no code implementations • 23 Apr 2024 • Rayner Kay Jin Tan, Dilruk Perera, Salomi Arasaratnam, Yudara Kularathne
From July 2022 to October 2022, a total of 1000 Mpox related images had been used to train the Mpox symptom checker tool.
no code implementations • 25 Aug 2020 • Dilruk Perera, Roger Zimmermann
The abundance of information in web applications make recommendation essential for users as well as applications.
no code implementations • 25 Aug 2020 • Dilruk Perera, Roger Zimmermann
The resultant user preferences are used in a Siamese network based neural recommender architecture.
no code implementations • 25 Aug 2020 • Dilruk Perera, Roger Zimmermann
The solution first learns historical user models in the target network by aggregating user preferences from multiple source networks.
no code implementations • 25 Aug 2020 • Dilruk Perera, Roger Zimmermann
Existing models (1) fail to capture complex non-linear relationships in user interactions, and (2) are designed for offline settings hence, not updated online with incoming interactions to capture the dynamics in the recommender environment.