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检索条件"机构=Multimedia InfoRmation Systems and Advanced Computing Laboratory"
494 条 记 录,以下是1-10 订阅
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Deep Learning for Detecting Mental Disorder from User Content on Social Media
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SN Computer Science 2025年 第2期6卷 1-29页
作者: Tounsi, Malek Ameur, Hanen Jamoussi, Salma Multimedia Information Systems and Advanced Computing Laboratory University of Sfax Technopole of Sfax Sfax Tunisia
The prevalence of mental health disorders is rising, with many individuals expressing their thoughts and feelings through social media posts. This presents an opportunity for early detection of mental conditions using... 详细信息
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Hybrid EEG-fNIRS Detection of MCI Subtypes Based on Transformer Network
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SN Computer Science 2025年 第4期6卷 1-13页
作者: Bouaziz, Bassem Chaabene, Siwar Mahdi, Walid Multimedia InfoRmation Systems and Advanced Computing Laboratory (MIRACL) University of Sfax Sfax 3023 Tunisia
Preventing the progression of mild cognitive impairment (MCI) to dementia is of paramount importance in the field of healthcare. Furthermore, detecting the subtle indications of MCI in its early stages is difficult bu... 详细信息
来源: 评论
Detection of Heart Diseases Using CNN-LSTM  22nd
Detection of Heart Diseases Using CNN-LSTM
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22nd International Conference on Hybrid Intelligent systems, HIS 2022 and the 18th International Conference on information Assurance and Security, IAS 2022
作者: Karoui, Hend Hamza, Sihem Ayed, Yassine Ben Multimedia Information Systems and Advanced Computing Laboratory MIRACL University of Sfax Sfax Tunisia
The ElectroCardioGram (ECG) is one of the most used signals for the prediction of heart disease. Lots of research are based on the ECG signal for the detection of cardiac diseases. In this research, we propose a four ... 详细信息
来源: 评论
Improving Speech Emotion Recognition Using Data Augmentation and Balancing Techniques  22
Improving Speech Emotion Recognition Using Data Augmentation...
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22nd International Conference on Cyberworlds, CW 2023
作者: Barhoumi, Chawki Ayed, Yassine Ben National School of Electronics and Telecommunications of Sfax Stax Tunisia Multimedia InfoRmation Systems and Advanced Computing Laboratory Sfax Tunisia
Speech Emotion Recognition (SER) is a challenging task due to the complexity and variability of human emotions. In this paper, we propose an innovative approach to improve SER performance on the EMODB dataset. Our app... 详细信息
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Parameter-efficient fine-tuning of Whisper for low-resource speech recognition  5
Parameter-efficient fine-tuning of Whisper for low-resource ...
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5th International Seminar on Artificial Intelligence, Networking and information Technology, AINIT 2024
作者: Liu, Yunpeng Qu, Dan School of Information Systems Engineering University of Information Engineering Laboratory For Advanced Computing and Intelligence Engineering Department of Artificial Intelligence Henan China Systems Engineering University of Information Engineering Laboratory For Advanced Computing and Intelligence Engineering Henan China
Limited data availability remains a significant challenge for Whisper's low-resource speech recognition performance, falling short of practical application requirements. While previous studies have successfully re... 详细信息
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Meta-Adapter for Self-Supervised Speech Models: A Solution to Low-Resource Speech Recognition Challenges  30
Meta-Adapter for Self-Supervised Speech Models: A Solution t...
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Joint 30th International Conference on Computational Linguistics and 14th International Conference on Language Resources and Evaluation, LREC-COLING 2024
作者: Chen, Yaqi Zhang, Hao Yang, Xukui Zhang, Wenlin Qu, Dan School of Information Systems Engineering Information Engineering University China Laboratory for Advanced Computing and Intelligence Engineering China
Self-supervised models have demonstrated remarkable performance in speech processing by learning latent representations from large amounts of unlabeled data. Although these models yield promising results on low-resour... 详细信息
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EEG and fMRI Artifact Detection Techniques: A Survey of Recent Developments
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SN Computer Science 2023年 第5期4卷 528页
作者: Mili, Rahma Bouaziz, Bassem Maalel, Ahmed Gargouri, Faiez Multimedia InfoRmation Systems and Advanced Computing Laboratory (MIRACL) Faculty of Economics and Management of Sfax University of Sfax Sfax 3021 Tunisia Multimedia InfoRmation Systems and Advanced Computing Laboratory (MIRACL) Higher Institute of Computer and Multimedia of Sfax Sfax 3021 Tunisia RIADI Laboratory National School of Computer Sciences University of Manouba Manouba 2010 Tunisia Higher Institute of Applied Sciences and Technology University of Sousse Sousse 4003 Tunisia
The evolution of different techniques for exploring cerebral activity and the development of signal processing and analysis methods have enabled a better understanding of the dynamic cerebral mechanisms in favor of fi... 详细信息
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New Dynamic Bayesian Network for Time-To-Event Prediction  21
New Dynamic Bayesian Network for Time-To-Event Prediction
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2024 IEEE/ACS 21st International Conference on Computer systems and Applications, AICCSA 2024
作者: Ben Abdallah, Walid Njah, Hasna Jamoussi, Salma National Engineering School of Gabes Gabes University Tunisia Sfax University Multimedia InfoRmation Systems and Advanced Computing Laboratory Tunisia Higher Institute of Computer Sciences and Multimedia of Gabes Gabes University Tunisia Higher Institute of Computer Sciences and Multimedia of Sfax Sfax University Tunisia
Time-To-event prediction is an important analytical approach in medical research and personalized medicine that aims to predict the timing of clinically relevant occurrences and find associated risk variables. In the ... 详细信息
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Opportunities for retrieval and tool augmented large language models in scientific facilities
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npj Computational Materials 2024年 第1期10卷 588-595页
作者: Michael H.Prince Henry Chan Aikaterini Vriza Tao Zhou Varuni K.Sastry Yanqi Luo Matthew T.Dearing Ross J.Harder Rama K.Vasudevan Mathew J.Cherukara Advanced Photon Source Argonne National LaboratoryLemontILUSA Center for Nanoscale Materials Argonne National LaboratoryLemontILUSA Argonne Leadership Computing Facility Argonne National LaboratoryLemontILUSA Business and Information Systems Argonne National LaboratoryLemontILUSA Center for Nanophase Materials Oak Ridge National LaboratoryOak RidgeTNUSA
Upgrades to advanced scientific user facilities such as next-generation x-ray light sources,nanoscience centers,and neutron facilities are revolutionizing our understanding of materials across the spectrum of the phys... 详细信息
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HybridCRS-TMS: Integrating Collaborative Recommender System and TOPSIS for Optimal Transport Mode Selection
HybridCRS-TMS: Integrating Collaborative Recommender System ...
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19th International Conference on Software Technologies, ICSOFT 2024
作者: Rekik, Mouna Grati, Rima Benmohamed, Ichrak Boukadi, Khouloud Higher Institute of Transport and Logistics of Sousse Tunisia University of Sfax Multimedia Information systems and Advanced Computing Laboratory Tunisia Zayed University College of Technological Innovation Abu Dhabi United Arab Emirates
The pervasive influence of smartphones and mobile internet has revolutionized journey planning, particularly transportation. With navigation applications delivering real-time information, recommender systems have emer... 详细信息
来源: 评论