Vision transformer-based model can optimize curative-intent treatment for patients with recurrent hepatocellular carcinoma by Ke Zhang, Jinyu Ru, Wenbo Wang, Qiuping Ma, Fengwei Gao, Jiapeng Wu, Zhifei Dai, Qingyun Xie, Lei Mu, Haoyan Zhang, Jinhua Pan, Liting Xie, Qiyu Zhao, Jie Tian, Jie Yu, Ping Liang, Hong Wu, Kai Li, Wei Yang, Kun Wang, Tianan Jiang

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Application of Empirical Orthogonal Function Interpolation to Reconstruct Hourly Fine Particulate Matter Concentration Data in Tianjin, China by Hongwu Zhou, Haidong Pan, Shuang Li, Xianqing Lv

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Data‐Driven Innovation in Metal‐Organic Frameworks Photocatalysis: Bridging Gaps for CO2 Capture and Conversion with FAIR Principles by Claudia Bizzarri, Manuel Tsotsalas

“…By consolidating crucial data from scientific literature, such a database promotes efficient decision‐making in material selection for CO2 capture and utilization. Emphasizing the significance of open‐source initiatives and the principles of FAIR data—ensuring data are Findable, Accessible, Interoperable, and Reusable—a collaborative approach to data management and sharing is advocated for. …”
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Study on the Technological Innovation Supply–Demand Matching Mechanism for Major Railway Projects Based on a Tripartite Evolutionary Game by Xi Zhao, Yuming Liu, Xianyi Lang

“…Additionally, this study simulates the dynamic evolutionary processes of strategic selection. The findings reveal that the initial states of the three parties do not influence behavioral evolution. …”
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Two-Phase Optimization Models for Liner Shipping Network Based on Hub Ports Cooperation: From the Perspective of Supply-Side Reform in China by Jingmiao Zhou, Yuzhe Zhao, Xingwen Niu

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How schoolchildren wrote articles: reflection on the application of the participation methodology by M.R. Husnutdinova, A.G. Filipova

“…</strong> Adolescents demonstrated agency through autonomous topic selection, methodological decisions, and data interpretation. …”
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A survey of research on demand responsive transit and its route optimization by Shuai FENG, Xiaoming LIU

“…With the widespread application of new infrastructure and other technologies, demand responsive transit (DRT) is becoming the trend of urban traffic development in the future.In order to further clarify the research status of DRT at home and abroad, firstly, the classification of DRT and the operational production factors were analyzed.Secondly, the production process and operation practice of DRT mode were described.Thirdly, the DRT optimization problem was summarized and analyzed from the three dimensions including optimization objectives, constraint selection and solving algorithm, especially the meta heuristic algorithm.Finally, the prospect of DRT scenarios, model construction, algorithm solution, and the collaborative optimization were proposed.Several hotspots and possible directions of future research were suggested.…”
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About metal soaps in ethnographic collections  by Silvia Russo, Elodie Granget, Alexis Malefakis, Laura Brambilla, Jean-Baptiste Thomas, Edith Joseph

“…The study proposes a collaborative approach between conservators and scientists to identify and understand the metal soaps present on a selection of objects from the Ethnographic Museum at the University of Zurich. …”
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Editorial: Instruments and support practices for the achievement of Open Science goals – For a review of data in Criminal Procedural Law by Bruna Capparelli

“…To achieve these objectives, it will be argued that it is necessary to adopt a methodology on which to base the selection criteria of the scientific community of reference, to identify the types of actors and the relative modalities of analysis, at the moment when the construction of a collaborative and participative context is the first step to delimit a community representative of the criminal process and its different research techniques.…”
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Explanatory Data Science in Technology Applications by Wolfram Luther, A. J. Han Vinck

“…This volume presents a conference paper selection from the 4th Workshop on Collaborative Technologies and Data Science in Smart City Applications (CODASSCA 2024): Data Science and Reliable Machine Learning, held in Yerevan, Armenia, October 3-6, 2024, https://codassca2024.aua.am/. …”
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Multiobjective Evaluation of Configurations for Hybrid Electric Bus Equipped With Hybrid Energy Storage System Based on Optimal Energy Management Strategy by Kegang Zhao, Yelin Xie, Kunyang He, Zhihao Liang, Yanwei Liu

“…This article introduces a multiobjective evaluation method for hybrid powertrain configurations based on the nondominated sorting dynamic programming algorithm and employs parameter selection and collaborative energy management strategy optimization to overcome the challenge of large computational volume. …”
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FTLNet: federated deep learning model for multi-horizon wind power forecasting by Majad Mansoor, Gong Tao, Adeel Feroz Mirza, Balal Yousaf, Muhammad Irfan, Wei Chen

“…These results not only confirm the FTL-Net model's efficacy but also emphasize the significance of meticulous feature selection in federated learning contexts. Compared to other models, FTL-Net's superior performance, bolstered by feature selection, establishes it as a leading approach in the secure and competitive realm of wind power forecasting. …”
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Hard Carbon as Anodes for Potassium-Ion Batteries: Developments and Prospects by Peng Qiu, Haohong Chen, Hanzhi Zhang, Han Wang, Lianhao Wang, Yingying Guo, Ji Qi, Yong Yi, Guobin Zhang

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Optimal Design Method of Integrated Energy Systems Considering Staged Planning and Equipment Replacement by Lei ZOU, Yiming TANG, Zhuping LIU, Zhengyong WU, Chao FANG, Chaoqun WANG, Fushuan WEN

“…In this paper, a staged collaborative planning model of the park-type integrated energy system is built on the basis of the whole life cycle. …”
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Research approach by Verena Balz

“… Regional design is a collaborative and interactive social practice that includes a broad array of actors with a multiplicity of different interests. …”
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Research on asynchronous robust federated learning method in vehicle computing power network by YIN Hongbo, WANG Shuai, ZHANG Ke, ZHANG Yin

“…Secondly, a model selection method was designed, and potential malicious model detection and vehicle reputation evaluation methods are proposed to further enhance the robustness of the system. …”
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The Review of Current Artificial Intelligence Techniques for Educational Content Creation and Implementation by Veljko Aleksić, Danijela Vasilijević

“…Four current techniques of using artificial intelligence in education are examined: automated question generation, intelligent content summarization, selection and sequencing of adaptive multimedia, and collaborative filtering. …”
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Robust two stages federated learning for sensor based human activity recognition with label noise by Haifeng Sun, Junping Yao, Xiaojun Li, Yanfei Liu, Hongyang Gu

“…Abstract Federated learning is widely used for collaborative training of human activity recognition models across multiple devices with limited local data. …”
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An Activity Network Design and Charging Facility Planning Model Considering the Influence of Uncertain Activities in a Game Framework by Zechao Ma, Xiaoming Liu, Weiqiang Wang, Shangjiang Yang, Yuqi Yang, Yingjie Zhao, Hanqing Xia, Yuanrong Wang

“…In this study, we establish a bilevel programming model that takes into account the uncertainty in social responsibility and user charging selection behavior. Solutions for the activity network and facility planning schemes can be derived based on the collaborative relationships among the three parties. …”
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Locating Appropriate Reference Genes in Heteroblastic Plant <i>Ottelia cordata</i> for Quantitative Real-Time PCR Normalization by Panyang Guo, Runan Li, Jiaquan Huang, Liyan Yin

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