3 papers
cs.LG2025
MSAD: A Deep Dive into Model Selection for Time series Anomaly Detection
Emmanouil Sylligardos, John Paparrizos, Themis Palpanas +2
Anomaly detection is a fundamental task for time series analytics with important implications for the downstream performance of many applications. Despite increasing academic inter…
cs.DB2025
Benchmarking Table Extraction from Heterogeneous Scientific PDF Documents
Marijan Soric, Cécile Gracianne, Ioana Manolescu +1
Table Extraction (TE) consists in extracting tables from PDF documents, in a structured format enabling automatic processing. While numerous TE tools exist, the variety of methods…
cs.AI2024
Modular Multimodal Machine Learning for Extraction of Theorems and Proofs in Long Scientific Documents (Extended Version)
Shrey Mishra, Antoine Gauquier, Pierre Senellart
We address the extraction of mathematical statements and their proofs from scholarly PDF articles as a multimodal classification problem, utilizing text, font features, and bitmap…