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Carlotta Domeniconi
Text Mining
Social Network Analysis
Financial Data Mining
Learning Analytics
About
Carlotta Domeniconi has taught at George Mason University since 2002. Domeniconi's research interests include machine learning, data mining, classification, clustering, and big data, with applications in text mining, social network analysis, financial data mining, and learning analytics.
Research Performance Summary
1997-2025
Active Research Span
First Recorded Paper
Direct gray scale ridge reconstruction in fingerprint images
Year:
1997
Citations:
3
Venue:
International Institute Advanced Scientific Studies, Salerno-Italy
Latest Recorded Paper
Multi-dimensional Causality Fairness Learning
Year:
2025
Citations:
0
Venue:
IEEE Transactions on Knowledge and Data Engineering
Last 10 Years Publication Activity
This timeline shows the professor's yearly publication activity.
Publication Venues and Collaboration
Journal, Conference, and Book Publication Breakdown
Top Coauthors
Domeniconi
Wang
Zhang
Research Impact by Period
Papers
10
Citations
8
Avg. Citations / Paper
0.8
H-Index
2
Papers
69
Citations
967
Avg. Citations / Paper
14
H-Index
20
Papers
58
Citations
1742
Avg. Citations / Paper
30
H-Index
23
Papers
38
Citations
943
Avg. Citations / Paper
24.8
H-Index
16
Papers
39
Citations
2925
Avg. Citations / Paper
75
H-Index
20
Papers
23
Citations
2023
Avg. Citations / Paper
88
H-Index
13
Papers
3
Citations
32
Avg. Citations / Paper
10.7
H-Index
2
Contact and Professional Links
Detected Research Keywords
Protein Function Prediction
Partial Label Learning
Cross Modal Hashing
Semi Supervised Clustering
Instance Label Learning
Nearest Neighbor Classification
Few Shot Partial
Shot Partial Label
Bayesian Co Clustering
Projective Clustering Ensembles