0686\u0647\u0627\u0631 \u0641\u0627\u06cc\u0644 \u06a9\u062f (*.m) \u0648 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u062f\u0627\u062f\u0647 (*.xlsx) \u0627\u0633\u062a. \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u060c \u0641\u0627\u06cc\u0644 main.m \u0631\u0627 \u062f\u0631 Matlab R2016a \u0628\u0627\u0632 \u0648 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f. \u0628\u0631\u0627\u06cc \u0622\u0632\u0645\u0648\u0646 \u062f\u0631 \u0646\u0642\u0637\u0647\u200c\u0627\u06cc \u062c\u062f\u06cc\u062f\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0645\u062a\u063a\u06cc\u0631 Index \u0631\u0627 \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0627\u062f\u061b \u0645\u0642\u062f\u0627\u0631 \u067e\u06cc\u0634\u200c\u0641\u0631\u0636 \u0622\u0646 330 \u0627\u0633\u062a.<\/em>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u062e\u0648\u062f\u0631\u0648 (Car-Classification)<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>\u0627\u06cc\u0646 \u067e\u0648\u0634\u0647 \u0634\u0627\u0645\u0644 \u0647\u0641\u062a \u0641\u0627\u06cc\u0644 \u06a9\u062f (*.m) \u0648 \u062f\u0648 \u0641\u0627\u06cc\u0644 \u062f\u0627\u062f\u0647\u0654 Matlab (*.mat) \u0627\u0633\u062a. \u0647\u0645\u0686\u0646\u06cc\u0646\u060c \u0641\u0627\u06cc\u0644\u200c\u0647\u0627\u06cc \u062f\u0627\u062f\u0647\u0654 \u062e\u0627\u0645 (*.xlsx) \u062f\u0631 \u067e\u0648\u0634\u0647\u0654 raw-data \u0642\u0631\u0627\u0631 \u062f\u0627\u0631\u0646\u062f \u0648 \u0628\u0631\u0627\u06cc \u0641\u0631\u0627\u06cc\u0646\u062f \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f. \u0628\u0631\u0686\u0633\u0628 \u06a9\u0644\u0627\u0633 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0647\u0631 \u0641\u0627\u06cc\u0644 \u062f\u0631 \u0646\u0627\u0645 \u0622\u0646 \u0630\u06a9\u0631 \u0634\u062f\u0647 \u0627\u0633\u062a\u061b \u062f\u0648 \u0628\u0631\u0686\u0633\u0628 \u06a9\u0644\u0627\u0633 \u0639\u0628\u0627\u0631\u062a\u200c\u0627\u0646\u062f \u0627\u0632 soft (LSC) \u0648 hard (HSC). \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u060c \u0641\u0627\u06cc\u0644 main.m \u0631\u0627 \u062f\u0631 Matlab R2016a \u0628\u0627\u0632 \u0648 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f.<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u0627\u0648\u0644\u06cc\u0647\u0654 \u0633\u0628\u06a9 (Initial-Style-Classification)<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>\u0627\u06cc\u0646 \u067e\u0648\u0634\u0647 \u0634\u0627\u0645\u0644 \u0634\u0634 \u0641\u0627\u06cc\u0644 \u06a9\u062f (*.m) \u0648 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u062f\u0627\u062f\u0647 (*.mat) \u0627\u0633\u062a. \u0647\u0645\u0686\u0646\u06cc\u0646\u060c \u0641\u0627\u06cc\u0644\u200c\u0647\u0627\u06cc \u062f\u0627\u062f\u0647\u0654 \u062e\u0627\u0645 (*.xlsx) \u062f\u0631 \u067e\u0648\u0634\u0647\u0654 raw-data \u0642\u0631\u0627\u0631 \u062f\u0627\u0631\u0646\u062f \u0648 \u0628\u0631\u0627\u06cc \u0641\u0631\u0627\u06cc\u0646\u062f \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f. \u06a9\u0644\u0627\u0633 \u0647\u0631 \u0641\u0627\u06cc\u0644 \u062f\u0631 \u0646\u0627\u0645 \u0622\u0646 \u0630\u06a9\u0631 \u0634\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0628\u0631\u0686\u0633\u0628\u200c\u0647\u0627 bad (\u0631\u0627\u0646\u0646\u062f\u06af\u06cc \u062e\u0637\u0631\u0646\u0627\u06a9) \u0648 good (\u0631\u0627\u0646\u0646\u062f\u06af\u06cc \u0639\u0627\u062f\u06cc) \u0647\u0633\u062a\u0646\u062f. \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u060c \u0641\u0627\u06cc\u0644 ensembleLearningCrossValTest.m \u0631\u0627 \u062f\u0631 Matlab R2016a \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f. \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0648\u06cc\u0698\u06af\u06cc \u0627\u0632 \u0641\u0627\u06cc\u0644 \u062e\u0627\u0645\u060c main.m \u0631\u0627 \u062f\u0631 Matlab R2016a \u0628\u0627\u0632 \u06a9\u0646\u06cc\u062f \u0648 \u062e\u0637 4 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0641\u0627\u06cc\u0644 \u0648\u0631\u0648\u062f\u06cc \u0648 \u062e\u0637 42 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0641\u0627\u06cc\u0644 \u062e\u0631\u0648\u062c\u06cc \u0648\u06cc\u0631\u0627\u06cc\u0634 \u06a9\u0646\u06cc\u062f.<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u062a\u0631\u0627\u0641\u06cc\u06a9 (Traffic-Classification)<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>\u0627\u06cc\u0646 \u067e\u0648\u0634\u0647 \u0634\u0627\u0645\u0644 \u0686\u0647\u0627\u0631 \u0641\u0627\u06cc\u0644 \u06a9\u062f (*.m) \u0648 \u067e\u0646\u062c \u0641\u0627\u06cc\u0644 \u062f\u0627\u062f\u0647 (*.mat) \u0627\u0633\u062a. \u0647\u0645\u0686\u0646\u06cc\u0646\u060c \u0641\u0627\u06cc\u0644\u200c\u0647\u0627\u06cc \u062f\u0627\u062f\u0647\u0654 \u062e\u0627\u0645 (*.xlsx) \u062f\u0631 \u067e\u0648\u0634\u0647\u0654 raw-data \u0642\u0631\u0627\u0631 \u062f\u0627\u0631\u0646\u062f \u0648 \u0628\u0631\u0627\u06cc \u0641\u0631\u0627\u06cc\u0646\u062f \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f. \u0628\u0631\u0686\u0633\u0628 \u06a9\u0644\u0627\u0633 \u0647\u0631 \u0641\u0627\u06cc\u0644 \u062f\u0631 \u0646\u0627\u0645 \u0622\u0646 \u0630\u06a9\u0631 \u0634\u062f\u0647 \u0648 \u0634\u0627\u0645\u0644 idle (\u0648\u0636\u0639\u06cc\u062a \u0639\u0627\u062f\u06cc \u062a\u0631\u0627\u0641\u06cc\u06a9) \u0648 traffic (\u0648\u0636\u0639\u06cc\u062a \u067e\u0631\u062a\u0631\u0627\u06a9\u0645 \u062a\u0631\u0627\u0641\u06cc\u06a9) \u0627\u0633\u062a. \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u060c \u0641\u0627\u06cc\u0644 crossValTest.m \u0631\u0627 \u062f\u0631 Matlab R2016a \u0628\u0627\u0632 \u0648 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f. \u0628\u0631\u0627\u06cc \u062a\u063a\u06cc\u06cc\u0631 \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u062f\u0627\u062f\u0647\u060c \u062e\u0637 3 \u0631\u0627 \u0648\u06cc\u0631\u0627\u06cc\u0634 \u06a9\u0646\u06cc\u062f\u061b \u0646\u0627\u0645 \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u062f\u0627\u062f\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f data-5.mat\u060c data-10.mat\u060c data-15.mat\u060c data-20.mat\u060c data-25.mat\u060c data-30.mat \u06cc\u0627 data-40.mat \u0628\u0627\u0634\u062f. \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0648\u06cc\u0698\u06af\u06cc \u0627\u0632 \u0641\u0627\u06cc\u0644 \u062e\u0627\u0645\u060c main.m \u0631\u0627 \u062f\u0631 Matlab R2016a \u0628\u0627\u0632 \u06a9\u0646\u06cc\u062f \u0648 \u062e\u0637 3 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0641\u0627\u06cc\u0644 \u0648\u0631\u0648\u062f\u06cc \u0648 \u062e\u0637 26 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0641\u0627\u06cc\u0644 \u062e\u0631\u0648\u062c\u06cc \u0648\u06cc\u0631\u0627\u06cc\u0634 \u06a9\u0646\u06cc\u062f. \u0628\u0631\u0627\u06cc \u062a\u063a\u06cc\u06cc\u0631 \u0637\u0648\u0644 \u067e\u0646\u062c\u0631\u0647\u060c \u0645\u0642\u062f\u0627\u0631 \u0645\u062a\u063a\u06cc\u0631 windowLen \u0631\u0627 \u0648\u06cc\u0631\u0627\u06cc\u0634 \u06a9\u0646\u06cc\u062f\u061b \u0645\u0642\u062f\u0627\u0631 \u067e\u06cc\u0634\u200c\u0641\u0631\u0636 \u0622\u0646 50 \u0627\u0633\u062a.<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u0645\u0627\u0646\u0648\u0631 (Maneuver-Classification)<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>\u0627\u06cc\u0646 \u067e\u0648\u0634\u0647 \u0634\u0627\u0645\u0644 \u0633\u0647 \u0641\u0627\u06cc\u0644 \u06a9\u062f (*.m) \u0648 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u062f\u0627\u062f\u0647 (*.arff) \u0627\u0633\u062a. \u0647\u0645\u0686\u0646\u06cc\u0646\u060c \u0641\u0627\u06cc\u0644\u200c\u0647\u0627\u06cc \u062f\u0627\u062f\u0647\u0654 \u062e\u0627\u0645 (*.xlsx) \u062f\u0631 \u067e\u0648\u0634\u0647\u0654 raw-data \u0642\u0631\u0627\u0631 \u062f\u0627\u0631\u0646\u062f \u0648 \u0628\u0631\u0627\u06cc \u0641\u0631\u0627\u06cc\u0646\u062f \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f. \u0641\u0631\u0627\u06cc\u0646\u062f \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u0627 Weka \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0637\u0631\u0627\u062d\u06cc \u0622\u0632\u0645\u0627\u06cc\u0634\u060c \u0645\u0648\u0627\u062f \u0648 \u0631\u0648\u0634\u200c\u0647\u0627<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>\u0645\u062c\u0645\u0648\u0639\u0647\u200c\u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0628\u0627 \u06cc\u06a9 \u062a\u0644\u0641\u0646 \u0647\u0648\u0634\u0645\u0646\u062f \u06af\u0631\u062f\u0622\u0648\u0631\u06cc \u0634\u062f\u0646\u062f. \u062f\u0648 \u0645\u062a\u062e\u0635\u0635 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062b\u0628\u062a\u200c\u0634\u062f\u0647 \u0631\u0627 \u0628\u0631\u0686\u0633\u0628\u200c\u06af\u0630\u0627\u0631\u06cc \u06a9\u0631\u062f\u0646\u062f. \u0628\u0631\u0627\u06cc \u06af\u0631\u062f\u0622\u0648\u0631\u06cc \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0627\u0632 \u0628\u0631\u0646\u0627\u0645\u0647\u0654 AndroSensor \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u062f.<\/em> \u0628\u0631\u0627\u06cc \u062f\u0631\u06cc\u0627\u0641\u062a \u0627\u06cc\u0646 \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u062f\u0627\u062f\u0647\u060c \u0627\u0632 \u0627\u06cc\u0646 \u067e\u06cc\u0648\u0646\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f: <a rel=\"noreferrer noopener\" href=\"https:\/\/norc.aut.ac.ir\/DataSets\/SimulationCodeandData.rar\" target=\"_blank\">\u0627\u06cc\u0646\u062c\u0627<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u06cc\u0646 \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u062f\u0627\u062f\u0647 \u062f\u0631 \u0645\u0646\u0627\u0628\u0639 \u0632\u06cc\u0631 \u0628\u0631\u0627\u06cc \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0631\u0627\u0646\u0646\u062f\u06af\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">M.M. Bejani\u060c M. Ghatee\u060c \u00ab\u0633\u0627\u0645\u0627\u0646\u0647\u200c\u0627\u06cc \u0622\u06af\u0627\u0647 \u0627\u0632 \u0632\u0645\u06cc\u0646\u0647 \u0628\u0631\u0627\u06cc \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0633\u0628\u06a9 \u0631\u0627\u0646\u0646\u062f\u06af\u06cc \u0628\u0627 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062c\u0645\u0639\u06cc \u0628\u0631 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062d\u0633\u06af\u0631\u0647\u0627\u06cc \u062a\u0644\u0641\u0646 \u0647\u0648\u0634\u0645\u0646\u062f\u00bb\u060c Transportation Research Part C: Emerging Technologies\u060c 89\u060c (2018)\u060c 303\u2013320.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">M.M. Bejani\u060c M. Ghatee\u060c \u00ab\u0634\u0628\u06a9\u0647\u0654 \u0639\u0635\u0628\u06cc \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc \u0628\u0627 \u0645\u0646\u0638\u0645\u200c\u0633\u0627\u0632\u06cc \u062a\u0637\u0628\u06cc\u0642\u06cc \u0628\u0631\u0627\u06cc \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u0633\u0628\u06a9\u200c\u0647\u0627\u06cc \u0631\u0627\u0646\u0646\u062f\u06af\u06cc \u0628\u0627 \u062a\u0644\u0641\u0646\u200c\u0647\u0627\u06cc \u0647\u0648\u0634\u0645\u0646\u062f\u00bb\u060c IEEE Transactions on Intelligent Transportation Systems\u060c 21 (2)\u060c (2019)\u060c 543\u2013552.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">M.M. Bejani\u060c M. Ghatee\u060c \u00ab\u0646\u0638\u0631\u06cc\u0647\u0654 \u0645\u0646\u0638\u0645\u200c\u0633\u0627\u0632\u06cc \u062a\u0637\u0628\u06cc\u0642\u06cc SVD \u0628\u0631\u0627\u06cc \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0639\u0645\u06cc\u0642\u00bb\u060c Neural Networks\u060c 128\u060c (2020)\u060c 33\u201346.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0646\u0648\u06cc\u0633\u0646\u062f\u06af\u0627\u0646: Mohammad Mahdi Bejani, Mehdi Ghatee \u0648\u0627\u0628\u0633\u062a\u06af\u06cc\u200c\u0647\u0627\u06cc \u0633\u0627\u0632\u0645\u0627\u0646\u06cc: \u06af\u0631\u0648\u0647 \u0639\u0644\u0648\u0645 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631\u060c \u062f\u0627\u0646\u0634\u06af\u0627\u0647 \u0635\u0646\u0639\u062a\u06cc \u0627\u0645\u06cc\u0631\u06a9\u0628\u06cc\u0631\u060c \u062a\u0647\u0631\u0627\u0646\u060c \u0627\u06cc\u0631\u0627\u0646 \u0631\u0627\u06cc\u0627\u0646\u0627\u0645\u0647\u0654 \u062a\u0645\u0627\u0633: ghatee@aut.ac.ir \u0686\u06a9\u06cc\u062f\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0627\u0631\u0627\u0626\u0647\u200c\u0634\u062f\u0647 \u062f\u0631 \u0627\u06cc\u0646 \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u062f\u0627\u062f\u0647 \u0628\u0647 \u0645\u0642\u0627\u0644\u0647\u0654 \u067e\u0698\u0648\u0647\u0634\u06cc \u0632\u06cc\u0631 \u0645\u0631\u0628\u0648\u0637\u200c\u0627\u0646\u062f: Bejani, M. M., &amp; Ghatee, M. (2018). \u0633\u0627\u0645\u0627\u0646\u0647\u200c\u0627\u06cc \u0622\u06af\u0627\u0647 \u0627\u0632 \u0632\u0645\u06cc\u0646\u0647 \u0628\u0631\u0627\u06cc \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0633\u0628\u06a9 \u0631\u0627\u0646\u0646\u062f\u06af\u06cc \u0628\u0627 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062c\u0645\u0639\u06cc \u0628\u0631 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062d\u0633\u06af\u0631\u0647\u0627\u06cc \u062a\u0644\u0641\u0646 \u0647\u0648\u0634\u0645\u0646\u062f. Transportation Research&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"_kad_post_classname":"","footnotes":""},"class_list":["post-827","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/norc.aut.ac.ir\/index.php\/wp-json\/wp\/v2\/pages\/827","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/norc.aut.ac.ir\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/norc.aut.ac.ir\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/norc.aut.ac.ir\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/norc.aut.ac.ir\/index.php\/wp-json\/wp\/v2\/comments?post=827"}],"version-history":[{"count":0,"href":"https:\/\/norc.aut.ac.ir\/index.php\/wp-json\/wp\/v2\/pages\/827\/revisions"}],"wp:attachment":[{"href":"https:\/\/norc.aut.ac.ir\/index.php\/wp-json\/wp\/v2\/media?parent=827"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}