28 citations · 68 across the 18 of their papers we have counts for
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cs.LG2021★ 2 cited
Kernel Clustering with Sigmoid-based Regularization for Efficient Segmentation of Sequential Data
Tung Doan, Atsuhiro Takasu
Kernel segmentation aims at partitioning a data sequence into several non-overlapping segments that may have nonlinear and complex structures. In general, it is formulated as a dis…
cs.LG2020★ 3 cited
Multi-Partition Embedding Interaction with Block Term Format for Knowledge Graph Completion
Hung Nghiep Tran, Atsuhiro Takasu
Knowledge graph completion is an important task that aims to predict the missing relational link between entities. Knowledge graph embedding methods perform this task by representi…
cs.LG2019★ 7 cited
Analyzing Knowledge Graph Embedding Methods from a Multi-Embedding Interaction Perspective
Hung Nghiep Tran, Atsuhiro Takasu
Knowledge graph is a popular format for representing knowledge, with many applications to semantic search engines, question-answering systems, and recommender systems. Real-world k…