Concepedia

Knowledge-driven Interpretation

Knowledge-Driven Interpretation is an analytical approach within multi-omics interpretation that integrates prior biological knowledge to guide the inference and contextualization of omics data, distinguishing it from data-driven methods by its reliance on curated, domain-specific information to generate biologically meaningful insights.

81

Publications

3.5K

Citations

351

Authors

172

Institutions

Publications per year

2017–2026

33

Parents

Publications

81

Knowledge-based interpretation of outdoor natural color scenes

Computer Vision Graphics and Image Processing · 1985 · 187 citations

, , +11

PROMETHEE II: A knowledge-driven method for copper exploration

Maysam Abedi, S. Ali Torabi, Gholam‐Hossain Norouzi et al. · Computers & Geosciences · 2011 · 144 citations

, , +3

Knowledge-directed interpretation of mechanical engineering drawings

S.H. Joseph, Tony Pridmore · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1992 · 141 citations

, , +10

Comparison of the Data-Driven Random Forests Model and a Knowledge-Driven Method for Mineral Prospectivity Mapping: A Case Study for Gold Deposits Around the Huritz Group and Nueltin Suite, Nunavut, Canada

G McKay, Jay R. Harris · Natural Resources Research · 2015 · 132 citations

, , +17

Speech to Infants as Hyperspeech: Knowledge-Driven Processes in Early Word Recognition

Anne Fernald · Phonetica · 2000 · 128 citations

, , +17

1–5 of 81

Authors

351

  1. GN
    Gholam‐Hossain Norouzi

    University of Tehran, Iran

    4 publications · 325 citations

    4

    h-index

  2. MA
    Maysam Abedi

    University of Tehran, Iran

    4 publications · 325 citations

    4

    h-index

  3. GN
    Goran Nenadić

    University of Manchester, United Kingdom

    2 publications · 102 citations

    2

    h-index

  4. SH
    Sarah H. Creem-Regehr

    University of Utah, United States

    2 publications · 44 citations

    2

    h-index

  5. MH
    Mohammad Hamzeh

    University of Tehran, Iran

    2 publications · 223 citations

    2

    h-index

1–5 of 351

Institutions

172

  1. University of Tehran

    Tehran, Iran

    4 h-index

    14 publications

    1.3K citations

  2. UNSW Sydney

    Sydney, Australia

    3 h-index

    14 publications

    614 citations

  3. Geological Survey of Canada

    Ottawa, Canada

    2 h-index

    2 publications

    152 citations

  4. University of Southern California

    Los Angeles, United States

    2 h-index

    9 publications

    246 citations

  5. Baylor College of Medicine

    Houston, United States

    2 h-index

    21 publications

    877 citations

  6. Université de Rennes

    Rennes, France

    2 h-index

    3 publications

    131 citations

  7. University of Sheffield

    Sheffield, United Kingdom

    2 h-index

    2 publications

    154 citations

  8. Case Western Reserve University

    Cleveland, United States

    2 h-index

    2 publications

    84 citations

1–8 of 172

Venues

  1. BMC Bioinformatics

    3 publications · 107 citations

    3

    h-index

  2. Ore Geology Reviews

    3 publications · 117 citations

    3

    h-index

  3. IEEE Transactions on Medical Imaging

    3 publications · 182 citations

    3

    h-index

  4. 3

    h-index

  5. arXiv (Cornell University)

    Repository · 2 publications · 29 citations

    2

    h-index

1–5