المؤلفون: Yifan Feng (132121), Weihong Cai (6866267), Haoyu Yue (12024480), Jianlong Xu (841260), Yan Lin (285018), Jiaxin Chen (1761877), Zijun Hu (11528908)

مصطلحات موضوعية: Biotechnology, Developmental Biology, Space Science, Biological Sciences not elsewhere classified, Mathematical Sciences not elsewhere classified, Information Systems not elsewhere classified, standard euclidean distance, normal cluster centre, challenging task due, actual industrial environment, achieve secondary filtering, anomaly detection rates, anomaly detection, well applied, training set, scale networks, prior knowledge, notable advantages, network traffic, great influence, experiments showed, abnormal ratio, abnormal points

Relation: https://figshare.com/articles/figure/The_result_of_X-means_clustering_on_standard_Euclidean_distance_from_the_abnormal_cluster_centers_to_the_normal_cluster_center_/19097844

الاتاحة: https://doi.org/10.1371/journal.pone.0263423.g001

المؤلفون: Yifan Feng (132121), Weihong Cai (6866267), Haoyu Yue (12024480), Jianlong Xu (841260), Yan Lin (285018), Jiaxin Chen (1761877), Zijun Hu (11528908)

مصطلحات موضوعية: Biotechnology, Developmental Biology, Space Science, Biological Sciences not elsewhere classified, Mathematical Sciences not elsewhere classified, Information Systems not elsewhere classified, standard euclidean distance, normal cluster centre, challenging task due, actual industrial environment, achieve secondary filtering, anomaly detection rates, anomaly detection, well applied, training set, scale networks, prior knowledge, notable advantages, network traffic, great influence, experiments showed, abnormal ratio, abnormal points

Relation: https://figshare.com/articles/dataset/ADR_of_X-iForest_and_other_algorithms_/19097862

الاتاحة: https://doi.org/10.1371/journal.pone.0263423.t003

المؤلفون: Yifan Feng (132121), Weihong Cai (6866267), Haoyu Yue (12024480), Jianlong Xu (841260), Yan Lin (285018), Jiaxin Chen (1761877), Zijun Hu (11528908)

مصطلحات موضوعية: Biotechnology, Developmental Biology, Space Science, Biological Sciences not elsewhere classified, Mathematical Sciences not elsewhere classified, Information Systems not elsewhere classified, standard euclidean distance, normal cluster centre, challenging task due, actual industrial environment, achieve secondary filtering, anomaly detection rates, anomaly detection, well applied, training set, scale networks, prior knowledge, notable advantages, network traffic, great influence, experiments showed, abnormal ratio, abnormal points

Relation: https://figshare.com/articles/figure/The_performance_of_iForest_under_different_contamination_parameters_in_the_dataset_with_a_abnormal_ratio_of_0_32_c_represents_the_contamination_parameter_/19097847

الاتاحة: https://doi.org/10.1371/journal.pone.0263423.g002

المؤلفون: Yifan Feng (132121), Weihong Cai (6866267), Haoyu Yue (12024480), Jianlong Xu (841260), Yan Lin (285018), Jiaxin Chen (1761877), Zijun Hu (11528908)

مصطلحات موضوعية: Biotechnology, Developmental Biology, Space Science, Biological Sciences not elsewhere classified, Mathematical Sciences not elsewhere classified, Information Systems not elsewhere classified, standard euclidean distance, normal cluster centre, challenging task due, actual industrial environment, achieve secondary filtering, anomaly detection rates, anomaly detection, well applied, training set, scale networks, prior knowledge, notable advantages, network traffic, great influence, experiments showed, abnormal ratio, abnormal points

Relation: https://figshare.com/articles/dataset/Statistical_characteristics_of_the_other_experimental_dateset_/19097856

الاتاحة: https://doi.org/10.1371/journal.pone.0263423.t001

المؤلفون: Yifan Feng (132121), Weihong Cai (6866267), Haoyu Yue (12024480), Jianlong Xu (841260), Yan Lin (285018), Jiaxin Chen (1761877), Zijun Hu (11528908)

مصطلحات موضوعية: Biotechnology, Developmental Biology, Space Science, Biological Sciences not elsewhere classified, Mathematical Sciences not elsewhere classified, Information Systems not elsewhere classified, standard euclidean distance, normal cluster centre, challenging task due, actual industrial environment, achieve secondary filtering, anomaly detection rates, anomaly detection, well applied, training set, scale networks, prior knowledge, notable advantages, network traffic, great influence, experiments showed, abnormal ratio, abnormal points

Relation: https://figshare.com/articles/dataset/AUC_of_X-iForest_and_other_algorithms_/19097859

الاتاحة: https://doi.org/10.1371/journal.pone.0263423.t002