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- research-articleNovember 2024JUST ACCEPTED
MonoFG: Monocular 3D Object Detection with Knowledge Distillation for Human-Centric Autonomous Driving Systems
ACM Transactions on Autonomous and Adaptive Systems (TAAS), Just Accepted https://doi.org/10.1145/3703458Monocular 3D object detection is essential for identifying objects in road images, thus offering valuable environmental perception data that are crucial for human-centric autonomous driving systems. However, due to the inherent limitations of camera ...
- research-articleJanuary 2024
MonoLI: Precise Monocular 3-D Object Detection for Next-Generation Consumer Electronics for Autonomous Electric Vehicles
IEEE Transactions on Consumer Electronics (ITOCE), Volume 70, Issue 1Pages 3475–3486https://doi.org/10.1109/TCE.2024.3353530In the wake of developments in consumer electronics, electric vehicles are gradually becoming representative carriers of next-generation consumer electronics. Electric vehicles incorporate 5G and artificial intelligence (AI) technologies, which ...
- research-articleApril 2024
XGraphCDS: An explainable deep learning model for predicting drug sensitivity from gene pathways and chemical structures
Computers in Biology and Medicine (CBIM), Volume 168, Issue Chttps://doi.org/10.1016/j.compbiomed.2023.107746AbstractCancer is a highly complex disease characterized by genetic and phenotypic heterogeneity among individuals. In the era of precision medicine, understanding the genetic basis of these individual differences is crucial for developing new drugs and ...
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Highlights- XGraphCDS integrated drug chemical structures with patient gene expression profiles to predict drug sensitivity.
- XGraphCDS can not only predict single-drug discontinuation but also conduct drug repurposing.
- Our interpretable ...
- research-articleAugust 2021
A Multi-Sensor Road Detection System in Unmanned Driving
ICAIIS 2021: 2021 2nd International Conference on Artificial Intelligence and Information SystemsArticle No.: 271, Pages 1–4https://doi.org/10.1145/3469213.3470704In this paper, a multi-sensor road detection system in unmanned driving is designed. The system is divided into two parts which are road marking detection and obstacle detection. The road detection part is mainly completed by a Charge-Coupled Device (...
- ArticleSeptember 2012
An Empirical Study on Meta-Heuristic Search-Based Web Service Composition
ICEBE '12: Proceedings of the 2012 IEEE Ninth International Conference on e-Business EngineeringPages 117–122https://doi.org/10.1109/ICEBE.2012.27In recent years, quite a few search algorithms have been used to solve Web service composition problem. However, it is still lack of systematic analysis about these methods. In the paper, we attempt to analyze the effect of three typical meta-heuristic ...
- ArticleAugust 2012
Generating Test Data for Structural Testing Based on Ant Colony Optimization
QSIC '12: Proceedings of the 2012 12th International Conference on Quality SoftwarePages 98–101https://doi.org/10.1109/QSIC.2012.12Software testing has been always viewed as an effective way to ensure software quality both in academic and industry. In fact, the quality of test data set plays a critical role in the success of software testing activity. According to the basic line of ...
- ArticleMay 2012
Swarm Intelligence-Based Test Data Generation for Structural Testing
ICIS '12: Proceedings of the 2012 IEEE/ACIS 11th International Conference on Computer and Information SciencePages 623–628https://doi.org/10.1109/ICIS.2012.103Automated generation of test data has always been a challenging problem in the area of software testing. Recently, meta-heuristic search (MHS) techniques have been proven to be a powerful tool to solve this difficulty. In the paper, we introduce an up-...
- ArticleAugust 2011
The Solution to the "Great Pacific Ocean Garbage Patch"
CSE '11: Proceedings of the 2011 14th IEEE International Conference on Computational Science and EngineeringPages 405–412https://doi.org/10.1109/CSE.2011.76According to recent scientific expeditions to the Pacific, there forms a so-called "Great Pacific Ocean Garbage Patch" caused by the ocean gyre. It breaks the balance of original marine ecosystem, and at the same time, part of the "Garbage Patch" ...
- ArticleMay 2010
Incident Duration Model on Urban Freeways Using Three Different Algorithms of Decision Tree
ICICTA '10: Proceedings of the 2010 International Conference on Intelligent Computation Technology and Automation - Volume 02Pages 526–528https://doi.org/10.1109/ICICTA.2010.602Effective incident management requires accurate prediction of incident duration. In this paper, Classification and Regression Tree (CART), CHAID and Exhaustive CHAID is employed to model the incident duration. All 65000 incident records from Beijing ...
- ArticleAugust 2009
Expressway investment decision making under uncertainty
FSKD'09: Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 4Pages 611–615The expressway system expanses rapidly in China recent years, and needs huge amount of investment to support the development of the system. During the decision-making, the investors require accurate quantitative analysis with proper model. The problem ...
- ArticleAugust 2009
Expressway Investment Decision Making under Uncertainty
FSKD '09: Proceedings of the 2009 Sixth International Conference on Fuzzy Systems and Knowledge Discovery - Volume 04Pages 612–616https://doi.org/10.1109/FSKD.2009.91The expressway system expanses rapidly in China recent years, and needs huge amount of investment to support the development of the system. During the decision-making, the investors require accurate quantitative analysis with proper model. The problem ...