FD-YOLO: A YOLO Network Optimized for Fall Detection by Hoseong Hwang, Donghyun Kim, Hochul Kim

“…The fall images utilized in this research were created by combining three open-source datasets to enhance generalization and adaptability across diverse scenarios. …”
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EM Database v1.0: A benchmark informatics platform for data-driven discovery of energetic materials by Xin Huang, Wen Qian, Jian Liu, Jun-hong Zhou, Chao-yang Zhang

“…Large-scale data demonstrates great significance for the discovery of novel energetic materials (EMs). However, the open-source databases of EMs are not readily available. …”
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Leveraging Cognitive Machine Reasoning and NLP for Automated Intent-Based Networking and e2e Service Orchestration by Muhammad Asif, Talha Ahmed Khan, Wang-Cheol Song

“…RASA is a flexible open-source framework for building conversational AI, adapted for end-to-end (e2e) network orchestration. …”
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Using Gradient Boosting Regression to Improve Ambient Solar Wind Model Predictions by R. L. Bailey, M. A. Reiss, C. N. Arge, C. Möstl, C. J. Henney, M. J. Owens, U. V. Amerstorfer, T. Amerstorfer, A. J. Weiss, J. Hinterreiter

“…The final model discussed here represents an extremely fast, well‐validated and open‐source approach to the forecasting of ambient solar wind at Earth.…”
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Construction and Application of Enterprise Internal Audit Data Analysis Model Based on Decision Tree Algorithm by Yuna Si

“…Adding the C4.5 and CART algorithms implemented in the Weka open source data mining software, through experimental analysis, the differences in the classification accuracy and the number of rules generated by the four decision tree algorithms are compared. …”
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Contact tracing indicators for COVID-19: Rapid scoping review and conceptual framework. by Florian Vogt, Karishma Krishna Kurup, Paul Mussleman, Caroline Habrun, Madeleine Crowe, Alexandra Woodward, Giovanna Jaramillo-Gutierrez, John Kaldor, Sirenda Vong, Victor Del Rio Vilas

“…<h4>Methods</h4>We conducted a rapid scoping review using a systematic literature search strategy in the peer-reviewed and grey literature as well as open source online documents. We developed a conceptual framework to map indicators by type (input, process, output, outcome, impact) and thematic area (human resources, financial resources, case investigation, contact identification, contact testing, contact follow up, case isolation, contact quarantine, transmission chain interruption, incidence reduction).…”
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Optimizing Bioleaching for Printed Circuit Board Copper Recovery: An AI-Driven RGB-Based Approach by Jordi Vives Pons, Albert Comerma, Teresa Escobet, Antonio D. Dorado, Marta I. Tarrés-Puertas

“…These results demonstrate strong predictive capabilities, with scope for further accuracy enhancements. We offer an open-source, web-based digital twin designed specifically to monitor the bioleaching plant, enabling real-time and historical data analysis to support predictive maintenance. …”
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<i>DynPy</i>—Python Library for Mechanical and Electrical Engineering: An Assessment with Coupled Electro-Mechanical Direct Current Motor Model by Damian Sierociński, Bogumił Chiliński, Franciszek Gawiński, Amadeusz Radomski, Piotr Przybyłowicz

“…<i>DynPy</i> is an open-source library implemented in <i>Python</i> (version 3.10.12) programming language which aims to provide a versatile set of functionalities for mechanical and electrical engineers. …”
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An MRI Deep Brain Adult Template With An Advanced Atlas-Based Tool For Diffusion Tensor Imaging Analysis by Jean-Jacques Lemaire, Rémi Chaix, Aigerim Dautkulova, Anna Sontheimer, Jérôme Coste, Ana-Raquel Marques, Adrien Wohrer, Carine Chassain, Omar Ouachikh, Omar Ait-Aider, Denys Fontaine

“…This new tool comprises a young-male-adult MRI template spatially normalized to the ICBM152, containing T1, inversion-recovery, and diffusion MRI datasets (in vivo acquisition), and an MRI atlas of 118 labelled deep brain structures. It is open-source and gives users high resolution image datasets to describe nuclear-based and axonal architecture, combining pioneering and recent knowledge. …”
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Soil Microarthropods as Tools for Monitoring Soil Quality: The QBS-ar Index in Three European Agroecosystems by Filippo Gallese, Laura Gismero-Rodriguez, Anton Govednik, Laura Giagnoni, Erica Lumini, Marjetka Suhadolc, Francesco Primo Vaccari, Anita Maienza

“…Furthermore, this study can open future perspectives for the application of QBS-ar on a larger scale thanks to the implementation and updating of an open-source database.…”
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Interacting Large Language Model Agents Bayesian Social Learning Based Interpretable Models by Adit Jain, Vikram Krishnamurthy

“…Throughout the paper, we numerically demonstrate the effectiveness of our methods on real datasets for hate speech classification and product quality assessment, using open-source models like LLaMA and Mistral and closed-source models like ChatGPT. …”
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Estimation and Model Misspecification for Recurrent Event Data with Covariates Under Measurement Errors by Ravinath Alahakoon, Gideon K. D. Zamba, Xuerong Meggie Wen, Akim Adekpedjou

“…We demonstrate the foregoing correction methods on an open-source rhDNase dataset gathered in a clinical setting.…”
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A transferable approach for quantifying benthic fish sizes and densities in annotated underwater images by Peter C. Esselman, Shadi Moradi, Joseph Geisz, Christopher Roussi

“…We present a method and open‐source software called ‘FishScale’ to estimate benthic fish lengths, numeric abundance and biomass density in underwater environments assessed with down‐looking monocular images. …”
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Performance Evaluation and Optimization of 3D Gaussian Splatting in Indoor Scene Generation and Rendering by Xinjian Fang, Yingdan Zhang, Hao Tan, Chao Liu, Xu Yang

“…Firstly, utilizing a self-collected dataset, a comprehensive comparison was conducted among COLLI-SION-MAPping (abbreviated as COLMAP (V3.7), an open-source software based on Structure from Motion and Multi-View Stereo (SFM-MVS)), Context Capture (V10.2) (abbreviated as CC, a software utilizing oblique photography algorithms), Neural Radiance Fields (NeRF), and the currently renowned 3DGS algorithm. …”
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Development of Smart Plate Number Recognition System for Fast Cars with Web Application by Olamilekan Shobayo, Ayobami Olajube, Nathan Ohere, Modupe Odusami, Obinna Okoyeigbo

“…It provides an alternative means to VPNR using an open-source library known as openCV. The main aim of the system is to use image processing to identify vehicles violating traffic by their plate numbers. …”
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Flow-induced Flutter Derivatives of Bridge Decks by B. Su, Y. Liu, M. Chambalile, G. Wang, M. M. Alam, E. Barati

“…It employs forced vibration simulations using the Open-source code OpenFOAM for flutter derivative identifications. …”
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The research into the propagation law of the shock wave of a gas explosion inside a building by Shu-Chao Lin, You-Chun Xu, Pei-Dong Yang, Shan Gao, Yi-Jun Zhou, Jin Xu

“…Based on the dissipation rate conservation equations of turbulent kinetic energy in the k-ε turbulence model, a complicated three-dimensional finite element model of a kitchen filled with gas mixture is developed by using the open source field operation and manipulation (OpenFOAM). …”
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Development and validation of a deep learning system for detection of small bowel pathologies in capsule endoscopy: a pilot study in a Singapore institution by Bochao Jiang, Michael Dorosan, Justin Wen Hao Leong, Marcus Eng Hock Ong, Sean Shao Wei Lam, Tiing Leong Ang

“…We then combined the open-source Kvasir-Capsule dataset (n = 43) and locally collected CE data (n = 29). …”
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An Architecture-Tracking Approach to Evaluate a Modular and Extensible Flight Software for CubeSat Nanosatellites by Carlos E. Gonzalez, Camilo J. Rojas, Alexandre Bergel, Marcos A. Diaz

“…The implemented flight software and the verification tools have been released as <italic>open source</italic> platforms and are available for the CubeSat community.…”
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A dedicated caller for DUX4 rearrangements from whole-genome sequencing data by Pascal Grobecker, Stefano Berri, John F. Peden, Kai-Jie Chow, Claire Fielding, Ivana Armogida, Helen Northen, David J. McBride, Peter J. Campbell, Jennifer Becq, Sarra L. Ryan, David R. Bentley, Christine J. Harrison, Anthony V. Moorman, Mark T. Ross, Martina Mijuskovic

“…Here, we present an open-source software tool designed to detect DUX4-r from short-read, whole-genome sequencing (WGS) data. …”
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