Concepedia

Scalable Classification

Scalable Classification is a machine learning methodology designed to efficiently handle growing datasets and feature dimensions while maintaining classification accuracy and computational tractability.

211

Publications

13.3K

Citations

573

Authors

274

Institutions

Publications per year

2017–2026

76

Parents

Publications

211

CatBoost: gradient boosting with categorical features support

Anna Veronika Dorogush, Vasily Ershov, Andrey Gulin · arXiv (Cornell University) · 2018 · 1.4K citations · Full text

, , +17

A novel features ranking metric with application to scalable visual and bioinformatics data classification

Quan Zou, Jiancang Zeng, Liujuan Cao et al. · Neurocomputing · 2015 · 406 citations

, , +14

Fast Shapelets: A Scalable Algorithm for Discovering Time Series Shapelets

Thanawin Rakthanmanon, Eamonn Keogh · 2013 · 383 citations

, , +10

Large-scale image classification: Fast feature extraction and SVM training

Yuanqing Lin, Fengjun Lv, Shenghuo Zhu et al. · 2011 · 382 citations

, , +16

Pasting Small Votes for Classification in Large Databases and On-Line

Leo Breiman · Machine Learning · 1999 · 314 citations · Full text

, , +10

1–5 of 211

Authors

573

  1. FH
    Francisco Herrera

    Universidad de Granada, Spain

    6 publications · 149 citations

    6

    h-index

  2. FM
    Francesco Marcelloni

    University of Pisa, Italy

    4 publications · 231 citations

    4

    h-index

  3. AF
    Alberto Fernández

    Universidad de Granada, Spain

    4 publications · 77 citations

    4

    h-index

  4. CB
    Christos-Savvas Bouganis

    Imperial College London, United Kingdom

    4 publications · 189 citations

    4

    h-index

  5. FB
    Florin Baboescu

    University of California San Diego, United States

    3 publications · 525 citations

    3

    h-index

1–5 of 573

Institutions

274

  1. Universidad de Granada

    Granada, Spain

    8 h-index

    27 publications

    643 citations

  2. University of Illinois Urbana-Champaign

    Urbana, United States

    6 h-index

    14 publications

    2K citations

  3. Microsoft (United States)

    Redmond, United States

    6 h-index

    15 publications

    869 citations

  4. University of Nottingham

    Nottingham, United Kingdom

    5 h-index

    6 publications

    195 citations

  5. University of California, Irvine

    Irvine, United States

    5 h-index

    12 publications

    1.3K citations

  6. Imperial College London

    London, United Kingdom

    4 h-index

    8 publications

    378 citations

  7. University of Florida

    Gainesville, United States

    4 h-index

    4 publications

    274 citations

  8. King Abdulaziz University

    Jeddah, Saudi Arabia

    4 h-index

    7 publications

    296 citations

1–8 of 274

Venues

  1. arXiv (Cornell University)

    Repository · 9 publications · 1.6K citations

    9

    h-index

  2. IEEE/ACM Transactions on Networking

    TON · 5 publications · 336 citations

    5

    h-index

  3. Expert Systems with Applications

    5 publications · 181 citations

    5

    h-index

  4. Procedia Computer Science

    5 publications · 108 citations

    5

    h-index

  5. Journal Of Big Data

    4 publications · 329 citations

    4

    h-index

1–5