A Real Time Coordinated Hydro Governor With Dual STATCOM for Low Frequency Oscillation Damping Using Hybrid Mean DE & TVAPSO by Samarjeet Satapathy, Narayan Nahak, Renu Sharma

“…Multimachine two area four hydro generators, 39 bus systems with 10 generators and modified IEEE 68 bus system with sixteen generators at different operating conditions have been investigated with proposed controller for oscillation damping. …”
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Bind: large-scale biological interaction network discovery through knowledge graph-driven machine learning by Naafey Aamer, Muhammad Nabeel Asim, Aamer Iqbal Bhatti, Andreas Dengel

“…The two-stage training strategy achieved improvements up to 26.9% for protein-protein interactions. Optimal embedding-classifier combinations achieved F1-scores ranging from 0.85 to 0.99 across different biological domains. …”
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Quantum circuit unoptimization by Yusei Mori, Hideaki Hakoshima, Kyohei Sudo, Toshio Mori, Kosuke Mitarai, Keisuke Fujii

“…Furthermore, as a practical application, we construct concrete unoptimization recipes to generate compiler benchmarks and evaluate circuit optimization performance using Qiskit and Pytket. …”
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Intelligent power control strategy based on self-tuning fuzzy MPPT for grid-connected hybrid system by H. Chaib, S. Hassaine, Y. Mihoub, S. Moreau

“…This study presents a thorough evaluation of intelligent control methods for MPPT in HRESs, emphasizing their potential to optimize energy supply under varying conditions. …”
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Educational game for conflict mediation training in wartime conditions using large language models by Sophia V. Ilkova, Pavlo V. Merzlykin, Natalia V. Moiseienko

“…We implemented the system using the Gemini 1.5 Flash LLM and conducted experiments to optimize model parameters and evaluate the effectiveness of different mediation strategies. …”
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Multilayer Gas-Bearing System and Productivity Characteristics in Carboniferous–Permian Tight Sandstones: Taking the Daning–Jixian Block, Eastern Ordos Basin, as an Example by Ming Chen, Bo Wang, Haonian Tian, Junyi Sun, Lei Liu, Xing Liang, Benliang Chen, Baoshi Yu, Zhuo Zhang

“…These factors increase displacement and median pressures, resulting in inferior reservoir quality. By comparing and evaluating the gas production effects under different extraction methods, targeted optimization recommendations are provided to offer both theoretical support and practical guidance for the efficient development of this block.…”
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Developing Multicriteria Rating Scale for Assessment of Communicative Competence in LSP Oral Presentation by Vesna M. Petrović, Ana S. Jovanović, Marija R. Đukić

“…For this purpose, the prevailing contemporary theoretical models of communicative competence and specific purpose language ability were explored and five different models of multicriteria rating scales were generated. …”
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A validity of phenomenological models of turbulence in experimental studies by A. G. Gorelik, S. F. Kolomiets

“…In particular, a method of turbulent dissipation rate measurement by means of two (or more) filters with different bandpasses applied to signals in two points of cross-correlation measurements and an approach to the physically clear description of the optimal number of Fourier-terms in the representation of the signal passed the filter are outlined as well as the approach to a turbulence spectral shape evaluation. …”
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A Security and Privacy-Preserving Consortium Blockchain-Based Accessing Control in Mobile Crowdsensing by Abdulrahman Alamer

“…However, because the blockchain is a decentralized database, a malicious MCS-server will be able to disclose the privacy of participating mobile devices by linking multiple blocks generated for the same device while it performs different tasks. …”
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FADA-SMOTE-Ms: Fuzzy Adaptative Smote-Based Methods by Roudani Mohammed, El Moutaouakil Karim

“…However, it has three shortcomings: <xref ref-type="disp-formula" rid="deqn1">(1)</xref> it may cause the over-generalization problem due to oversampling of noisy samples, <xref ref-type="disp-formula" rid="deqn2">(2)</xref> over-sampling of uninformative samples, and <xref ref-type="disp-formula" rid="deqn3">(3)</xref> increasing the overlaps between different classes around the class boundaries. Different approaches SMOTE based have been proposed to handle these problems, but most of them implement hyperparameters and tend to generate noise because the synthetic sample is generated, randomly, in the area delimited by current random minority data. …”
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Financial efficiency of Mexican WUOs: A DEA approach by Lizárraga Gilberto Niebla, Somoza Ríos Jesús Alberto, Lizárraga Bernal Rosa del Carmen, Mares Galindo Rosa Penélope

“…In general, most WUOs show increasing returns to scale. Finally, WUOs must generate strategies that optimize their operational and financial efficiency, improve revenue management and adopt good practices.…”
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Designing a Cross-Platform Application That Employs Multi-Criteria Decision Making for Estimating the Value of Monumental Trees by Katerina Kabassi, Konstantinos Asiklaris, Aristotelis Martinis, Charikleia Minotou, Athanasios Botonis

“…The system uses and combines three different multi-criteria decision-making theories, namely, analytical hierarchy process (AHP), simple additive weighting (SAW), and multicriteria optimization and compromise solution (VIKOR) and evaluates olive trees based on tangible and intangible criteria. …”
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Comparison of One-Drill Protocol to Sequential Drilling In Vitro and In Vivo by Sihana Rugova, Marcus Abboud

“…This study compares the heat generated during bone drilling using different protocols and implant systems, first in vitro and then in vivo with an animal model. …”
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Sustainable innovation in foamed concrete using waste sanitary ware as fine aggregate for properties enhancement by Mydin, Md Azree Othuman, Sor, Nadhim Hamah, Al Bakri Abdullah, Mohd Mustafa, Isleem, Haytham F., Dulaimi, Anmar, Awoyera, Paul O., Fadugba, Olaolu George, Tawfik, Taher A.

“…The solid waste generated by the waste sanitary ware (WSW) sector is of considerable magnitude on a global scale. …”
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Coordinated Multimodal Transportation Infrastructure Planning in Megacities: An Agent-AI-Discrete Network Design Problem Approach Based on Chat-GPT by Jin Guo, Chenyang Wang, Linxiu Wang

“…These metrics are then used to evaluate the suitability of different infrastructure planning strategies. …”
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Methodological approach to the ex vivo expansion and detection of T. cruzi-specific T cells from chronic Chagas disease patients. by Gonzalo R Acevedo, Silvia A Longhi, Alcinette Bunying, Nazila Sabri, Augusto Atienza, María P Zago, Radleigh Santos, Valeria A Judkowski, Clemencia Pinilla, Karina A Gómez

“…The aim of the present work was to optimize a protocol for the generation of parasite-specific memory T cell lines, representative of their in vivo precursor populations and capable of responding to parasite antigens after long-term culture. …”
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Attention-Module-Guided Time-Lapse Leakage Plume Imaging Driven by LeakInv-CUNet GPR Inversion Framework by Honghua Wang, Shan Wang, Fei Zhou, Yi Lei, Bin Zhang

“…This paper develops LeakInv-CUNet, a novel attention-guided GPR inversion framework, to enable refined imaging of leakage plumes and their temporal-spatial evolution. To enhance network training, extensive GPR datasets are generated by augmenting simulated data and experimentally measured data, accounting for variations in injection orientation, plume dynamics, and subsurface media properties. …”
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Depression Classification From Tweets Using Small Deep Transfer Learning Language Models by Muhammad Rizwan, Muhammad Faheem Mushtaq, Urooj Akram, Arif Mehmood, Imran Ashraf, Benjamin Sahelices

“…&#x2018;severe&#x2019;, &#x2018;moderate&#x2019;, and &#x2018;mild&#x2019; by downstream fine-tuning the parameters. Evaluation metrics such as accuracy, F1, precision, recall, and specificity are calculated to evaluate the performance of the models. …”
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Methodological Validation of Machine Learning Models for Non-Technical Loss Detection in Electric Power Systems: A Case Study in an Ecuadorian Electricity Distributor by Carlos Arias-Marín, Antonio Barragán-Escandón, Marco Toledo-Orozco, Xavier Serrano-Guerrero

“…One of the challenges lies in managing the different variables in the training data and choosing appropriate evaluation metrics. …”
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Achieving tip-based down-milling forming of nanograting structures with variable heights through precise control of nano revolving trajectories by Bo Xue, Huilin Yan, Zhengchang Liu, Yongda Yan, Yanquan Geng

“…Three distinct types of revolving trajectories are filtered out according to five quantitative evaluation indicators for machining performance, namely material plastic deformation, grating profile consistency, grating height consistency, machining forces, and area transforming height, and then are compared in processing nanogratings with different heights. …”
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