Concepedia

Historical Data-based Estimation

Historical Data-Based Estimation is a method of Agile Estimation that derives effort or duration predictions for software development tasks by analyzing quantifiable past performance metrics from previously completed iterations or projects, distinguished from other estimation approaches by its reliance on empirical, organization-specific data rather than expert judgment or theoretical models.

43

Publications

1.6K

Citations

129

Authors

70

Institutions

Publications per year

2017–2026

15

Parents

Publications

43

Machine learning approaches to estimating software development effort

Kannan Srinivasan, Douglas Fisher · IEEE Transactions on Software Engineering · 1995 · 485 citations

, , +13

Short-Term PM2.5 Forecasting Using Exponential Smoothing Method: A Comparative Analysis

Sachit Mahajan, Ling‐Jyh Chen, Tzu-Chieh Tsai · Sensors · 2018 · 78 citations · Full text

, , +17

Applying moving windows to software effort estimation

Chris Lokan, Emília Mendes · 2009 · 70 citations

, , +15

Effort and Cost Estimation Using Decision Tree Techniques and Story Points in Agile Software Development

Eduardo Rodríguez Sánchez, Eduardo Filemón Vázquez Santacruz, Humberto Cervantes · Mathematics · 2023 · 62 citations · Full text

, , +17

Cost and effort estimation in agile software development

Rashmi Popli, Naresh Chauhan · 2014 · 56 citations

, , +17

1–5 of 43

Authors

129

  1. CL
    Chris Lokan

    Australian Defence Force Academy, Australia

    3 publications · 116 citations

    3

    h-index

  2. NC
    Naresh Chauhan

    J.C. Bose University of Science & Technology, YMCA, India

    3 publications · 99 citations

    3

    h-index

  3. RP
    Rashmi Popli

    J.C. Bose University of Science & Technology, YMCA, India

    3 publications · 99 citations

    3

    h-index

  4. EM
    Emília Mendes

    University of Auckland, New Zealand

    2 publications · 95 citations

    2

    h-index

  5. PJ
    Prashant Johri

    Galgotias University, India

    1 publications · 19 citations

    1

    h-index

1–5 of 129

Institutions

70

  1. J.C. Bose University of Science & Technology, YMCA

    Faridabad, India

    3 h-index

    6 publications

    198 citations

  2. University of Canberra

    Canberra, Australia

    2 h-index

    2 publications

    91 citations

  3. University of Auckland

    Auckland, New Zealand

    2 h-index

    2 publications

    95 citations

  4. UNSW Sydney

    Sydney, Australia

    2 h-index

    2 publications

    91 citations

  5. National Taipei University of Technology

    Taipei, Taiwan

    1 h-index

    1 publications

    21 citations

  6. National Chengchi University

    Taipei, Taiwan

    1 h-index

    2 publications

    156 citations

  7. Viet Nam University Of Traditional Medicine

    Hanoi, Vietnam

    1 h-index

    4 publications

    84 citations

  8. Université du Québec à Montréal

    Montreal, Canada

    1 h-index

    2 publications

    20 citations

1–8 of 70

Venues

  1. IEEE Transactions on Software Engineering

    TSE · 2 publications · 500 citations

    2

    h-index

  2. Axioms

    1 publications · 21 citations

    1

    h-index

  3. IEEE Internet of Things Journal

    1 publications · 31 citations

    1

    h-index

  4. RePEc: Research Papers in Economics

    Repository · 1 publications · 22 citations

    1

    h-index

  5. Energies

    1 publications · 25 citations

    1

    h-index

1–5