Group Contribution Revisited: The Enthalpy of Formation of Organic Compounds with “Chemical Accuracy” by Robert J. Meier

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Tourism Resource Evaluation Integrating FNN and AHP-FCE: A Case Study of Guilin by Xujiang Qin, Zhuo Peng, Xin Zhang, Xiang Yang

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DRKG: Faithful and Interpretable Multi-Hop Knowledge Graph Question Answering via LLM-Guided Reasoning Plans by Yan Chen, Shuai Sun, Xiaochun Hu

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Automated Root Cause Analysis of Network Failures in IP/MPLS Network Using Machine Learning and Case-Based Reasoning by Tikumporn Wankvar, Apichon Witayangkurn

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Efficient Storage Management of Optical Coherence Tomography Images using Zero-Shot Noise2Noise and a Custom Convolutional Neural Network by Alexandru-Robert FARCAŞ, Radu-Constantin FLEŞAR, Todor IVAŞCU, Sebastian-Aurelian ŞTEFĂNIGĂ

“…When trained on unprocessed images, the model achieved 96% accuracy and took about 51 seconds to process and evaluate the test images. In comparison, the model trained on processed images achieved 91% accuracy and took about 42 seconds, demonstrating improved processing efficiency. …”
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Advancing Author Gender Identification in Modern Standard Arabic with Innovative Deep Learning and Textual Feature Techniques by Hanen Himdi, Khaled Shaalan

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A Dual Filter Based on Radial Basis Function Neural Networks and Kalman Filters with Application to Numerical Wave Prediction Models by Athanasios Donas, Ioannis Kordatos, Alex Alexandridis, George Galanis, Ioannis Th. Famelis

“…The produced computational system is assessed using a time-window procedure applied across divergent time periods and regions in the Aegean Sea and the Pacific Ocean. …”
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Multithreaded Convolution Implementation Based on Block Methods by A. V. Sharamet

“…Based on the results of the analysis, a universal scheme for performing convolution based on multithreaded processing of an input data block is proposed. This allows to achieve a good compromise between computational complexity, system architecture, and time costs.…”
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VISION: a modular AI assistant for natural human-instrument interaction at scientific user facilities by Shray Mathur, Noah van der Vleuten, Kevin G Yager, Esther H R Tsai

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Multi-Hop Relay Based Free Space Optical Communication Link for Delivering Medical Services in Remote Areas by Rajan Miglani, Jagjit Singh Malhotra, Arun K. Majumdar, Faisel Tubbal, Raad Raad

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MEFormer: Enhancing Low-Light Images While Preserving Image Authenticity in Mining Environments by Zhenming Sun, Zeqing Shen, Ning Chen, Shuoqi Pang, Hui Liu, Yimeng You, Haoyu Wang, Yiran Zhu

“…Experiments on public datasets and MELOL demonstrate that MEFormer achieves a 0.05 increase in the SSIM, a PSNR above 25, and an LPIPS score of 0.15. The model processes 10,000 128 × 128 images in just 2.8 s using an Nvidia H100 GPU.…”
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A large-scale dataset of AI-related tweets: Structure and descriptive statisticsGitHubDataverse by Nathalie de Marcellis-Warin, Daniel Kouloukoui, Thierry Warin

“…It is openly available through established repositories and adheres to the FAIR principles, facilitating transparency, reproducibility, and interdisciplinary applications in computational social science, natural language processing, and AI governance research.…”
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Automation of Multi-Class Microscopy Image Classification Based on the Microorganisms Taxonomic Features Extraction by Aleksei Samarin, Alexander Savelev, Aleksei Toropov, Aleksandra Dozortseva, Egor Kotenko, Artem Nazarenko, Alexander Motyko, Galiya Narova, Elena Mikhailova, Valentin Malykh

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Editorial Introduction to Issue 41 of CSIMQ: Practical Applications and Methods to Manage Complex Information Systems by Amin Jalali

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Assessment methodology for security of an automated control system of critical information infrastructure against DDoS attacks based on Monte Carlo simulation by V. A. Voevodin, V. S. Chernyaev, D. S. Burenok, I. V. Vinogradov

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A Structured AHP-Based Approach for Effective Error Diagnosis in Mathematics: Selecting Classification Models in Engineering Education by Milton Garcia Tobar, Natalia Gonzalez Alvarez, Margarita Martinez Bustamante

“…Identifying and classifying mathematical errors is crucial to improving the teaching and learning process, particularly for first-year engineering students who often struggle with foundational mathematical competencies. …”
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Leveraging Image Analysis and Deep Convolutional Neural Networks for Cutting-Edge Malware Detection and Mitigation by Mohammad Mahmood Otoom, Ahmad Mahmoud Etoom

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Recommending Actionable Strategies: A Semantic Approach to Integrating Analytical Frameworks with Decision Heuristics by Renato Ghisellini, Remo Pareschi, Marco Pedroni, Giovanni Battista Raggi

“…The approach employs <b>vector space representations</b> and <b>semantic similarity calculations</b> to map framework parameters to heuristic patterns, supported by a computational architecture that combines deep semantic processing with constrained use of Large Language Models. …”
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A Nested Named Entity Recognition Model Robust in Few-Shot Learning Environments Using Label Description Information by Hyunsun Hwang, Youngjun Jung, Changki Lee, Wooyoung Go

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Research on the Classification of Sun-Dried Wild Ginseng Based on an Improved ResNeXt50 Model by Dongming Li, Zhenkun Zhao, Yingying Yin, Chunxi Zhao

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