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检索条件"机构=School of Computer Science and the Robotics Engineering Program"
3618 条 记 录,以下是881-890 订阅
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Optimizing Wireless Sensor Network Topology with Deep Reinforcement Learning for Multi-Source/Destination Scenarios
Optimizing Wireless Sensor Network Topology with Deep Reinfo...
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IEEE/ACM International Symposium on Big Data Computing (BDC)
作者: Kosei Kobayashi Masayoshi Aritsugi Pedro Henrique González Israel Mendonça 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
Wireless sensor networks are widely valued for their effectiveness in real-time data collection. As the amount of data exchanged within such networks grows, designing a robust network topology that maximizes area cove... 详细信息
来源: 评论
Discover and align taxonomic context priors for open-world semi-supervised learning  23
Discover and align taxonomic context priors for open-world s...
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Proceedings of the 37th International Conference on Neural Information Processing Systems
作者: Yu Wang Zhun Zhong Pengchong Qiao Xuxin Cheng Xiawu Zheng Chang Liu Nicu Sebe Rongrong Ji Jie Chen School of Electronic and Computer Engineering Peking University Shenzhen China and AI for Science (AI4S)-Preferred Program Peking University Shenzhen Graduate School China School of Computer Sceince University of Nottingham United Kingdom School of Electronic and Computer Engineering Peking University Shenzhen China and Department of Information Engineering and Computer Science University of Trento Italy School of Electronic and Computer Engineering Peking University Shenzhen China Peng Cheng Laboratory Shenzhen China and Key Laboratory of Multimedia Trusted Perception and Efficient Computing Ministry of Education of China Xiamen University Department of Automation Tsinghua University Beijing China Department of Information Engineering and Computer Science University of Trento Italy School of Electronic and Computer Engineering Peking University Shenzhen China and Peng Cheng Laboratory Shenzhen China and AI for Science (AI4S)-Preferred Program Peking University Shenzhen Graduate School China
Open-world Semi-Supervised Learning (OSSL) is a realistic and challenging task, aiming to classify unlabeled samples from both seen and novel classes using partially labeled samples from the seen classes. Previous wor...
来源: 评论
Efficient Hyperparameter Optimization Using Deep Q-Network and BRKGA
Efficient Hyperparameter Optimization Using Deep Q-Network a...
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Congress on Evolutionary Computation
作者: Kosei Kobayashi Masayoshi Aritsugi Pedro Henrique González Israel Mendonça 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
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Optimization of Node Reduction Using BRKGA for GNN-Based Traffic Speed Forecasting
Optimization of Node Reduction Using BRKGA for GNN-Based Tra...
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Congress on Evolutionary Computation
作者: Yuto Inokuchi Pedro Henrique González Israel Mendonça Masayoshi Aritsugi Graduate School of Science and Technology Kumamoto University Kumamoto Japan System Engineering and Computer Science Program Federal University of Rio de Janeiro Rio de Janeiro Brazil Faculty of Advanced Science and Technology Kumamoto University 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
Merging UAV-Derived Metrics with Crop Physiology to Estimate Sunflower Yield
Merging UAV-Derived Metrics with Crop Physiology to Estimate...
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Frontiers of Information Technology (FIT)
作者: Usama Athar Muhammad Ali Zuhair Zafar Haris Khurshid Karsten Berns Muhammad Moazam Fraz School of Electrical Engineering and Computer Science National University of Sciences and Technology (NUST) Islamabad Pakistan Oilseeds Research Program National Agricultural Research Center (NARC) Islamabad Pakistan Department of Computer Science Rheinland-Pfälzische Technische Universität Kaiserslautern Germany
Accurate and timely estimation of sunflower yield is crucial for agricultural researchers, farmers, and breeders. Use of Unmanned Aerial Vehicles (UAVs) with multi-spectral sensors has been adopted to meet the need fo... 详细信息
来源: 评论
Efficient Node Reduction Heuristic for GNN-Based Traffic Speed Forecasting
Efficient Node Reduction Heuristic for GNN-Based Traffic Spe...
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IEEE/ACM International Symposium on Big Data Computing (BDC)
作者: Yuto Inokuchi Pedro Henrique González Masayoshi Aritsugi Israel Mendonça Graduate School of Science and Technology Kumamoto University Kumamoto Japan System Engineering and Computer Science Program Federal University of Rio de Janeiro Rio de Janeiro Brazil Faculty of Advanced Science and Technology Kumamoto University 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
KADEL: Knowledge-Aware Denoising Learning for Commit Message Generation
arXiv
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arXiv 2024年
作者: Tao, Wei Zhou, Yucheng Wang, Yanlin Zhang, Hongyu Wang, Haofen Zhang, Wenqiang Shanghai Engineering Research Center of AI and Robotics Academy for Engineering and Technology Fudan University Shanghai China State Key Laboratory of Internet of Things for Smart City Department of Computer and Information Science University of Macau China School of Software Engineering Sun Yat-sen University Guangdong Zhuhai519082 China School of Big Data and Software Engineering Chongqing University Chongqing China College of Design and Innovation Tongji University Shanghai China Engineering Research Center of AI and Robotics Ministry of Education Academy for Engineering and Technology Shanghai Key Lab of Intelligent Information Processing School of Computer Science Fudan University 220 Handan Road Shanghai200433 China
Commit messages are natural language descriptions of code changes, which are important for software evolution such as code understanding and maintenance. However, previous methods are trained on the entire dataset wit... 详细信息
来源: 评论
DCGAN-based Medical Image Augmentation to Improve ELM Classification Performance  11
DCGAN-based Medical Image Augmentation to Improve ELM Classi...
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11th IEEE International Conference on Communication, Networks and Satellite, COMNETSAT 2022
作者: Rando Setiawan, Noor Akhmad Permanasari, Adhistya Erna Rulaningtyas, Riries Suksmono, Andriyan Bayu Sitanggang, Imas Sukaesih Universitas Gadjah Mada Dept. of Electrical and Information Engineering Yogyakarta Indonesia Biomedical Engineering Program Dept. of Physics Universitas Airlangga Surabaya Indonesia Institut Teknologi Bandung School of Electrical Engineering and Informatics Bandung Indonesia Ipb University Department of Computer Science Bogor Indonesia
Cervical cancer is one of the deadliest diseases in women. One of the cervical cancer screening methods is pap smear method. However, using a pap smear method to detect cervical cancer takes a long time for a patholog... 详细信息
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A Computational Model of Children's Learning and Use of Probabilities Across Different Ages
arXiv
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arXiv 2023年
作者: Wang, Zilong Shultz, Thomas R. Nobandegani, Ardavan S. Integrated Program in Neuroscience McGill University Canada Department of Psychology School of Computer Science McGill University Canada Department of Psychology Department of Electrical & Computer Engineering McGill University Canada
Recent empirical work has shown that human children are adept at learning and reasoning with probabilities. Here, we model a recent experiment investigating the development of school-age children's non-symbolic pr... 详细信息
来源: 评论
Investigation of the Base Oil Properties in Optimizing the Demulsification  16
Investigation of the Base Oil Properties in Optimizing the D...
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16th International engineering and Computing Research Conference, EURECA 2021
作者: Low, C.M. Ilia Anisa, A.N. Chua, B.L. Abdurahman, N.H. Chemical Engineering Program School of Computer Science and Engineering Taylor's University Lake Campus No. 1 Jalan Taylor's Subang Jaya47500 Malaysia Faculty of Chemical & Natural Resources Engineering Universiti Malaysia Pahang Lebuhraya Tun Razak Gambang Pahang26300 Malaysia
In this research, the correlation of the physical properties from different types of base oil- Group I and Group II base oils - to the demulsification process with variables such as mixing speed (500-1500 rpm), water ... 详细信息
来源: 评论