A Scalable Architecture for the Dynamic Deployment of Multimodal Learning Analytics Applications in Smart Classrooms by Alberto Huertas Celdrán, José A. Ruipérez-Valiente, Félix J. García Clemente, María Jesús Rodríguez-Triana, Shashi Kant Shankar, Gregorio Martínez Pérez

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Visualizing Collaboration in Teamwork: A Multimodal Learning Analytics Platform for Non-Verbal Communication by René Noël, Diego Miranda, Cristian Cechinel, Fabián Riquelme, Tiago Thompsen Primo, Roberto Munoz

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Reggio Emilia and the arts approach: Two exceptional examples of multimodal learning in early years by Fadumo Aden, Evgenia Theodotou

“…This paper focuses on the concept of multimodal learning and discusses the Reggio Emilia approach and the arts approach in an effort to create links with the contents of multimodal learning. …”
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Predicting TCR-Epitope Binding Specificity Using Deep Metric Learning and Multimodal Learning by Alan M. Luu, Jacob R. Leistico, Tim Miller, Somang Kim, Jun S. Song

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Predicting Behavior Change in Students With Special Education Needs Using Multimodal Learning Analytics by Rosanna Yuen-Yan Chan, Chun Man Victor Wong, Yen Na Yum

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RadioPathomics: Multimodal Learning in Non-Small Cell Lung Cancer for Adaptive Radiotherapy by Matteo Tortora, Ermanno Cordelli, Rosa Sicilia, Lorenzo Nibid, Edy Ippolito, Giuseppe Perrone, Sara Ramella, Paolo Soda

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A decision support system in precision medicine: contrastive multimodal learning for patient stratification by Yin, Qing, Zhong, Linda, Song, Yunya, Bai, Liang, Wang, Zhihua, Li, Chen, Xu, Yida, Yang, Xian

“…Here, we develop a Contrastive Multimodal learning model for EHR (ConMEHR) based on topic modelling. …”
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Multimodal learning for fetal distress diagnosis using a multimodal medical information fusion framework by Yefei Zhang, Yanjun Deng, Zhixin Zhou, Xianfei Zhang, Pengfei Jiao, Zhidong Zhao

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Introducing Low-Cost Sensors into the Classroom Settings: Improving the Assessment in Agile Practices with Multimodal Learning Analytics by Hector Cornide-Reyes, René Noël, Fabián Riquelme, Matías Gajardo, Cristian Cechinel, Roberto Mac Lean, Carlos Becerra, Rodolfo Villarroel, Roberto Munoz

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Key factors predicting problem-based learning in online environments: Evidence from multimodal learning analytics by Xiang Wang, Di Sun, Gang Cheng, Gang Cheng, Heng Luo

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VSEM-SAMMI: An Explainable Multimodal Learning Approach to Predict User-Generated Image Helpfulness and Product Sales by Chengwen Sun, Feng Liu

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The Effect of the Multimodal Learning Model Using Animation Video on Islamic Elementary School Students’ Learning Outcomes by Sarifah Hanum Gea, Dewi Teti Setiawati, M. Bagus Ridwan, Elvi Sukriyah, Mardianto Mardianto, Haidir Haidir

“…Based on the results of the study, it was concluded that the multimodal learning model using video animation had an effect on the learning outcomes of PAI with the acquisition of a Significance Value of 0.001 <0.05. …”
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Bezemer, Jeff y Gunther Kress, 2016. Multimodality Learning and Communication. A Social Semiotic Frame by Dominique Manghi Haquin, Patricia Baeza Duffy

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DeepQoE : a multimodal learning framework for video quality of experience (QoE) prediction by Zhang, Huaizheng, Dong, Linsen, Gao, Guanyu, Hu, Han, Wen, Yonggang, Guan, Kyle

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Multimodal Learning‐Based Proactive Human Handover Intention Prediction Using Wearable Data Gloves and Augmented Reality by Rui Zou, Yubin Liu, Jie Zhao, Hegao Cai

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Data augmentation and multimodal learning for predicting drug response in patient-derived xenografts from gene expressions and histology images by Alexander Partin, Thomas Brettin, Yitan Zhu, James M. Dolezal, Sara Kochanny, Alexander T. Pearson, Maulik Shukla, Yvonne A. Evrard, James H. Doroshow, Rick L. Stevens, Rick L. Stevens

“…In assessing the multimodal learning based on the MCC metric, MM-Net outperforms all the baselines. …”
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Exploring the role of learning through play in promoting multimodal learning among children: a pilot study in Chinese first-tier cities by Xiuhan Li, Xiaoman Zhang, Yongle Zhao, Lu Zhang, Junjie Shang

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A Multi-Modality Deep Network for Cold-Start Recommendation by Mingxuan Sun, Fei Li, Jian Zhang

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Multimodal Deep Learning for Group Activity Recognition in Smart Office Environments by George Albert Florea, Radu-Casian Mihailescu

Subjects: “…multimodal learning…”
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Multimodal Federated Learning: A Survey by Liwei Che, Jiaqi Wang, Yao Zhou, Fenglong Ma

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