100 citations · 206 across the 21 of their papers we have counts for
7 papers · 1 filter
Recursive Attentive Methods with Reused Item Representations for Sequential Recommendation
Bo Peng, Srinivasan Parthasarathy, Xia Ning
Sequential recommendation aims to recommend the next item of users' interest based on their historical interactions. Recently, the self-attention mechanism has been adapted for seq…
Prospective Preference Enhanced Mixed Attentive Model for Session-based Recommendation
Bo Peng, Chang-Yu Tai, Srinivasan Parthasarathy +1
Session-based recommendation aims to generate recommendations for the next item of users' interest based on a given session. In this manuscript, we develop prospective preference e…
Trust your neighbors: A comprehensive survey of neighborhood-based methods for recommender systems
Athanasios N. Nikolakopoulos, Xia Ning, Christian Desrosiers +1
Collaborative recommendation approaches based on nearest-neighbors are still highly popular today due to their simplicity, their efficiency, and their ability to produce accurate a…
Improving information retrieval from electronic health records using dynamic and multi-collaborative filtering
Ziwei Fan, Evan Burgun, Zhiyun Ren +2
Due to the rapid growth of information available about individual patients, most physicians suffer from information overload when they review patient information in health informat…
A Pipeline to Understand Emerging Illness via Social Media Data Analysis: A Case Study on Breast Implant Illness
Vishal Dey, Peter Krasniak, Minh Nguyen +2
Background: A new illness could first come to the public attention over social media before it is medically defined, formally documented or systematically studied. One example is a…
Hybrid Collaborative Filtering Models for Clinical Search Recommendation
Zhiyun Ren, Bo Peng, Titus K. Schleyer +1
With increasing and extensive use of electronic health records, clinicians are often under time pressure when they need to retrieve important information efficiently among large am…