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检索条件"机构=Dpt. of Computer Engineering and Computer Science"
680 条 记 录,以下是11-20 订阅
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On Mitigating Performance Disparities in Multilingual Speech Recognition
On Mitigating Performance Disparities in Multilingual Speech...
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2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024
作者: Swain, Monorama van Zee, Anna Katrine Søgaard, Anders Dpt. of Computer Science University of Copenhagen Lyngbyvej 2 CopenhagenDK-2300 Denmark
How far have we come in mitigating performance disparities across genders in multilingual speech recognition? We compare the impact on gender disparity of different fine-tuning algorithms for automated speech recognit... 详细信息
来源: 评论
Enhancing Concept Drift Detection in Drifting and Imbalanced Data Streams through Meta-Learning
Enhancing Concept Drift Detection in Drifting and Imbalanced...
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2023 IEEE International Conference on Big Data, BigData 2023
作者: Aguiar, Gabriel Jonas Cano, Alberto Virginia Commonwealth University Dpt. of Computer Science College of Engineering RichmondVA United States
One of the biggest challenges in learning from data streams is adapting the classification model to new data. Due to the evolving nature of data streams, they are subject to a phenomenon known as concept drift that ma... 详细信息
来源: 评论
A Machine Learning-assisted Game Theoretical Service Selection Strategy in UAV Networks
A Machine Learning-assisted Game Theoretical Service Selecti...
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2024 Global Congress on Emerging Technologies, GCET 2024
作者: Hadjkouider, Abdessalam Mohammed Kerrache, Chaker Abdelaziz Sahraoui, Yesin Adnane, Asma Calafate, Carlos T. Kasdi Merbah University of Ouargla Dpt. of Computer Science and IT Ouargla Algeria Université Amar Telidji de Laghouat Dpt. of Computer Science Laghouat Algeria National Higher School of AI Algiers Algeria Loughborough University Computer Science Department Loughborough United Kingdom Valencia Spain
The Unmanned Aerial Vehicle (UAV) has emerged as a transformative technology application in healthcare, environmental monitoring, and search and rescue operations, with the growing complexity of their services, Dynami... 详细信息
来源: 评论
A Reward Modulated Spiked Timing Depended Plasticity inspired algorithm applied on a MultiLayer Perceptron  27
A Reward Modulated Spiked Timing Depended Plasticity inspire...
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27th Pan-Hellenic Conference on Progress in Computing and Informatics with International Participation, PCI 2023
作者: Giannakas, Georgios Sapounaki, Maria Tsoukas, Vasileios Kakarountas, Athanasios Dpt. of Computer Science and Biomedical Informatics University of Thessaly Lamia Greece
The creation of a framework in which traditional Machine Learning and neuromorphic algorithms compete to solve a shared Reinforcement Learning environment is presented in this work. In addition, this configuration all... 详细信息
来源: 评论
A Review of Homomorphic Encryption and its Contribution to the Sector of Health Services  27
A Review of Homomorphic Encryption and its Contribution to t...
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27th Pan-Hellenic Conference on Progress in Computing and Informatics with International Participation, PCI 2023
作者: Roumpies, Fotios Kakarountas, Athanasios Dpt. of Computer Science and Biomedical Informatics University of Thessaly Lamia Greece
Homomorphic encryption is a groundbreaking cryptographic method that has made giant contributions to healthcare by addressing the urgent need for steady and privacy-keeping information analysis and sharing. This encry... 详细信息
来源: 评论
Leveraging protein-protein interactions in phenotype prediction through graph neural networks  21
Leveraging protein-protein interactions in phenotype predict...
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21st IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2024
作者: Smeriglio, Riccardo Rosell-Mirmi, Joana Radeva, Petia Abante, Jordi Universitat de Barcelona Dpt. of Physics Spain Politecnico di Torino Control and Computer Engineering Dpt. Turin Italy Headache Research Group Vall d'Hebron Institut de Recerca Catalonia Barcelona Spain Universitat de Barcelona Institute of Neurosciences Dpt. of Mathematics & Computer Science Catalonia Barcelona Spain Laboratory of Stem Cells & Regenerative Medicine Creatio Production & Validation Center of Advanced Therapies Spain Universitat de Barcelona Institute of Neurosciences Dpt. of Biomedical Sciences Spain Dpt. of Mathematics & Computer Science Catalonia Barcelona Spain
Current genotype-to-phenotype models, such as polygenic risk scores, only account for linear relationships between genotype and phenotype and ignore epistatic interactions, limiting the complexity of the diseases that... 详细信息
来源: 评论
Self-Supervised Graph Representation Learning for In-The-Wild Wearable and Smartphone based Emotion Recognition
Self-Supervised Graph Representation Learning for In-The-Wil...
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2025 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2025
作者: Ziogas, Ioannis Hadjileontiadis, Leontios J. Khandoker, Ahsan H. Al Shehhi, Aamna Dpt. of Biomedical Eng. and Biotechnology Khalifa University of Science and Technology Abu Dhabi United Arab Emirates Dpt. of Electrical and Computer Eng. Aristotle University of Thessaloniki Thessaloniki Greece
Wearable and smartphone-based emotion recognition (WER) remains a challenging setting in affective computing, due to the notorious difficulty and bias associated with in-the-wild label collection. The high inter-and i... 详细信息
来源: 评论
FraMark: A Blockchain Marketplace for a 5G Network Management using Fractional NFTs  7
FraMark: A Blockchain Marketplace for a 5G Network Managemen...
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7th World Symposium on Communication engineering, WSCE 2024
作者: Michoulis, George Tsourdinis, Kyros Niotis, George Kyranou, Konstantinos Fountoukidis, Eleutherios Lagkas, Thomas Argyriou, Vasileios Sarigiannidis, Panagiotis Psannis, Konstantinos E. Goudos, Sotirios K. Sidroco Holdings Ltd R&D Dpt. Thessaloniki Greece Sidroco Holdings Ltd R&D Dpt. Nicosia Cyprus Democritus University of Thrace Dpt. of Computer Science Kavala Greece University of Western Macedonia Dpt. of Electrical & Computer Engineering Kozani Greece Kingston University London Kingston Upon Thames Dpt. of Networks and Digital Media Surrey United Kingdom University of Macedonia Department of Applied Informatics Thessaloniki Greece ELEDIA@AUTH School of Physics Aristotle University of Thessaloniki Thessaloniki Greece
This paper presents FraMark, a blockchain-based framework for 5G network management that utilizes Hyperledger Fabric and fractional Non-Fungible Tokens (NFTs) to optimize resource allocation. We introduce a comprehens... 详细信息
来源: 评论
Should We Ban English NLP for a Year?
Should We Ban English NLP for a Year?
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2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022
作者: Søgaard, Anders Dpt. of Computer Science Pioneer Centre for Artificial Intelligence Dpt. of Philosophy University of Copenhagen Denmark
Around two thirds of NLP research at top venues is devoted exclusively to developing technology for speakers of English, most speech data comes from young urban speakers, and most texts used to train language models c... 详细信息
来源: 评论
Prediabetes detection in unconstrained conditions using wearable sensors
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Clinical Nutrition Open science 2024年 58卷 163-174页
作者: Tatli, Dimitra Papapanagiotou, Vasileios Liakos, Aris Tsapas, Apostolos Delopoulos, Anastasios Multimedia Understanding Group Dpt. of Electrical and Computer Engineering Faculty of Engineering AUTH Greece Embedded Systems Laboratory Institute of Electrical and Micro Engineering EPFL Lausanne Switzerland IMPACT Research Group Dpt. of Medicine Karolinska Institutet Huddinge Sweden Diabetes Centre Second Medical Department at Ippokratio General Hospital Thessaloniki Greece
Prediabetes is a common health condition that often goes undetected until it progresses to type 2 diabetes. Early identification of prediabetes is essential for timely intervention and prevention of complications. Thi... 详细信息
来源: 评论