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检索条件"机构=Software Engineering and Information Systems Engineering Team"
3543 条 记 录,以下是21-30 订阅
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Toward Understanding Federated Learning over Unreliable Networks
IEEE Transactions on Machine Learning in Communications and ...
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IEEE Transactions on Machine Learning in Communications and Networking 2025年 3卷 80-97页
作者: Feng, Chenyuan Arafa, Ahmed Chen, Zihan Zhao, Mingxiong Quek, Tony Q. S. Yang, Howard H. EURECOM Department of Communication Biot06410 France University of North Carolina at Charlotte Department of Electrical and Computer Engineering CharlotteNC28223 United States Singapore University of Technology and Design Information Systems Technology and Design Pillar Tampines487372 Singapore Yunnan University Engineering Research Center of Cyberspace National Pilot School of Software Kunming650106 China Zhejiang University ZJU-UIUC Institute Haining314400 China Zhejiang University College of Information Science and Electronic Engineering Hangzhou310007 China University of Illinois at Urbana-Champaign Department of Electrical and Computer Engineering ChampaignIL61820 United States
This paper studies the efficiency of training a statistical model among an edge server and multiple clients via Federated Learning (FL) - a machine learning method that preserves data privacy in the training process -... 详细信息
来源: 评论
FedVC: Virtual Clients for Federated Learning with Imbalanced Label Distribution  24
FedVC: Virtual Clients for Federated Learning with Imbalance...
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3rd International Conference on Algorithms, Data Mining, and information Technology, ADMIT 2024
作者: Chen, Zhouguo Chen, Hongda Liu, Shuai Liu, Yongdong Schoolof Computer Science and Engineering Southeast University Jiangsu Nanjing China The 30th Research Institute of China Electronics Technology Group Corporation Sichuan Chengdu China School of Software Engineering Xian Jiaotong University Shaanxi Xian China China Industrial Control Systems Cyber Emergency Response Team Beijing China
Federated Learning (FL) has gained considerable attention for collaborative training in big data analysis, particularly in terms of privacy and communication constraints. Despite its promising advantages, FL faces the... 详细信息
来源: 评论
SAE-EDA: Sparse AutoEncoder-Based Feature Extraction and Exponential Discriminant Analysis for Robust Face Recognition  16th
SAE-EDA: Sparse AutoEncoder-Based Feature Extraction and Ex...
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16th International Conference on Social Robotics, ICSR + AI 2024
作者: Maafiri, Ayyad Himeur, Yassine Chougdali, Khalid Atalla, Shadi Mansoor, Wathiq Ziti, Soumia Ibn Tofail University Kenitra Morocco College of Engineering and Information Technology University of Dubai Dubai United Arab Emirates Intelligent Processing and Security of Systems Research Team Faculty of Sciences Mohammed V University in Rabat Rabat Morocco
Despite its advances, face recognition (FR) technology confronts significant challenges, especially in adverse conditions such as varying lighting, facial expressions, poses, and aging effects, which necessitate the d... 详细信息
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The Balance Model for V2X System with Variable Infrastructure
The Balance Model for V2X System with Variable Infrastructur...
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2025 systems of Signals Generating and Processing in the Field of on Board Communications, SOSG 2025
作者: Plotnikov, Pavel V. Tambovtsev, Gleb I. Vladyko, Andrei G. The Bonch-Bruevich Saint-Petersburg State University of Telecommunications Faculty of Information Technology and Software Engineering Saint Petersburg Russia The Bonch-Bruevich Saint-Petersburg State University of Telecommunications Faculty of Radioelectronic Systems and Robotics Saint Petersburg Russia
This paper addresses the optimization problem and seeks a balance equation between key performance-influencing parameters in a Vehicle-to-Everything (V2X) network. A novel mathematical optimization model is proposed, ... 详细信息
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Enhancing Intrusion Detection systems Using RNN, LSTM, and Hybrid RNN-LSTM Models  2
Enhancing Intrusion Detection Systems Using RNN, LSTM, and H...
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2nd International Conference on Machine Learning and Autonomous systems, ICMLAS 2025
作者: Ebadinezhad, Sahar Nia, Nooshin Nooraei Shirzad, Nasratullah Osemeha, Nwabueze Kenneth Near East University Department of Computer Information Systems Nicosia99138 Cyprus Artificial Intelligence Near East University Nicosia Cyprus Near East University Software Engineering Department Nicosia Cyprus
Due to The lack of comparison studies and practical applications of RNN, LSTM, and hybrid RNN-LSTM models for intrusion detection systems, especially when managing class imbalances in complex network datasets, represe... 详细信息
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Performance Analysis of the MUSIC Algorithm in Presence of Correlated Noise
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IEEE Access 2025年 13卷 91957-91971页
作者: Ham, Hyeong Woo Kwon, Hyuk-In Lee, Joon-Ho Hanwha Systems Naval Radar System Team Yongin17121 Korea Republic of Sejong University Department of Aerospace Systems Engineering Seoul05006 Korea Republic of Sejong University Department of Information and Communication Engineering Seoul05006 Korea Republic of
Passive direction finding has been studied over the past decades and theoretic performance prediction is a fundamental problem. The performance of the MUSIC algorithm for Direction-of-arrival (DOA) estimation under me... 详细信息
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IPL Data Analysis by Web Scraping and Using PowerBI
IPL Data Analysis by Web Scraping and Using PowerBI
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IT Innovation and Knowledge Discovery (ITIKD), International Conference on
作者: Mogith P Mothiswar T B G Mohammad Abubak J. Jagannathan N. Balaganesh Software Engineering Vellore Institute of Technology Vellore India School of Computer Science Engineering and Information Systems Vellore Institute of Technology Vellore India
Cricket fans throughout the world avidly follow the Indian Premier League (IPL), a competition of great fame. The IPL data is examined in this using Exploratory Data Analysis (EDA) approaches to find hidden trends, pa... 详细信息
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Bluetooth Vulnerabilities and Security
Bluetooth Vulnerabilities and Security
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Emerging Smart Computing and Informatics (ESCI), Conference on
作者: Mareeswari V Vijayan R Ashish Shukla Department of Software and Systems Engineering School of Computer Science Engineering and Information Systems (SCORE) Vellore Institute of Technology (VIT) Vellore India Department of Information Technology School of Computer Science Engineering and Information Systems (SCORE) Vellore Institute of Technology (VIT) Vellore India Master of Computer Applications School of Computer Science Engineering and Information Systems (SCORE) Vellore Institute of Technology (VIT) Vellore India
Bluetooth technology, which facilitates wireless communication between Billions of devices including smartphones, tablets, laptops, and Internet of Thing (IoT) devices, is a cornerstone of modern connectivity. Its imp... 详细信息
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PIXHELL: When Pixels Learn to Scream
arXiv
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arXiv 2025年
作者: Guri, Mordechai Ben-Gurion University of the Negev Israel Department of Software and Information Systems Engineering Offensive-Cyber Research Lab
This paper presents a technique for generating sound by leveraging the electrical properties of liquid crystal displays (LCDs). The phenomenon occurs due to vibrational noise produced by capacitors within the LCD pane... 详细信息
来源: 评论
Impact of Artificial Intelligence on Decision-Making in information systems
Impact of Artificial Intelligence on Decision-Making in Info...
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Advanced Research in Computing (ICARC), International Conference on
作者: RWMR Dharani Rajasinghe Dept. of Software Engineering & Information Systems Faculty of Computing NSBM Green University Homagama Sri Lanka
The study examines how artificial intelligence (AI) affects information systems (IS) decision-making, emphasizing how AI improves precision, speed, and flexibility in a range of industries. AI presents potential and p... 详细信息
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