Influence of the Neural Network Hyperparameters on its Numerical Conditioning by S. V. Sholtanyuk

“…In this paper, the task of assessment of numerical conditioning of multilayer perceptron, forecasting time series with sliding window method, has been considered. Performance of the forecasting perceptron with various hyperparameters sets, with different amount of neurons and various activation functions in particular, has been considered. …”
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Optimization Algorithm of Logistics Transportation Cost of Prefabricated Building Components for Project Management by Xiaojiang Yang

“…A project management oriented prefabricated building component management system is built, the logistics and transportation process of prefabricated building components are analyzed, and the logistics vehicles of prefabricated building components under the time window are scheduled. According to the scheduling results, through the waiting unloading time cost, transportation cost, and penalty cost, the total cost objective function is built to obtain the optimal cost. …”
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Boekresensie by JJvR

“…Halfway House: NG Kerkboekhanddel, 1988 & 1990: 187 bladsye Van der Walt, B.J. (red.) 1993. Window on bussinesse thics.A challenge to Christians. …”
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The many dimensions of the digital model by Francesca Fatta

“…For digital design, the computer screen is like a window opening onto the model’s virtual space that allows us to observe and interact with it while moving and modifying it. …”
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The use of propensity score matching to assess the effectiveness of the endometrial receptivity analysis in patients with recurrent implantation failure by Shuang Yu, Yongjie Zhang, Na Li, Zhuolun Su, Wenjing Li, Hua Lou, Yichun Guan

“…Further, the relationship between the number of previous implant failures and the rate of implant window displacement was discussed. The factors affecting the window of implantation (WOI) displacement were also assessed.ResultsThere was no statistically significant difference in embryo implantation rate, clinical pregnancy rate, spontaneous abortion rate, and live birth rate between the ERA group and the matched control patients (P > 0.05). …”
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Oxidative Stress in Endometrial Flushing Fluid of Patients with Polycystic Ovary Syndrome, Endometrioma and Uterine Leiomyoma: Comparison with Healthy Controls by Mustafa Demir, Onur Ince, Bulent Yilmaz, Mert Ulas Barut, Ulviye Cansu Ozturk, Avni Kılıc, Ahmet Berkiz Turp, Recep Sutcu, Seyithan Taysi

“…Endometrial flushing fluid samples were collected during the implantation window of all women. RESULTS: Mean age of groups was 28.90±5.45, 37.25±2.73, 32.84±6.62 and 32.15±5.18 in Polycystic ovary syndrome, myoma uteri, endometrioma and control groups, respectively (p<0.05). …”
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Discovery and development of ANV419, an IL-2/anti-IL-2 antibody fusion protein with potent CD8+ T and natural killer cell-stimulating capacity for cancer immunotherapy by Patrizia Murer, Barbara Brannetti, Jean-Michel Rondeau, Laetitia Petersen, Nicole Egli, Simone Popp, Catherine Regnier, Kirsten Richter, Andreas Katopodis, Christoph Huber

“…Novel engineered IL-2 agonists strive to increase the therapeutic window of aldesleukin (human IL-2) by increasing selectivity toward effector over regulatory T cells and reducing dose-limiting toxicities. …”
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Effects of Nutritional Status During Sexual Maturation and Resource Availability on the Resource Allocation of Females in Burying Beetles by Wenxia Wang, Guojun Zhou, Wei Zhang, Kai Tian, Lunguang Yao

“…Nutritional status during a key developmental window (sexual maturation) may also have an important impact on life‐history functions and such trade‐offs. …”
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Evaluating the effects of time-restricted eating on overweight and obese women with polycystic ovary syndrome: A randomized controlled trial study protocol. by Hui Liu, Fuliang Shangguan, Fen Liu, Yu Guo, Huixi Yu, Hanbing Li, Yinhua Su, Zhongyu Li

“…<h4>Background</h4>Time-restricted eating (TRE) manages weight effectively, but choosing how long and what time window remain debatable. Although an 8:00 a.m. to 16:00 p.m. time frame is reported to show positive results in most weight loss trial, its safety and efficacy in overweight and obese women with polycystic ovary syndrome (PCOS) is uncertain. …”
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Delayed PCI 12 Hours after the Onset of Symptoms Is Associated with Improved Outcomes for Patients with ST-Segment Elevation Myocardial Infarction: A Real-World Study by Wen-Juan Xiu, Hai-Tao Yang, Ying-Ying Zheng, Yi-Tong Ma, Xiang Xie

“…However, it remains controversial whether PCI delayed beyond the recommended time window of 12 h after the onset of symptoms is applicable to STEMI. …”
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Investigating uncertainty and parameter sensitivity in bedform analysis by using a Monte Carlo approach by J. Reich, A. Winterscheid

“…Here, however, the wavelet analysis offers orientation by providing a range of plausible input window sizes, and it thus allows for a reduction in uncertainty. …”
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Comprehensive evaluation of the Paleogene lacustrine source rocks within the Bodong Sag, Bohai Bay Basin using kinetics-based petroleum system modeling by Xinyu Yan, Zhenliang Wang, Deying Wang, Feilong Wang, Rongtao Chen, Kuaile Zhang, Xiangnan Yin

“…The E 3 d 3 source rocks matured later, entering the oil window at the end of the Oligocene (∼24.6 Ma) and are currently in the late oil to the wet gas stage. …”
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Sensing-Based Interaction for Information Navigation on Handheld Displays by Michael Rohs, Georg Essl

“…Handheld devices can easily be moved in space and used as a movable window into a large virtual workspace. We investigate different information navigation methods for small-scale handheld displays using a range of sensor technologies for spatial tracking. …”
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Selective Segmentation for Global Optimization of Depth Estimation in Complex Scenes by Sheng Liu, Haiqiang Jin, Xiaojun Mao, Binbin Zhai, Ye Zhan, Xiaofei Feng

“…Firstly, for obtaining accurate matching cost, the original local stereo matching approach based on self-adapting matching window is integrated with two matching cost optimization strategies aiming at handling both borders and occlusion regions. …”
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Witraże dziecięcego „bycia w życiu” – dobrostan versus obrazy codzienności by Justyna Kusztal, Małgorzata Turczyk

“…This means attempting to describe a child’s stained glass window „being in life”, actual or only apparent participation in particular areas of child’s activity in recent years. …”
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Angioedema Secondary to IV Tissue Plasminogen Activator Administration for Treatment of Acute Ischemic Stroke by Benjamin Chaucer, Dustin Whelan, Christopher Veys, Manas Upadhyaya

“…IV tissue plasminogen activator (tPA) is the treatment of choice for ischemic strokes that present within the treatment window. In the majority of patients, this offers an effective and often life-prolonging treatment in the acute setting. …”
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Multifractal Detrended Cross-Correlation Analysis of the Return-Volume Relationship of Bitcoin Market by Wei Zhang, Pengfei Wang, Xiao Li, Dehua Shen

“…The empirical results based on multifractal detrended cross-correlation analysis (MF-DCCA) reveal that (1) the nonlinear dependencies and power-law cross-correlations in return-volume relationship are found; (2) all cross-correlations are multifractal, and there are antipersistent behaviors of cross-correlation for q=2; (3) the price of small fluctuations is more persistent than that of the volume, while the volume of larger fluctuations is more antipersistent; and (4) the rolling window method shows that the cross-correlations of return-volume are antipersistent in the entire sample period.…”
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Removal of broken syndesmotic screw with minimal bone defects in Korea: a case report by Min Gyu Kyung, Chulhee Park

“…It implements the generation of a small cortical window in the medial distal tibia and the use of pliers to engage the screw tip and remove through the medial side. …”
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Multi-Objective Task Scheduling for Earth Observation InSAR Satellites via Non-Dominated Sorting Student Psychology Based Optimization Algorithm by Qingxian Jia, Weicheng Lian, Dan Yua, Qi Sun

“… This paper investigates the task scheduling problem for the Earth observation Interferometric Synthetic Aperture Radar (InSAR) satellite system. The mission time window generation method is introduced, and the constraint satisfaction model for task scheduling in the InSAR satellite system is constructed. …”
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Observational assessment of the hygienic conditions of three fairs in the municipality of Manaus, AM, Brazil by L. E. S. Lima, M. A. Oliveira, I. N. B. Bussons, M. F. S. Gomes, A. T. Oliveira, M. R. F. M. Bussons

“…Note that the hygienic and sanitary conditions of the workers are precarious; in one of the fairs, it was possible to verify the protective equipment such as gloves, caps, the presence of animals near the window where the fish is exposed for sale, styrofoam boxes used for the storage in an inappropriate state, dirty and the company of parcels with fish on the floor without any secondary packaging for protection. …”
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