Video description method based on multidimensional and multimodal information by Enjie DING, Zhongyu LIU, Yafeng LIU, Wanli YU

“…In order to solve the problem of complex information representation in automatic video description tasks,a multi-dimensional and multi-modal visual feature extraction and fusion method was proposed.Firstly,multi-dimensional features such as static and dynamic attributes of the video sequence were extracted by transfer learning,and the image description algorithm was also used to extract the semantic information of the key frames in the video.By doing this,the video features extraction was carried out.Then,multi-layer long and short memory networks were used to fuse multi-dimensional and multi-modal information,and finally generated a language description of the video content.Compared with the existing methods,experimental simulations results show that the proposed method achieves better results in the video automatic description task.…”
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Distance Learning Technologies as a Modern Resource of Implementing Active and Interactive Methods of Education for the Organization of Independent Work of Students by V. V. Maliataki, K. A. Kirichek, A. A. Vendina

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A Panoramic Review on Cutting-Edge Methods for Video Anomaly Localization by Rashmiranjan Nayak, Sambit Kumar Mishra, Asish Kumar Dalai, Umesh Chandra Pati, Santos Kumar Das

Subjects: “…Deep learning…”
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Learning the non-proportional multiaxial elastic–plastic response of an aluminium alloy with neural networks by Burcu Tasdemir, Antonio Pellegrino, Xinyu Su, Vito L. Tagarielli

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Role-Playing Method In Developing Islamic Student’s Entrepreneurship Mentality by Nur Rizqi Febriandika, Sisna Gaida

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An innovative semantically guided SAR imaging and target enhancement method by Guoru Zhou, Zhe Zhang, Bingchen Zhang, Yirong Wu

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Underwater Object Detection Method with Enhanced Wavelet Transform Features by Nan WEI, Wankou YANG, Weijie ZHOU, Longyu JIANG

“…To address this issue, this paper proposed an underwater object detection method with enhanced wavelet transform features. The paper introduced discrete wavelet transform(DWT) to decompose the multi-level features extracted by the deep learning framework into high- and low-frequency components. …”
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Comparative evaluation of CAM methods for enhancing explainability in veterinary radiography by Piotr Dusza, Tommaso Banzato, Silvia Burti, Margherita Bendazzoli, Henning Müller, Marek Wodzinski

“…Abstract Explainable Artificial Intelligence (XAI) encompasses a broad spectrum of methods that aim to enhance the transparency of deep learning models, with Class Activation Mapping (CAM) methods widely used for visual interpretability. …”
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Progress in Flood Risk Assessment Based on Data-Driven Methods by HE Xinyu, TIAN Wenchong, ZHANG Zhiyu, LIAO Zhenliang

“…,statistical analysis and machine learning,according to their principles.Then,the characteristics and applications of the two categories are introduced,and the problems and challenges faced by the research on data-driven methods are explored.…”
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Research on aircraft engine thrust estimation method incorporating attention mechanism by ZOU Yuhang, ZHAO Yongping

“…Additionally，to address the issue of thrust estimation under different flight conditions，this paper employs Fine-tuning and an improved Domain-Adversarial Neural Network （DANN）transfer learning method to strengthen the model's adaptability to multiple operational conditions. …”
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A Comparative Study of the Effect of Explicit, Implicit, and Discovery Learning Methods on EFL Learners’ Comprehension of English Passive Voice by sepideh rafiei sakhaei, Biook behnam, Zohreh Seifoori

Subjects: “…discovery learning methods…”
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The Relationship of Online Learning and Information Technology with Cognitive, Affective, and Psychomotor Abilities by Sidik Awaludin, Usman Chatib Warsa, Soetrisno Soemardjo, Elly Nurachmah, Arum Atmawikarta, Dwi Novitasari

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Deep Learning in Power Systems: A Bibliometric Analysis and Future Trends by Seyed Mahdi Miraftabzadeh, Andrea Di Martino, Michela Longo, Dario Zaninelli

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EFFICIENCY OF SCAFFOLDING METHOD IN THE LEARNING PROCESS OF MATHEMATICS COMPARATIVE MATERIAL IN GRADE V ELEMENTARY SCHOOL STUDENTS by Muhamad Diva Saidul, Nurbaiti Widyasari

“…This condition highlights the importance of the role of teachers in assisting with learning methods such as scaffolding. This study aims to analyze the efficiency of the scaffolding method in improving students' cognitive aspects. …”
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Effectiveness of case-based learning in comparison to alternate learning methods on learning competencies and student satisfaction among healthcare professional students: A systematic review by Beena Varma, Vineetha Karuveettil, Ritin Fernandez, Elizabeth Halcomb, Kaye Rolls, S Vijay Kumar, M S Aravind

“…To evaluate the effectiveness of case-based learning (CBL) versus alternate learning methods on learning competencies and student satisfaction among healthcare students. …”
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Performance analysis of advanced deep learning technics: Application to solar energy forecasting and management in several cities in Chad by Osée Mounkang, Claude Vidal Aloyem Kaze, Nzoko Tayo Dieudonné, Ghislain Junior Bangoup Ntegmi, Duclair Paul Edouard Pountounynyi, Hervice Roméo Fogno Fotso, Armel Zambou Kenfack, Germaine Kenmoe Djuidje, René Tchinda

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Implementation of Storytelling Method on Students’ Speaking Skills in the Department of Occupational Therapy by Noerdjanah, Sugiono

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A survey to investigate approaches, methods, contents and objectives in education for sustainable design by Yuri Borgianni, Aurora Berni, Idil Gaziulusoy, Fabrizio Ceschin, Nazli Terzioglu, Alessio Franconi, Laura Ruiz-Pastor, Niccoló Becattini

“…The data show that a variety of teaching methods are used, with a critical role played by project-based learning in addition to traditional lectures. …”
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Distributionally Robust Policy and Lyapunov-Certificate Learning by Kehan Long, Jorge Cortes, Nikolay Atanasov

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An Adaptive Variable-Weight Combination Forecasting Method for Energy Product Sales Based on Meta-Learning by Meitian Wang

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