SMOTE for Learning from Imbalanced Data: Progress and Challenges, Marking the 15-year Anniversary

被引：0
|
作者：
机构：
[1] Fernández, Alberto
[2] García, Salvador
[3] Herrera, Francisco
[4] Chawla, Nitesh V.
来源：
| 1600年 / AI Access Foundation卷 / 61期
关键词：
BigDaP-TOOLS - Ayudas Fundación BBVA a Equipos de Investigación Científica 2016; and the National Science Foundation (NSF) Grant IIS-1447795.This work have been partially supported by the Spanish Ministry of Science and Technology under projects TIN2014-57251-P; TIN2015-68454-R and TIN2017-89517-P; the Project BigDaP-TOOLS - Ayudas Fundación BBVA a Equipos de Investigación Científica 2016; the Project;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
243
引用
收藏
相关论文
共 50 条
  • [21] Constraints on the velocity of gravitational waves from the NANOGrav 15-year data set
    Bi, Yan-Chen
    Wu, Yu-Mei
    Chen, Zu-Cheng
    Huang, Qing-Guo
    PHYSICAL REVIEW D, 2024, 109 (06)
  • [22] RESTRICTED ENVIRONMENTAL STIMULATION AND SMOKING CESSATION - A 15-YEAR PROGRESS REPORT
    SUEDFELD, P
    INTERNATIONAL JOURNAL OF THE ADDICTIONS, 1990, 25 (08): : 861 - 888
  • [23] Online Sequential Classification of Imbalanced Data by Combining Extreme Learning Machine and improved SMOTE Algorithm
    Mao, Wentao
    Wang, Jinwan
    Wang, Liyun
    2015 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2015,
  • [24] Borderline-SMOTE: A new over-sampling method in imbalanced data sets learning
    Han, H
    Wang, WY
    Mao, BH
    ADVANCES IN INTELLIGENT COMPUTING, PT 1, PROCEEDINGS, 2005, 3644 : 878 - 887
  • [25] Radius-SMOTE: A New Oversampling Technique of Minority Samples Based on Radius Distance for Learning From Imbalanced Data
    Pradipta, Gede Angga
    Wardoyo, Retantyo
    Musdholifah, Aina
    Sanjaya, I. Nyoman Hariyasa
    IEEE ACCESS, 2021, 9 : 74763 - 74777
  • [26] Congenital acute myeloid leukemia: challenges and lessons. A 15-year experience from the UK
    Green, Katherine
    Tandon, Sneha
    Ahmed, Mansur
    Toscano, Wanda
    O'Connor, David
    Ancliff, Philip
    Vora, Ajay
    Bartram, Jack
    Samarasinghe, Sujith
    Ghorashian, Sara
    Pavasovic, Vesna
    Rao, Anupama
    LEUKEMIA & LYMPHOMA, 2021, 62 (03) : 688 - 695
  • [27] Commemorating the 15-year anniversary of TAVI: insights into the early stages of development, from concept to human application, and perspectives
    Cribier, Alain
    EUROINTERVENTION, 2017, 13 (01) : 29 - 37
  • [28] Metric Learning from Imbalanced Data
    Gautheron, Leo
    Habrard, Amaury
    Morvant, Emilie
    Sebban, Marc
    2019 IEEE 31ST INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE (ICTAI 2019), 2019, : 923 - 930
  • [29] 15-year efficacy of uvulopalatopharyngoplasty based on objective and subjective data
    Browaldh, Nanna
    Friberg, Danielle
    Svanborg, Eva
    Nerfeldt, Pia
    ACTA OTO-LARYNGOLOGICA, 2011, 131 (12) : 1303 - 1310
  • [30] Diabetes and pregnancy in Scotland: 15-year observational outcome data from 1998 to 2013
    Mackin, S. T.
    Nelson, S. M.
    Kerssens, J. J.
    Wild, S.
    Wood, R.
    Colhoun, H. M.
    Leese, G. P.
    Philip, S.
    Lindsay, R. S.
    DIABETIC MEDICINE, 2018, 35 : 17 - 17
12345