The System for Transforming the Code of Dataflow Programs into Imperative by Vladimir S. Vasilev, Alexander I. Legalov, Sergey V. Zykov

“…Functional dataflow programming languages are designed to create parallel portable programs. The source code of such programs is translated into a set of graphs that reflect information and control dependencies. …”
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Linux OS integrated modular avionics application development framework with apex API of ARINC653 specification by Anna V. Korneenkova, Rinat A. Dobrokhotov

“…The framework is made to provide tools to develop the integrated modular avionics (IMA) applications, which could be launched on the target platform LynxOs-178 without modifying their source code. The framework usage helps students to form skills for developing modern modules of the avionics. …”
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IP-Enabled C/C++ Based High Level Synthesis: A Step towards Better Designer Productivity and Design Performance by Sharad Sinha, Thambipillai Srikanthan

“…We discuss our proposed methodology in the context of supporting efficient hardware synthesis of a class of mathematical functions without altering original C/C++ source code. Additionally, we also discuss and propose methods to integrate legacy IP cores in existing HLS flows. …”
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Un enfoque de machine learning para apoyar la identificación de la deuda técnica en arquitectura by Boris Rainiero Pérez-Gutiérrez, Darío Ernesto Correal, Fredy Humberto Vera-Rivera

“…The identification of technical debt, within the framework of this proposal and unlike those proposed in the literature, does not consider the source code. Results: The performance of the model was evaluated through a real-life industrial case study, revealing that both accuracy and recall were at acceptable levels. …”
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Unsupervised Machine Learning for Effective Code Smell Detection: A Novel Method by Ruchin Gupta, Narendra Kumar, Sunil Kumar, Jitendra Kumar Seth

“…The quality of source code is negatively impacted by code smells. Since the term "code smell" originated, numerous attempts have been made to comprehend it by identifying it using various techniques, such as metric-based, heuristic-based, optimization-based, machine learning (ML)-based, etc. …”
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UCM-NetV2: An efficient and accurate deep learning model for skin lesion segmentation by Chunyu Yuan, Dongfang Zhao, Sos S. Agaian

“…To foster further innovation in mobile health diagnostics, the source code for UCM-NetV2 is on https://github.com/chunyuyuan/UCMV2-Net.…”
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Connecting metal-organic framework synthesis to applications using multimodal machine learning by Sartaaj Takrim Khan, Seyed Mohamad Moosavi

“…We provide this tool as an open source code and a web app to accelerate the matching of new materials with their potential industrial applications.…”
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Web-Based Ration Balancing Tool by M Radivojević, A Miletić, V Rajičić

“…The availability of open-source code, ready for modification and further development, could significantly enhance efficiency in these endeavors. …”
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Using Open Source to Accelerate Development of a Finite Element-Boundary Integral Code by Niklas Wingren, Daniel Sjoberg

“…With large amounts of open-source code available, both from within computational electromagnetics and from other fields, new combinations can be made by using already existing code packages. …”
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AlKhalil Morpho Sys 2: A robust Arabic morpho-syntactic analyzer by Mohamed Boudchiche, Azzeddine Mazroui, Mohamed Ould Abdallahi Ould Bebah, Abdelhak Lakhouaja, Abderrahim Boudlal

“…Furthermore, with the new organization of this database and the improvements brought to its source code, this new version produces very fast analysis.…”
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Automatic detection and annotation of eastern Caribbean sperm whale codas by Guy Gubnitsky, Yaly Mevorach, Shane Gero, David F. Gruber, Roee Diamant

“…These results indicate a high degree of complexity in the communication system of this cetacean species. Source code and data for our system is publicly available…”
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Analysis of Automation Testing on E-Commerce Websites and User Responses by Mutiara Ayu Rizky, Antoni Wibowo

“…The testing procedure is based on predefined test case flows utilizing the Black Box Testing method, which focuses exclusively on functional validation according to requirement specifications, without reference to backend systems or source code. The research aims to evaluate the efficiency and effectiveness of both tools in executing identical test scenarios and to assess user responses concerning website access speed. …”
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Ensemble-based eye disease detection system utilizing fundus and vascular structures by Hongjie Yu, Xingbo Dong

“…In particular, a soft voting classifier combined with the ResNet50 model attains accuracy rate of 99.2% on the diabetic retinopathy diagnosis task, and 98.8% on the retina disease classification task. The source code can be accessed at https://github.com/yu0809/Dual-branch-retinal-diseases .…”
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A lightweight transformer based multi task learning model with dynamic weight allocation for improved vulnerability prediction by Lan Liu, Zhanfa Hui, Guiming Chen, Tingfeng Cai, Chiyu Zhou

“…To address this, we propose the MTLPT: Multi-Task Learning with Position Encoding and Lightweight Transformer for Vulnerability Prediction, a novel multi-task learning framework that leverages custom lightweight Transformer blocks and position encoding layers to effectively capture long-range dependencies and complex patterns in source code. The MTLPT model improves sensitivity to rare vulnerabilities and incorporates a dynamic weight loss function to adjust for imbalanced data. …”
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Predicting Affinity Through Homology (PATH): Interpretable binding affinity prediction with persistent homology. by Yuxi Long, Bruce R Donald

“…In summary, we report progress in a novel combination of interpretability, speed, and accuracy that should further empower topological screening of large virtual inhibitor libraries to protein targets, and allow binding affinity predictions to be understood and trusted. The source code for PATH+ and PATH- is released open-source as part of the OSPREY protein design software package.…”
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Magnetic Anomalies Caused by 3D Polyhedral Structures With Arbitrary Polynomial Magnetization by Zhengyong Ren, Yuanlei Zhang, Yiyuan Zhong, Kejia Pan, Qihong Wu, Jingtian Tang

“…We release the open‐source code in C++.…”
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T-UNet: triplet UNet for change detection in high-resolution remote sensing images by Huan Zhong, Chen Wu

“…Extensive experiments verify the effectiveness of the proposed structure and modules as well as the superiority of the proposed T-UNet. The source code for the proposed T-UNet is accessible at https://github.com/Pl-2000/T-UNet.…”
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Vulnerability Testing and Analysis on Websites and Web-Based Applications in the XYZ Faculty Environment Using Acunetix Vulnerability by Mifthahul Rahmi, Yuhandri Yunus, Sumijan Sumijan

“…The optimization process involved source code review and enhancement to improve website features. …”
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Modeling IoT Smart Home Network by U. A. Vishnyakou, Yu. Chuyue

“…MQTT is used as an access protocol in the IoT SH network to achieve fast and reliable data transmission. Open source code, reliability, simplicity and other characteristics justify the choice of this data transfer protocol. …”
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ErrorExplainer: Automated Extraction of Error Contexts from Smart Contracts by JongHyup Lee

“…A lightweight static analysis of verified source code lifts every transaction-reverting statement into a canonical error representation of an origin function, a guard condition, and an expected error message. …”
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