CNN-Based Optimization for Fish Species Classification: Tackling Environmental Variability, Class Imbalance, and Real-Time Constraints by Amirhosein Mohammadisabet, Raza Hasan, Vishal Dattana, Salman Mahmood, Saqib Hussain

“…DenseNet121 achieved the highest accuracy (90.2%), leveraging its superior feature extraction and generalization capabilities, while MobileNetV2 balanced accuracy (83.57%) with computational efficiency, processing images in 0.07 s, making it ideal for real-time deployment. …”
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Analysis of the Effectiveness of Heterogeneous Video Information Systems on the Basis of the Dominance Criterion by N. V. Lysenko, A. M. Monchak

“…It is shown that the hierarchy model as a quantitative description of the structural and functional organization can serve as a means of analyzing information flows and system efficiency in terms of graph theory. …”
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POT1 stability and binding measured by fluorescence thermal shift assays. by Lynn W DeLeeuw, Robert C Monsen, Vytautas Petrauskas, Robert D Gray, Lina Baranauskiene, Daumantas Matulis, John O Trent, Jonathan B Chaires

“…These complementary assays provide efficient biophysical approaches for the quantitative characterization of multiple aspects of POT1 structure and function. …”
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Kajian Efisiensi Penyisihan Unit IPAM Karangpilang III PDAM Surya Sembada Kota Surabaya by Lutfiah Qa'ilina Adlaa, Sulistiya Nengse, Rr. Diah Nugraheni Setyowati, Widya Nilandita

“…Keywords: efficiency removal, parameters, clean water, IPAM unit…”
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DEVELOPMENT OF THE METHOD OF THE CHOICE OF THE TYPE OF PASSENGER TRANSPORT DEPENDING ON RANGE OF TRANSPORTATIONS by A. A. Prytov

“…The article presents the results of calculations confirming efficiency of using transport depending on range of a trip taking into account requirements of passengers which have no accurate quantitative assessment and quantitative interrelation (duration, cost, comfort, reliability and safety of a trip).…”
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Quality and process improvement of the multidisciplinary Heart Team meeting using Lean Six Sigma by Stijn Schretlen, Paulien C Hoefsmit, Ronald J M M Does, Niels J Verouden, H Reinier Zandbergen

“…A quality improvement project to optimise the Heart Team was initiated after the merger of the cardiac centres of Amsterdam University Medical Centre.Methods Lean Six Sigma was applied with the purpose of improving efficiency and quality of care. Qualitative and quantitative analyses supported the multidisciplinary team during quality improvement sessions. …”
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Health system determinants of access to essential medicines for children with cancer in Ghana by Avram Denburg, Sumit Gupta, Rhonda Boateng, Lorna Renner, Kadia Petricca

“…Stock-outs occurred for 88% of essential CCD, with a 70-day median stock-out duration; 32% had median price ratios above internationally-accepted efficiency thresholds. Drugs procured inefficiently were more susceptible to stock-outs (p=0.0003). …”
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Design of Ready-to-Use “Ball-in-Ball” <i>Staphylococcus aureus</i> Microsphere Based on Novel Cryoprotectant and Drop Freeze-Drying Technology: Effective Preservation and Applicati... by Zile Wang, Dongdong Chen, Xiaomei Zheng, Yuqing Li, Shaoqian Jiang, Yanfei Chen, Jingjian Jia, Libo Yu, Tao Peng

“…Additionally, it shows desirable protective efficiency for other Gram-positive bacteria. The molding of microspheres is efficient and cost-effective, demonstrating good uniformity and stability without the need for pre-freezing. …”
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Using Time-Series Databases for Energy Data Infrastructures by Christos Hadjichristofi, Spyridon Diochnos, Kyriakos Andresakis, Vassilios Vescoukis

“…This paper examines the advantages of TSDBs over RDBMS for energy data management, demonstrating that TSDBs can either replace or complement RDBMSs. We present quantitative improvements in digestion, integration, architecture, and performance, demonstrating that operations such as importing and querying time-series energy data, along with the overall system’s efficiency, can be significantly improved, achieving up to 100 times faster operations compared to relational databases, all without requiring extensive modifications to the existing information system’s architecture.…”
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A super versatile flexizyme system with phenol esters for genetic code reprogramming by Yun-Kyu Choi, Takayuki Katoh, Adam Beattie, Hiroaki Suga

“…Moreover, the flexizyme eFx drastically enhances aminoacylation efficiency, yielding near-quantitative conversion for some npAAs, e.g. cyclic β-npAAs. …”
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Predicting contrast sensitivity functions with digital twins by Yukai Zhao, Luis Andres Lesmes, Michael Dorr, Zhong-Lin Lu

“…Predictions from DTs could improve the accuracy, precision, and efficiency of vision assessment and enable personalized medicine, offering more efficient and effective patient care solutions.…”
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Deep Learning Based Visual Servo for Autonomous Aircraft Refueling by Natthaphop Phatthamolrat, Teerawat Tongloy, Siridech Boonsang, Santhad Chuwongin

“…The proposed method integrates two‐stage neural networks with the Efficient Perspective‐n‐Point (EPnP) principle to determine the orientation and rotation angles, while an approximation principle based on feature point errors calculates linear positions. …”
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Management of Risk Factors in the Rental Car Market by Aldona Jarašūnienė, Nijolė Batarlienė, Benediktas Šidlauskis

“…Risk factors inherent in this sector, such as the technical condition of cars, customer behavior, economic conditions and the legal environment, require a structured and efficient management that would allow companies to make the most of the available opportunities and to minimize threats. …”
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A new method of task aggregation and optimization allocation for multiple groups collaborative task networks by WeiWei Du, XiaoWei Chen

“…Abstract As task diversity and inter-task relationship complexity grow, optimal formation power allocation is key to improving task execution efficiency. This paper proposes a task optimization allocation method with multiple groups collaboration, constructing a task network based on analysis of task static characteristics and inter-task relationship attributes. …”
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Physics-Informed Decoupled Calibration for Fourier Ptychographic Microscopy by Mingdi Liu, Junzhao Liang, Yanxiong Wu, Zicong Luo, Rui Xie, Jiaxiong Luo, Lisong Yan

“…Because this method is decoupled from phase recovery, single-round calibration parameters apply to diverse conditions, reducing error correction time by &gt;67.7&#x0025; and improving imaging efficiency by &gt;60.1&#x0025;. Experiments verify its ability to precisely calibrate LED positions, enhancing FPM robustness and laying a solid algorithmic foundation for efficient full-field error correction.…”
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Key Factors Influencing qHBsAg Dynamics in Chronic Hepatitis B Patients During Treatment with Direct Acting Antivirals by Mihai Daniel DODOT, Irina DUPORT-DODOT, Letitia TOMA, Laura ILIESCU

“…Chronic hepatitis B still represents a major challenge for clinicians and the public health service even years after the development of an efficient vaccine and potent antiviral agents. The major actual problems in treating chronic hepatitis B (HBV) patients are represented by the lack of reliable biomarkers which can predict the response to specific types of therapy. …”
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Strategy for Improving Sustainability and Competitiveness of MSMEs of Seafood Processed Products at Ria Kenjeran Beach Through a Blue Economy Approach by Dedy Kunhadi, Mira Gayatri Kartika, I Gusti Ayu Sri Deviyanti

“…Through a blue economy approach, this research aims to identify measures that support the efficient utilization of marine resources in a sustainable manner without neglecting economic, social and environmental aspects. …”
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Classifications and Analysis of Caching Strategies in Information‐Centric Networking for Modern Communication Systems by Firdous Qaiser, Khoula Said Al Harthy, Mudassar Hussain, Jaroslav Frnda, Rashid Amin, Rahma Gantassi, Muhammad D. Zakaria

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Study on material point failure probability of complex jointed rock masses based on peridynamics by Yigong Zhao, Xiaoyan Zhang, Ze Li, Wushu Dong, Yakun Guo

“…This study proposes a peridynamics (PD) method based on Monte Carlo simulation analysis, discussing the impact of joints with different dips in complex joint networks on rock mass failure probabilities. Efficient parallel computing programs have been developed, markedly enhancing the computational efficiency of large-scale Monte Carlo simulations for PD analysis. …”
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Achieve sustainable operation of agricultural enterprises: improving agribusiness performance through digital transformation by Yue Yuan, Hui Wu, Yang Shen

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