8 citations · 10 across the 12 of their papers we have counts for
4 papers · 1 filter
PathletRL++: Optimizing Trajectory Pathlet Extraction and Dictionary Formation via Reinforcement Learning
Gian Alix, Arian Haghparast, Manos Papagelis
Advances in tracking technologies have spurred the rapid growth of large-scale trajectory data. Building a compact collection of pathlets, referred to as a trajectory pathlet dicti…
Disease Outbreak Detection and Forecasting: A Review of Methods and Data Sources
Ghazaleh Babanejaddehaki, Aijun An, Manos Papagelis
Infectious diseases occur when pathogens from other individuals or animals infect a person, resulting in harm to both individuals and society as a whole. The outbreak of such disea…
Knowledge-Aware Conversation Derailment Forecasting Using Graph Convolutional Networks
Enas Altarawneh, Ameeta Agrawal, Michael Jenkin +1
Online conversations are particularly susceptible to derailment, which can manifest itself in the form of toxic communication patterns including disrespectful comments and abuse. F…
LearnedWMP: Workload Memory Prediction Using Distribution of Query Templates
Shaikh Quader, Andres Jaramillo, Sumona Mukhopadhyay +5
In a modern DBMS, working memory is frequently the limiting factor when processing in-memory analytic query operations such as joins, sorting, and aggregation. Existing resource es…