Determinants of succe ss in initial coin offerings (ICOs): A systematic literature review by Ana Claudia de Araujo Moxoto, Elias Soukiazis, Paulo Melo

“…Technological elements, such as the quality of the source code, the type of token (utility vs. security), and the use of smart contracts, also play a crucial role in building investor confidence. …”
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miRAW: A deep learning-based approach to predict microRNA targets by analyzing whole microRNA transcripts. by Albert Pla, Xiangfu Zhong, Simon Rayner

“…Thermodynamic analysis also suggests that site accessibility plays a role in targeting but that it cannot be used as a sole indicator for functionality. Data and source code available at: https://bitbucket.org/account/user/bipous/projects/MIRAW.…”
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Detecting Throat Cancer From Speech Signals Using Machine Learning: A Scoping Literature Review by Mary Paterson, James Moor, Luisa Cutillo

“…We compared each article against the TRIPOD-AI checklist, which showed a significant lack of open science, with only one article sharing code and only three using open-access data. Open-source code is essential for external validation and further development in this field. …”
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IncSAR: A Dual Fusion Incremental Learning Framework for SAR Target Recognition by George Karantaidis, Athanasios Pantsios, Ioannis Kompatsiaris, Symeon Papadopoulos

“…Extensive experiments on the MSTAR, SAR-AIRcraft-1.0, and OpenSARShip benchmark datasets demonstrate that IncSAR significantly outperforms state-of-the-art approaches, achieving a 99.63% average accuracy and a 0.33% performance drop, representing an 89% improvement in retention compared to existing techniques. The source code is available at <uri>https://github.com/geokarant/IncSAR</uri>.…”
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RIME optimization with dynamic multi-dimensional random mechanism and Nelder–Mead simplex for photovoltaic parameter estimation by Yuanping Zheng, Fangjun Kuang, Ali Asghar Heidari, Lipei Yuan, Siyang Zhang, Huiling Chen

“…Therefore, unlike previous studies, this study proposes DMRM and DNMRIME, demonstrating the efficiency and practicality of DNMRIME and further highlighting potential value of DNMRIME in photovoltaic parameter extraction. The source code of DNMRIME is available at https://github.com/zyetpink/DNMRIME-Solar-Model-dataset .…”
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Practical Evaluation Framework for Real-Time Multi-Object Tracking: Achieving Optimal and Realistic Performance by Jumabek Alikhanov, Dilshod Obidov, Mirsaid Abdurasulov, Hakil Kim

“…The evaluation framework not only standardizes tracker assessment but also highlights the versatility of LITE across diverse datasets and edge devices. The source code for this research is publicly available at <uri>https://github.com/Jumabek/LITE</uri>.…”
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Comparative and Interpretative Analysis of CNN and Transformer Models in Predicting Wildfire Spread Using Remote Sensing Data by Yihang Zhou, Ruige Kong, Zhengsen Xu, Linlin Xu, Sibo Cheng

“…The insights from our thorough comparative analysis offer substantial implications for future model design and also provide guidance for model selection in different scenarios. The source code for this project is publicly available as open source on Zenodo (Y. …”
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Aqua-MC as a simple open access code for uncountable runs of AquaCrop by Vahid Adabi, Hadi Ramezani Etedali, Asghar Azizian, Faraz Gorginpaveh, Ali Salem, Ahmed Elbeltagi

“…Monte Carlo simulations are widely used for uncertainty and sensitivity analysis, but their application to closed-source models like AquaCrop presents significant challenges due to the lack of direct access to source code. This study introduces Aqua-MC, an automated framework designed to facilitate Monte Carlo simulations in AquaCrop by integrating probabilistic parameter selection, iterative execution, and uncertainty quantification within a structured workflow. …”
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Analisis Efisiensi Integral Numerik Metode Simpson 1/3 dan Simpson 3/8 Menggunakan Program Software Berbasis Pascal by Atiqa Firdaus, Amrullah Amrullah, Nourma Pramestie Wulandari, Nurul Hikmah

“…Tujuan dari penelitian ini adalah untuk mengetahui efisiensi integral numerik metode simpson  dan simpson  menggunakan program software berbasis pascal. Setelah membuat source code dan diimplementasikan kepada fungsi eksponensial, fungsi polinomial dan fungsi trigonometri akan mendapatkan nilai hampiran, galat relatif, dan waktu pengerjaan pada iterasi  dan eksak yang berbeda. …”
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SwinD-Net: a lightweight segmentation network for laparoscopic liver segmentation by Shuiming Ouyang, Baochun He, Huoling Luo, Fucang Jia

“…Our model effectively reduces parameter count and computational complexity, improving the inference speed while maintaining comparable accuracy. The source code will be available at https://github.com/ouyangshuiming/SwinDNet.…”
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Leveraging commonality across multiple tissue slices for enhanced whole slide image classification using graph convolutional networks by Sakonporn Noree, Willmer Rafell Quinones Robles, Young Sin Ko, Mun Yong Yi

“…Conclusion By efficiently establishing information across slices, our approach offers a more accurate and efficient method for WSI classification, with promising implications for clinical applications. The source code is available at https://github.com/Juckjick/commonality_graph . …”
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Predicting drug protein interactions based on improved support vector data description in unbalanced data by Alireza Khorramfard, Jamshid Pirgazi, Ali Ghanbari Sorkhi

“…Conclusion: The datasets analyzed during the current study are not publicly available but are available from the corresponding author upon reasonable request and source code are available on GitHub: https://github.com/alirezakhorramfard/vasvdd.…”
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YOLOv8n-DSDL: A lightweight dual-backbone network with decoupled self-attention for cotton maturity detection by Meiqi Zhong, Linjing Wei, Henghui Mo

“…This study provides a novel and practical solution for intelligent maturity monitoring of cotton and potentially other crops. The source code is publicly available at: https://github.com/mohenghui/Cotton_maturity .…”
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Diving into the past: tools for recovering historic dive traces from film-based time depth recorders using data from Weddell seals by EmmaLi G. Tsai, Dylan W. Schwilk, Michael A. Castellini, Jennifer M. Burns

“…Our recovery methods are published as open-source code in an R package. Conclusions This tool will assist in recovering dive data from historic Kooyman–Billups TDRs and from similar devices of this time, which recorded data for at least 14 different species. …”
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The FBA solution space kernel: introduction and illustrative examples by Wynand S. Verwoerd, Longfei Mao

“…Methods Calculations are performed with the publicly available software package SSKernel, the source code and user manual of which is included as a supplementary file. …”
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Multi-Object Tracking With Memory Fusion in UAV Videos by Yibo Cui, Shangsheng Li, Xin Yang, Gang Wang

“…In this paper, we contribute a novel memory fusion mechanism, a lightweight MOT architecture, and improved ID association performance by using the AMF module. The source code will be publicly available at: <uri>https://github.com/keacifer/AMF-MOT</uri>…”
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Editorial by Christian Gütl

“…These contributions, together with the generous support of the KOALA initiative, maintain the quality of our journal.In the sixth regular issue, I am very pleased to present the following 4 accepted articles: Michele Berti, Matheus Camilo da Silva, Sebastiano Saccani, and Sylvio Barbon from Italy focus their research on synthetic data generation as an alternative to traditional data anonymization based on variational autoencoders to generate high-quality synthetic tabular datasets.Roger Vieira and Kleinner Farias from Brazil introduce in their research CognIDE, a tool-supported methodology that aims to seamlessly integrate psychophysiological data linked to cognitive indicators into VS Code by offering actionable contextual cues alongside dynamic source code.Pedro Henrique Dias Valle and Elisa Yumi Nakagawa from Brazil discuss in their research a catalog of the main interoperability architectural solutions for addressing the four levels of interoperability - namely technical, syntactic, semantic, and organizational &amp;ndash; for solving interoperability issues in software systems by analyzing 65 studies from the scientific literature.Ji Woong Yoo, Kyoung Jun Lee and Arum Park from the Republic of Korea explore the potential of deep learning techniques - Long Short-Term Memory (LSTM) algorithm and Word2Vec model &amp;ndash; for cleansing malicious comments from users, and enhancing the ethical nature of AI systems.Enjoy Reading!…”
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ADMNet: adaptive deformable convolution large model combining multi-level progressive fusion for Building Change Detection by Liye Mei, Haonan Yu, Zhaoyi Ye, Chuan Xu, Cheng Lei, Wei Yang

“…The results show that ADMNet outperforms all comparative methods. The source code is available at https://github.com/spaceYu180/ADMNet.…”
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Range Space and Similarity Transformation Using Symbolic Mathematics in Python by Chainarong Wisassakwichai, Prasert Phaochoo

“…These classes have been uploaded to GitHub as open-source code, providing a versatile Python module that can be used for programming both offline on PCs and online through the web application &#x201C;SymPy Live,&#x201D; producing satisfactory results even on mobile devices. …”
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Study on Hydrodynamic Characteristics of Continuous Distribution Vegetation Patches Based on LES by GAO Huan, GONG Yiqing, MAO Jinqiao, CHEN Yanhong, DAI Jie, WANG Kang, MENG Dinghua, YANG Ji

“…This study uses the Hydro 3D open-source code and LES technology based on the Immersed Boundary method to construct a mathematical model of circular rigid emergent vegetation patches to clarify the hydrodynamic characteristics of continuous plant patches under varying water levels. …”
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