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检索条件"机构=Institute of Software Engineering and Informatics"
939 条 记 录,以下是241-250 订阅
排序:
Learning Fair Representations through Uniformly Distributed Sensitive Attributes
Learning Fair Representations through Uniformly Distributed ...
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Secure and Trustworthy Machine Learning (SaTML), IEEE Conference on
作者: Patrik Joslin Kenfack Adín Ramírez Rivera Adil Mehmood Khan Manuel Mazzara Machine Learning and Knowledge Representation Lab Innopolis University Innopolis Russia Department of Informatics Digital Signal Processing and Image Analysis (DSB) group University of Oslo Oslo Norway School of Computer Science University of Hull Hull UK Institute of Software Development and Engineering Innopolis University Innopolis Russia
Machine Learning (ML) models trained on biased data can reproduce and even amplify these biases. Since such models are deployed to make decisions that can affect people's lives, ensuring their fairness is critical...
来源: 评论
ECPC-IDS:A benchmark endometrail cancer PET/CT image dataset for evaluation of semantic segmentation and detection of hypermetabolic regions
arXiv
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arXiv 2023年
作者: Tang, Dechao Du, Tianmin Ma, Deguo Ma, Zhiyu Sun, Hongzan Grzegorzek, Marcin Jiang, Huiyan Li, Chen Microscopic Image and Medical Image Analysis Group College of Medicine and Biological Information Engineering Northeastern University Shenyang China Department of Radiology Shengjing Hospital China Medical University Shenyang China Institute of Medical Informatics University of Luebeck Luebeck Germany Software College Northeastern University Shenyang China
Background: Endometrial cancer is one of the most common tumors in the female reproductive system and is the third most common gynecological malignancy that causes death after ovarian and cervical cancer. Early diagno... 详细信息
来源: 评论
Leveraging Big Data for Effective Healthcare Management with Artificial Intelligence
Leveraging Big Data for Effective Healthcare Management with...
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Artificial Intelligence for Innovations in Healthcare Industries (ICAIIHI), International Conference on
作者: Krati Dubey Chaitali B. Kasar Guravaiah Thulluri Anuradha Yesugad Mehaboob Karishma Dipanjali Padhi Department of Information technology Manipal University Jaipur Jaipur India Department of Electronics and Telecommunication Engineering Dr. D. Y. Patil Institute of Technology Pune Embedded Senior Software Developer SAK informatics Hyderabad Institute of Management & Entrepreneurship Development Bharati Vidyapeeth (Deemed to be University) Pune Department of Computer Application Sir C R R College Eluru Department of Electronics & Telecommunication Engineering Dhole Patil college of Engineering Pune
To improve clinical judgment, resource allocation, and patient outcomes, this study investigates the integration of big data with artificial intelligence (AI) for medical management. Utilizing a descriptive design wit...
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Vulnerability Detection with Graph Simplification and Enhanced Graph Representation Learning
arXiv
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arXiv 2023年
作者: Wen, Xin-Cheng Chen, Yupan Gao, Cuiyun Zhang, Hongyu Zhang, Jie M. Liao, Qing School of Computer Science and Technology Harbin Institute of Technology Shenzhen China School of Big Data and Software Engineering Chongqing University China Department of Informatics King’s College London United Kingdom Guangdong Provincial Key Laboratory of Novel Security Intelligence Technologies China Peng Cheng Laboratory China
Prior studies have demonstrated the effectiveness of Deep Learning (DL) in automated software vulnerability detection. Graph Neural Networks (GNNs) have proven effective in learning the graph representations of source... 详细信息
来源: 评论
Deep Learning of First-Order Nonlinear Hyperbolic Conservation Law Solvers
SSRN
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SSRN 2023年
作者: Morand, Victor Müller, Nils Weightman, Ryan Keimer, Alexander Piccoli, Benedetto Bayen, Alexandre M. Ecole Polytechnique Palaiseau France Department of Electrical Engineering and Computer Science University of California BerkeleyCA United States Max Planck Institute for Software Systems Saarland Informatics Campus Germany Max Planck Institute for Intelligent Systems Germany Department of Mathematics Rutgers University NJ United States Department of Mathematics FAU Erlangen-Nürnberg Germany
In this contribution, we study the numerical approximation of scalar conservation laws by computational optimization of the numerical flux function in a first-order finite volume method. The cell-averaging inherent to... 详细信息
来源: 评论
Transformers in medical image analysis
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Intelligent Medicine 2023年 第1期3卷 59-78页
作者: Kelei He Chen Gan Zhuoyuan Li Islem Rekik Zihao Yin Wen Ji Yang Gao Qian Wang Junfeng Zhang Dinggang Shen Medical School of Nanjing University NanjingJiangsu 210093China National Institute of Healthcare Data Science at Nanjing University NanjingJiangsu 210093China BASIRA Laboratory Faculty of Computer and Informatics EngineeringIstanbul Technical UniversityIstanbulTurkey School of Science and Engineering ComputingUniversity of DundeeUK State Key Laboratory for Novel Software Technology Nanjing UniversityNanjingJiangsu 210093China School of Biomedical Engineering ShanghaiTech UniversityShanghai 201210China Department of Research and Development Shanghai United Imaging Intelligence Co.Ltd.Shanghai 200030China Shanghai Clinical Research and Trial Center Shanghai 201703China
Transformers have dominated the field of natural language processing and have recently made an impact in the area of computer *** the field of medical image analysis,transformers have also been successfully used in to... 详细信息
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Self-supervised representation learning for Bayesian quantum architecture search
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Physical Review A 2025年 第3期111卷 032403-032403页
作者: Zhimin He Hongxiang Chen Yan Zhou Haozhen Situ Yongyao Li Lvzhou Li School of Electronic and Information Engineering Foshan University Foshan 528000 China School of Computer Science and Artificial Intelligence Foshan University Foshan 528000 China Guangdong Provincial Key Laboratory of Industrial Intelligent Inspection Technology Foshan University Foshan 528000 China College of Mathematics and Informatics South China Agricultural University Guangzhou 510642 China School of Physics and Optoelectronic Engineering Foshan University Foshan 528225 China Institute of Quantum Computing and Software School of Computer Science and Engineering Sun Yat-sen University Guangzhou 510006 China Quantum Science Center of Guangdong-Hong Kong-Macao Greater Bay Area (Guangdong) Shenzhen 518045 China
Quantum architecture search (QAS) has shown significant promise in automating quantum circuit design for variational quantum algorithms (VQAs). However, a central challenge remains in the high computational cost of ev... 详细信息
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Vulnerability Detection with Graph Simplification and Enhanced Graph Representation Learning
Vulnerability Detection with Graph Simplification and Enhanc...
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International Conference on software engineering (ICSE)
作者: Xin-Cheng Wen Yupan Chen Cuiyun Gao Hongyu Zhang Jie M. Zhang Qing Liao School of Computer Science and Technology Harbin Institute of Technology Shenzhen China Peng Cheng Laboratory and Guangdong Provincial Key Laboratory Novel Security Intelligence Technologies School of Big Data and Software Engineering Chongqing University China Department of Informatics King's College London UK Peng Cheng Laboratory
Prior studies have demonstrated the effectiveness of Deep Learning (DL) in automated software vulnerability detection. Graph Neural Networks (GNNs) have proven effective in learning the graph representations of source...
来源: 评论
Multi-Scale Terahertz Image Reconstruction ⋆,⋆⋆
SSRN
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SSRN 2024年
作者: Su, Zhipeng Zhang, Yixiong Zhou, Jianyang Shi, Jianghong Qi, Feng Zhang, Xiao-Ping Ji, Chunlin School of Informatics Xiamen University National Demonstrative Software School Xiamen University China School of Electronic Science and Engineering National Model Microelectronics College Xiamen University China Shenyang Institute of Automation Chinese Academy of Sciences China Department of Electrical Computer & Biomedical Engineering Finance Department The Ted Rogers School of Management Toronto Metropolitan University Canada Kuang-Chi Institute of Advanced Technology State Key Laboratory of Meta-RF Electromagnetic Modulation Technology Shen Zhen China
This paper proposes a novel terahertz (THz) image recovery algorithm and a new THz image dataset is publicly available. Because of transmission noise, artificial errors and problems with diffraction phenomena are amon... 详细信息
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Papaya Disease Detection Using Fuzzy Naïve Bayes Classifier  3
Papaya Disease Detection Using Fuzzy Naïve Bayes Classifier
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3rd International Seminar on Research of Information Technology and Intelligent Systems, ISRITI 2020
作者: Sari, Wahyuni Eka Kurniawati, Yulia Ery Santosa, Paulus Insap Politeknik Pertanian Negeri Samarinda Department of Software Engineering Samarinda Indonesia Kalbis Institute Department of Informatics Jakarta Indonesia Universitas Gadjah Mada Department of Electrical and Information Engineering Yogyakarta Indonesia
Papaya is one of the tropical fruits that is grown in Indonesia. The weather condition in Indonesia cause it to be attacked by pest and disease. The farmers have difficulty identifying them due to a lack of knowledge ... 详细信息
来源: 评论