An Adaptive System Supporting Collaborative Learning Based on a Location-Based Social Network and Semantic User Modeling by Sook-Young Choi, Jang-Mook Kang

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ENHANCING PROFESSIONAL DEVELOPMENT THROUGH INTERNATIONAL COLLABORATIVE DIALOGUE: A STUDY OF MALAYSIAN AND AUSTRALIAN PRE-SERVICE TEACHERS by Vegneskumar Maniam, Tay Gerard, Ingrid Harrington, Hayley Trenchard, Susan Bennett

“…Significance - This study highlights the potential of the online collaborative project model to enhance pre-service teachers’ international collaboration skills. …”
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Immersive collaborative virtual reality for case-based graduate student teaching in thoracic surgery: A piloting study by Philipp Feodorovici, Nils Sommer, Philipp Bergedieck, Philipp Lingohr, Jörg C. Kalff, Joachim Schmidt, Jan C. Arensmeyer

“…However, studies have proven that the immersive character of virtual reality (VR) applications positively impact the understanding of spatial relationships.This study outlines the development and pilot testing of a novel system for collaborative, case-based VR teaching, utilizing real-time volume rendered computed tomography (CT) data of thoracic cases among graduate students. …”
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How does supply chain collaboration improve innovation performance of SMEs? The roles of absorptive capacity and business environment by Bin Sang, Rafidah Md Noor, Ezlika Mohd Ghazali, Nasrin Aghamohammadi

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A New Framework for Classifying University-Industry Collaboration Using Synthetic Minority Oversampling Technique and Stacking Ensemble by Uzapi Hange, Ezenwa Chike Nwanesi, Monhesea Obrey Patrick Bah

“…University-industry collaboration has emerged as a critical driver of innovation and economic growth. …”
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Advancing Food Consumer Science to Facilitate Health and Sustainability Transitions: Bridging Complexity, Collaboration, and Ensuring FAIR Data by Ellen van Kleef, Machiel Reinders, Elena Horská, Barbara Koroušić Seljak, Liisa Lähteenmäki, Lada Timotijevic, Hans van Trijp

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AMDCnet: attention-gate-based multi-scale decomposition and collaboration network for long-term time series forecasting by Shikang Hou, Song Sun, Tao Yin, Zhibin Zhang, Meng Yan

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LabOps: A flexible self-hosted workflow of open source tools for efficient collaboration within research laboratories. by Héctor D García-Verdugo, Cristian Román-Palacios

“…This paper discusses the implementation of a FOSS computational workflow for active collaboration within academic environments. …”
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Zone de dialogue entre didactique et médiatisation by Nicolas Guichon

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Selecting deconstruction processes using virtual reality comparisons by Yinghui Zhao, Gabriel Earle, Yun-Ha Jung, Carl Haas, Sriram Narasimhan

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Research on Collaborative Optimization Strategy of Railway Signal Nonlinear Control System Based on BBO Algorithm and Multi-objective Optimization by Xue Li, Yixuan Yang, Zheng Li, Hui He

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Modalités de collaboration entre étudiants et constitution d'une communauté dans une activité à distance by Charlotte Dejean-Thircuir

“…This study belongs to the field of computer mediated pedagogical communication and focuses on students' interactions while engaged in a collaborative task as part of a professional master 2 program in online language education. …”
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Example of Utilizing RobotStudio for Simulating a Solution in the Medical Sector by Natalia DANIEL (natalia.daniel@wat.edu.pl), Wojciech KACZMAREK (wojciech.kaczmarek@wat.edu.pl), Jarosław PANASIUK (jaroslaw.panasiuk@wat.edu.pl)

“…The aim of the article is to present the possibilities of the RobotStudio environment as a tool for presenting ideas related to the use of collaborative robots (cobots) in medicine. A partial review of robotic arm solutions was conducted, and an sample computer simulation was performed using RobotStudio, in which a robot administers a vaccine to a patient. …”
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Analyzing and Visualizing Uncertain Knowledge: The Use of TEI Annotations in the PROVIDEDH Open Science Platform by Michał Kozak, Alejandro Rodríguez, Alejandro Benito-Santos, Roberto Therón, Michelle Doran, Amelie Dorn, Jennifer Edmond, Cezary Mazurek, Eveline Wandl-Vogt

“…In this paper, we introduce a collaborative platform for collective annotation of TEI data sets. …”
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Using Moodle’s interactive tools in problem-based learning to enhance collaborative learning: an explanatory sequential mixed methods research by Anthony Wambua Wambua, Peter Mutua Maurice, Martin Mati Munyao

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ACGAN: adaptive conditional generative adversarial network architecture predicting skin lesion using collaboration of transfer learning models by R. Gomathi, S. Gnanavel, K.E. Narayana, B. Dhiyanesh

“…Using a proper process of augmentation of data, the suggested system attains a 94% accuracy for the VGG16, 93% for the ResNet50 and 94.25% for ResNet101. The process of collaboration of all such methods improves accuracy further to 95%. …”
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Collaborative Filtering Techniques for Predicting Web Service QoS Values in Static and Dynamic Environments: A Systematic and Thorough Analysis by Ghizlane Khababa, Sadik Bessou, Fateh Seghir, Nor Hazlyna Harun, Abdulaziz S. Almazyad, Pradeep Jangir, Ali Wagdy Mohamed

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Ethical and secure evidence generation from regionwide clinical data through a collaborative environment for advancing predictive care by Dolores Muñoyerro-Muñiz, Román Villegas, Víctor de la Oliva, Alberto Esteban-Medina, Patricia Fernández del Valle, Ana Sánchez, M. Belen Susin, Isidoro Gutierrez-Alvarez, Marta Reboredo, Laura Alejos, Carlos Loucera, Carlos Loucera, Joaquín Dopazo, Joaquín Dopazo

“…This study presents a collaborative infrastructure integrating a comprehensive Health Population Database (BPS) with a legal and computational framework to facilitate secure, large-scale clinical studies. …”
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SCA-CVENet: A Spatial-Channel-Attention Collaborative Cost Volume Enhancement Network for High-Quality Depth Reconstruction by Mao Tian, Xudong Zhao, Xiong Lv

“…In this paper, to address this issue, we propose SCA-CVENet, which is an efficient spatial-channel-attention collaborative cost volume enhancement network for high-quality depth map reconstruction. …”
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A Novel Hybrid Item-Based Similarity Method to Mitigate the Effects of Data Sparsity in Multi-Criteria Collaborative Filtering by Burcu Demirelli Okkalioglu

“…Addressing the persistent challenge of data sparsity, a novel similarity method, hybrid item-based, for multi-criteria collaborative filtering is proposed in this study. The proposed approach introduces a local similarity measure that combines a modified Jaccard similarity with a distance-based method, enhancing item-to-item similarity calculations. …”
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