Spontaneous use of Generative Artificial Intelligence and influence on collaborative learner writing by Kossi Seto Yibokou, Alex Boulton, Carmenne Kalyaniwala, Marc Schires

“…This study examines AI in language teaching and learning, and investigates the influence of GenAI on learners’ collaborative writing in English as an additional language (Lx). …”
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Collaborator: A Nonholonomic Multiagent Team for Tasks in a Dynamic Environment by Jing Ren, Mark Green

“…Applications in this class of problems include bomb detection and removal as well as rescuing of survivors from accidents or disasters. …”
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Multi-UAV Collaborative Target Search Method in Unknown Dynamic Environment by Liyuan Yang, Yongping Hao, Jiulong Xu, Meixuan Li

“…The experimental findings demonstrate that the proposed DAPSO method significantly outperforms other search strategies regarding the coverage and target detection rates.…”
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Disassembly of Distribution Transformers Based on Multimodal Data Recognition and Collaborative Processing by Li Wang, Feng Chen, Yujia Hu, Zhiyao Zheng, Kexin Zhang

“…In addition, the system captures 3D point cloud data of the transformer’s interior using multi-view RGB-D cameras and performs multimodal semantic segmentation and object detection via the ODIN model, facilitating the high-precision identification and cutting of complex components such as windings, studs, and silicon steel sheets. …”
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Development and Key Technologies Outlook of Foreign Multi-Missile Collaborative Projects by Liu Shuangxi, Xu Xiaoping, Huang Wei, Yan Binbin, Lin Zehuai, Ma Wenhui

“…Building on the intelligence of individual missiles, enhancing inter-missile capabilities in network communication, cooperative detection and sensing, cooperative task planning, cooperative guidance and control, and cooperative simulation can offer innovative approaches for enhancing multi-missile collaborative engagement capabilities in future systemic confrontations.…”
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Dynamic Collaborative Optimization Method for Real-Time Multi-Object Tracking by Ziqi Li, Dongyao Jia, Zihao He, Nengkai Wu

“…Multi-object tracking still faces significant challenges in complex conditions such as dense scenes, occlusion environments, and non-linear motion, especially regarding the detection and identity maintenance of small objects. …”
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Ten Years of International Collaboration to Address the Challenge of New Psychoactive Substances by J. Tettey, S. Levissianos

“…Therefore, strong international collaboration among all actors is needed to detect, identify, monitor, analyse and share information on the use and risks of these substances. …”
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Multi-camera video collaborative analysis method based on edge computing by Zhibo QI, Lei DU, Ru HUO, Fan YANG, Tao HUANG

“…In order to reduce the processing volume of multi-camera real-time video data in smart city scenarios, a video collaborative analysis method based on machine learning algorithms at the edge was proposed.Firstly, for the important objects detected by each camera, different key windows were designed to filter the region of interest (RoI) in the video, reduce the video data volume and extract its features.Then, based on the extracted data features, the same objects in the videos from different cameras were annotated, and a strategy for calculating the association degree value between cameras was designed for further reducing the video data volume.Finally, the GC-ReID algorithm based on graph convolutional network (GCN) and re-identification (ReID) was proposed, aiming at achieving the collaborative analysis of multi-camera videos.The experimental results show that proposed method can effectively reduce the system latency and improve the video compression rate while ensuring the high accuracy, compared with the existing video analysis methods.…”
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Threshold analysis of mortality outcomes in the collaborative ocular melanoma study (COMS) by Viktor T. Gill, Shiva Sabazade, Gustav Stålhammar

“…Aim The collaborative ocular melanoma study (COMS) reported similar survival between plaque brachytherapy (a type of interventional radiotherapy) and enucleation for medium-sized choroidal melanomas. …”
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The Maritime Smuggling Project: Challenges Within Collaborative Maritime Policing in The Netherlands by Mauro Boelens, Yarin Eski, Danique De Rijk

“…To raise awareness of potential criminal involvement, various government organizations collaborate within an Organized Crime Field Lab. This approach shifts the focus from repressively apprehending criminals to protecting legal businesses and professionals by enabling the public to inform, detect, and report smuggling activities, and by helping relevant sectors identify and regulate activities that facilitate organized crime. …”
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Experimental Study of Coherent Collaborative Processing Method in Distributed Automotive Radar by A. A. Kuzin, S. E. Kuznetsov, A. V. Miakinkov, R. S. Fadeev, S. A. Shabalin

“…Intelligent driver assistance systems are increasingly employing radar systems to detect, resolve, and track various classes of targets. …”
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Expert-AI Collaborative Training for Novice Endoscopists: A Path to Enhanced Efficiency by Zhen Zhang, Bai-Sheng Chen, Ling Du, Quan-Lin Li, Yan Zhu, Pei-Yao Fu, Wen-Zheng Qin, Huan-Kai Shou, Ping-Ting Gao, Xin-Yang Liu, Meng-Jiang He, Zi-Han Geng, Shuo Wang, Ping-Hong Zhou

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Creating a collaborative system for physical protection simulation in nuclear facility with virtual by A. G. N. Santo, A. C. A. Mól, D. M. Machado, E. R. Marins

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Nonconvex Optimization of Collaborative Multiband Spectrum Sensing for Cognitive Radios with Genetic Algorithms by Michele Sanna, Maurizio Murroni

“…Ultra-wideband sensing is of primary importance for SU to sense and access opportunistically several bands at a time. Reliable detection in wide geographical regions needs collaborative sensing. …”
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Distributed model cache-driven device-cloud collaboration in adaptive video analytics by LIAO Tianjun, ZHAO Maozhe, LIU Shengzhong, WU Fan

“…To address this, this paper proposes a mobile-oriented edge-cloud collaborative continuous learning framework. Specifically, this framework deploys a model caching on resource-constrained mobile devices and designs an edge-cloud collaborative hierarchical adaptation strategy that integrates “reuse, fine-tuning, and retraining”. …”
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Fusion of Computer Vision and AI in Collaborative Robotics: A Review and Future Prospects by Yuval Cohen, Amir Biton, Shraga Shoval

“…Addressing this gap, our review unifies the latest advances in visual recognition, deep learning, and semantic mapping within a structured taxonomy tailored to collaborative robotics. We examine foundational technologies such as object detection, human pose estimation, and environmental modeling, as well as emerging trends including multimodal sensor fusion, explainable AI, and ethically guided autonomy. …”
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European collaborations for safe and efficient dismantling: digital twins, ontology and data exchange by Jacques Marie-Bénédicte, Räty Antti, Cabrerizo Joseph A. Ridao, Daniska Dusan

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Impact of human and artificial intelligence collaboration on workload reduction in medical image interpretation by Mingyang Chen, Yuting Wang, Qiankun Wang, Jingyi Shi, Huike Wang, Zichen Ye, Peng Xue, Youlin Qiao

“…This meta-analysis evaluates the impact of human-AI collaboration on image interpretation workload. Four databases were searched for studies comparing reading time or quantity for image-based disease detection before and after AI integration. …”
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A Fuzzy Collaborative Sensor Network for Semiconductor Manufacturing Cycle Time Forecasting by Yu-Cheng Lin, Toly Chen, Yu-Cheng Wang

“…In the fuzzy collaborative sensor network, each sensor detects the status of a particular job as well as various environmental conditions present in the factory and uses a fuzzy neural network to analyze the received information. …”
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Segmenting collaborative users based on their physiological factors toward AirBnB by Carlota Lorenzo-Romero, Blas Alcalá-García, Miguel-Ángel Gómez-Borja

“…Collaborative consumption has generated the appearance of new business models, such as those created by peer-to-peer platforms, such as AirBnB, focused on renting the accommodation of the users themselves to other users. …”
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