Concepedia

Machine Learning-based Data Fusion

Machine Learning-Based Data Fusion is a data fusion methodology that employs machine learning algorithms to automatically integrate heterogeneous geospatial data sources by learning complex patterns and relationships from data, distinguishing it from traditional rule-based or model-driven fusion techniques.

193

Publications

9.2K

Citations

727

Authors

370

Institutions

Publications per year

2017–2026

129

Parents

Publications

193

A survey on machine learning for data fusion

Tong Meng, Xuyang Jing, Zheng Yan et al. · Information Fusion · 2019 · 650 citations · Full text

, , +14

Predicting stock market index using fusion of machine learning techniques

Jigar Patel, Sahil Shah, Priyank Thakkar et al. · Expert Systems with Applications · 2014 · 599 citations

, , +14

Methodologies for Cross-Domain Data Fusion: An Overview

Yu Zheng · IEEE Transactions on Big Data · 2015 · 441 citations

, , +11

Behavioural data mining of transit smart card data: A data fusion approach

Takahiko Kusakabe, Yasuo Asakura · Transportation Research Part C Emerging Technologies · 2014 · 276 citations

, , +16

Fusion-Based Supply Chain Collaboration Using Machine Learning Techniques

Naeem Ali, Taher M. Ghazal, Alia Ahmed et al. · Intelligent Automation & Soft Computing · 2021 · 270 citations · Full text

, , +16

1–5 of 193

Authors

727

  1. MA
    Muhammad Adnan Khan

    National College of Business Administration and Economics, Pakistan

    8 publications · 1K citations

    7

    h-index

  2. SA
    Sagheer Abbas

    National College of Business Administration and Economics, Pakistan

    4 publications · 491 citations

    4

    h-index

  3. TM
    Taher M. Ghazal

    National University of Malaysia, Malaysia

    4 publications · 448 citations

    4

    h-index

  4. SA
    Shabib Aftab

    Virtual University of Pakistan, Pakistan

    4 publications · 238 citations

    4

    h-index

  5. MA
    Munir Ahmad

    National College of Business Administration and Economics, Pakistan

    4 publications · 481 citations

    4

    h-index

1–5 of 727

Institutions

370

  1. Chinese Academy of Sciences

    Beijing, China

    6 h-index

    14 publications

    551 citations

  2. Imperial College London

    London, United Kingdom

    4 h-index

    11 publications

    609 citations

  3. Nanjing University of Aeronautics and Astronautics

    Nanjing, China

    4 h-index

    9 publications

    360 citations

  4. University at Buffalo, State University of New York

    Buffalo, United States

    4 h-index

    5 publications

    151 citations

  5. University of Chinese Academy of Sciences

    Beijing, China

    4 h-index

    6 publications

    216 citations

  6. Gachon University

    Seongnam-si, South Korea

    3 h-index

    3 publications

    300 citations

  7. Purdue University West Lafayette

    West Lafayette, United States

    3 h-index

    4 publications

    74 citations

  8. National College of Business Administration and Economics

    Lahore, Pakistan

    3 h-index

    8 publications

    616 citations

1–8 of 370

Venues

  1. Sensors

    8 publications · 418 citations

    8

    h-index

  2. Information Fusion

    8 publications · 1.2K citations

    8

    h-index

  3. Expert Systems with Applications

    5 publications · 707 citations

    5

    h-index

  4. Remote Sensing

    5 publications · 226 citations

    5

    h-index

  5. 5

    h-index

1–5