Xavier Sumba

Publication Activity (10 Years)

Years Active: 2016-2021
Publications (10 Years): 9

Top Topics

Expectation Propagation

Semantically Rich

Gaussian Process

Top Venues

Canadian Conference on AI

Publications

Xavier Sumba, Nuha Zamzami, Nizar Bouguila
Clustering Count Data with Stochastic Expectation Propagation. ACIIDS (2021)
Edward Elson Kosasih, Joaquín Cabezas, Xavier Sumba, Piotr Bielak, Kamil Tagowski, Kelvin Idanwekhai, Benedict Aaron Tjandra, Arian Rokkum Jamasb
On Graph Neural Network Ensembles for Large-Scale Molecular Property Prediction. CoRR (2021)
Xavier Sumba, Nizar Bouguila
Improving Classification Using Topic Correlation and Expectation Propagation. Canadian Conference on AI (2020)
Xavier Sumba, Nuha Zamzami, Nizar Bouguila
Improving the EDCM Mixture Model with Expectation Propagation. FLAIRS Conference (2020)
José Segarra, Xavier Sumba, José Ortiz, Ronald Gualán, Mauricio Espinoza Mejía, Víctor Saquicela
Author-Topic Classification Based on Semantic Knowledge. KGSWC (2019)
José Ortiz, Xavier Sumba, José Segarra, Víctor Saquicela
Semantically Identifying Regional-Indexed Publications, a Web-Exploring Approach. CLEI (2018)
Xavier Sumba, José Segarra, José Ortiz, Boris Villazón-Terrazas, Mauricio Espinoza, Victor Saquicela
REDI: A Linked Data-Powered Research Networking Platform. ESWC (Satellite Events) (2018)
José Ortiz, José Segarra, Xavier Sumba, Jose Cullcay, Mauricio Espinoza, Victor Saquicela
Authors semantic disambiguation on heterogeneous bibliographic sources. CLEI (2017)
Xavier Sumba, Freddy Sumba, Andres Tello, Fernando Baculima, Mauricio Espinoza, Victor Saquicela
Detecting Similar Areas of Knowledge Using Semantic and Data Mining Technologies. CLEI Selected Papers (2016)