An autonomous navigation method for field phenotyping robot based on ground-air collaboration by Zikang Zhang, Zhengda Li, Meng Yang, Jiale Cui, Yang Shao, Youchun Ding, Wanneng Yang, Wen Qiao, Peng Song

“…This study introduces a novel autonomous navigation method for phenotyping robots that leverages ground-air collaboration to meet the demands of unmanned crop phenotypic data collection. …”
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Application of human-in-the-loop hybrid augmented intelligence approach in security inspection system by Ying Huang, Ying Huang, XiaoKan Wang, XiaoKan Wang, Yong Zhang, Yong Zhang, Li Chen, Li Chen, HongJi Zhang

Subjects: “…human machine collaboration…”
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Advancements in Pathogen Detection: Argonaute-Based Nucleic Acid Detection Technology by Meng Hong, Guodi Wu, Yanli Ren, Shanshan Wu, Haihong Zhu, Zhi Chen

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Enhancing human-centered dynamic scene understanding via multiple LLMs collaborated reasoning by Hang Zhang, Wenxiao Zhang, Haoxuan Qu, Jun Liu

“…In this study, we propose V-HOI multi-LLMs collaborated reasoning (V-HOI MLCR), a novel framework consisting of a series of plug-and-play modules that could facilitate the performance of current V-HOI detection models by leveraging the strong reasoning ability of different off-the-shelf pre-trained large language models (LLMs). …”
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Decoupling and Collaboration: An Intelligent Gateway-Based Internet of Things System Architecture for Meat Processing by Jun Liu, Chenggang Zhou, Haoyuan Wei, Jie Pi, Daoying Wang

“…This architecture is centered around an intelligently decoupled gateway design and edge-cloud collaborative intelligent meat inspection. Pork freshness detection is used as an example. …”
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Entity and relation collaborative extraction approach based on multi-head attention and gated mechanism by Wei Zhao, Shan Zhao, Shuhui Chen, Tien-Hsiung Weng, WenJie Kang

“…Secondly, the performance of relevant entities detection is still unsatisfactory in entity and relation extraction tasks. …”
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Analysis of Collision Types in Collaborative Robots Using Mechanism Actuated by Pneumatic Artificial Muscle by Dávid Kóczi, József Sárosi

“…The findings have the potential to enhance the safety of collaborative robots.…”
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Innovation Ecosystems in Retail: Uncovering Technological Trends and Collaboration Networks Through Patent Mining by Navid Mohammadi, Mehrdad Maghsoudi, Mahdi Soghi

“…The methodology includes network construction, community detection, and keyword analysis, mapping out 8,225 entities and 14,805 collaborations. …”
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Determination of Hydrogen Cyanide in Mainstream Cigarette Smoke, CORESTA Collaborative Study and Recommended Method by Liu Xingyu, Chen Lisha, Tayyarah Rana

“…A collaborative study among 18 participating laboratories from five countries was conducted to publish a recommended method for the determination of hydrogen cyanide in mainstream cigarette smoke. …”
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Strengthening Vaccine Safety Systems, Research, and Regional Collaboration in Africa: A Call to Action by Beckie N. Tagbo, Chioma S. Ejekam, Winfred Oppong-Amoako, Tene Marceline Yameogo, Afework Mitiku, Dorothy O. Esangbedo, Nelisiwe Khuzwayo, Gugu Mahlangu, Samia M. Badar, Edinam A. Agbenu, Rhanda M. Adechina, Kwasi A. Nyarko

“…Strengthening vaccine safety systems and enhancing regional collaboration were recognized as urgent priorities to support the safe and effective deployment of vaccines and protect public health across Africa.…”
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Collaboration between subject teachers and special education teachers in Finnish lower secondary schools by Ninnu Kotilainen, Riikka Sirkko, Marjatta Takala

“…No school-wide teacher culture was detected, suggesting that individual teachers’ collaborative skills and willingness to collaborate are a factor in the success of collaboration.…”
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Incorporating generative conversational agents into collaborative argumentation: Do different customization strategies matter? by Xin Cui, Zhi-Qiang Ma, Xin-Ya You, Yuchen Chen, Jia-Jia Yao, Yun-Fang Tu

“…Collaborative argumentation allows groups to express, criticize, and integrate arguments to achieve the co-construction of collective knowledge. …”
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What characteristics make the best and the worst teacher collaborators? A case study in Serbia by Stajić Stefan, Đukičin-Vučković Smiljana, Jovanović Tamara, Ivanović-Bibić Ljubica

“…The objective of the research was to detect and analyse the teachers' perception of what is a "good" and a "bad" teacher they would like/dislike to collaborate with. …”
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An evaluation of HIV elite controller definitions within a large seroconverter cohort collaboration. by Ashley D Olson, Laurence Meyer, Maria Prins, Rodolphe Thiebaut, Deepti Gurdasani, Marguerite Guiguet, Marie-Laure Chaix, Pauli Amornkul, Abdel Babiker, Manjinder S Sandhu, Kholoud Porter, CASCADE Collaboration in EuroCoord

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A Shield Segment Bolt Detection and Localization Method Based on Ellipse Detection by Jie Liu, Shuaishuai Liu, Zhendong He, Yanqiu Xiao, Guangzhen Cui, Pengpeng Wang

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An Energy-Efficient Collaborative Ground Vibration Measurement Scheme Based on Compressed Sensing and Belief Propagation by Danqi Chen, Jilin Feng, Qiang Liu, Fangping Gao, Yanxia Zhang, Xiaoying Wang

“…However, the processing and transmission of ground vibration data present a heavy burden for the small nodes of WSNs, and a single sensor node cannot provide accurate results for ground vibration detection. In this paper, we present a promising energy-efficient collaborative ground vibration measurement scheme based on efficient compressed sensing method and belief propagation method using the difference in the signal strength to distribute wireless communication load among sensor nodes, improve the detection probability, and extend the lifetime of this system. …”
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Collaborative Optimization of Model Pruning and Knowledge Distillation for Efficient and Lightweight Multi-Behavior Recognition in Piglets by Yizhi Luo, Kai Lin, Zixuan Xiao, Yuankai Chen, Chen Yang, Deqin Xiao

“…In the third stage, using YOLOv8-GDA as the teacher model and YOLOv8-Prune as the student model, knowledge distillation is employed to further enhance detection accuracy, thus obtaining the YOLOv8-Piglet model, which strikes a balance between the detection accuracy and speed. …”
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Multiple UAV Swarms Collaborative Firefighting Strategy Considering Forest Fire Spread and Resource Constraints by Pei Zhu, Rui Song, Jiangao Zhang, Ziheng Xu, Yaqi Gou, Zhi Sun, Quan Shao

“…To address the demands of efficient forest fire detection and suppression, an adaptive multiple UAV swarm collaborative firefighting strategy considering dynamic forest fire spread and resource constraints was proposed in this paper. …”
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Partial discharge defect recognition method of switchgear based on cloud-edge collaborative deep learning by Zhijie Jia, Songhai Fan, Zhichuan Wang, Shuai Shao, Dameng He

“…An edge collaborative defect identification architecture for switchgear is constructed, which includes the terminal device side, terminal collection side, edge-computing side, and cloud-computing side. …”
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Marker-Based Safety Functionality for Human–Robot Collaboration Tasks by Means of Eye-Tracking Glasses by Enrico Masi, Nhu Toan Nguyen, Eugenio Monari, Marcello Valori, Rocco Vertechy

“…Human–robot collaboration (HRC) remains an increasingly growing trend in the robotics research field. …”
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