Concepedia

Path-based Features

Path-Based Features is a graph feature engineering method that derives node or graph representations by analyzing structural and semantic characteristics of paths—such as shortest, random, or contextual walks—within a graph, thereby distinguishing itself from node- or edge-centric approaches through its focus on relational sequences.

64

Publications

3.5K

Citations

215

Authors

106

Institutions

Publications per year

2017–2026

34

Parents

Publications

64

Learning Syntactic Patterns for Automatic Hypernym Discovery

Rion Snow, Daniel Jurafsky, Andrew Y. Ng · Neural Information Processing Systems · 2004 · 676 citations

, , +16

Co-author Relationship Prediction in Heterogeneous Bibliographic Networks

Yizhou Sun, Rick Barber, Manish Gupta et al. · 2011 · 449 citations

, , +13

Top-N recommendations from implicit feedback leveraging linked open data

Vito Claudio Ostuni, Tommaso Di Noia, Eugenio Di Sciascio et al. · 2013 · 151 citations

, , +16

Discriminative reordering with Chinese grammatical relations features

Pi-Chuan Chang, Huihsin Tseng, Dan Jurafsky et al. · 2009 · 151 citations · Full text

, , +17

Predicting disease-associated circular RNAs using deep forests combined with positive-unlabeled learning methods

Xiangxiang Zeng, Yue Zhong, Wei Lin et al. · Briefings in Bioinformatics · 2019 · 143 citations · Full text

, , +13

1–5 of 64

Authors

215

  1. LJ
    Lianwen Jin

    South China University of Technology, China

    3 publications · 113 citations

    3

    h-index

  2. WY
    Weixin Yang

    South China University of Technology, China

    3 publications · 113 citations

    3

    h-index

  3. RB
    Regina Barzilay

    Massachusetts Institute of Technology, United States

    3 publications · 81 citations

    3

    h-index

  4. TJ
    Tommi Jaakkola

    Massachusetts Institute of Technology, United States

    3 publications · 81 citations

    3

    h-index

  5. DM
    David M. Upton

    University of Oxford, United Kingdom

    3 publications · 64 citations

    3

    h-index

1–5 of 215

Institutions

106

  1. University of Electronic Science and Technology of China

    Chengdu, China

    3 h-index

    4 publications

    228 citations

  2. Xiamen University

    Xiamen, China

    2 h-index

    6 publications

    346 citations

  3. Beijing University of Posts and Telecommunications

    Beijing, China

    2 h-index

    4 publications

    84 citations

  4. Beihang University

    Beijing, China

    2 h-index

    4 publications

    43 citations

  5. Stanford University

    Stanford, United States

    2 h-index

    6 publications

    2.5K citations

  6. Technische Universität Braunschweig

    Braunschweig, Germany

    2 h-index

    4 publications

    86 citations

  7. University of Washington

    Seattle, United States

    2 h-index

    2 publications

    146 citations

  8. Carnegie Mellon University

    Pittsburgh, United States

    2 h-index

    3 publications

    88 citations

1–8 of 106

Venues

  1. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 3 publications · 105 citations

    3

    h-index

  2. arXiv (Cornell University)

    Repository · 3 publications · 78 citations

    3

    h-index

  3. ChemRxiv

    Repository · 2 publications · 59 citations

    2

    h-index

  4. BMC Medical Informatics and Decision Making

    1 publications · 19 citations

    1

    h-index

  5. Pattern Recognition

    1 publications · 104 citations

    1

    h-index

1–5