Concepedia

Time-aware Feature Selection

Time-Aware Feature Selection is a temporal feature engineering method that distinguishes itself by systematically identifying and retaining predictive features whose relevance is explicitly modeled or validated with respect to the temporal structure and dynamics of the underlying time-series data.

22

Publications

1.9K

Citations

81

Authors

48

Institutions

Publications per year

2017–2026

16

Parents

Publications

22

Dynamic classifier selection: Recent advances and perspectives

Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti · Information Fusion · 2017 · 429 citations

, , +14

Binary dragonfly optimization for feature selection using time-varying transfer functions

Majdi Mafarja, Ibrahim Aljarah, Ali Asghar Heidari et al. · Knowledge-Based Systems · 2018 · 407 citations

, , +6

Recent advances in feature selection and its applications

Yun Li, Tao Li, Huan Liu · Knowledge and Information Systems · 2017 · 390 citations

, , +14

A survey on online feature selection with streaming features

Xuegang Hu, Peng Zhou, Peipei Li et al. · Frontiers of Computer Science · 2017 · 84 citations

, , +14

A time local subset feature selection for prediction of sudden cardiac death from ECG signal

Elias Ebrahimzadeh, Mohammad Sajad Manuchehri, Sana Amoozegar et al. · Medical & Biological Engineering & Computing · 2017 · 67 citations

, , +16

1–5 of 22

Authors

81

  1. RS
    Ramin Shokripour

    Central Washington University, United States

    1 publications · 39 citations

    1

    h-index

  2. FB
    Fatima-Zahra Belouadha

    Mohammed V University, Morocco

    1 publications · 11 citations

    1

    h-index

  3. BW
    Bo Wang

    Chinese Academy of Sciences, China

    1 publications · 34 citations

    1

    h-index

  4. BN
    Babak Nadjar Araabi

    University of Tehran, Iran

    1 publications · 67 citations

    1

    h-index

  5. FM
    Francisco Martínez‐Álvarez

    Universidad Pablo de Olavide, Spain

    1 publications · 33 citations

    1

    h-index

1–5 of 81

Institutions

48

  1. University of Tehran

    Tehran, Iran

    2 h-index

    5 publications

    675 citations

  2. Harbin Institute of Technology

    Harbin, China

    1 h-index

    1 publications

    407 citations

  3. University of Oulu

    Oulu, Finland

    1 h-index

    1 publications

    16 citations

  4. RMIT University

    Melbourne, Australia

    1 h-index

    1 publications

    407 citations

  5. Florida International University

    Miami, United States

    1 h-index

    1 publications

    390 citations

  6. Institute of Robotics

    Sofia, Bulgaria

    1 h-index

    1 publications

    17 citations

  7. Technical University of Munich

    Munich, Germany

    1 h-index

    2 publications

    34 citations

  8. Universidade Federal de Pernambuco

    Recife, Brazil

    1 h-index

    1 publications

    429 citations

1–8 of 48

Venues

  1. Information Fusion

    2 publications · 463 citations

    2

    h-index

  2. Applied Soft Computing

    2 publications · 49 citations

    2

    h-index

  3. Knowledge and Information Systems

    1 publications · 390 citations

    1

    h-index

  4. ACM Transactions on Intelligent Systems and Technology

    TIST · 1 publications · 31 citations

    1

    h-index

  5. Frontiers of Computer Science

    1 publications · 84 citations

    1

    h-index

1–5