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07/30/2023
Interactive Car-Following: Matters but NOT Always
Following a leading vehicle is a daily but challenging task because it r...
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07/07/2023
Calibrating Car-Following Models via Bayesian Dynamic Regression
Car-following behavior modeling is critical for understanding traffic fl...
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11/28/2022
Discovering Dynamic Patterns from Spatiotemporal Data with Time-Varying Low-Rank Autoregression
The problem of broad practical interest in spatiotemporal data analysis,...
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10/07/2022
Bayesian Calibration of the Intelligent Driver Model
Accurate calibration of car-following models is essential for investigat...
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08/16/2022
Social Interactions for Autonomous Driving: A Review and Perspective
No human drives a car in a vacuum; she/he must negotiate with other road...
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03/20/2022
Nonstationary Temporal Matrix Factorization for Multivariate Time Series Forecasting
Modern time series datasets are often high-dimensional, incomplete/spars...
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12/07/2020
A Novel Hybrid Framework for Hourly PM2.5 Concentration Forecasting Using CEEMDAN and Deep Temporal Convolutional Neural Network
For hourly PM2.5 concentration prediction, accurately capturing the data...
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03/02/2020
Spatiotemporal Learning of Multivehicle Interaction Patterns in Lane-Change Scenarios
Interpretation of common-yet-challenging interaction scenarios can benef...
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07/17/2019
A General Framework of Learning Multi-Vehicle Interaction Patterns from Videos
Semantic learning and understanding of multi-vehicle interaction pattern...
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06/05/2019
PAC-GAN: An Effective Pose Augmentation Scheme for Unsupervised Cross-View Person Re-identification
Person re-identification (person Re-Id) aims to retrieve the pedestrian ...
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10/14/2018
CNN-VWII: An Efficient Approach for Large-Scale Video Retrieval by Image Queries
This paper aims to solve the problem of large-scale video retrieval by a...
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10/01/2018
SVS-JOIN: Efficient Spatial Visual Similarity Join over Multimedia Data
In the big data era, massive amount of multimedia data with geo-tags has...
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09/08/2018
Efficient Multimedia Similarity Measurement Using Similar Elements
Online social networking techniques and large-scale multimedia systems a...
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08/29/2018
Efficient Region of Visual Interests Search for Geo-multimedia Data
With the proliferation of online social networking services and mobile s...
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08/20/2018
An Efficient Approach for Geo-Multimedia Cross-Modal Retrieval
Due to the rapid development of mobile Internet techniques, cloud comput...
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08/08/2018
Efficient Continuous Top-k Geo-Image Search on Road Network
With the rapid development of mobile Internet and cloud computing techno...
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07/31/2018
DFTerNet: Towards 2-bit Dynamic Fusion Networks for Accurate Human Activity Recognition
Deep Convolutional Neural Networks (DCNNs) are currently popular in huma...
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07/08/2018
A Filter of Minhash for Image Similarity Measures
Image similarity measures play an important role in nearest neighbor sea...
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06/23/2018
Temporal Activity Path Based Character Correction in Social Networks
Vast amount of multimedia data contains massive and multifarious social ...
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06/09/2018
Hierarchical Information Quadtree: Efficient Spatial Temporal Image Search for Multimedia Stream
Massive amount of multimedia data that contain times- tamps and geograph...
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06/02/2018
Efficient Interactive Search for Geo-tagged Multimedia Data
Due to the advances in mobile computing and multimedia techniques, there...
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05/29/2018
Hierarchical One Permutation Hashing: Efficient Multimedia Near Duplicate Detection
With advances in multimedia technologies and the proliferation of smart ...
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05/12/2018
HOC-Tree: A Novel Index for efficient Spatio-temporal Range Search
With the rapid development of mobile computing and Web services, a huge ...
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05/05/2018
Efficient Top K Temporal Spatial Keyword Search
Massive amount of data that are geo-tagged and associated with text info...
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01/04/2018