3 citations · 8 across the 4 of their papers we have counts for
3 papers · 1 filter
METEOR: Learning Memory and Time Efficient Representations from Multi-modal Data Streams
Amila Silva, Shanika Karunasekera, Christopher Leckie +1
Many learning tasks involve multi-modal data streams, where continuous data from different modes convey a comprehensive description about objects. A major challenge in this context…
OMBA: User-Guided Product Representations for Online Market Basket Analysis
Amila Silva, Ling Luo, Shanika Karunasekera +1
Market Basket Analysis (MBA) is a popular technique to identify associations between products, which is crucial for business decision making. Previous studies typically adopt conve…
USTAR: Online Multimodal Embedding for Modeling User-Guided Spatiotemporal Activity
Amila Silva, Shanika Karunasekera, Christopher Leckie +1
Building spatiotemporal activity models for people's activities in urban spaces is important for understanding the ever-increasing complexity of urban dynamics. With the emergence…