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检索条件"机构=Faculty of Automation and Computer Science"
1956 条 记 录,以下是1-10 订阅
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Deep Learning and Federated Learning in Breast Cancer Screening and Diagnosis: A Systematic Review
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IEEE Access 2025年 13卷 76322-76351页
作者: Ciobotaru, Alexandru Corches, Cosmina Gota, Dan Miclea, Liviu Technical University of Cluj-Napoca Faculty of Automation and Computer Science Automation Department 400114 Romania
Breast cancer remains one of the leading causes of death among women worldwide. Early detection and diagnosis are crucial for effective treatment and improved patient outcome. In recent years, both deep learning and f... 详细信息
来源: 评论
Machine Learning-Based Methods for Materials Inverse Design: A Review
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computers, Materials & Continua 2025年 第2期82卷 1463-1492页
作者: Yingli Liu Yuting Cui Haihe Zhou Sheng Lei Haibin Yuan Tao Shen Jiancheng Yin Faculty of Information Engineering and Automation Kunming University of Science and TechnologyKunming650093China Yunnan Key Laboratory of Computer Technologies Application Kunming University of Science and TechnologyKunming650500China Yunnan Tin Company Limited Tin Industry Branch Gejiu661000China Faculty of Materials Science and Engineering Kunming University of Science and TechnologyKunming650093China
Finding materials with specific properties is a hot topic in materials *** materials design relies on empirical and trial-and-error methods,requiring extensive experiments and time,resulting in high *** the developmen... 详细信息
来源: 评论
Auto-3D-house Design from Structured User Requirements
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Machine Intelligence Research 2025年 第2期22卷 368-385页
作者: Minkui Tan Qi Chen Zixiong Huang Qi Wu Yuanqing Li Jiaqiu Zhou School of Software Engineering South China University of TechnologyGuangzhou 510006China Faculty of Engineering Computer and Mathematical ScienceUniversity of AdelaideAdelaide SA 5005Australia School of Automation Science and Engineering South China University of TechnologyGuangzhou 510006China
We study the task of automated house design,which aims to automatically generate 3D houses from user ***,in the automatic system,it is non-trivial due to the intrinsic complexity of house designing:1)the understanding... 详细信息
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Transmission scheme based on collaborative AUV communication  16
Transmission scheme based on collaborative AUV communication
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16th International Conference on Signal Processing Systems, ICSPS 2024
作者: Sun, Jiahao Qi, Chao Liu, Zengli Zhao, Xuanzhi Faculty of Information Engineering and Automation Kunming University of Science and Technology Kunming650500 China Computer Center Kunming University of Science and Technology Kunming China
Underwater wireless sensor networks can monitor ocean information, which provides a new approach to marine environmental monitoring, disaster warning and resource exploration. However, the development of underwater wi... 详细信息
来源: 评论
Measuring Fairness in AI Explanations with LEADR: Local Explanation Amplification Disparity Ratio  22nd
Measuring Fairness in AI Explanations with LEADR: Local Ex...
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22nd International Conference on Practical Applications of Agents and Multi-Agent Systems, PAAMS 2024
作者: Shoeibi, Niloufar DeGange, Jonathan Shoeibi, Nastaran Shoeibi, Ali Department of Computer Science and Automation Faculty of Sciences Universidad de Salamanca Salamanca Spain LLP Madrid Spain LLP Washington United States Mazandaran University of Science and Technology Babol Iran
We investigate the fairness of local explanations in AI models by comparing the mean explanations for privileged and unprivileged groups across various datasets and model types. Specifically, we train linear, multi-la... 详细信息
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Reverse-Engineering Optimization Techniques of High-Level Synthesis: Practical Insights into Accelerating Applications with AMD-Xilinx Vitis
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IEEE Transactions on computer-Aided Design of Integrated Circuits and Systems 2025年
作者: Koronis, Jorge Garnica, Oscar Hidalgo, J. Ignacio Davila, Juan Lanchares Spain Department of Computer Architecture and Automation Faculty of Computer Science Universidad Complutense de Madrid Spain
Modern AI applications contain computationally expensive sections. Accelerator cards and tools like AMD Vitis HLS leverage high-level synthesis and hardware (HW) optimizations to create custom HW designs to accelerate... 详细信息
来源: 评论
Quick Insights: Reinforcement Learning in Autonomous Driving A Short Review  15th
Quick Insights: Reinforcement Learning in Autonomous Drivin...
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15th International Symposium on Ambient Intelligence, ISAmI 2024
作者: Adrados, Samuel Curto, Javier González-Briones, Alfonso Chamoso, Pablo BISITE Research Group Department of Computer Science and Automation Faculty of Science Instituto de Investigación Biomédica de Salamanca University of Salamanca Calle Espejo 2 24.2 Salamanca37007 Spain
Reinforcement learning (RL) has emerged as a pivotal technology for autonomous driving, providing a framework where an agent learns optimal decision-making through environment interaction without pre-defined labels. T... 详细信息
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Attention-Driven Emotion Recognition in EEG: A Transformer-Based Approach With Cross-Dataset Fine-Tuning
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IEEE Access 2025年 13卷 69369-69394页
作者: Ghous, Ghulam Najam, Shaheryar Alshehri, Mohammed Alshahrani, Abdulmonem AlQahtani, Yahya Jalal, Ahmad Liu, Hui Riphah International University Department of Electrical and Computer Engineering Islamabad44000 Pakistan Bahria University Department of Electrical Engineering Islamabad44000 Pakistan King Khalid University Department of Computer Science Abha61421 Saudi Arabia King Khalid University Department of Informatics and Computer Systems Abha61421 Saudi Arabia Air University Faculty of Computer Science and AI Islamabad44000 Pakistan Korea University College of Informatics Department of Computer Science and Engineering Seoul02841 Korea Republic of University of Bremen Cognitive Systems Laboratory Bremen28359 Germany Guodian Nanjing Automation Company Ltd. Nanjing210032 China
Emotion recognition from EEG (electroencephalogram) signals is crucial in mental health diagnostics and human-computer interaction but is often hindered by high dimensionality, noise, and complex temporal dependencies... 详细信息
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DDT-Net:Deep Detail Tracking Network for Image Tampering Detection
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computers, Materials & Continua 2025年 第5期83卷 3451-3469页
作者: Jim Wong Zhaoxiang Zang Hubei Key Laboratory of Intelligent Vision Based Monitoring for Hydroelectric Engineering China Three Gorges UniversityYichang443002China College of Computer and Information Technology ChinaThree Gorges UniversityYichang443002China Faculty of Information Engineering and Automation Kunming University of Science and TechnologyKunming650504China
In the field of image forensics,image tampering detection is a critical and challenging *** methods based on manually designed feature extraction typically focus on a specific type of tampering operation,which limits ... 详细信息
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Automated Topology Synthesis of Analog Integrated Circuits With Frequency Compensation
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IEEE Transactions on computer-Aided Design of Integrated Circuits and Systems 2025年 第3期44卷 832-844页
作者: Zhao, Zhenxin Liu, Jun Zhao, Wen-Sheng Zhang, Lihong Hangzhou Dianzi University Innovation Center for Electronic Design Automation Technology Zhejiang Hangzhou310018 China Memorial University of Newfoundland Faculty of Engineering and Applied Science Department of Electrical and Computer Engineering St. John'sNLA1C 5S7 Canada
Analog circuit topology synthesis suffers from weak synthesis capability and low-synthesis efficiency, which result in a bottleneck toward its practical industrial applications. This article presents a proximal-policy... 详细信息
来源: 评论