C-DEM: A Multi-Modal Query System for Drosophila Embryo Databases
Summary: C-DEM unifies gene, image, and annotation-keyword queries over Drosophila embryo data. A tripartite graph with image features and random-walk-with-restart proximity enables multimodal search and navigation, returning results in under a second. (summarized by gpt-5.6-luna on Jul 24 2026)
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Authors
- 1. Fan Guo (Carnegie Mellon University)
- 2. Lei Li (Carnegie Mellon University)
- 3. Christos Faloutsos (Carnegie Mellon University)
- 4. Eric P. Xing (Carnegie Mellon University)
BibTeX Citation
@article{guo_vldb08,
title = {{C-DEM: A Multi-Modal Query System for Drosophila Embryo Databases}},
author = {Guo, Fan and Li, Lei and Faloutsos, Christos and Xing, Eric P.},
journal = {PVLDB},
series = {{VLDB} '08},
volume = {1},
number = {2},
pages = {1508--1509},
doi = {10.14778/1454159.1454214},
url = {https://doi.org/10.14778/1454159.1454214},
year = {2008}
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Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 285 | ObjectRank: Authority-Based Keyword Search in Databases | 2004 | VLDB | 0.00022365284 |
| 2,211 | Relational link-based ranking | 2004 | VLDB | 8.9422791e-05 |
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