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08/28/2023
Meta Attentive Graph Convolutional Recurrent Network for Traffic Forecasting
Traffic forecasting is a fundamental problem in intelligent transportati...
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04/23/2023
Diffusion Model for GPS Trajectory Generation
With the deployment of GPS-enabled devices and data acquisition technolo...
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03/16/2023
Adaptive Modeling of Uncertainties for Traffic Forecasting
Deep neural networks (DNNs) have emerged as a dominant approach for deve...
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03/13/2023
Traffic Prediction with Transfer Learning: A Mutual Information-based Approach
In modern traffic management, one of the most essential yet challenging ...
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08/11/2022
Uncertainty Quantification for Traffic Forecasting: A Unified Approach
Uncertainty is an essential consideration for time series forecasting ta...
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02/08/2022
Social-DualCVAE: Multimodal Trajectory Forecasting Based on Social Interactions Pattern Aware and Dual Conditional Variational Auto-Encoder
Pedestrian trajectory forecasting is a fundamental task in multiple util...
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10/14/2021
Resource-constrained Federated Edge Learning with Heterogeneous Data: Formulation and Analysis
Efficient collaboration between collaborative machine learning and wirel...
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03/19/2020
Privacy-preserving Traffic Flow Prediction: A Federated Learning Approach
Existing traffic flow forecasting approaches by deep learning models ach...
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10/04/2019
PPGAN: Privacy-preserving Generative Adversarial Network
Generative Adversarial Network (GAN) and its variants serve as a perfect...
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11/21/2017
A Unified Framework for Wide Area Measurement System Planning
Wide area measurement system (WAMS) is one of the essential components i...
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11/21/2017
Delay Aware Intelligent Transient Stability Assessment System
Transient stability assessment is a critical tool for power system desig...
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07/27/2015
A Social Spider Algorithm for Solving the Non-convex Economic Load Dispatch Problem
Economic Load Dispatch (ELD) is one of the essential components in power...
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07/09/2015
Adaptive Chemical Reaction Optimization for Global Numerical Optimization
A newly proposed chemical-reaction-inspired metaheurisic, Chemical React...
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07/09/2015
Parameter Sensitivity Analysis of Social Spider Algorithm
Social Spider Algorithm (SSA) is a recently proposed general-purpose rea...
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02/09/2015
A Social Spider Algorithm for Global Optimization
The growing complexity of real-world problems has motivated computer sci...
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02/01/2015
Chemical Reaction Optimization for the Set Covering Problem
The set covering problem (SCP) is one of the representative combinatoria...
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02/01/2015
An Inter-molecular Adaptive Collision Scheme for Chemical Reaction Optimization
Optimization techniques are frequently applied in science and engineerin...
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02/01/2015
Optimal V2G Scheduling of Electric Vehicles and Unit Commitment using Chemical Reaction Optimization
An electric vehicle (EV) may be used as energy storage which allows the ...
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02/01/2015
Sensor Deployment for Air Pollution Monitoring Using Public Transportation System
Air pollution monitoring is a very popular research topic and many monit...
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02/01/2015
Real-Coded Chemical Reaction Optimization with Different Perturbation Functions
Chemical Reaction Optimization (CRO) is a powerful metaheuristic which m...
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02/01/2015