An Intelligent Smart Dynamic Feature Analysis Based Approach by Utilizing Deep Learning to Improve the Breast Cancer Detection by Seong-O Shim, Lal Hussain, Eesa Alsolami, Monagi H. Alkinani

“…The model was also trained using Quantization aware training (QAT) to enable efficient deployment on low-resource devices without significant performance degradation. …”
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Absolute purity determination of an organic fluorine pharmaceutical voriconazole via quantitative 19F NMR and method validation by Nahoko Uchiyama, Junko Hosoe, Kohei Kiyota, Takanori Komatsu, Naoki Sugimoto, Kyoko Ishizuki, Tatsuo Koide, Mika Murabayashi, Taeko Shinozaki, Yoshinori Fujimine, Katsuya Ofuji, Hitoshi Shimizu, Kazuhiro Fujita, Takashi Hasebe, Yumi Asai, Eri Ena, Yoshinobu Makino, Toru Miura, Yasuhiro Muto, Katsuo Asakura, Takako Suematsu, Hitomi Abe, Ai Kohama, Takashi Goto, Masu Yasuda, Tomohiko Ueda, Yukihiro Goda

“…The 19F NMR spectrum has a smaller number of signals than 1H NMR, therefore, quantitative 19F NMR (19F-qNMR) can replace quantitative 1H NMR (1H-qNMR) for the absolute quantitation of organic fluorine-bearing compounds. …”
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The efficiency and effectiveness of public policy using the system of indicators by G. K. Kurmanova, B. B. Sukhanberdina, B. A. Urazova, S. A. Mashanova, S. D. Salimbaeva

“…The multi-vector development of the Republic of Kazakhstan depends on such a direction of financial policy as a highly effective use of public financial resources in order to achieve the planned macroeconomic indicators. Issues of efficiency of public expenditure management are the quintessence of budget policy in all countries, regardless of the country’s budget structure.The achieved level of review of the theoretical and empirical base outlines the scientific field justifying the mechanism for implementing budget policy based on the indicator system. …”
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CLINIC EFFICIENCY OF MYOCARDIAL REVASCULARIZATION FOR CARDIAC ALLOGRAFT VASCULOPATHY by B. L. Mironkov, V. V. Chestukhin, I. Yu. Tyunyaeva, I. G. Ryadovoy, E. N. Ostroumov, A. O. Shevchenko, A. B. Mironkov, A. Ya. Kormer

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A survey of model compression techniques: past, present, and future by Defu Liu, Yixiao Zhu, Zhe Liu, Yi Liu, Changlin Han, Jinkai Tian, Ruihao Li, Wei Yi

“…To meet the urgent demand for efficient deployment, we delve into several compression methods—such as quantization, pruning, low-rank decomposition, and knowledge distillation—emphasizing their fundamental principles, recent advancements, and innovative strategies. …”
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RobustDeiT: Noise-Robust Vision Transformers for Medical Image Classification by Mehdi Taassori

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Optimized Ensemble Deep Learning for Real-Time Intrusion Detection on Resource-Constrained Raspberry Pi Devices by Muhammad Bisri Musthafa, Samsul Huda, Tuy Tan Nguyen, Yuta Kodera, Yasuyuki Nogami

“…The proposed system maintains high detection performance with accuracy of 97.3% across all test scenarios, while efficiently leveraging multi-core processing with peak CPU usage reaching 111.8%. …”
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QUANTITATIVE ANALYSIS OF FINANCIAL INDICATORS IN A ROMANIAN PUBLIC INSTITUTION: THE ROLE OF INTERNAL AUDIT IN PUBLIC FINANCIAL MANAGEMENT by UDRESCU LUCIA-MARIA

“…Effective management and oversight of these resources are crucial for ensuring transparency, efficiency, and accountability. The study employs a quantitative analysis of financial indicators over the past five years, focusing on trends and the impact of internal managerial control deficiencies on the institution's financial performance. …”
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A New Scheduling Quantitative Feedback Theory-Based Controller Integrated with Fault Detection for Effective Vibration Control by R. Jeyasenthil, Yang-Sup Lee, Seung-Bok Choi

“…The set of feedback controllers are designed using quantitative feedback theory (QFT) for fault-free and faulty systems. …”
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Quantitative characterization of power-law fracture networks: A fully coupled perspective on water inrush in coal seams by Kai Wang

“…This improves the accuracy of quantitative risk assessment and provides a reference for developing effective mitigation strategies for coal mining susceptible to gas.…”
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Enhanced speed control of pipeline pigs with adjustable bypass using quantitative feedback theory and cascade PID algorithm by Xiaoxiao Zhu, Haokun Wang, Yichen Zhang, Shimin Zhang

“…To address these challenges, this paper introduces a control system based on quantitative feedback theory (QFT), coupled with cascaded proportional-integral-derivative (PID) tuning, for the precise speed control of a bypass pig. …”
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Quantitative Evaluation of Water Vapor Permeability Coefficients of Earth Materials Under the Influence of Density and Particle Size Distribution by Jun Mu, Shenwei Yu

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Quantitative assessment of steel reinforcement effects on gamma-ray shielding in reinforced concrete using Monte Carlo simulations by Sanchit Saxena, Suman Kumar, Hrishikesh Sharma, Poonam Kumari

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Determination of the Quantitative Characteristics of the Engine of a Household Power Plant when Using Generator Gas as an Alternative Fuel by Plotnikov S. A., Buzikov Sh. V., Kartashevich A. N., Zubakin A. S.

“…As a result, for the first time, there were obtained quantitative indicators of fuel efficiency and toxicity of exhaust gases of the small-displacement engine GG-2700 with a working volume of 1563 cm3 when using commercial fuel (gasoline) and generator gas. …”
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Developing a quantitative framework for watershed sustainable development: The ecology-water energy food (E-WEF) approach by Lin Zhang, Lingjian Kong, Xingyue Ji, Yanhui Ren, Can Lin, Zhaohua Lu

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Policy texts and actions: quantitative evaluation of the hierarchical medical system policy in China based on the PMC-Index model by Liping Fu, Ruizhen Wang, Yu Dong

“…A comprehensive evaluation of HMS policies is essential to maximize their impact, streamline execution, and ensure the system’s sustainability and efficiency. Methods This study develops an assessment system for HMS policies using the Policy Modeling Research Consistency Index (PMC-Index) model and then conducts a quantitative analysis of 137 HMS policies from the central government and 30 provinces. …”
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Quantitative study on the fate of residual soil nitrate in winter wheat based on a 15N-labeling method. by Jing-Ting Zhang, Zhi-Min Wang, Shuang-Bo Liang, Ying-Hua Zhang, Shun-Li Zhou, Lai-Qing Lu, Run-Zheng Wang

“…Quantifying the utilization and losses of RSN is a fundamental necessity for optimizing crop N management, improving N use efficiency, and reducing the impact derived from farmland N losses on the environment. …”
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Quantitative control of interfacial structure and thermal conductivity between diamond and copper via thermal diffusion of alloying element by Yizhe Cao, Bo Li, Lei Liu, Shaolong Li, Dongxu Hui, Shaodi Wang, Huiying Liu, Xin Li, Xin Zhang, Shengyin Zhou, Shufeng Li

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A NEW MODEL OF TRANSIENT ISCHEMIA OF RABBIT EYES AND A QUANTITATIVE ASSESSMENT OF ISCHEMIA DEGREE USING OPHTHALMOPLETHYSMOGRAPHY by N. B. Chesnokova, A. V. Grigoryev, K. N. Mustafayeva, O. V. Beznos

“…A new model of transient ischemia of rabbit eyes and a quantitative assessment of ischemia degree using ophthalmoplethysmography. …”
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Quantitative Assessment of the Effect of Instability Levels on Reactive Human Postural Control Using Different Sensory Organization Strategies by Vaidotas Gudžiūnas, Aurelijus Domeika, Berta Ylaitė, Donatas Daublys, Linas Puodžiukynas

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