OUTLIER DETECTION AND TIME-SERIES MODELING

被引：74
|
作者：
ABRAHAM, B [1 ]
CHUANG, A [1 ]
机构：
[1] BOWLING GREEN STATE UNIV,DEPT APPL STAT & OPERAT RES,BOWLING GREEN,OH 43403
来源：
TECHNOMETRICS | 1989年 / 31卷 / 02期
关键词：
D O I：
10.2307/1268821
中图分类号：
O21 [概率论与数理统计]; C8 [统计学];
学科分类号：
020208 ; 070103 ; 0714 ;
摘要：
引用
收藏
页码：241 / 248
页数：8
相关论文
共 50 条
  • [1] ON OUTLIER DETECTION IN TIME-SERIES
    LJUNG, GM
    JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-METHODOLOGICAL, 1993, 55 (02): : 559 - 567
  • [2] A PRACTICAL METHOD FOR OUTLIER DETECTION IN AUTOREGRESSIVE TIME-SERIES MODELING
    HAU, MC
    TONG, H
    STOCHASTIC HYDROLOGY AND HYDRAULICS, 1989, 3 (04): : 241 - 260
  • [3] A novel symbolization technique for time-series outlier detection
    Smith, Gavin
    Goulding, James
    PROCEEDINGS 2015 IEEE INTERNATIONAL CONFERENCE ON BIG DATA, 2015, : 2428 - 2436
  • [4] An Algorithm for Classification and Outlier Detection of Time-Series Data
    Weekley, R. Andrew
    Goodrich, Robert K.
    Cornman, Larry B.
    JOURNAL OF ATMOSPHERIC AND OCEANIC TECHNOLOGY, 2010, 27 (01) : 94 - 107
  • [5] A Framework for Periodic Outlier Pattern Detection in Time-Series Sequences
    Rasheed, Faraz
    Alhajj, Reda
    IEEE TRANSACTIONS ON CYBERNETICS, 2014, 44 (05) : 569 - 582
  • [6] DISTINGUISHING OUTLIER TYPES IN TIME-SERIES
    MUIRHEAD, CR
    JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-METHODOLOGICAL, 1986, 48 (01): : 39 - 47
  • [7] AN INFLUENCE METHOD FOR OUTLIER DETECTION APPLIED TO TIME-SERIES TRAFFIC DATA
    WATSON, SM
    REDFERN, E
    CLARK, S
    TIGHT, M
    DAVIES, N
    JOURNAL OF APPLIED STATISTICS, 1995, 22 (01) : 135 - 149
  • [8] Deep Reconstruction Error Based Unsupervised Outlier Detection in Time-Series
    Amarbayasgalan, Tsatsral
    Lee, Heon Gyu
    Pham Van Huy
    Ryu, Keun Ho
    INTELLIGENT INFORMATION AND DATABASE SYSTEMS (ACIIDS 2020), PT II, 2020, 12034 : 312 - 321
  • [9] IDENTIFICATION OF PULSES IN HORMONE TIME-SERIES USING OUTLIER DETECTION METHODS
    THOMAS, G
    PLU, G
    THALABARD, JC
    STATISTICS IN MEDICINE, 1992, 11 (16) : 2133 - 2145
  • [10] Outlier Detection Using Some Methods of Mathematical Statistic in Meteorological Time-Series
    Elias, Michal
    Dousa, Jan
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON NUMERICAL ANALYSIS AND APPLIED MATHEMATICS 2015 (ICNAAM-2015), 2016, 1738
12345