Enhancing Road Scene Segmentation With an Optimized DeepLabV3+ by Zhe Ren, Libao Wang, Tianming Song, Yihang Li, Jian Zhang, Fengfeng Zhao

“…These experimental results demonstrate a significant improvement in balancing detection capabilities with real-time performance.…”
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Statistical Classification and an Optimized Red-Sequence Technique for the Determination of Galaxy Clusters by Dagoberto R. Mares-Rincón, Josué J. Trejo-Alonso, José A. Guerrero-Díaz-de-León, Jorge E. Macías-Díaz

“…This study presents a novel method for characterizing galaxy clusters by integrating statistical classification techniques with an optimized adaptation of the red sequence approach. …”
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Uncovering critical transitions and molecule mechanisms in disease progressions using Gaussian graphical optimal transport by Wenbo Hua, Ruixia Cui, Heran Yang, Jingyao Zhang, Chang Liu, Jian Sun

“…Compared to existing methods, our proposed GGOT exhibits superior performance in detecting critical transitions.…”
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Evaluation of the Performance of Unsupervised Learning Algorithms for Intrusion Detection in Unbalanced Data Environments by Gutierrez-Portela Fernando, Almenares Mendoza Florina, Calderon-Benavides Liliana

“…Optimal cluster selection methods were also explored, and principal component analysis (PCA) was applied to explain data variability. …”
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Optimization of the extraction process and combined determination of antibacterial ingredients of Li Peng by LIU Shuping, WANG Lei

“…At the same time, a high sensitive, good repeatable and stable, simple and rapid method was used to determine the antibacterial ingredients of Li Peng.This paper used the single factor experiment and the orthogonal experiment optimization for the extraction process of antibacterial components in Li Peng. …”
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Enhanced intrusion detection model based on principal component analysis and variable ensemble machine learning algorithm by Ayuba John, Ismail Fauzi Bin Isnin, Syed Hamid Hussain Madni, Farkhana Binti Muchtar

“…The experiments of the IDS model developed from the proposed methods were evaluated on the WSN-DS, NSL-KDD, and UNSW-N15 datasets. …”
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Estimating the optimal cutoff for the IGT‐AD Distress subscale adapted for amyloid PET results disclosure by Dianxu Ren, Kim Jeong Eun, Joshua D. Grill, Jennifer H. Lingler

“…The optimal cutoff for moderate to severe distress on the adapted IGT‐AD is 15. …”
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IMPLEMENTATION OF K-MEDOIDS AND K-PROTOTYPES CLUSTERING FOR EARLY DETECTION OF HYPERTENSION DISEASE by Hardianti Hafid, Selvi Annisa

“…The Elbow and Silhouette Coefficient methods were applied to evaluate the data and determine the optimal number of clusters for dividing patients into low-risk and high-risk hypertension groups. …”
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OPTIMIZATION OF SURGICAL APPROACH OF TREATMENT IN PATIENTS WITH FULL-THICKNESS THERMAL BURNS by I. V. Reva, I. A. Odintsova, V. V. Usov, T. N. Obydennikova, G. V. Reva

“…The study investigated methods of improving the results of active surgical treatment of patients with severe burns and at the same time the possibility of determination of optimal terms of autografting and shortening the terms of hospital stay. …”
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Dichroic mirror pulses for optimized higher-order atomic Bragg diffraction by D. Pfeiffer, M. Dietrich, P. Schach, G. Birkl, E. Giese

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Fermentation process optimization and flavor composition analysis of plum peppermint wine by GUO Ming-yi, DENG Yan, DU Qian-hong, WU Hua-chang

“…The fermentation process was optimized, and its sensory was analyzed. Moreover, the sensory, physical and chemical indexes and volatile components were detected. …”
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DEVELOPMENT OF METHODS OF PRE-COLUMNAR DERIVATIZATION OF GLUTATHIONES RECOVERED BY 4-METHOXY-2-NITROPHENYLISOTHIOTOCIONATE FOR DETERMINATION BY METHOD OF HIGH-EFFECTIVE LIQUID CHRO... by K. A. Alexeeva, D. I. Pisarev, O. O. Novikov, A. Yu. Malyutina

“…Detection of the resulting derivative has been carried out by absorption in UV light using a diode array detector. …”
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Assessment Methods of Quality of Life of Living Organ Donors by S. V. Gautier, V. K. Konstantinov

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Optimization of frequency dynamic characteristics in microgrids: An improved MPC-VSG control by Rutian Wang, Mingfeng Wang, Kua Wang, Xiuyun Wang

“…Experiment and comparison analysis with two existing methods show that the proposed method can further optimize the frequency response and smooth the output power of other power supply components in the microgrid when they are disturbed.…”
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Optimizing maize germination forecasts with random forest and data fusion techniques by Lili Wu, Yuqing Xing, Kaiwen Yang, Wenqiang Li, Guangyue Ren, Debang Zhang, Huiping Fan

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APPLICATION OF HYBRID MEMETIC ALGORITHM IN OPTIMAL CONTROL NONLINEAR STOCHASTIC SYSTEMS WITH INCOMPLETE FEEDBACK PROBLEMS by A. V. Panteleev, V. N. Panovskiy

“…In the developed algorithm the cultural evolution component is implemented by means of the solution of sub-task optimization using ant colony method or simulated annealing algorithm. …”
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Minimising latency of pitch detection algorithms for live vocals on low-cost hardware

“…However, very little information is available concerning the latency of pitch detection algorithms and methods with which this can be minimised. …”
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Is It Possible to Optimize the Elaboration and Preservation of a Vancomycin Catheter Lock Solution? by Marta Díaz-Navarro, David Samitier, Félix García-Moreno, María Sanjurjo, Patricia Muñoz, Beatriz Torroba, María Guembe

“…This facilitates the optimization of vial preparation in hospital pharmacy laboratories.…”
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YOLO Model-Based Eye Movement Detection During Closed-Eye State by Shigui Zhang, Junhui He, Yuanwen Zou

“…This study introduces an innovative method for the real-time detection of eye movements during eye closure, enhancing and diversifying the applications of eye-tracking technology.…”
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Recent advances in the biosynthesis and production optimization of gentamicin: A critical review by Feng Xu, Kaihao Hu, Ali Mohsin, Jie Wu, Lihuan Su, Yuan Wang, Rong Ben, Hao Gao, Xiwei Tian, Ju Chu

“…These strategies include mutation screening, molecular biological techniques, and optimization of the fermentation process. Moreover, numerous methods have been documented for detecting gentamicin across a range of matrices, underscoring the significance of precise quantitative analysis. …”
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