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Sophie Pavia
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Learning Tabular Embeddings at Web Scale
S Pavia, M Shams, R Khan, A Pyayt, M Gubanov
2021 IEEE International Conference on Big Data (Big Data), 4936-4944, 2021
42021
Simplifying Access to Large-scale Structured Datasets by Meta-Profiling with Scalable Training Set Enrichment
S Pavia, R Khan, A Pyayt, M Gubanov
Proceedings of the 2022 International Conference on Management of Data, 2377 …, 2022
32022
Hybrid Metadata Classification in Large-scale Structured Datasets.
S Pavia, N Piraino, K Islam, A Pyayt, MN Gubanov
J. Data Intell. 3 (4), 460-473, 2022
32022
Visualizing and Querying Large-scale Structured Datasets by Learning Multi-layered 3D Meta-Profiles
M Gubanov, A Pyayt, S Pavia
2022 IEEE International Conference on Big Data (Big Data), 734-739, 2022
22022
Towards Unveiling Dark Web Structured Data
M Shams, S Pavia, R Khan, A Pyayt, M Gubanov
2021 IEEE International Conference on Big Data (Big Data), 5275-5282, 2021
22021
Designing Equitable Transit Networks
S Pavia, J Mori, A Sharma, P Pugliese, A Dubey, S Samaranayake, ...
arXiv preprint arXiv:2212.12007, 2022
12022
Data-Driven Algorithms for Smart Transportation Systems
M Wilbur
2023
Learning Circular Tabular Embeddings for Heterogeneous Large-scale Structured Datasets
𝑀 𝐺𝑢𝑏𝑎𝑛𝑜𝑣, 𝐴 𝑃𝑦𝑎𝑦𝑡, 𝑆 𝑃𝑎𝑣𝑖𝑎
2023
Learning Circular Tabular Embeddings for Heterogeneous Large-scale Structured Datasets.
MN Gubanov, A Pyayt, S Pavia
DOLAP, 86-90, 2023
2023
Leveraging Scalable Profiling to Learn and Visualize the Latest Trustworthy COVID-19 Medical Research Findings
M Gubanov, S Pavia, A Pyayt, W Goble
Proceedings of the 31st ACM International Conference on Information …, 2022
2022
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