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检索条件"机构=Systems Engineering and Computer Science Graduate Program"
4609 条 记 录,以下是151-160 订阅
排序:
Efficient Hyperparameter Optimization Using Deep Q-Network and BRKGA  13
Efficient Hyperparameter Optimization Using Deep Q-Network a...
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13th IEEE Congress on Evolutionary Computation, CEC 2024
作者: Kobayashi, Kosei Aritsugi, Masayoshi González, Pedro Henrique Mendonça, Israel Graduate School of Science and Technology Kumamoto University Kumamoto Japan Faculty of Advanced Science and Technology Kumamoto University Kumamoto Japan System Engineering and Computer Science Program Federal University of Rio de Janeiro Rio de Janeiro Brazil
Hyperparameter optimization (HPO) is paragon to maximize performance when designing machine learning models. Among different HPO methods, Genetic Algorithm (GA) based optimization is considered effective because it al... 详细信息
来源: 评论
Optimization of Node Reduction Using BRKGA for GNN-Based Traffic Speed Forecasting  13
Optimization of Node Reduction Using BRKGA for GNN-Based Tra...
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13th IEEE Congress on Evolutionary Computation, CEC 2024
作者: Inokuchi, Yuto González, Pedro Henrique Mendonça, Israel Aritsugi, Masayoshi Graduate School of Science and Technology Kumamoto University Kumamoto Japan Federal University of Rio de Janeiro System Engineering and Computer Science Program Rio de Janeiro Brazil Kumamoto University Faculty of Advanced Science and Technology Kumamoto Japan
While Spatio-Temporal Graph Convolutional Networks (STGCNs) are an effective method for traffic speed fore-casting, their training and inference tend to be time-consuming. In this paper, we aim to refine these network... 详细信息
来源: 评论
Physics-informed neural networks for modeling water flows in a river channel
IEEE Transactions on Artificial Intelligence
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IEEE Transactions on Artificial Intelligence 2024年 第3期5卷 1001-1015页
作者: Nazari, Luis Fernando Camponogara, Eduardo Seman, Laio Oriel Department of Mathematics Federal Institute of Education Science and Technology Catarinense Rio do Sul89160-202 Brazil Department of Automation and Systems Engineering Federal University of Santa Catarina Florianopolis88040-900 Brazil Program in Applied Computer Science Universidade Do Vale Do Itajai Itajai88302-901 Brazil
The impacts incurred by floods regularly affect the planets population, inflicting social and economic problems. Optimal control strategies based on reservoir management may aid in controlling floods and mitigating th... 详细信息
来源: 评论
3D Image Generation from X-ray Projections Using Generative Adversarial Networks  23
3D Image Generation from X-ray Projections Using Generative ...
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23rd IEEE International Conference on Bioinformatics and Bioengineering, BIBE 2023
作者: AlShurbaji, Mohammad Dhou, Salam Biomedical Engineering Graduate Program American University of Sharjah Sharjah United Arab Emirates Department of Computer Science and Engineering American University of Sharjah Sharjah United Arab Emirates
The human brain can effortlessly imagine a 3D image from only 2D images with a little expertise and imagination, but for machines, this is not a trivial task. Because of this, reconstructing 3D images from 2D ones is ... 详细信息
来源: 评论
Cyber-Immunity at the Core: Securing Biomedical Devices through Hardware-Level Machine Learning Defense
Cyber-Immunity at the Core: Securing Biomedical Devices thro...
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2023 IEEE Biomedical Circuits and systems Conference, BioCAS 2023
作者: Sayadi, Hossein He, Zhangying Fernandes, Chelsea William Miari, Tahereh California State University Department of Computer Engineering and Computer Science Long BeachCA United States Claremont Graduate University Center for Information Systems and Technology CA United States
Healthcare cybersecurity is crucial for protecting hospitals' networks and computing systems from malicious cyber-attacks. With the increasing motivation and capability of cyber attackers, it is necessary to secur... 详细信息
来源: 评论
Using SYCLomatic to Migrate CUDA Code to oneAPI Adapting NVIDIA GPU
Using SYCLomatic to Migrate CUDA Code to oneAPI Adapting NVI...
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IEEE International Conference on Cluster Computing Workshops and Posters (CLUSTER WORKSHOPS)
作者: Wentao Liang Norihisa Fujita Ryohei Kobayashi Taisuke Boku Master's Program in Computer Science Degree Program in Systems and Information Engineering Graduate School of Science and Technology University of Tsukuba Center for Computational Sciences University of Tsukuba
Nowadays, the use of accelerators in high performance computing has become more common than ever before. The most used accelerators must be the Graphics Processing Unit (GPU). It has emerged as an important component ... 详细信息
来源: 评论
Efficient Node Reduction Heuristic for GNN-Based Traffic Speed Forecasting  11
Efficient Node Reduction Heuristic for GNN-Based Traffic Spe...
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11th IEEE/ACM International Conference on Big Data Computing, Applications and Technologies, BDCAT 2024
作者: Inokuchi, Yuto Gonzalez, Pedro Henrique Aritsugi, Masayoshi Mendonca, Israel Kumamoto University Graduate School of Science and Technology Kumamoto Japan Federal University of Rio de Janeiro System Engineering and Computer Science Program Rio de Janeiro Brazil Kumamoto University Faculty of Advanced Science and Technology Kumamoto Japan
In this paper, we aim to reduce the number of nodes from Graph Neural Networks (GNNs), thereby simplifying models and reducing computational costs. GNNs are highly effective for various tasks, such as prediction, clas... 详细信息
来源: 评论
Assessing Distributed Energy Resource Hosting Capacity Under Different Grid-Tie Inverter Control Strategies  8
Assessing Distributed Energy Resource Hosting Capacity Under...
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8th Workshop on Communication Networks and Power systems, WCNPS 2023
作者: Santos, Brenda L. M. Barros, Luciano S. Barbosa, Daniel Moreira, Fernando A. Federal University of Bahia Graduate Program in Electrical Engineering Salvador Brazil Federal University of Paraíba Computer Systems Department João Pessoa Brazil Federal University of Bahia Department of Electrical and Computer Engineering Salvador Brazil
Despite the potential benefits that the integration of distributed energy resources (DERs) can bring to the system, it may cause problems related to power quality constraints, such $as$ reverse power flow in substatio... 详细信息
来源: 评论
Supporting the Automated Generation of Acceptance Tests of Process-Aware Information systems  19
Supporting the Automated Generation of Acceptance Tests of P...
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19th International Conference on Web Information systems and Technologies, WEBIST 2023
作者: Paiva, Tales M. Oliveira, Toacy C. Pillat, Raquel M. Alencar, Paulo S.C. Computer and Systems Engineering Program Universidade Federal do Rio de Janeiro Rio de Janeiro Brazil Software Engineering Program Universidade Federal do Pampa Alegrete Brazil Cheriton School of Computer Science University of Waterloo Waterloo Canada
Software quality assurance is a crucial process that ensures software products meet specified requirements and quality standards. Achieving an exhaustive test coverage is essential for quality assurance, particularly ... 详细信息
来源: 评论
Machine Learning Implementations in Childhood Stunting Research: A Systematic Literature Review  8
Machine Learning Implementations in Childhood Stunting Resea...
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8th International Conference on Information Management and Technology, ICIMTech 2023
作者: Rahutomo, Reza Elwirehardja, Gregorius Natanael Isnan, Mahmud Asadi, Faisal Pardamean, Bens School of Information Systems Bina Nusantara University Information Systems Department Jakarta11480 Indonesia School of Computer Science Bina Nusantara University Computer Science Department Jakarta11480 Indonesia Bioinformatics and Data Science Research Center Bina Nusantara University Jakarta11480 Indonesia Binus Graduate Program - Master of Computer Science Bina Nusantara University Computer Science Department Jakarta11480 Indonesia
Childhood stunting is a condition anticipated to affect the growth potential of children under the age of five. With numerous stunting researches that have been conducted, stunting datasets are now widely available to... 详细信息
来源: 评论