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- research-articleOctober 2024
Multi-feature hybrid network for traffic flow prediction based on mobility patterns
Information Sciences: an International Journal (ISCI), Volume 681, Issue Chttps://doi.org/10.1016/j.ins.2024.121157AbstractFuture flow prediction in spatiotemporal traffic data is a critical requirement for real-world applications, particularly for multi-feature and large-scale data with intricate forecasting mechanisms and varied predictability. Prior sequence-to-...
- research-articleJune 2023
SRAKN: Secure Roaming Authentication and Key Negotiation protocol for Space Information Network
Computer Communications (COMS), Volume 206, Issue CPages 22–37https://doi.org/10.1016/j.comcom.2023.04.011AbstractNowadays, the Space Information Network (SIN) with global signal coverage, large capacity, bandwidth-on-demand flexibility, and multiple services has attracted more and more users to enjoy real-time services without geographical ...
Highlights- A secure roaming authentication and key negotiation protocol for SIN is proposed.
- research-articleApril 2023
An Auxiliary Decision-Making Method for Autonomous Driving via Monte Carlo Tree Search
RICAI '22: Proceedings of the 2022 4th International Conference on Robotics, Intelligent Control and Artificial IntelligencePages 371–376https://doi.org/10.1145/3584376.3584444The decision-making problem in autonomous driving (AD) is one of the most challenging scenarios, for AD is a real time scenario with a huge space of actions and spaces. Besides there are multiple other agents, it is difficult to predict their actions. ...
- ArticleMay 2022
Input Enhanced Logarithmic Factorization Network for CTR Prediction
Advances in Knowledge Discovery and Data MiningPages 42–54https://doi.org/10.1007/978-3-031-05981-0_4AbstractFactorization-based methods, which can automatically model second-order or higher-order cross features, have been the benchmark models for click-through rate (CTR) prediction. In general, they enumerate all cross features with a predetermined ...
- ArticleSeptember 2013
The Application of the Combinatorial Relaxation Theory on the Structural Index Reduction of DAE
DCABES '13: Proceedings of the 2013 12th International Symposium on Distributed Computing and Applications to Business, Engineering & SciencePages 162–166https://doi.org/10.1109/DCABES.2013.36Multi-domain unified modeling is an important development direction in the study of complex system. Modelica is a popular multi-modeling language. It describes complex systems by mathematical equations, solves the high-index of Differential algebraic ...
- ArticleSeptember 2013
An Improved KM Algorithm for Computing Structural Index of DAE System
DCABES '13: Proceedings of the 2013 12th International Symposium on Distributed Computing and Applications to Business, Engineering & SciencePages 95–99https://doi.org/10.1109/DCABES.2013.24This paper proposes an improved KM algorithm to computing the structural index of linear time-invariant Differential Algebraic Equation (DAE) systems. The problem is of practical significance in index reduction based on structural index of DAE system ...
- ArticleOctober 2012
The Research and Analysis of Hungarian Algorithm in the Structure Index Reduction for DAE
DCABES '12: Proceedings of the 2012 11th International Symposium on Distributed Computing and Applications to Business, Engineering & SciencePages 446–450https://doi.org/10.1109/DCABES.2012.110Modeling of complex physical systems with Modelica usually leads to the high-index differential algebraic equation system (DAE), index reduction is an important part of solving the high-index DAE. The structure index reduction algorithm is one of the ...
- ArticleOctober 2011
Detecting and Correcting the Index of DAE by the Combinatorial Relaxation Algorithm
DCABES '11: Proceedings of the 2011 10th International Symposium on Distributed Computing and Applications to Business, Engineering and SciencePages 391–395https://doi.org/10.1109/DCABES.2011.37The mathematical modeling and simulation based on the Modelica language usually gets a high-index differential-algebraic equation (DAE) system. The structural index reduction algorithms can serve as a fast method to reduce such high-indexed issues. In ...