Carlotta Domeniconi

On-line LDA: Adaptive Topic Models for Mining Text Streams with Applications to Topic Detection and Tracking

Loulwah AlSumait, Daniel Barbará, Carlotta Domeniconi · 2008 · 416 citations

Engineering, Streaming Algorithm, Online Topic Model +20

Predicting protein functions using incomplete hierarchical labels

Guoxian Yu, Hailong Zhu, Carlotta Domeniconi · BMC Bioinformatics · 2015 · 354 citations · Full text

Locally adaptive metric nearest-neighbor classification

Carlotta Domeniconi, Jing Peng, Dimitrios Gunopulos · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2002 · 306 citations

Nearest-neighbor Classification, Engineering, Machine Learning +17

Locally adaptive metrics for clustering high dimensional data

Carlotta Domeniconi, Dimitrios Gunopulos, Sheng Ma et al. · Data Mining and Knowledge Discovery · 2007 · 238 citations

Document Clustering, Engineering, Data Science +7

Matrix factorization-based data fusion for the prediction of lncRNA–disease associations

Guangyuan Fu, Jun Wang, Carlotta Domeniconi et al. · Bioinformatics · 2017 · 234 citations · Full text