Concepedia

Automated Feature Learning

Automated Feature Learning is a computational methodology within the field of machine learning that systematically discovers and extracts relevant patterns or representations from raw data without human intervention, distinguishing itself by its reliance on algorithmic inference rather than manual feature engineering.

286

Publications

17.2K

Citations

1K

Authors

467

Institutions

Publications per year

2017–2026

199

Parents

Publications

286

PhaseNet: A Deep-Neural-Network-Based Seismic Arrival Time Picking Method

Weiqiang Zhu, Gregory C. Beroza · Geophysical Journal International · 2018 · 1.1K citations · Full text

, , +17

A Survey on Data Collection for Machine Learning: A Big Data - AI Integration Perspective

Yuji Roh, Geon Heo, Steven Euijong Whang · IEEE Transactions on Knowledge and Data Engineering · 2019 · 879 citations

, , +16

Machine learning for prediction of all-cause mortality in patients with suspected coronary artery disease: a 5-year multicentre prospective registry analysis

Manish Motwani, Damini Dey, Daniel S. Berman et al. · European Heart Journal · 2016 · 705 citations · Full text

, , +17

Automatically learning semantic features for defect prediction

Song Wang, Taiyue Liu, Lin Tan · 2016 · 692 citations

, , +16

Metalearning: a survey of trends and technologies

Christiane Lemke, Marcin Budka, Bogdan Gabryś · Artificial Intelligence Review · 2013 · 374 citations · Full text

, , +16

1–5 of 286

Authors

1K

  1. HS
    Horst Samulowitz

    IBM (United States), United States

    5 publications · 597 citations

    5

    h-index

  2. MZ
    Mengjie Zhang

    Victoria University of Wellington, New Zealand

    5 publications · 397 citations

    5

    h-index

  3. UK
    Udayan Khurana

    IBM (United States), United States

    4 publications · 529 citations

    4

    h-index

  4. BX
    Bing Xue

    Victoria University of Wellington, New Zealand

    4 publications · 294 citations

    4

    h-index

  5. AJ
    Anuchit Jitpattanakul

    King Mongkut's University of Technology North Bangkok, Thailand

    3 publications · 386 citations

    3

    h-index

1–5 of 1K

Institutions

467

  1. Stanford University

    Stanford, United States

    11 h-index

    23 publications

    3.6K citations

  2. Dalian University of Technology

    Dalian, China

    4 h-index

    9 publications

    810 citations

  3. Nanyang Technological University

    Singapore, Singapore

    4 h-index

    10 publications

    627 citations

  4. Victoria University of Wellington

    Wellington, New Zealand

    4 h-index

    12 publications

    1.1K citations

  5. University of Edinburgh

    Edinburgh, United Kingdom

    4 h-index

    9 publications

    497 citations

  6. Southeast University

    Nanjing, China

    4 h-index

    15 publications

    499 citations

  7. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    3 h-index

    2 publications

    56 citations

  8. University of Ottawa

    Ottawa, Canada

    3 h-index

    5 publications

    857 citations

1–8 of 467

Venues

  1. arXiv (Cornell University)

    Repository · 15 publications · 972 citations

    13

    h-index

  2. IEEE Access

    6 publications · 274 citations

    6

    h-index

  3. Scientific Reports

    5 publications · 275 citations

    5

    h-index

  4. Sensors

    4 publications · 534 citations

    5

    h-index

  5. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 3 publications · 974 citations

    3

    h-index

1–5