Learning from big data with uncertainty - editorial

被引：103
作者：
Wang, Xizhao [1 ]
机构：
[1] ShenZhen Univ, Coll Comp Sci & Software Engn, Big Data Inst, Shenzhen, Peoples R China
来源：
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS | 2015年 / 28卷 / 05期
关键词：
Big data; machine learning; uncertainty; 3V characteristics;
D O I：
10.3233/IFS-141516
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Focusing on learning from big data with uncertainty, this special issue includes 5 papers; this editorial presents a background of the special issue and a brief introduction to the 5 papers.
引用
收藏
页码：2329 / 2330
页数：2
相关论文
共 50 条
  • [31] Advances in Machine Learning Processing of Big Data from Disease Diagnosis Sensors
    Lu, Shasha
    Yang, Jianyu
    Gu, Yu
    He, Dongyuan
    Wu, Haocheng
    Sun, Wei
    Xu, Dong
    Li, Changming
    Guo, Chunxian
    ACS SENSORS, 2024, 9 (03) : 1134 - 1148
  • [32] Data Type and Data Sources for Agricultural Big Data and Machine Learning
    Cravero, Ania
    Pardo, Sebastian
    Galeas, Patricio
    Fenner, Julio Lopez
    Caniupan, Monica
    SUSTAINABILITY, 2022, 14 (23)
  • [33] Big Universe, Big Data: Machine Learning and Image Analysis for Astronomy
    Kremer, Jan
    Stensbo-Smidt, Kristoffer
    Gieseke, Fabian
    Pedersen, Kim Steenstrup
    Igel, Christian
    IEEE INTELLIGENT SYSTEMS, 2017, 32 (02) : 16 - 22
  • [34] Human behavior in the time of COVID-19: Learning from big data
    Lyu, Hanjia
    Imtiaz, Arsal
    Zhao, Yufei
    Luo, Jiebo
    FRONTIERS IN BIG DATA, 2023, 6
  • [35] Big data and machine learning for materials science
    Rodrigues J.F., Jr.
    Florea L.
    de Oliveira M.C.F.
    Diamond D.
    Oliveira O.N., Jr.
    Discover Materials, 1 (1):
  • [36] A survey of machine learning for big data processing
    Junfei Qiu
    Qihui Wu
    Guoru Ding
    Yuhua Xu
    Shuo Feng
    EURASIP Journal on Advances in Signal Processing, 2016
  • [37] FEDERATED LEARNING FROM BIG DATA OVER NETWORKS
    Sarcheshmehpour, Y.
    Leinonen, M.
    Jung, A.
    2021 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP 2021), 2021, : 3055 - 3059
  • [38] A Survey of Machine Learning Methods for Big Data
    Ruiz, Zoila
    Salvador, Jaime
    Garcia-Rodriguez, Jose
    BIOMEDICAL APPLICATIONS BASED ON NATURAL AND ARTIFICIAL COMPUTING, PT II, 2017, 10338 : 259 - 267
  • [39] A REVIEW ON THE SIGNIFICANCE OF MACHINE LEARNING FOR DATA ANALYSIS IN BIG DATA
    Kolisetty, Vishnu Vandana
    Rajput, Dharmendra Singh
    JORDANIAN JOURNAL OF COMPUTERS AND INFORMATION TECHNOLOGY, 2020, 6 (01): : 41 - 57
  • [40] Machine learning on big data: Opportunities and challenges
    Zhou, Lina
    Pan, Shimei
    Wang, Jianwu
    Vasilakos, Athanasios V.
    NEUROCOMPUTING, 2017, 237 : 350 - 361
12345