Concepedia

Data Model Simplification

Data Model Simplification is a data abstraction technique that reduces the complexity of a data model by eliminating redundant or less significant components while preserving its essential structure and semantic integrity.

11

Publications

1.1K

Citations

28

Authors

19

Institutions

Publications per year

2017–2026

5

Parents

Publications

11

Regression and Ordered Categorical Variables

J. Anderson · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1984 · 572 citations

, , +13

Discernibility matrix simplification for constructing attribute reducts

Yiyu Yao, Yan Zhao · Information Sciences · 2008 · 245 citations

, , +11

A Survey on Large-Scale Machine Learning

Meng Wang, Weijie Fu, Xiangnan He et al. · IEEE Transactions on Knowledge and Data Engineering · 2020 · 132 citations

, , +15

A new class of MODWT-SVM-DE hybrid model emphasizing on simplification structure in data pre-processing: A case study of annual electricity consumptions

Thoranin Sujjaviriyasup · Applied Soft Computing · 2017 · 22 citations

, , +17

Lightweight surrogate random forest support for model simplification and feature relevance

Sangwon Kim, Mira Jeong, Byoung Chul Ko · Applied Intelligence · 2021 · 22 citations

, , +16

1–5 of 11

Authors

28

  1. BC
    Byoung Chul Ko

    Keimyung University, South Korea

    1 publications · 22 citations

    1

    h-index

  2. XB
    Xuhui Bu

    Henan Polytechnic University, China

    1 publications · 11 citations

    1

    h-index

  3. XH
    Xiangnan He

    University of Science and Technology of China, China

    1 publications · 132 citations

    1

    h-index

  4. MJ
    Mira Jeong

    Keimyung University, South Korea

    1 publications · 22 citations

    1

    h-index

  5. WF
    Weijie Fu

    Hefei University of Technology, China

    1 publications · 132 citations

    1

    h-index

1–5 of 28

Institutions

19

  1. Wuhan University

    Wuhan, China

    1 h-index

    3 publications

    51 citations

  2. Qingdao University of Science and Technology

    Qingdao, China

    1 h-index

    1 publications

    11 citations

  3. Keimyung University

    Daegu, South Korea

    1 h-index

    3 publications

    66 citations

  4. University of Regina

    Regina, Canada

    1 h-index

    2 publications

    490 citations

  5. Beijing Jiaotong University

    Beijing, China

    1 h-index

    2 publications

    22 citations

  6. Synlab Czech (Czechia)

    Prague, Czechia

    1 h-index

    1 publications

    12 citations

  7. Eindhoven University of Technology

    Eindhoven, The Netherlands

    1 h-index

    2 publications

    28 citations

  8. Télécom Paris

    Palaiseau, France

    1 h-index

    1 publications

    12 citations

1–8 of 19

Venues

  1. 1

    h-index

  2. SoftwareX

    1 publications · 12 citations

    1

    h-index

  3. Knowledge and Information Systems

    1 publications · 17 citations

    1

    h-index

  4. Transportation Research Part B Methodological

    1 publications · 14 citations

    1

    h-index

  5. Applied Intelligence

    1 publications · 22 citations

    1

    h-index

1–5