Human-AI collaboration is not very collaborative yet: a taxonomy of interaction patterns in AI-assisted decision making from a systematic review by Catalina Gomez, Sue Min Cho, Shichang Ke, Chien-Ming Huang, Mathias Unberath

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Survey of personalized federated learning for edge computing scenarios by HE Fan, WANG Yong, YANG Jing, YU Xu

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Review of privacy computing techniques for multi-party data fusion analysis by LIU Shenglong, HUANG Xiuli, JIANG Yiwen, JIANG Jiawei, TIAN Yuechi, ZHOU Zejun, NIU Ben

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Retracted: Research and Implementation of Distributed Computing Management System for College Students’ Sports Health Based on Integrated Regional Collaborative Medical Care by Occupational Therapy International

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Content-Enhanced Network Embedding for Academic Collaborator Recommendation by Jie Chen, Xin Wang, Shu Zhao, Yanping Zhang

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Enhanced federated learning for secure medical data collaboration by Benjamin Appiah, Isaac Osei, Bill K. Frimpong, Daniel Commey, Kwabena Owusu-Agymang, Gabriel Assamah

“…Abstract Federated learning (FL) enables collaborative model training across multiple institutions while preserving data privacy. …”
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Analysis of some key technical problems in the development of computing power network by Tao HE, Zhendong YANG, Chang CAO, Yan ZHANG, Xiongyan TANG

Subjects: “…computing power network;computing power measurement;integration of cloud and network;computing power collaboration…”
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Self-Organized Service Negotiation for Collaborative Decision Making by Bo Zhang, Zhenhua Huang, Ziming Zheng

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Collaborative filtering based on nonnegative/binary matrix factorization by Yukino Terui, Yuka Inoue, Yohei Hamakawa, Kosuke Tatsumura, Kazue Kudo, Kazue Kudo

“…Collaborative filtering generates recommendations by exploiting user-item similarities based on rating data, which often contains numerous unrated items. …”
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Optimising the paradigms of human AI collaborative clinical coding by Yue Gao, Yuepeng Chen, Minghao Wang, Jinge Wu, Yunsoo Kim, Kaiyin Zhou, Miao Li, Xien Liu, Xiangling Fu, Ji Wu, Honghan Wu

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Developer Recommendation and Team Formation in Collaborative Crowdsourcing Platforms by Yasir Munir, Qasim Umer, Muhammad Faheem, Sheeraz Akram, Arfan Jaffar

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Optimizing Knowledge Transfer Graph for Deep Collaborative Learning by Soma Minami, Naoki Okamoto, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi

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A Collaborative Recommend Algorithm Based on Bipartite Community by Yuchen Fu, Quan Liu, Zhiming Cui

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A Collaboratively Hidden Location Privacy Scheme for VANETs by Ying Mei, Guozhou Jiang, Wei Zhang, Yongquan Cui

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Flow Merging and Hub Route Optimization in Collaborative Transportation by Kerui Weng, Zi-hao Xu

“…This paper studies the optimal hub routing problem of merged tasks in collaborative transportation. This problem allows all carriers’ transportation tasks to reach the destinations optionally passing through 0, 1, or 2 hubs within limited distance, while a cost discount on arcs in the hub route could be acquired after paying fixed charges. …”
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Bayesian Prototypical Pruning for Transformers in Human–Robot Collaboration by Bohua Peng, Bin Chen

“…Action representations are essential for developing mutual cognition toward efficient human–AI collaboration, particularly in human–robot collaborative (HRC) workspaces. …”
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Spatial-spectral collaborative attention network for hyperspectral unmixing by Xiaojie Chen, Fanlei Meng, Ye Mo, Haixin Sun

“…The improved self-cross attention can collaboratively extract spatial-spectral domain information of HSIs, thereby obtaining more accurate abundance scores. …”
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New approaches of the Next-gen collaborative design platform by Vlachodimos Georgios

“…The human-machine cooperation has become commonplace through Computer-Aided Design tools, but a more improved collaboration appears possible only through an endeavor into a kind of artificial design intelligence and Augmented Reality. …”
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Collaboration and communities of practice in the field of medical ontology translation by Maria-Cornelia Wermuth, Michel J. Walravens, Marie-Alexandra H. Lambot

“…This article provides insight into the collaborative translation of medical ontologies and how translators' needs, commitment and desire to learn and share knowledge can be the seeds of a community of practice to support this type of translation. …”
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Multiantenna Clustering Collaboration for WPCNs Based on Nonlinear EH by Lina Yuan, Huajun Chen, Anran Zhou, Rong Wang, Xianli Wen

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