Commentary on "Preliminary Species Hypotheses" in Entomological Taxonomy: A Global Data and FAIR Infrastructure Perspective by Sharif Islam

“…What if early taxonomic findings were treated like preprints, open to iterative improvement or managed with practices from the open-source community, such as Git branching, merging and patch management? …”
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Performance Improvement Based Authentication Protocol for Intervessel Traffic Service Data Exchange Format Protocol Based on U-Navigation System in WoT Environment by Byunggil Lee, Namje Park

“…The output of standardization is distributed as the IALA recommendation V-145, and the protocol is implemented with an open source. The IVEF open source, however, is the code used to check the functions of standard protocols. …”
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Unstructured Big Data Threat Intelligence Parallel Mining Algorithm by Zhihua Li, Xinye Yu, Tao Wei, Junhao Qian

“…Initially, open-source cybersecurity analysis reports are collected and converted into a standardized text format. …”
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High-Resolution Estimation of Daily PM_2.5 Levels in the Contiguous US Using Bi-LSTM with Attention by Zhongying Wang, James L. Crooks, Elizabeth Anne Regan, Morteza Karimzadeh

“…Additionally, due to the lack of open-source code, generating estimates for other areas and time periods remains cumbersome. …”
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Designing and implementing a Web-based real time routing service for crisis management (a case study for district 11 of Tehran) by javad sadidi, seyed hassan hosseini sajedi

“…At this study, a web-based real time routing service based on open source technology has designed for 11th district of Tehran aiming to efficiency enhancement of relief teams at emergency conditions. …”
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Whole-Body Physiologically Based Pharmacokinetic Modeling of GalNAc-Conjugated siRNAs by Emilie Langeskov Salim, Kim Kristensen, Erik Sjögren

“…The presented study provides a generic WB-PBPK-PD model for the investigation of GalNAc-siRNAs implemented in a standardized open-source platform.…”
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Novel Considerations in the ML/AI Modeling of Large-Scale Learning Loss by Mirna Elizondo, June Yu, Daniel Payan, LI Feng, Jelena Tesic

“…This study is a path forward for the large-scale, data-driven quantitative analysis of noisy open-source data resources. The goal is to support qualitative findings of smaller studies with extensive open-source data-driven analytics in a new way. …”
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WearMoCap: multimodal pose tracking for ubiquitous robot control using a smartwatch by Fabian C. Weigend, Neelesh Kumar, Oya Aran, Heni Ben Amor

“…We present WearMoCap, an open-source library to track the human pose from smartwatch sensor data and leveraging pose predictions for ubiquitous robot control. …”
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Facilitating Large Language Model Russian Adaptation with Learned Embedding Propagation by Михаил Тихомиров, Даниил Чернышев

“… Background: Recent advancements in large language model (LLM) technologies have introduced powerful open-source instruction-tuned LLMs that match the text generation quality of leading models like GPT-4. …”
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Software-Defined Radio-Based Internet of Things Communication Systems: An Application for the DASH7 Alliance Protocol by Dennis Joosens, Noori BniLam, Rafael Berkvens, Maarten Weyn

“…In this work, we present an open-source software system using GNU Radio and SDRs, which improves the comprehension of the physical layer aspects of Internet of Things communication systems. …”
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TEACHER AS A KEY FIGURE IN MODERNIZATION OF EDUCATION by Ambartsum R. Galustov

“…Special attention is paid to informatization of education, the development of distant learning based on open-source platform Moodle.…”
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Shanzhai et culture du faire en Chine by Julia Nawrocki

“…This movement permitted to conceptualize a new open innovation model inspired from open-source ideology, which fuels the effervescence of a maker’s scene, thus producing new spatial and productive dynamics.…”
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CINNAMON-GUI: Revolutionizing Pap Smear Analysis with CNN-Based Digital Pathology Image Classification [version 1; peer review: 2 approved] by Luca Zammataro

“…Methods CINNAMON-GUI is an open-source digital pathology tool based on CNNs for classifying Pap smear images. …”
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Evolution of Multiple Launch Rocket Systems from Early Rockets to HIMARS and Beyond by Mykola Bondarenko, Volodymyr Habrinets, Mykhailo Vorobei

“…The study relies on open-source data, including official reports and news on HIMARS use. …”
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Visual-inertial navigation assisted by a single UWB anchor with an unknown position by Haolong Luo, Danping Zou, Jiansheng Li, Ancheng Wang, Li Wang, Zidi Yang, Guangyun Li

“…Then, we conducted ablation experiments utilizing the open-source VIRAL and real-world datasets. The experimental results demonstrate that the proposed method exhibits superior positioning accuracy and robustness in contrast to the open-source VINS-MONO and VIR-SLAM methods.…”
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RESEARCH OF INFLUENCE OF THE RODS CONSTRUCTION ON THEIR COOLING ABILITY AT FROSTING OF SILUMINS BY METHOD OF NUMERICAL MODELING by V. Yu. Stetsenko, R. V. Konovalov, K. N. Baranov

“…calculations were carried out in a free, open  source  CFD software package OpenFOAM. it is shown that jet cooling is more uniform and intense compared to the slotted cooling.…”
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A Kind of OpenStack Auto-Deployment Architecture Based on Workflow by Yuan Zhang, Yunyong Zhang, Binyi Fang

“…Combined with the existing mainsream open-source deployment tools, a kind of OpenStack auto-deployment architecture based on Workflow was proposed. …”
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Réappropriation des systèmes alimentaires par les citoyens : une logique de Communs urbains by Myriam Bouré

“…This note is the fruit of my reflection as a committed practitioner, as co-founder of Open Food France, an association bringing to France the Common Open Food Network, open source software serving local food hubs; but also as OuiShare Connector, think & do tank working on the collaborative economy.…”
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Analysis and thought on quantum insert technology by Xue-bo ZHANG, Si WANG, Hong-xia ZOU

“…Quantum insert (QI) is a technology that makes redirection attacks by injecting malicious content into certain sessions.A brief introduction of American “Quantum Insert” project was given and the connotation of this technology was discussed.It then looked into the application that quantum insert was put to in the Internet “Great Cannon” event.An open source QI tool made available by Fox IT,an IT security company,was then analyzed.An experimental verification environment was built using this tool and a verification was made.Finally,a thought was given on how to put QI to use in building network defense.…”
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RTS2—The Remote Telescope System by Petr Kubánek

“…RTS2 is an open source observatory manager. It was written from scratch in the C++ language, with portability and modularity in mind. …”
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