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检索条件"机构=Software Systems Engineering LaboratoryDepartment of Mathematics and Computer Science"
223 条 记 录,以下是41-50 订阅
排序:
CM-MLP: Cascade Multi-scale MLP with Axial Context Relation Encoder for Edge Segmentation of Medical Image
CM-MLP: Cascade Multi-scale MLP with Axial Context Relation ...
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2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022
作者: Lv, Jinkai Hu, Yuyong Fu, Quanshui Zhang, Zhiwang Hu, Yuqiang Lv, Lin Yang, Guoqing Li, Jinpeng Zhao, Yi Henan Institute of Advanced Technology Zhengzhou University Zhengzhou China The Research Center for Ubiquitous Computing Systems Institute of Computing Technology Chinese Academy of Sciences Beijing China Suining Central Hospital Suining China Hwa Mei Hospital University of Chinese Academy of Sciences Ningbo China School of Electrical and Information Engineering The University of Sydney Sydney Australia School of Mathematics and Computer Sciences NanChang University Nanchang China School of Information and Software Engineering University of Electronic Science and Technology of China Chengdu China
The convolutional-based methods provide good segmentation performance in the medical image segmentation task. However, those methods have the following challenges when dealing with the edges of the medical images: (1)... 详细信息
来源: 评论
On the Convergence of Least Squares Estimator for Nonlinear Autoregressive Models
On the Convergence of Least Squares Estimator for Nonlinear ...
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第40届中国控制会议
作者: Zhaobo Liu Chanying Li College of Computer Science and Software Engineering of Shenzhen University Key Laboratory of Systems and Control Academy of Mathematics and Systems ScienceChinese Academy of Sciences School of Mathematical Sciences University of Chinese Academy of Sciences
This paper is concerned with the least squares estimator for a basic class of nonlinear autoregressive models, whose outputs are not necessarily to be ergodic. Several asymptotic properties of the least squares estima... 详细信息
来源: 评论
Neurosymbolic Architectural Reasoning: Towards Formal Analysis through Neural software Architecture Inference
arXiv
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arXiv 2025年
作者: Herbold, Steffen Knieke, Christoph Rausch, Andreas Schindler, Christian Faculty of Computer Science and Mathematics Universität Passau Passau Germany Institute for Software and Systems Engineering Technische Universität Clausthal Clausthal-Zellerfeld Germany
Formal analysis to ensure adherence of software to defined architectural constraints is not yet broadly used within software development, due to the effort involved in defining formal architecture models. Within this ... 详细信息
来源: 评论
Multi-Relational Graph Neural Architecture Search with Fine-grained Message Passing
Multi-Relational Graph Neural Architecture Search with Fine-...
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IEEE International Conference on Data Mining (ICDM)
作者: Xin Zheng Miao Zhang Chunyang Chen Chaojie Li Chuan Zhou Shirui Pan Department of Software Systems and Cybersecurity Monash University Australia School of Computer Science and Technology Harbin Institute of Technology (Shenzhen) China School of Electrical Engineering and Telecommunications University of New South Wales Australia Academy of Mathematics and Systems Science Chinese Academy of Sciences Beijing China School of Information and Communication Technology Griffith University Australia
Graph neural architecture search (NAS) has gained great popularity in automatically designing powerful graph neural networks (GNNs) with superior learning abilities, significantly relieving human effort and expertise ... 详细信息
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Efficient Privacy-Preserving ML for IoT: Cluster-Based Split Federated Learning Scheme for Non-IID Data
Efficient Privacy-Preserving ML for IoT: Cluster-Based Split...
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Cyber Security in Networking Conference (CSNet)
作者: Mohamad Arafeh Mohamad Wazzeh Hakima Ould-Slimane Chamseddine Talhi Azzam Mourad Hadi Otrok Department of Software and IT engineering Ecole de Technologie Superieure (ETS) Montreal Canada Department of Mathematics and Computer Science Universite de Quebec a Trois-Rivieres (UQTR) Canada Division of Science New York University Abu Dhabi UAE Department of CSM Cyber Security Systems and Applied AI Research Center Lebanese American University Beirut Lebanon Department of EECS Center of Cyber-Physical Systems (C2PS) Khalifa University Abu Dhabi UAE
This paper proposes a scheme addressing the challenges of integrating privacy-preserving distributed machine learning in the Internet of Things (IoT) context while improving the efficiency of the learning process and ...
来源: 评论
Awareness in robotics: An early perspective from the viewpoint of the EIC Pathfinder Challenge "Awareness Inside"
arXiv
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arXiv 2024年
作者: Santina, Cosimo Della Corbato, Carlos Hernandez Sisman, Burak Leiva, Luis A. Arapakis, Ioannis Vakalellis, Michalis Vanderdonckt, Jean D’Haro, LuisFernando Manzi, Guido Becchio, Cristina Elamrani, Aïda Alirezaei, Mohsen Castellano, Ginevra Dimarogonas, Dimos V. Ghosh, Arabinda Haesaert, Sofie Soudjani, Sadegh Stroeve, Sybert Verschure, Paul Bacciu, Davide Deroy, Ophelia Bahrami, Bahador Gallicchio, Claudio Hauert, Sabine Sanz, Ricardo Lanillos, Pablo Iacca, Giovanni Sigg, Stephan Gasulla, Manel Steels, Luc Sierra, Carles Department of Cognitive Robotics Delft University of Technology Delft Netherlands Oberpfaffenhofen Germany Department of Computer Science University of Luxembourg Luxembourg 4 Telefónica I+D Spain AEGIS IT Research GmbH Germany Université catholique de Louvain Belgium Speech Technology and Machine Learning Group ETSI de Telecomunicación Universidad Politécnica de Madrid Madrid Spain Alien Venture Studio Alien Technology Transfer Rome Italy Hamburg Germany Institut Jean Nicod École Normale Supérieure Paris France Research Technology and Development Department Digital Industry Software Helmond Netherlands Department of Information Technology Uppsala University Uppsala Sweden Division of Decision and Control Systems School of Electrical Engineering and Computer Science KTH Royal Institute of Technology Stockholm Sweden Max Planck Institute for Software Systems Kaiserslautern Germany Department of Electrical Engineering Control Systems Group Eindhoven University of Technology Eindhoven Netherlands Amsterdam Netherlands Donders Centre for Neuroscience Radboud University Nijmegen Netherlands Computer Science Department University of Pisa Pisa Italy Faculty of Philosophy Philosophy of Science The Study of Religion Ludwig Maximilian University of Munich Munich Germany School of Engineering Mathematics and Technology University of Bristol Bristol United Kingdom Autonomous Systems Laboratory Universidad Politécnica de Madrid Spain Madrid Spain Department of Information Engineering and Computer Science University of Trento Trento Italy Department of Information and Communications Engineering Aalto University Espoo Finland Department of Electronic Engineering Universitat Politècnica de Catalunya Barcelona Spain Studio Stelluti Brussels Belgium Barcelona Spain
Consciousness has been historically a heavily debated topic in engineering, science, and philosophy. On the contrary, awareness had less success in raising the interest of scholars in the past. However, things are cha... 详细信息
来源: 评论
Improving Gamma Imaging in Proton Therapy by Sanitizing Compton Camera Simulated Patient Data using Neural Networks through the BRIDE Pipeline
Improving Gamma Imaging in Proton Therapy by Sanitizing Comp...
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IEEE International Conference on Big Data
作者: Michael O. Chen Julian Hodge Peter L. Jin Ella Protz Elizabeth Wong Ruth Obe Ehsan Shakeri Mostafa Cham Matthias K. Gobbert Carlos A. Barajas Vijay R. Sharma Sina Mossahebi Lei Ren Stephen W. Peterson Jerimy C. Polf Departments of Mathematics Dartmouth College USA Dept. of Mathematics and Statistics U. of Maryland USA James M. Bennett High School Salisbury MD USA Department of Mathematics and Sciences Florida Atlantic University USA Department of Mathematics Brookdale Community College USA Dept. of Computer Science and of Software Engineering U. of Houston Clear Lake USA Dept. of Information Systems U. of Maryland USA Dept. of Radiation Oncology U. of Maryland School of Medicine USA Dept. of Physics U. of Cape Town South Africa M3D Inc. USA
Precision medicine in cancer treatment increasingly relies on advanced radiotherapies, such as proton beam radiotherapy, to enhance efficacy of the treatment. When the proton beam in this treatment interacts with pati... 详细信息
来源: 评论
A Guide to Image and Video based Small Object Detection using Deep Learning: Case Study of Maritime Surveillance
arXiv
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arXiv 2022年
作者: Rekavandi, Aref Miri Xu, Lian Boussaid, Farid Seghouane, Abd-Krim Hoefs, Stephen Bennamoun, Mohammed The Department of Computer Science and Software Engineering The University of Western Australia 35 Stirling Highway CrawleyWA6009 Australia The Department of Electrical Electronics and Computer Engineering The University of Western Australia 35 Stirling Highway CrawleyWA6009 Australia The School of Mathematics and Statistics The University of Melbourne Melbourne Australia submarine optronics undersea combat systems and undersea command and control maritime division Defence Science and Technology Group Australia
Small object detection (SOD) in optical images and videos is a challenging problem that even state-of-the-art generic object detection methods fail to accurately localize and identify such objects. Typically, small ob... 详细信息
来源: 评论
Time-intervals-related pattern selection for continuous event prediction
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Pattern Recognition 2025年 168卷
作者: Nevo Itzhak Szymon Jaroszewicz Robert Moskovitch Software and Information Systems Engineering Ben-Gurion University of the Negev Beer Sheva Israel Institute of Computer Science Polish Academy of Sciences Warsaw Poland Faculty of Mathematics and Information Science Warsaw University of Technology Warsaw Poland
Symbolic time intervals (STIs) are used in different domains to represent real-life events with varying durations, like traffic light timing or medical treatments. Multivariate temporal data may include STIs and event...
来源: 评论
Bias-corrected peaks-over-threshold estimation of the CVaR
arXiv
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arXiv 2021年
作者: Troop, Dylan Godin, Frédéric Yu, Jia Yuan Department of Computer Science and Software Engineering Concordia University Montreal Canada Department of Mathematics and Statistics Concordia University Montreal Canada Concordia Institute of Information Systems Engineering Concordia University Montreal Canada Quantact Actuarial and Financial Mathematics Laboratory Montreal Canada
The conditional value-at-risk (CVaR) is a useful risk measure in fields such as machine learning, finance, insurance, energy, etc. When measuring very extreme risk, the commonly used CVaR estimation method of sample a... 详细信息
来源: 评论