Exploring network dynamics in scientific innovation: collaboration, knowledge combination, and innovative performance by Yangyang Jia, Hongshu Chen, Jingkang Liu, Xuefeng Wang, Rui Guo, Ximeng Wang

“…Aside from fostering a collaborative network of institutions via co-authorship, fine-grained knowledge elements are extracted using KeyBERT from academic papers to build knowledge network layer. …”
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Large language model powered knowledge graph construction for mental health exploration by Shan Gao, Kaixian Yu, Yue Yang, Sheng Yu, Chenglong Shi, Xueqin Wang, Niansheng Tang, Hongtu Zhu

“…To address this gap, we present the Mental Disorders Knowledge Graph (MDKG)—a large-scale, contextualized knowledge graph built using large language models to unify evidence from biomedical literature and curated databases. …”
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Blockchain-based knowledge-aware semantic communications for remote driving image transmission by Yangfei Lin, Tutomu Murase, Yusheng Ji, Wugedele Bao, Lei Zhong, Jie Li

“…Remote driving, an emergent technology enabling remote operations of vehicles, presents a significant challenge in transmitting large volumes of image data to a central server. …”
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Environment Knowledge-Driven Generic Models to Detect Coughs From Audio Recordings by Sudip Vhaduri, Sayanton V. Dibbo, Yugyeong Kim

“…<italic>Methods:</italic> In this work, we present three generic modeling approaches &#x2013; <italic>unguided</italic>, <italic>semi-guided</italic>, and <italic>guided</italic> approaches considering three potential scenarios, i.e., when a user has no prior knowledge, some knowledge, and detailed knowledge about the environments, respectively. …”
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Important intergenerational transmission of knowledge in promotion of well-being and cultural identity in Greenland by Sofie Emma Rubin, Inunnguaq Mørch, Nuka Olsen, Kamilla Nørtoft

“…The outcomes of the KI-camps have informed the development of a broader KI-concept aiming at tailoring and implementing elements from KI-camps into early childhood education services, after-school programmes, and schools. In this paper we present the results from three workshop held in January 2024 in Sisimiut, Greenland where 28 older participants and 28 professionals were asked about essential knowledge and skills to be passed down to younger generations. …”
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BDEKD: mitigating backdoor attacks in NLP models via ensemble knowledge distillation by Zijie Zhang, Xinyuan Miao, Chenyu Zhou, Chenming Shang, Xi Chen, Xianglong Kong, Wei Huang, Yi Cao

“…This paper introduces a novel backdoor defence strategy, Backdoor Defense via Ensemble Knowledge Distillation (BDEKD), to mitigate various types of backdoors in compromised DNNs. …”
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Correlation of Knowledge and Attitude with the Use of a Travel Clinic for Pre-Travel Consultation by Ni Ketut Tannis Lestari, Putu Indah Budi Apsari, Made Indra Wijaya

“…The study sample consisted of 106 domestic tourists who were present in Bali during the period of May-September 2022. …”
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medicX-KG: a knowledge graph for pharmacists’ drug information needs by Lizzy Farrugia, Lilian M. Azzopardi, Jeremy Debattista, Charlie Abela

“…This paper presents medicX-KG, a pharmacist-oriented knowledge graph supporting clinical and regulatory decisions. …”
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Advancing Trans-Domain Classification With Knowledge Distillation: Bridging LIDAR and Image Data by Jesus Eduardo Ortiz, Werner Creixell

“…Recent advancements in deep learning have significantly improved image classification models, yet extending these models to alternative data forms, such as point clouds from Light Detection and Ranging (LiDAR) sensors, presents considerable challenges. This paper explores applying knowledge distillation techniques as a solution, aiming to transfer the learned competencies from established image classification frameworks to point cloud classification tasks. …”
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A review on the chemical ecology of the Fucaceae holobionts: from fundamental knowledge to applications by Rousseau, Coralie, Demoulinger, Gautier, Rousvoal, Sylvie, Champeval, Delphine, Dolly, Maurane, Michel, Gurvan, Thomas, François, Markov, Gabriel V., Potin, Philippe, Dittami, Simon M., Prado, Soizic, Leblanc, Catherine, Le Guillard, Cécile

“…This requires in-depth knowledge of the alga and its microbiota to recognize the origin and the synthesis pathways of these bioactive compounds. …”
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Causal integration of multi‐omics data with prior knowledge to generate mechanistic hypotheses by Aurelien Dugourd, Christoph Kuppe, Marco Sciacovelli, Enio Gjerga, Attila Gabor, Kristina B. Emdal, Vitor Vieira, Dorte B. Bekker‐Jensen, Jennifer Kranz, Eric.M.J. Bindels, Ana S.H. Costa, Abel Sousa, Pedro Beltrao, Miguel Rocha, Jesper V. Olsen, Christian Frezza, Rafael Kramann, Julio Saez‐Rodriguez

“…COSMOS combines extensive prior knowledge of signaling, metabolic, and gene regulatory networks with computational methods to estimate activities of transcription factors and kinases as well as network‐level causal reasoning. …”
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FedMDKGE: Multi-granularity Dynamic Knowledge Graph Embedding in Federated Learning by Wei Huang, Junling Chen, Dexian Wang, Pengfei Zhang, Jia Liu, Tianrui Li

“…In the client, we present a multi-granularity dynamic knowledge graph embedding model that improves the capability of dynamic knowledge graph embedding representation by focusing on multi-granularity temporal facts from the perspective of knowledge utilization. …”
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Knowledge and use of the digital platform of institutional documents by pharmacy professionals: a diagnosis by Elice Maria SILVA, Camila Nascimento MONTEIRO, Carlos Moreira CUNHA

“…Objective: This study analyzed the knowledge and use of the digital platform for accessing institutional documents by pharmacy professionals at a philanthropic hospital in São Paulo. …”
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Evaluation of Earthquake Knowledge Achievement Test of Health Services Vocational School Students by Erkut Özgür, Aydın Büyüksaraç

“…To determine the students' earthquake knowledge, the relationship between the total score of the earthquake knowledge level scale and the mean scores of its sub-dimensions and the students' independent variables was examined. …”
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Inspection of railway catenary systems using machine learning with domain knowledge integration by Kacper Marciniak, Paweł Majewski, Jacek Reiner

“…The application of machine learning methods to this problem is non-trivial, due to various constraints, including the cost of data acquisition. This paper presents innovative solutions leveraging domain knowledge to significantly improve the inference quality of machine learning models using existing training data. …”
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The traditional knowledge about the biodiversity of edible Brazilian fruits and their pollinators: an integrative review by Luan Victor Brandão dos Santos, Daniel Pereira Monteiro, André Luiz Borba do Nascimento, Roseli Farias Melo de Barros

“…Hymenoptera, especially bees, are the most important pollinators. A significant knowledge gap remains regarding the diversity of pollinators and their interactions with fruit trees. …”
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Mapping the current knowledge on leucocytes in human breastmilk: a scoping review protocol by Juan José Yepes-Nuñez, Claudia Angélica García-Alonso, Brenda Jiménez-López, Sebastián Castaño-Duque, Anna-Maria Lampousi, Erick Sánchez-Salguero, Marion E G Brunck

“…Our dissemination strategy includes peer-review publication and presentations at conferences and to relevant stakeholders.Registration details This protocol was registered in Open Science Framework (available at: https://osf.io/kwfsy) on 19 February 2024.…”
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A Biodiversity Observation Network to support conservation action and mainstream knowledge in Canada by Andrew Gonzalez, Mary I. O'Connor, Amanda E. Bates, Kyle Bobiwash, A. Cole Burton, Paul van Dam-Bates, Isaac Eckert, Dominique Gravel, C. Julián Idrobo, Laura Pollock, Andrew D.F. Simon, Margaret A. Slein, Péter Sólymos, Brian M. Starzomski, Jennifer Sunday, Eden Tekwa

“…This initiative responds to eight challenges presently constraining Canada's capacity to deliver timely and robust knowledge to achieve its biodiversity goals. …”
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Extracting Target Detection Knowledge Based on Spatiotemporal Information in Wireless Sensor Networks by Tian Wang, Zhen Peng, Cheng Wang, Yiqiao Cai, Yonghong Chen, Hui Tian, Junbin Liang, Bineng Zhong

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Red Flags Associated With Knowledge Of Speech And Language Disorders Among Special Educators by Syed Tariq Shah, Nazia Mumtaz, Ghulam Saqulain

“…Conclusion: The study concludes good knowledge of special educators about speech and language disorders with some red flags including the significant association of knowledge with qualification with master (special education) qualification presenting with a higher level of knowledge. …”
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