6 citations · 8 across the 3 of their papers we have counts for
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cs.LG2024★ 2 cited
Graph Neural Network Approach to Semantic Type Detection in Tables
Ehsan Hoseinzade, Ke Wang
This study addresses the challenge of detecting semantic column types in relational tables, a key task in many real-world applications. While language models like BERT have improve…
cs.LG2019★ 6 cited
U-CNNpred: A Universal CNN-based Predictor for Stock Markets
Ehsan Hoseinzade, Saman Haratizadeh, Arash Khoeini
The performance of financial market prediction systems depends heavily on the quality of features it is using. While researchers have used various techniques for enhancing the stoc…
cs.LG2018
CNNPred: CNN-based stock market prediction using several data sources
Ehsan Hoseinzade, Saman Haratizadeh
Feature extraction from financial data is one of the most important problems in market prediction domain for which many approaches have been suggested. Among other modern tools, co…