Concepedia

Feature Engineering For Text Data

Feature Engineering for Text Data is a domain-specific feature design methodology that systematically transforms raw textual inputs into structured numerical representations through techniques such as tokenization, vectorization, and syntactic or semantic feature extraction to enhance machine learning model performance.

373

Publications

18.4K

Citations

1.2K

Authors

469

Institutions

Publications per year

2017–2026

184

Parents

Publications

373

Text Classification Algorithms: A Survey

Information · 2019 · 1.3K citations · Full text

, , +16

Text Classification using String Kernels

Huma Lodhi, John Shawe‐Taylor, Nello Cristianini et al. · Bristol Research (University of Bristol) · 2000 · 514 citations · Full text

, , +15

A two-stage feature selection method for text categorization by using information gain, principal component analysis and genetic algorithm

Harun Uğuz · Knowledge-Based Systems · 2011 · 466 citations

, , +17

A Survey on Text Classification: From Traditional to Deep Learning

Qian Li, Hao Peng, Jianxin Li et al. · ACM Transactions on Intelligent Systems and Technology · 2022 · 466 citations

, , +16

Text feature selection using ant colony optimization

Mehdi Hosseinzadeh Aghdam, Nasser Ghasem-Aghaee, Mohammad Ehsan Basiri · Expert Systems with Applications · 2008 · 395 citations

, , +13

1–5 of 373

Authors

1.2K

  1. MA
    Marcos André Gonçalves

    Universidade Federal de Minas Gerais, Brazil

    4 publications · 167 citations

    4

    h-index

  2. CP
    Carolyn Penstein Rosé

    Carnegie Mellon University, United States

    4 publications · 287 citations

    4

    h-index

  3. SC
    Sérgio Canuto

    Universidade Federal de Minas Gerais, Brazil

    3 publications · 103 citations

    3

    h-index

  4. DP
    Daniele Pighin

    University of Trento, Italy

    3 publications · 59 citations

    3

    h-index

  5. TC
    Thierson Couto Rosa

    Universidade Federal de Goiás, Brazil

    3 publications · 103 citations

    3

    h-index

1–5 of 1.2K

Institutions

469

  1. Beijing University of Posts and Telecommunications

    Beijing, China

    6 h-index

    19 publications

    563 citations

  2. Carnegie Mellon University

    Pittsburgh, United States

    6 h-index

    16 publications

    1.1K citations

  3. Centre National de la Recherche Scientifique

    Paris, France

    5 h-index

    15 publications

    437 citations

  4. KU Leuven

    Leuven, Belgium

    4 h-index

    7 publications

    410 citations

  5. Peking University

    Beijing, China

    4 h-index

    18 publications

    331 citations

  6. Chinese Academy of Sciences

    Beijing, China

    4 h-index

    13 publications

    842 citations

  7. Universidade Federal de Minas Gerais

    Belo Horizonte, Brazil

    4 h-index

    19 publications

    909 citations

  8. University of Edinburgh

    Edinburgh, United Kingdom

    4 h-index

    5 publications

    345 citations

1–8 of 469

Venues

  1. Expert Systems with Applications

    9 publications · 819 citations

    9

    h-index

  2. arXiv (Cornell University)

    Repository · 9 publications · 626 citations

    9

    h-index

  3. IEEE Access

    9 publications · 320 citations

    8

    h-index

  4. Information Processing & Management

    6 publications · 570 citations

    6

    h-index

  5. Procedia Computer Science

    5 publications · 204 citations

    5

    h-index

1–5