49 citations · 49 across the 2 of their papers we have counts for
3 papers
cs.LG2021
Table2Vec: Automated Universal Representation Learning to Encode All-round Data DNA for Benchmarkable and Explainable Enterprise Data Science
Longbing Cao, Chengzhang Zhu
Enterprise data typically involves multiple heterogeneous data sources and external data that respectively record business activities, transactions, customer demographics, status,…
cs.LG2021
Personalized next-best action recommendation with multi-party interaction learning for automated decision-making
Longbing Cao, Chengzhang Zhu
Automated next-best action recommendation for each customer in a sequential, dynamic and interactive context has been widely needed in natural, social and business decision-making.…
cs.LG2020★ 49 cited
Unsupervised Heterogeneous Coupling Learning for Categorical Representation
Chengzhang Zhu, Longbing Cao, Jianping Yin
Complex categorical data is often hierarchically coupled with heterogeneous relationships between attributes and attribute values and the couplings between objects. Such value-to-o…