Adaptive classification using incremental learning for seismic-volcanic signals with concept drift

被引：0
|
作者：
Castro-Cabrera, Paola [1 ]
Castellanos-Dominguez, G. [1 ]
Mera, Carlos [2 ]
Franco-Marín, Luis [3 ]
Orozco-Alzate, Mauricio [1 ]
机构：
[1] Signal Processing and Recognition Group, Universidad Nacional de Colombia, Manizales, Colombia
[2] Departmento de Sistemas de Información, Instituto Tecnológico Metropolitano, Medellín, Colombia
[3] Observatorio Volcanológico de los Andes del Sur, Temuco, Chile
来源：
Journal of Volcanology and Geothermal Research | 2021年 / 413卷
关键词：
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Volcanoes
引用
收藏
相关论文
共 50 条
  • [41] Reacting to Different Types of Concept Drift with Adaptive and Incremental One-Class Classifiers
    Krawczyk, Bartosz
    Wozniak, Michal
    2015 IEEE 2ND INTERNATIONAL CONFERENCE ON CYBERNETICS (CYBCONF), 2015, : 30 - 35
  • [42] Efficient ECG classification method for arrhythmia using MODWPT and adaptive incremental broad learning
    Li, Jia
    Huang, Li
    Cai, Dingjian
    Ling, Shikang
    Ouyang, Hao
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2025, 104
  • [43] Military vehicle classification via acoustic and seismic signals using statistical learning methods
    Xiao, HG
    Cai, CZ
    Chen, YZ
    INTERNATIONAL JOURNAL OF MODERN PHYSICS C, 2006, 17 (02): : 197 - 212
  • [44] INCREMENTAL DICTIONARY LEARNING FOR ADAPTIVE CLASSIFICATION AND RECONSTRUCTION OF FACIAL IMAGERY
    Azimi-Sadjadi, Mahmood R.
    Robbiano, Christopher
    Zhao, Yinghui
    Hall, John J.
    2019 IEEE 29TH INTERNATIONAL WORKSHOP ON MACHINE LEARNING FOR SIGNAL PROCESSING (MLSP), 2019,
  • [45] Baseband Modulation Classification using Incremental Learning
    Morehouse, Todd
    Rahimi, Neela
    Shao, Ming
    Zhou, Ruolin
    2020 IEEE 63RD INTERNATIONAL MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS (MWSCAS), 2020, : 225 - 228
  • [46] An adaptive classification algorithm using robust incremental clustering
    Prehn, Herward
    Sommer, Gerald
    18TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 1, PROCEEDINGS, 2006, : 896 - +
  • [47] Adaptive Classification Using Incremental Linearized Kernel Embedding
    Hall, John Joseph
    Robbiano, Christopher
    Azimi-Sadjadi, Mahmood R.
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2022, 70 : 1764 - 1774
  • [48] One-class classifiers with incremental learning and forgetting for data streams with concept drift
    Krawczyk, Bartosz
    Wozniak, Michal
    SOFT COMPUTING, 2015, 19 (12) : 3387 - 3400
  • [49] FakeIDCA: Fake news detection with incremental deep learning based concept drift adaption
    Suryawanshi, Shubhangi
    Goswami, Anurag
    Patil, Pramod
    MULTIMEDIA TOOLS AND APPLICATIONS, 2024, 83 (10) : 28579 - 28594
  • [50] Incremental learning imbalanced data streams with concept drift: The dynamic updated ensemble algorithm
    Li, Zeng
    Huang, Wenchao
    Xiong, Yan
    Ren, Siqi
    Zhu, Tuanfei
    KNOWLEDGE-BASED SYSTEMS, 2020, 195
12345