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Detecting Interest-Factor Influenced Abnormal Evaluation of Teaching via Multimodal Embedding and Priori Knowledge Based Neural Network
Mao, Yu, Zhu, Yifan, Zhang, Sifan, Zhang, Dexiu, Zhang, Fuquan, Fan, Xiaozhong
Published in 2019 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom) (01.12.2019)
Published in 2019 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom) (01.12.2019)
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Conference Proceeding
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Enhanced Driver Stress Prediction from Multiple Biosignals via CNN Encoder-Decoder Model
Singh Roha, Vishal, Gaber Gendy, Maggie Ezzat, Pavan, Kaveti, Deserno, Thomas M., Ganapathy, Nagarajan, Yuce, Mehmet R.
Published in 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.07.2024)
Published in 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.07.2024)
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Yet Another ADNI Machine Learning Paper? Paving the Way Towards Fully-Reproducible Research on Classification of Alzheimer’s Disease
Samper-González, Jorge, Burgos, Ninon, Fontanella, Sabrina, Bertin, Hugo, Habert, Marie-Odile, Durrleman, Stanley, Evgeniou, Theodoros, Colliot, Olivier
Published in Machine Learning in Medical Imaging (07.09.2017)
Published in Machine Learning in Medical Imaging (07.09.2017)
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Book Chapter
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Multimodal Data Acquisition for the Assessment of Cerebellar Ataxia via Ballistic Tracking
Tran, Ha, Nguyen, Khoa D., Pathirana, Pubudu N., Horne, Malcolm, Power, Laura, Szmulewicz, David J.
Published in Proceedings of the annual international conference of the IEEE Engineering in Medicine and Biology Society (01.07.2020)
Published in Proceedings of the annual international conference of the IEEE Engineering in Medicine and Biology Society (01.07.2020)
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Conference Proceeding
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The 10th annual MLSP competition: Third place
Koncevicius, Karolis
Published in 2014 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) (01.09.2014)
Published in 2014 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) (01.09.2014)
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Conference Proceeding
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Early Diagnosis of Alzheimer's Disease Based on Multimodal Hypergraph Attention Network
Li, Yi, Yang, BaoYao, Pan, Dan, Zeng, An, Wu, Long, Yang, Yang
Published in Proceedings (IEEE International Conference on Multimedia and Expo) (01.07.2023)
Published in Proceedings (IEEE International Conference on Multimedia and Expo) (01.07.2023)
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Conference Proceeding
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Joint Self-Supervised and Supervised Contrastive Learning for Multimodal MRI Data: Towards Predicting Abnormal Neurodevelopment
Li, Zhiyuan, Li, Hailong, Ralescu, Anca L, Dillman, Jonathan R, Altaye, Mekibib, Cecil, Kim M, Parikh, Nehal A, He, Lili
Year of Publication 22.12.2023
Year of Publication 22.12.2023
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Journal Article
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The 10th annual MLSP competition: First place
Solin, Arno, Sarkka, Simo
Published in 2014 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) (01.09.2014)
Published in 2014 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) (01.09.2014)
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Conference Proceeding
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The 10th annual MLSP competition: Second place
Lebedev, Alexander V.
Published in 2014 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) (01.09.2014)
Published in 2014 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) (01.09.2014)
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Conference Proceeding
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Towards Classifying Human Circadian Rhythm Using Multiple Modalities
Riani, Kais, Sharak, Salem, Das, Kapotaksha, Abouelenien, Mohamed, Burzo, Mihai, Mihalcea, Rada, Elson, John, Maranville, Clay, Prakah-Asante, Kwaku, Manzoor, Waqas
Published in International Conference on Affective Computing and Intelligent Interaction and workshops (28.09.2021)
Published in International Conference on Affective Computing and Intelligent Interaction and workshops (28.09.2021)
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Conference Proceeding
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The Sound of Risk: A Multimodal Physics-Informed Acoustic Model for Forecasting Market Volatility and Enhancing Market Interpretability
Chen, Xiaoliang, Yu, Xin, Chang, Le, Jing, Teng, He, Jiashuai, Wang, Ze, Luo, Yangjun, Chen, Xingyu, Liang, Jiayue, Wang, Yuchen, Xie, Jiaying
Year of Publication 26.08.2025
Year of Publication 26.08.2025
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Journal Article
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Brain Treebank: Large-scale intracranial recordings from naturalistic language stimuli
Wang, Christopher, Yaari, Adam Uri, Singh, Aaditya K, Subramaniam, Vighnesh, Rosenfarb, Dana, DeWitt, Jan, Misra, Pranav, Madsen, Joseph R, Stone, Scellig, Kreiman, Gabriel, Katz, Boris, Cases, Ignacio, Barbu, Andrei
Year of Publication 13.11.2024
Year of Publication 13.11.2024
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Journal Article
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Classification of Cognitive Load based on Oculometric Features
Gambiraza, Mate, Kesedzic, Ivan, Sarlija, Marko, Popovic, Sinisa, Cosic, Kresimir
Published in 2021 44th International Convention on Information, Communication and Electronic Technology (MIPRO) (27.09.2021)
Published in 2021 44th International Convention on Information, Communication and Electronic Technology (MIPRO) (27.09.2021)
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Conference Proceeding
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FPDGL: Functional-Pathological Dual Graph Learning for Alzheimer's Disease Diagnosis
Xu, Jianyu, Kang, Kai, Chen, Jilin, An, Shilong, Tang, Ruichun, Liu, Peishun
Published in 2024 2nd International Conference on Intelligent Perception and Computer Vision (CIPCV) (17.05.2024)
Published in 2024 2nd International Conference on Intelligent Perception and Computer Vision (CIPCV) (17.05.2024)
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Conference Proceeding