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检索条件"机构=Dep. Of Computer Science and Technology"
394 条 记 录,以下是21-30 订阅
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Gradual divergence for seamless adaptation: a novel domain incremental learning method  24
Gradual divergence for seamless adaptation: a novel domain i...
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Proceedings of the 41st International Conference on Machine Learning
作者: Kishaan Jeeveswaran Elahe Arani Bahram Zonooz Dep. of Mathematics and Computer Science Eindhoven University of Technology NL Dep. of Mathematics and Computer Science Eindhoven University of Technology NL and Wayve Technologies Ltd London UK
Domain incremental learning (DIL) poses a significant challenge in real-world scenarios, as models need to be sequentially trained on diverse domains over time, all the while avoiding catastrophic forgetting. Mitigati...
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Machine Learning Application to Transmission Quality Assessment in Optical Networks  30
Machine Learning Application to Transmission Quality Assessm...
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30th International Conference on Software, Telecommunications and computer Networks, SoftCOM 2022
作者: Kozdrowski, Stanislaw Cichosz, Pawel Sujecki, Slawomir Warsaw University of Technology Institute of Computer Science Warsaw Poland University of Science and Technology Telecommunications and Teleinformatics Dep. Wroclaw Poland
This paper presents the application of 2 selected machine learning methods for transmission quality assessment in optical networks. The proposed solution uses real data to train classification models that predict whet... 详细信息
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The Role of the Internet of Things in Monitoring Air Pollution-A Survey  11
The Role of the Internet of Things in Monitoring Air Polluti...
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11th International Conference on Information technology, ICIT 2023
作者: Abusukhon, Ahmad Alghannam, Bareeq Al-Zaytoonah University of Jordan Faculty of Science and Information Technology Computer Science Dep. Amman Jordan College of Business Studies the Public Authority for Applied Education and Training Department of Computer Science and Information System Kuwait City Kuwait
Air pollution is one of the most common problems that the world is facing today. In fact, there are numerous causes of air pollution, including the large number of industries and automobiles that emit carbon dioxide (... 详细信息
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Clinical Informatics System to Understand Lung Cancer Using Transfer Learning-Based computer-Aided Application  7
Clinical Informatics System to Understand Lung Cancer Using ...
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7th International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2023
作者: Abugabah, Ahed Mehmood, Atif Shahid, Farah College of Technological Innovation Zayed University Abu Dhabi United Arab Emirates Zhejiang Normal University Dep. of Computer Science and Technology Jinhua321002 China
Lung cancer is the second leading cause of death worldwide after cardiovascular disease. Due to late diagnosis, lung cancer patients have an extremely low survival rate when compared to other cancer patients. Hence, e... 详细信息
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Exploring Genetic Programming Models in computer-Aided Diagnosis of Skin Cancer Images  13
Exploring Genetic Programming Models in Computer-Aided Diagn...
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13th IEEE Congress on Evolutionary Computation, CEC 2024
作者: Ain, Qurrat Ui Al-Sahaf, Harith Xue, Bing Zhang, Mengjie School of Engineering and Computer Science Victoria University of Wellington PO Box 600 Wellington New Zealand College of Engineering and Info. Technology AlShaab University Dep. of Cybersecurity Engineering Baghdad Iraq
Extracting important information from complex skin lesion images is vital to effectively distinguish between different types of skin cancer images. In addition to providing high classification performance, such comput... 详细信息
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Preventing Overfitting on Noisy Labels Through Adaptive Checkpointing
Preventing Overfitting on Noisy Labels Through Adaptive Chec...
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International Conference of Signal Processing and Intelligent Systems (ICSPIS)
作者: Aref Azizian Rouhollah Ahmadian Mehdi Ghatee Mostafa Shamsi Dep. of Math. & Computer Science Amirkabir University of Technology Tehran Iran
Overfitting and the presence of noisy labels are significant challenges in the training of machine learning models, particularly in complex datasets. This paper introduces a novel checkpointing method designed to miti... 详细信息
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A Proposed Approach for Risk Planning and Management  25
A Proposed Approach for Risk Planning and Management
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25th International Arab Conference on Information technology, ACIT 2024
作者: Al Refai, Mohammed N. Al-Smadi, Yazan Al-Momani, Adai Jamhawi, Zeyad M. Otoom, Ahmed Ali Atoum, Issa Yaseen, Ahid Ababneh, Jafar Kanan, Mohammad Zarqa University Software Engineering Dep. Zarqa Jordan Zarqa University Department of Computer Science Zarqa Jordan Applied Science Private University Department of Computer Science Amman Jordan Applied Science Private University Department of Cyber Security Amman Jordan Philadelphia University Faculty of Information Technology Software Engineering Department Jordan Zarqa University Department of Cyber Security Zarqa Jordan University of Business and Technelogy Dep. of Industry Engineering Jeddah21432 Saudi Arabia
Project Risk management is the process of identifying, evaluating, avoiding, or reducing risks. Where there is no software project without risks existence are natural in the context of project planning and management.... 详细信息
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Prediction of Electrical Characteristics of a-IGZO TFT Based on Transfer Learning-Based Variational Autoencoder
Prediction of Electrical Characteristics of a-IGZO TFT Based...
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2023 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2023
作者: Bea, Khean-Thye Wei-Hsuan Lin, Shih-Shin Hu Lin, Da-Zheng Hu, Hsin-Hui Chen, Xiu-Zhi Lin, Ting-Ru Chen, Yen-Lin Chen, Kun-Ming Cheng, Wai Khuen National Taipei University of Technology Dep. of Electronic Engineering Taipei106 Taiwan National Taipei University of Technology Dep. of Computer Science and Information Engineering Taipei106 Taiwan Taiwan Semiconductor Research Institute Hsinchu30078 Taiwan Universiti Tunku Abdul Rahman Faculty of Information and Communication Technology Kampar31900 Malaysia
In this study, we proposed a transfer-learning based variational autoencoder model for predicting the electrical characteristics in the parameter tuning process of a-IGZO TFT structure design. The result achieve a hig...
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Real-Time Audio Analysis for Detection of Apnea Intervals in Health-Care System
Real-Time Audio Analysis for Detection of Apnea Intervals in...
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International Conference of Signal Processing and Intelligent Systems (ICSPIS)
作者: Alireza Vahdani Mahdieh Rahmati Mehdi Sharifi Mehdi Ghatee Dep. Of Math. And Computer Science Amirkabir University of Technology Iran Tehran Iran
Accurate detection of respiratory pauses is crucial in patients undergoing cataract surgery under sedation, as undetected pauses can lead to serious complications. Conventional monitoring techniques, such as pulse oxi... 详细信息
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The Correlation Between Architecture Smells, Package Stability and Reusability: A Case Study  4
The Correlation Between Architecture Smells, Package Stabili...
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4th IEEE International Maghreb Meeting of the Conference on sciences and Techniques of Automatic Control and computer Engineering, MI-STA 2024
作者: Benidris, Mrwan Elfallah, Ehab A. Omar Cheema, Marwa Aslam Alsma, Mohammed Salah Addin Kadiki, Tareq Ziad Elbarsha, Abdelfattah University of Benghazi Faculty of Information Technology Dep. of Computer Science Libya Libyan International Medical University Faculty of Information Technology Dept. of Software Engineering Libya University of Benghazi Faculty of Public Health Health Informatics Department Libya
the design decisions made in the architecture of a software system are essential to its maintainability, and thus its quality is of great importance. Architecture smells (ASs) can be used to identify any quality issue... 详细信息
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