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08/04/2023
Intensity-free Integral-based Learning of Marked Temporal Point Processes
In the marked temporal point processes (MTPP), a core problem is to para...
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06/20/2023
A System of Monitoring and Analyzing Human Indoor Mobility and Air Quality
Human movements in the workspace usually have non-negligible relations w...
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01/11/2023
Multiple-level Point Embedding for Solving Human Trajectory Imputation with Prediction
Sparsity is a common issue in many trajectory datasets, including human ...
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12/07/2022
CrossPyramid: Neural Ordinary Differential Equations Architecture for Partially-observed Time-series
Ordinary Differential Equations (ODE)-based models have become popular f...
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08/06/2022
Imagining Future Digital Assistants at Work: A Study of Task Management Needs
Digital Assistants (DAs) can support workers in the workplace and beyond...
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12/13/2021
Translating Human Mobility Forecasting through Natural Language Generation
Existing human mobility forecasting models follow the standard design of...
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09/30/2021
PIETS: Parallelised Irregularity Encoders for Forecasting with Heterogeneous Time-Series
Heterogeneity and irregularity of multi-source data sets present a signi...
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09/30/2021
MobTCast: Leveraging Auxiliary Trajectory Forecasting for Human Mobility Prediction
Human mobility prediction is a core functionality in many location-based...
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08/26/2020
Joint Modelling of Cyber Activities and Physical Context to Improve Prediction of Visitor Behaviors
This paper investigates the Cyber-Physical behavior of users in a large ...
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07/31/2020
Seating preference analysis for hybrid workplaces
Due to the increasing nature of flexible work and the recent requirement...
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07/30/2020
G-CREWE: Graph CompREssion With Embedding for Network Alignment
Network alignment is useful for multiple applications that require incre...
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05/27/2020
An Ambient-Physical System to Infer Concentration in Open-plan Workplace
One of the core challenges in open-plan workspaces is to ensure a good l...
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02/09/2020