Concepedia

Sequential Data Preprocessing

Sequential Data Preprocessing is a methodological procedure that transforms raw sequential data into a structured, analyzable form by applying operations such as noise filtering, gap filling, alignment, and representation conversion to facilitate subsequent sequence mining tasks.

115

Publications

6.5K

Citations

421

Authors

205

Institutions

Publications per year

2017–2026

55

Parents

Publications

115

Patient Subtyping via Time-Aware LSTM Networks

İnci M. Baytaş, Cao Xiao, Xi Zhang et al. · 2017 · 634 citations

, , +15

RNN-LSTM: From applications to modeling techniques and beyond—Systematic review

Safwan Mahmood Al-Selwi, Mohd Fadzil Hassan, Said Jadid Abdulkadir et al. · Journal of King Saud University - Computer and Information Sciences · 2024 · 433 citations · Full text

, , +17

Analyzing sequential categorical data on dyadic interaction: A comment on Gottman.

Paul D. Allison, Jeffrey Κ. Liker · Psychological Bulletin · 1982 · 369 citations

, , +8

Simultaneous vs. Sequential Analysis for Population PK/PD Data I: Best-Case Performance

Liping Zhang, Stuart L. Beal, Lewis B. Sheiner · Journal of Pharmacokinetics and Pharmacodynamics · 2003 · 368 citations

, , +5

Exploratory Sequential Data Analysis: Foundations

Penelope Sanderson, Carolanne Fisher · Human-Computer Interaction · 1994 · 197 citations

, , +4

1–5 of 115

Authors

421

  1. FM
    Federico Marini

    Sapienza University of Rome, Italy

    3 publications · 172 citations

    3

    h-index

  2. JR
    Jean‐Michel Roger

    Technologies & méthodes pour les agricultures de demain, France

    3 publications · 172 citations

    3

    h-index

  3. AB
    Alessandra Biancolillo

    University of L'Aquila, Italy

    3 publications · 172 citations

    3

    h-index

  4. PM
    Puneet Mishra

    Wageningen University & Research, Netherlands

    3 publications · 102 citations

    3

    h-index

  5. PS
    Penelope Sanderson

    The University of Queensland, Australia

    2 publications · 362 citations

    2

    h-index

1–5 of 421

Institutions

205

  1. Technologies & méthodes pour les agricultures de demain

    Montpellier, France

    3 h-index

    3 publications

    172 citations

  2. Institut Agro Montpellier

    Montpellier, France

    3 h-index

    3 publications

    172 citations

  3. Sapienza University of Rome

    Rome, Italy

    3 h-index

    3 publications

    172 citations

  4. Wageningen University & Research

    Wageningen, The Netherlands

    3 h-index

    5 publications

    144 citations

  5. University of L'Aquila

    L’Aquila, Italy

    3 h-index

    3 publications

    172 citations

  6. University of Illinois Urbana-Champaign

    Urbana, United States

    2 h-index

    7 publications

    1.2K citations

  7. Universitat de Barcelona

    Barcelona, Spain

    2 h-index

    2 publications

    115 citations

  8. Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement

    Paris, France

    2 h-index

    3 publications

    117 citations

1–8 of 205

Venues

  1. Psychological Bulletin

    5 publications · 508 citations

    5

    h-index

  2. IEEE Access

    3 publications · 201 citations

    3

    h-index

  3. 3

    h-index

  4. Data & Knowledge Engineering

    DKE · 2 publications · 132 citations

    2

    h-index

  5. 2

    h-index

1–5