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检索条件"机构=Department of Cognitive Science Computer Science and Informatics"
23802 条 记 录,以下是131-140 订阅
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FedCSpc: A Cross-Silo Federated Learning System with Error-Bounded Lossy Parameter Compression
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IEEE Transactions on Parallel and Distributed Systems 2025年 第7期36卷 1372-1386页
作者: Zhang, Zhaorui Di, Sheng Zhao, Kai Jin, Sian Tao, Dingwen Ji, Zhuoran Liu, Benben Alharthi, Khalid Ayed Cao, Jiannong Cappello, Franck The Hong Kong Polytechnic University Department of Computing Hong Kong Florida State University Department of Computer Science United States Temple University Department of Computer and Information Sciences United States Indiana University Bloomington Luddy School of Informatics Computing and Engineering United States Shandong University School of Cyber Science and Technology China The University of Hong Kong LSCM R&D Center Hong Kong University of Bisha Department of Computer Science College Of Computing And Information Technology Saudi Arabia Argonne National Laboratory United States
Cross-Silo federated learning is widely used for scaling deep neural network (DNN) training over data silos from different locations worldwide while guaranteeing data privacy. Communication has been identified as the ... 详细信息
来源: 评论
BreastLightSAM: A Lightweight Pipeline for Fast and Accurate Breast Cancer Diagnosis and Tumor Segmentation
BreastLightSAM: A Lightweight Pipeline for Fast and Accurate...
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Medical Imaging 2025: Ultrasonic Imaging and Tomography
作者: Hu, Mingzhe Yang, Xiaofeng Department of Radiation Oncology Winship Cancer Institute Emory University AtlantaGA30322 United States Department of Computer Science and Informatics Emory University AtlantaGA30322 United States
BreastLightSAM presents an innovative, lightweight pipeline tailored to tackle the challenges associated with rapid and precise diagnosis of breast cancer in 2D ultrasound images. The model integrates a modified Segme... 详细信息
来源: 评论
Towards Robust Federated Learning: Investigating Poisoning Attacks Under Clients Data Heterogeneity  19
Towards Robust Federated Learning: Investigating Poisoning A...
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19th International Conference on Ubiquitous Information Management and Communication, IMCOM 2025
作者: Soubih, Abdenour Lahmer, Seyyid Ahmed Abuhamad, Mohammed Abuhmed, Tamer College of Computing and Informatics Sungkyunkwan University Suwon Korea Republic of Department of Information Engineering University of Padova Padua Italy Department of Computer Science Loyola University Chicago Chicago United States
Federated Learning (FL) offers a privacy-preserving solution by enabling multiple clients to train a shared model collaboratively without centralizing data. However, the decentralized nature of FL presents challenges,... 详细信息
来源: 评论
AI-Driven Innovation Using Multimodal and Personalized Adaptive Education for Students With Special Needs
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IEEE Access 2025年 13卷 69790-69820页
作者: Farhah, Nesren Adnan, Muhammad Abdullah Alqarni, Ahmed Irfan Uddin, M. Aldhyani, Theyazn H. H. King Salman Center for Disability Research Riyadh11614 Saudi Arabia Saudi Electronic University College of Health Science Department of Health Informatics Riyadh11673 Saudi Arabia Institute of Computing Kohat University of Science and Technology Kohat26000 Pakistan Al-Baha University Department of Computer Sciences and Information Technology Al-Aqiq 65779 Saudi Arabia Al Hofuf31982 Saudi Arabia
This study provides an in-depth exploration of the use of multimodal techniques in developing adaptive learning systems designed for students with special needs using various neural network models: a Baseline Neural N... 详细信息
来源: 评论
Enhancing Internet Traffic Forecasting in MEC Environments With 5GT-Trans: Leveraging Synthetic Data and Transformer-Based Models
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IEEE Access 2025年 13卷 83607-83618页
作者: Shukla, Ravi Shankar Alatawi, Abdulrahman M. Saudi Electronic University College of Computing and Informatics Department of Computer Science Riyadh 11673 Saudi Arabia Saudi Electronic University Department of Computer Science Riyadh 11673 Saudi Arabia
Recently, transformer-based learning models have shown promising results in network traffic prediction across various contexts. However, their potential in Mobile Edge Computing (MEC) environments remains largely unex... 详细信息
来源: 评论
Optimization of 6G resource allocation using CyberTwin function-based service enhancement scheme
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Eurasip Journal on Wireless Communications and Networking 2025年 第1期2025卷 1-27页
作者: Aldrees, Asma Min, Hong Daradkeh, Yousef Ibrahim Dutta, Ashit Kumar Anjum, Mohd Department of Informatics and Computer Systems College of Computer Science King Khalid University Abha61421 Saudi Arabia School of Computing Gachon University Seongnam13120 Korea Republic of Department of Computer Engineering and Information College of Engineering in Wadi Alddawasir Prince Sattam Bin Abdulaziz University Al-Kharj16273 Saudi Arabia Department of Computer Science and Information Systems College of Applied Sciences Almaarefa University Ad Diriyah Riyadh13713 Saudi Arabia Department of Computer Engineering Aligarh Muslim University Aligarh202002 India
The most innovative Service-Optimized Logging for Resource Allocation (SOL-RA) is in situations that support 6G connection. The CyberTwin architecture optimizes the quality of service provided to end users in 6G commu... 详细信息
来源: 评论
Deep Reinforcement Learning-Based Framework for Enhancing Cybersecurity
International Journal of Interactive Mobile Technologies
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International Journal of Interactive Mobile Technologies 2025年 第3期19卷 170-190页
作者: Al-Nawashi, Malek M. Al-Hazaimeh, Obaida M. Tahat, Nedal M. Gharaibeh, Nasr Abu-Ain, Waleed A. Abu-Ain, Tarik Al-Huson University College Al-Balqa Applied University Irbid Jordan Faculty of Information Technology Department of Information Security and Cybersecurity Philadelphia University Amman Jordan Faculty of Science The Hashemite University Zarqa Jordan College of Science and Computer Engineering Taibah University Yanbu Saudi Arabia College of Computing and Informatics Saudi Electronic University Riyadh Saudi Arabia
The detection of cyberattacks has been increasingly emphasized in recent years, focusing on both infrastructure and people. Conventional security measures such as intrusion detection, firewalls, and encryption are ins... 详细信息
来源: 评论
AtheroRisk: An Integrated computer Software System for Stroke Risk Stratification Utilizing Carotid Plaque Analysis in Ultrasound Videos
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SN computer science 2025年 第2期6.0卷 1-16页
作者: Gemenaris, Michalis Liapi, Georgia D. Markides, Christos Constantinou, Kyriacos Loizou, Christos P. Neophytou, Michalis Kardoulas, Dimitrios Pattichis, Marios S. Griffin, Maura Nicolaides, Andrew Pattichis, Constantinos S. Kyriacou, Efthyvoulos Department of Electrical Engineering Computer Engineering and Informatics Cyprus University of Technology Limassol Cyprus Department of Computer Science and Engineering Frederick University Nicosia Cyprus Department of Computer Science University of Cyprus Nicosia Cyprus American Medical Center Nicosia Cyprus Vascular Surgery Clinic Attikon General University Hospital Athens Greece Department of Electrical and Comp. Engineering Univ. of New Mexico Albuquerque NM United States Vascular Screening and Diagnostic Center Nicosia Cyprus
In this study we propose and evaluate AtheroRisk, a standalone integrated computer software system for the analysis of carotid B-mode ultrasound (U/S) images and videos. Our goal was to provide a tool to help physicia... 详细信息
来源: 评论
TCIP: Transformed Colour Intensity Profiles analysis for fault detection in power line insulators
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Multimedia Tools and Applications 2025年 第8期84卷 4503-4534页
作者: Tomaszewski, Michal Gasz, Rafal Kasana, Singara Singh Osuchowski, Jakub Singh, Simranjit Zator, Slawomir Department of Computer Science Faculty of Electrical Engineering Automatic Control and Informatics Opole University of Technology Prószkowska 76 Opole45-758 Poland Department of Computer Science and Information Technology Central University of Haryana Haryana Mahendergarh123031 India Department of Information Technology Dr B. R. Ambedkar National Institute of Technology Punjab Jalandhar India Department of Safety Engineering and Technical Systems Faculty of Production Engineering and Logistics Opole University of Technology Prószkowska 76 Opole45-758 Poland
In response to the escalating demand for electricity, the aging process and inherent failures in power lines have become unavoidable challenges in their operational integrity. This research addresses the imperative ne... 详细信息
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Unlocking Domain Specificity: Fine-Tuning Llama 2 for Enhanced Performance on Custom Datasets
Unlocking Domain Specificity: Fine-Tuning Llama 2 for Enhanc...
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International IoT, Electronics and Mechatronics Conference, IEMTRONICS 2024
作者: Bhattacharya, Swarnadwip Bhattacharjee, Anindita Das Roy, Pranab Singha Samanta, Tapas Department of Computer Science and Engineering Institute of Engineering and Management Kolkata700091 India Department of CSE IEM Centre of Excellence for InnovAI Institute of Engineering and Management Kolkata700091 India Department of Computer and Informatics Variable Energy Cyclotron Centre Kolkata700064 India
This paper aims to improve Llama 2’s performance by using personalized and modified datasets. Despite the impressive capabilities of large language models (LLMs) such as Llama 2, their effectiveness may be limited in... 详细信息
来源: 评论