Concepedia

Contextual Feature Representation

Contextual Feature Representation is a modeling construct that captures and formalizes environmental, situational, and user-dependent variables influencing user preferences, distinguished by its integration of dynamic contextual information into feature embeddings to enhance the personalization and accuracy of recommendations in context-aware systems.

459

Publications

27.4K

Citations

1.7K

Authors

563

Institutions

Publications per year

2017–2026

313

Parents

Publications

459

Modeling User Activity Preference by Leveraging User Spatial Temporal Characteristics in LBSNs

Dingqi Yang, Daqing Zhang, Vincent W. Zheng et al. · IEEE Transactions on Systems Man and Cybernetics Systems · 2014 · 810 citations

, , +17

Contextual Transformer Networks for Visual Recognition

Yehao Li, Ting Yao, Yingwei Pan et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2022 · 701 citations

, , +14

TS2Vec: Towards Universal Representation of Time Series

Zhihan Yue, Yujing Wang, Juanyong Duan et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2022 · 668 citations · Full text

, , +13

Achieving incremental semantic interpretation through contextual representation

Julie Sedivy, Michael K. Tanenhaus, Craig G. Chambers et al. · Cognition · 1999 · 557 citations

, , +11

Latent feature representation with stacked auto-encoder for AD/MCI diagnosis

Heung‐Il Suk, Seong–Whan Lee, Dinggang Shen · Brain Structure and Function · 2013 · 520 citations · Full text

, , +16

1–5 of 459

Authors

1.7K

  1. HX
    Hui Xiong

    Rutgers, The State University of New Jersey, United States

    9 publications · 529 citations

    9

    h-index

  2. EC
    Enhong Chen

    University of Science and Technology of China, China

    7 publications · 391 citations

    7

    h-index

  3. YL
    Yong Li

    Tsinghua University, China

    4 publications · 71 citations

    4

    h-index

  4. FR
    Francesco Ricci⋆

    Free University of Bozen-Bolzano, Italy

    4 publications · 166 citations

    4

    h-index

  5. BM
    Bamshad Mobasher

    DePaul University, United States

    4 publications · 177 citations

    4

    h-index

1–5 of 1.7K

Institutions

563

  1. University of Science and Technology of China

    Hefei, China

    15 h-index

    42 publications

    2.5K citations

  2. Chinese Academy of Sciences

    Beijing, China

    14 h-index

    45 publications

    2.8K citations

  3. Beijing University of Posts and Telecommunications

    Beijing, China

    12 h-index

    34 publications

    1.3K citations

  4. Tsinghua University

    Beijing, China

    12 h-index

    43 publications

    1.6K citations

  5. University of Chinese Academy of Sciences

    Beijing, China

    9 h-index

    31 publications

    2.7K citations

  6. Peking University

    Beijing, China

    9 h-index

    21 publications

    5.1K citations

  7. Wuhan University

    Wuhan, China

    9 h-index

    24 publications

    1.4K citations

  8. Microsoft Research Asia (China)

    Beijing, China

    8 h-index

    11 publications

    936 citations

1–8 of 563

Venues

  1. arXiv (Cornell University)

    Repository · 30 publications · 1.9K citations

    21

    h-index

  2. IEEE Access

    25 publications · 672 citations

    18

    h-index

  3. Remote Sensing

    13 publications · 671 citations

    13

    h-index

  4. Expert Systems with Applications

    11 publications · 578 citations

    11

    h-index

  5. 8

    h-index

1–5