Concepedia

Attribute Normalization

Attribute Normalization is a methodological process in product catalog management that standardizes heterogeneous attribute representations into a consistent format to enable interoperability, comparison, and integration across diverse product data sources.

48

Publications

3.1K

Citations

143

Authors

75

Institutions

Publications per year

2017–2026

14

Parents

Publications

48

Global discretization of continuous attributes as preprocessing for machine learning

Michal R. Chmielewski, Jerzy W. Grzymala‐Busse · International Journal of Approximate Reasoning · 1996 · 347 citations · Full text

, , +16

A state-of-the-art survey on the influence of normalization techniques in ranking: Improving the materials selection process in engineering design

Ali Jahan, K.L. Edwards · Materials & Design (1980-2015) · 2014 · 315 citations

, , +16

The effect of normalization norms in multiple attribute decision making models: a case study in gear material selection

Abbas S. Milani, Ali Shanian, Reza Madoliat et al. · Structural and Multidisciplinary Optimization · 2004 · 284 citations

, , +15

Normalization as a Preprocessing Engine for Data Mining and the Approach of Preference Matrix

Luai Al-Shalabi, Zyad Shaaban · 2006 · 229 citations

, , +13

Comparative Analysis of Normalization Procedures in TOPSIS Method: With an Application to Turkish Deposit Banking Market

Aydın Çelen · Informatica · 2014 · 177 citations · Full text

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1–5 of 48

Authors

143

  1. YQ
    Yuhua Qian

    Shanxi University, China

    2 publications · 134 citations

    2

    h-index

  2. CY
    Chung‐Hsing Yeh

    Monash University, Australia

    2 publications · 241 citations

    2

    h-index

  3. SC
    Subrata Chakraborty

    University of Technology Sydney, Australia

    2 publications · 241 citations

    2

    h-index

  4. AJ
    Ali Jahan

    Islamic Azad University Semnan, Iran

    2 publications · 330 citations

    2

    h-index

  5. MZ
    Michael Zwicky Hauschild

    Technical University of Denmark, Denmark

    2 publications · 122 citations

    2

    h-index

1–5 of 143

Institutions

75

  1. Columbia University

    New York, United States

    3 h-index

    4 publications

    150 citations

  2. Korea Advanced Institute of Science and Technology

    Daejeon, South Korea

    2 h-index

    2 publications

    27 citations

  3. Ufa State Petroleum Technological University

    Ufa, Russia

    2 h-index

    2 publications

    61 citations

  4. Monash University

    Melbourne, Australia

    2 h-index

    4 publications

    482 citations

  5. Technical University of Denmark

    Kongens Lyngby, Denmark

    2 h-index

    7 publications

    415 citations

  6. Jiangsu University of Science and Technology

    Zhenjiang, China

    2 h-index

    10 publications

    670 citations

  7. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    2 h-index

    6 publications

    201 citations

  8. Islamic Azad University Semnan

    Semnan, Iran

    2 h-index

    2 publications

    330 citations

1–8 of 75

Venues

  1. The International Journal of Life Cycle Assessment

    LCA · 3 publications · 149 citations

    3

    h-index

  2. AIP conference proceedings

    2 publications · 68 citations

    2

    h-index

  3. Information Processing & Management

    2 publications · 27 citations

    2

    h-index

  4. Expert Systems with Applications

    1 publications · 26 citations

    1

    h-index

  5. 1

    h-index

1–5