Initiating language engagement with multimodal learning tasks by Aránzazu García-Pinar

“…The present study explores the engagement among five engineering undergraduates for one semester while working on L2 tasks, which entailed the multimodal analysis of 8 technology-related TED Talks and was purposefully designed to initiate them into multimodal literacy and foster their language learning. …”
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Topological Data Analysis and Graph-Based Learning for Multimodal Recommendation by Khalil Bachiri, Ali Yahyaouy, Maria Malek, Nicoleta Rogovschi

Subjects: “…Multimodal recommendation systems…”
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Abnormality-aware multimodal learning for WSI classification by Thao M. Dang, Qifeng Zhou, Yuzhi Guo, Hehuan Ma, Saiyang Na, Thao Bich Dang, Jean Gao, Junzhou Huang

“…To address these limitations, we propose the Abnormality-Aware MultiModal (AAMM) learning framework, which integrates abnormality detection and multimodal feature learning for WSI classification. …”
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A Comprehensive Review of Multimodal Analysis in Education by Jared D. T. Guerrero-Sosa, Francisco P. Romero, Víctor H. Menéndez-Domínguez, Jesus Serrano-Guerrero, Andres Montoro-Montarroso, Jose A. Olivas

“…Multimodal learning analytics (MMLA) has become a prominent approach for capturing the complexity of learning by integrating diverse data sources such as video, audio, physiological signals, and digital interactions. …”
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MMEmAsis: multimodal emotion and sentiment analysis by Gleb A. Kiselev, Yaroslava M. Lubysheva, Daniil A. Weizenfeld

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Exploring Studies on Multimodal Literacy in English Learning: A Bibliometric Analysis by Ivan Samuel Christian, Zuliati Rohmah, Ilyana Jalaluddin

“…This study focuses on analyzing the productivity of research in multimodal literacy in English learning by using bibliometric analysis. …”
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Analysis of Multimodal Data in Project Management: Prospects for Using Machine Learning by P. A. Mikhnenko

“…The results of the study allowed us to conclude that for the analysis of multimodal data, natural language processing and intellectual decision support technologies are most in demand, which can serve as the basis for new technological solutions in the field of project management.…”
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Multimodal Deep Learning for Android Malware Classification by James Arrowsmith, Teo Susnjak, Julian Jang-Jaccard

Subjects: “…multimodal deep learning for Android malware detection…”
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Dynamic Tuning and Multi-Task Learning-Based Model for Multimodal Sentiment Analysis by Yi Liang, Turdi Tohti, Wenpeng Hu, Bo Kong, Dongfang Han, Tianwei Yan, Askar Hamdulla

Subjects: “…multimodal sentiment analysis…”
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Multimodal deep learning for art behavior analysis and personalized teaching path generation by Yikun Li, Jie Shi

Subjects: “…Multimodal deep learning…”
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DSGRec: dual-path selection graph for multimodal recommendation by Zihao Liu, Wen Qu

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Multimodal CustOmics: A unified and interpretable multi-task deep learning framework for multimodal integrative data analysis in oncology by Hakim Benkirane, Maria Vakalopoulou, David Planchard, Julien Adam, Ken Olaussen, Stefan Michiels, Paul-Henry Cournède

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Multimodal CustOmics: A unified and interpretable multi-task deep learning framework for multimodal integrative data analysis in oncology. by Hakim Benkirane, Maria Vakalopoulou, David Planchard, Julien Adam, Ken Olaussen, Stefan Michiels, Paul-Henry Cournède

“…The strength of our method lies in its capacity to unravel pathway activation through multimodal relationships and to extend enrichment analysis to spatial data for supervised tasks. …”
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Multimodal deep learning for cephalometric landmark detection and treatment prediction by Fei Gao, Yulong Tang

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TMFN: a text-based multimodal fusion network with multi-scale feature extraction and unsupervised contrastive learning for multimodal sentiment analysis by Junsong Fu, Youjia Fu, Huixia Xue, Zihao Xu

Subjects: “…Multimodal sentiment analysis…”
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Multimodal Analysis of Augmented Reality in Basic Programming Course: Innovation Learning in Modern Classes by Rizky Ema Wulansari, Rizki Hardian Sakti, Hasep Saputra, Agariadne Dwinggo Samala, Rifyal Novalia, Hla Myo Tun

“…In this experimental study, a multimodal analysis and the ASSURE model were used in incorporating AR in a contemporary classroom. …”
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Multimodal learning for enhanced SPECT/CT imaging in sports injury diagnosis by Zhengzheng Jiang, YaWen Shen

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Multimodal scene recognition using semantic segmentation and deep learning integration by Aysha Naseer, Mohammed Alnusayri, Haifa F. Alhasson, Mohammed Alatiyyah, Dina Abdulaziz AlHammadi, Ahmad Jalal, Jeongmin Park

“…These results demonstrate how the multimodal approach can improve scene detection and classification, with potential uses in fields including robotics, sports analysis, and security systems.…”
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Multimodal Sentiment Analysis Based on Expert Mixing of Subtask Representations by Ling Lei, Wangjun He, Qiuyan Zheng, Bing Zhu

Subjects: “…Multimodal sentiment analysis…”
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Enhanced Rolling Bearing Fault Diagnosis Using Multimodal Deep Learning and Singular Spectrum Analysis by Yunhang Wang, Hongwei Wang, Ruoyang Bai, Yuxin Shi, Xicong Chen, Qingang Xu

“…A decision-level multimodal fusion deep learning strategy is proposed for the effective fault detection of rolling bearings based on long-term fault signals collected from multiple sensors. …”
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