An architecture as a code framework to manage documentation of IT projects by Christophe Gaie, Bertrand Florat, Steven Morvan

“…Findings – The proposed tool is open source and may be reused by any IT team in various project contexts and heterogeneous development methods. …”
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Face Recognition using Deep Learning and TensorFlow framework by Makrem Beldi

“…Luckily, in the last couple of years, several organizations and open-source communities have been developing tools and libraries that help abstract the complex mathematical algorithms in order to encourage developers to easily create learning models and train them using any programming languages. …”
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Virtual Learning Environments from localization point of view by Valentina Dagienė, Tatjana Jevsikova

“…To solve these problems, VLE source should be modified, thus open source VLEs have an advantage from localization point of view. …”
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Teaching urban sensing skills – experiences from a summer school by Åse Håtveit, Simone Mora, Titus Venverloo, Fábio Duarte, Monica Divitini

“… Sustainability has become an important topic in higher edu- cation, with low-cost and open-source sensing platforms for urban monitoring emerging as tools to engage students in formal and informal learning experiences. …”
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Exploration and practice of AI-empowered smart campus by SU Xiaoming, ZHANG Siyu, JIANG Kaida

“…The technical architecture featured a three-layer design, such as the foundational model layer leverages open-source large language models, the development platform layer enhances system scalability, and the application service layer integrates AI tools and optimizes processes. …”
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Desenvolvimento de Cadastro Multifinalitário de baixo custo e plataforma web para sua atualização: contribuições de softwares livres e geotecnologias no planejamento territorial... by Maurício Rizzatti, Natália Lampert Batista, Pedro Leonardo Cezar Spode, Romario Trentin, Eduardo Augusto Werneck Ribeiro, Cezar Augusto Crummenauer

“…In this context, the objective of this study is to propose a low-cost MTC methodology using open-source software to aid decision-making and cadastral updates through a web application. …”
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NOESIS: A Framework for Complex Network Data Analysis by Víctor Martínez, Fernando Berzal, Juan-Carlos Cubero

“…In this paper, we present NOESIS, an open-source framework for network-based data mining. …”
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Sharing Platform of Water Conservancy Data Based on CKAN by SONG Lili, WU Wei, WANG Gaoxu, ZHANG Xuan, XU Yi, WU Yongxiang

“…With the rapid development of water conservancy informatization, data resources are becoming increasingly abundant, and the demand for data management and sharing is ever more urgent.The management and sharing platform construction of water conservancy data is an important task.The construction of an efficient and practical water conservancy data platform requires the cooperation of multidisciplinary personnel, with a heavy workload and high research and development costs.To this end, based on summarizing the requirements and overall architecture of water conservancy data sharing, this paper introduces the open source data management platform CKAN and employs its open source advantages to propose the technical architecture of the water conservancy data sharing platform based on CKAN.Meanwhile, the implementation path of CKAN-based multi-source heterogeneous data real-time preview, two-dimensional and three-dimensional integrated display technology, data management, data upload, data retrieval, and authorization management has formed a rapid construction method of water conservancy data sharing platform based on CKAN.This reduces the difficulty and input cost of building the platform and helps promote the sharing of water conservancy data.…”
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ICT and agriculture in India by Balasubramanian Dhandapani, Rico Lie, Pierre Grard

“…Needless to say, FOSS (Free Open Source Software) has encouraged the participation of civil society, creating potential for developing specific information technology tools. …”
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نحو برنامج تدریبى مقترح لتدریب طلاب قسم المکتبات والمعلومات بکلیة الآداب جامعة الاسکندریة فى مقرر التدریب العملى... by د. منى عبد العزیز عبد الغفار

“…The research is an exploratory study of the views of the students in theDepartment of Libraries and Information - Alexandria University, on the course ofthe field training, and try to benefit from the open source programs and thewebsites that simulate the information services that the students training in thelibraries, and thus introduce students to the techniques used in the globallibraries. …”
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Arduino based platform for process control learning by Bruna Couto Molinar Henrique, Leonardo Couto Molinar Henrique, Humberto Molinar Henrique

“… This work deals with implementation of an experimental flowrate control unit using free and low-cost hardware and software. The open-source software Processing was used to develop the source codes and user graphical interface and the open-source electronic prototyping platform Arduino was used to acquire data from an experimental unit. …”
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SPACIER: on-demand polymer design with fully automated all-atom classical molecular dynamics integrated into machine learning pipelines by Shun Nanjo, Arifin, Hayato Maeda, Yoshihiro Hayashi, Kan Hatakeyama-Sato, Ryoji Himeno, Teruaki Hayakawa, Ryo Yoshida

“…However, the enormous computational costs and technical challenges of automating computer experiments for polymeric materials have limited the availability of open-source automated polymer design systems that integrate molecular simulations and machine learning. …”
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CIME4R: Exploring iterative, AI-guided chemical reaction optimization campaigns in their parameter space by Christina Humer, Rachel Nicholls, Henry Heberle, Moritz Heckmann, Michael Pühringer, Thomas Wolf, Maximilian Lübbesmeyer, Julian Heinrich, Julius Hillenbrand, Giulio Volpin, Marc Streit

“…To address this, we propose CIME4R—an open-source interactive web application for analyzing RO data and AI predictions. …”
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Using Large Language Models to Detect and Understand Drug Discontinuation Events in Web-Based Forums: Development and Validation Study by William Trevena, Xiang Zhong, Michelle Alvarado, Alexander Semenov, Alp Oktay, Devin Devlin, Aarya Yogesh Gohil, Sai Harsha Chittimouju

“…We provide an example of the utility of this framework by identifying DDEs and their root causes in an open-source web-based forum, MedHelp, and by releasing the first open-source DDE datasets to aid further research in this domain. …”
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Construction of a Real-Scene 3D Digital Campus Using a Multi-Source Data Fusion: A Case Study of Lanzhou Jiaotong University by Rui Gao, Guanghui Yan, Yingzhi Wang, Tianfeng Yan, Ruiting Niu, Chunyang Tang

“…This paper addresses these issues by proposing a systematic multi-source data fusion approach that employs open-source technologies to generate a real-scene 3D digital campus. …”
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Parametric analysis on the transient two-phase wellbore model applied to the Yangyi high-temperature geothermal field by Chaofan Chen, Hongwei Zhou, Thomas Nagel, Theo Renaud, Dmitri Naumov, Olaf Kolditz, Haibing Shao

“…The model is first verified against analytical solutions and numerical results from the open-source simulator FloWell. The model is then further validated with well logging data from the Yangyi geothermal field in Tibet, China. …”
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Scalable information extraction from free text electronic health records using large language models by Bowen Gu, Vivian Shao, Ziqian Liao, Valentina Carducci, Santiago Romero Brufau, Jie Yang, Rishi J. Desai

“…We selected a random sample of 200 patients and manually labeled nine SDoH aspects. Eight advanced open-source LLMs were evaluated against a baseline pattern-matching model. …”
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CSN: The Conceptually Manageable Sensor Network by Woojin Joe, Jonghyun Lee, Karpjoo Jeong

“…In order to minimize the system development efforts and to inherit the system quality of production level open source software, the CSN system is intentionally implemented as a set of extensions to the open source messaging system called ActiveMQ. …”
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FiberO for an automated quantitative analysis of fibers orientation and organization in biological fibrous tissues by Asier Muñoz, Anxhela Docaj, Julen Fernandez, Alessandra Carriero

“…FiberO outperformed Directionality and OrientationJ, two open-source plugins available in ImageJ, and FiberFit and CT-FIRE, in the calculation and plotting of fibers orientation in reference images with known fibers orientation. …”
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Efficient anomaly detection in tabular cybersecurity data using large language models by Xiaoyong Zhao, Xingxin Leng, Lei Wang, Ningning Wang, Yanqiong Liu

“…This method addresses a critical gap in research on anomaly detection in cybersecurity, specifically using small-scale open-source models.…”
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