Concepedia

Hybrid Feature Selection

Hybrid Feature Selection is a feature selection strategy that combines multiple distinct paradigms—such as filter, wrapper, and embedded methods—within a unified framework to leverage their complementary strengths in identifying optimal feature subsets.

1.2K

Publications

72.5K

Citations

3.9K

Authors

1.4K

Institutions

Publications per year

2017–2026

829

Parents

Publications

1.2K

Effective Heart Disease Prediction Using Hybrid Machine Learning Techniques

Senthilkumar Mohan, Chandrasegar Thirumalai, Gautam Srivastava · IEEE Access · 2019 · 1.9K citations · Full text

, , +14

Normalized Mutual Information Feature Selection

P. A. Estévez, M. Tesmer, Carlos A. Perez et al. · IEEE Transactions on Neural Networks · 2009 · 1.3K citations · Full text

, , +17

Hybrid Whale Optimization Algorithm with simulated annealing for feature selection

Majdi Mafarja, Seyedali Mirjalili · Neurocomputing · 2017 · 1.1K citations

, , +13

Sentiment analysis in multiple languages

Ahmed Abbasi, Hsinchun Chen, Arab Salem · ACM Transactions on Information Systems · 2008 · 894 citations

, , +17

Anomaly-based intrusion detection system through feature selection analysis and building hybrid efficient model

Shadi Aljawarneh, Monther Aldwairi, Muneer Bani Yassein · Journal of Computational Science · 2017 · 673 citations

, , +16

1–5 of 1.2K

Authors

3.9K

  1. RS
    Ram Sarkar

    Jadavpur University, India

    11 publications · 622 citations

    11

    h-index

  2. SM
    Seyedali Mirjalili

    Torrens University Australia, Australia

    11 publications · 2.6K citations

    11

    h-index

  3. PK
    Pawan Kumar Singh

    Jadavpur University, India

    10 publications · 470 citations

    10

    h-index

  4. AT
    Ahmad Taher Azar

    Benha University, Egypt

    7 publications · 655 citations

    7

    h-index

  5. ŞD
    Şengül Doğan

    Fırat University, Türkiye

    6 publications · 211 citations

    6

    h-index

1–5 of 3.9K

Institutions

1.4K

  1. Mansoura University

    Al Mansurah, Egypt

    15 h-index

    29 publications

    2.6K citations

  2. Jadavpur University

    Kolkata, India

    14 h-index

    48 publications

    2.4K citations

  3. Benha University

    Banhā, Egypt

    12 h-index

    16 publications

    1.1K citations

  4. National University of Sciences and Technology

    Islamabad, Pakistan

    11 h-index

    21 publications

    801 citations

  5. Deakin University

    Burwood, Australia

    11 h-index

    21 publications

    1.5K citations

  6. University of Tehran

    Tehran, Iran

    11 h-index

    16 publications

    890 citations

  7. Vellore Institute of Technology University

    Vellore, India

    11 h-index

    20 publications

    4.5K citations

  8. National Institute of Technology Raipur

    Raipur, India

    10 h-index

    26 publications

    1.6K citations

1–8 of 1.4K

Venues

  1. IEEE Access

    81 publications · 7.6K citations

    41

    h-index

  2. Expert Systems with Applications

    39 publications · 4.9K citations

    33

    h-index

  3. Applied Soft Computing

    25 publications · 3K citations

    22

    h-index

  4. Neurocomputing

    19 publications · 2.8K citations

    17

    h-index

  5. Knowledge-Based Systems

    18 publications · 1.7K citations

    17

    h-index

1–5