Sophie Pavia

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 8

Top Topics

Structured Data

Associative Classifiers

Top Venues

J. Data Intell.

Publications

Michael N. Gubanov, Anna Pyayt, Sophie Pavia
Learning Circular Tabular Embeddings for Heterogeneous Large-scale Structured Datasets. DOLAP (2023)
Michael N. Gubanov, Sophie Pavia, Anna Pyayt, William Goble
Leveraging Scalable Profiling to Learn and Visualize the Latest Trustworthy COVID-19 Medical Research Findings. CIKM (2022)
Sophie Pavia, Juan Carlos Martínez Mori, Aryaman Sharma, Philip Pugliese, Abhishek Dubey, Samitha Samaranayake, Ayan Mukhopadhyay
Designing Equitable Transit Networks. CoRR (2022)
Michael N. Gubanov, Anna Pyayt, Sophie Pavia
Visualizing and Querying Large-scale Structured Datasets by Learning Multi-layered 3D Meta-Profiles. Big Data (2022)
Sophie Pavia, Rituparna Khan, Anna Pyayt, Michael N. Gubanov
Simplifying Access to Large-scale Structured Datasets by Meta-Profiling with Scalable Training Set Enrichment. SIGMOD Conference (2022)
Sophie Pavia, Nick Piraino, Kazi Islam, Anna Pyayt, Michael N. Gubanov
Hybrid Metadata Classification in Large-scale Structured Datasets. J. Data Intell. 3 (4) (2022)
Montasir Shams, Sophie Pavia, Rituparna Khan, Anna Pyayt, Michael N. Gubanov
Towards Unveiling Dark Web Structured Data. IEEE BigData (2021)
Sophie Pavia, Montasir Shams, Rituparna Khan, Anna Pyayt, Michael N. Gubanov
Learning Tabular Embeddings at Web Scale. IEEE BigData (2021)