Concepedia

Information Loss Analysis

Information Loss Analysis is a methodological framework within data abstraction that systematically quantifies the reduction or distortion of semantic content resulting from data simplification processes, distinguishing it from other abstraction assessments by its focus on measurable fidelity loss in representational integrity.

1.3K

Publications

73.5K

Citations

3.5K

Authors

1.3K

Institutions

Publications per year

2017–2026

613

Parents

Publications

1.3K

Information Theory and Statistical Mechanics. II

E. T. Jaynes · Physical Review · 1957 · 3.2K citations

, , +16

Are Transformers Effective for Time Series Forecasting?

Ailing Zeng, Muxi Chen, Lei Zhang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2023 · 2.6K citations · Full text

, , +15

Mfuzz: A software package for soft clustering of microarray data

Lokesh Kumar, Matthias E. Futschik · Bioinformation · 2007 · 2.1K citations · Full text

, , +11

Unsupervised feature selection using feature similarity

Pabitra Mitra, C.A. Murthy, Sankar K. Pal · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2002 · 1.5K citations

, , +17

Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification

Weijian Deng, Liang Zheng, Qixiang Ye et al. · 2018 · 1K citations

, , +12

1–5 of 1.3K

Authors

3.5K

  1. VT
    Vicenç Torra

    Artificial Intelligence Research Institute, Spain

    5 publications · 73 citations

    5

    h-index

  2. SB
    Steven B. Giddings

    University of California, Santa Barbara, United States

    5 publications · 480 citations

    5

    h-index

  3. FN
    Feiping Nie

    Northwestern Polytechnical University, China

    5 publications · 116 citations

    5

    h-index

  4. MO
    Masafumi Oizumi

    RIKEN Center for Brain Science, Japan

    4 publications · 121 citations

    4

    h-index

  5. HW
    Hua Wang

    Victoria University, Australia

    4 publications · 110 citations

    4

    h-index

1–5 of 3.5K

Institutions

1.3K

  1. University of Electronic Science and Technology of China

    Chengdu, China

    15 h-index

    50 publications

    2.3K citations

  2. Tsinghua University

    Beijing, China

    15 h-index

    42 publications

    1.9K citations

  3. Chinese Academy of Sciences

    Beijing, China

    15 h-index

    60 publications

    6.5K citations

  4. University of Illinois Urbana-Champaign

    Urbana, United States

    13 h-index

    32 publications

    1.1K citations

  5. Northwestern Polytechnical University

    Xi'an, China

    13 h-index

    43 publications

    1.3K citations

  6. Harbin Institute of Technology

    Harbin, China

    13 h-index

    35 publications

    2.8K citations

  7. Peking University

    Beijing, China

    13 h-index

    45 publications

    3.4K citations

  8. University of Chinese Academy of Sciences

    Beijing, China

    12 h-index

    28 publications

    4.5K citations

1–8 of 1.3K

Venues

  1. arXiv (Cornell University)

    Repository · 58 publications · 3.5K citations

    28

    h-index

  2. IEEE Access

    25 publications · 785 citations

    18

    h-index

  3. Journal of High Energy Physics

    JHEP · 20 publications · 1.1K citations

    18

    h-index

  4. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 14 publications · 1.3K citations

    14

    h-index

  5. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 14 publications · 3.6K citations

    14

    h-index

1–5