Concepedia

Feature-to-decision Mapping

Feature-To-Decision Mapping is a late fusion strategy that integrates extracted features from multiple modalities by directly transforming them into a final decision through a learned or predefined mapping function, thereby distinguishing itself from intermediate fusion approaches by operating at the decision level rather than the feature or score level.

4

Publications

525

Citations

14

Authors

5

Institutions

Publications per year

2017–2026

2

Parents

Publications

4

Feature fusion: parallel strategy vs. serial strategy

Jian Yang, Jian Yang, Jing Yang et al. · Pattern Recognition · 2003 · 457 citations

, , +11

Discernibility matrix based incremental feature selection on fused decision tables

Ye Liu, Lidi Zheng, Yeliang Xiu et al. · International Journal of Approximate Reasoning · 2019 · 42 citations

, , +13

A Feature-based Approach to Fast H.264 Intra/Inter Mode Decision

Changsung Kim, C.‐C. Jay Kuo · 2005 · 16 citations

, , +16

A new adaptive feature fusion and selection network for intelligent transportation systems

Baoxin Shi, Yuanhong Liu, Shixiang Lü et al. · Control Engineering Practice · 2024 · 10 citations

, , +16

1–4 of 4

Authors

14

  1. YL
    Ye Liu

    University of Science and Technology of China, China

    1 publications · 42 citations

    1

    h-index

  2. XW
    Xizhao Wang

    Shenzhen University, China

    1 publications · 42 citations

    1

    h-index

  3. DZ
    David Zhang

    Hong Kong Polytechnic University, Hong Kong SAR China

    1 publications · 457 citations

    1

    h-index

  4. JL
    Jian-feng Lu

    Hong Kong Polytechnic University, Hong Kong SAR China

    1 publications · 457 citations

    1

    h-index

  5. JY
    Jian Yang

    Nanjing University of Science and Technology, China

    2 publications · 914 citations

    1

    h-index

1–5 of 14

Institutions

5

  1. Renmin University of China

    Beijing, China

    1 h-index

    7 publications

    294 citations

  2. Shenzhen University

    Shenzhen, China

    1 h-index

    1 publications

    42 citations

  3. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    1 h-index

    5 publications

    2.3K citations

  4. University of Southern California

    Los Angeles, United States

    1 h-index

    2 publications

    32 citations

  5. Nanjing University of Science and Technology

    Nanjing, China

    1 h-index

    5 publications

    2.3K citations

  6. Northeast Petroleum University

    Daqing, China

    1 publications

    10 citations

1–6 of 5

Venues

  1. 1

    h-index

  2. Pattern Recognition

    1 publications · 457 citations

    1

    h-index

  3. Control Engineering Practice

    1 publications · 10 citations

1–3