Past Expansion and Future Prediction of Land Use and Land Cover of Sofia City by D. Pavlov, D. Pavlov, L. L. Vitanova, D. Petrova-Antonova

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Adaptive Quantum-Inspired Evolution for Denoising PCG Signals in Unseen Noise Conditions by Lubna Siddiqui, Ashish Mani, Jaspal Singh

“…The performance metrics utilised were Scale-Invariant Signal-to-Distortion Ratio (SI-SDR), Signal-to-Noise Ratio (SNR), Peak Signal-to-Noise Ratio (PSNR), Correlation Coefficient (CC) and Zero Crossing Rate (ZCR). The results demonstrate that the proposed algorithm achieved a 25% improvement in the SI-SDR metric in highly noisy environments for pathological PCG signals. …”
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Classification of finger movements through optimal EEG channel and feature selection by Murside Degirmenci, Yilmaz Kemal Yuce, Matjaž Perc, Matjaž Perc, Matjaž Perc, Matjaž Perc, Matjaž Perc, Yalcin Isler

“…This study design may result in an increasing number of false positives and a significant decrease in the prediction rates and classification performance. Moreover, recent studies have focused on improving prediction performance using complex feature extraction and machine learning algorithms while ignoring comprehensive EEG channels and feature investigation in the prediction of finger movements from EEGs. …”
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Effect of Different Treatments on the Structure Sequence and Digestive Characteristics of Oyster Hypoglycemic Peptides by Hua WANG, Xiaojie SU, Zhongqin CHEN, Wenhong CAO, Jialong GAO, Guoping ZHU, Haisheng LIN

“…Moreover, the retention rates of OHPs' inhibitory activity against α-amylase and α-glucosidase were enhanced by alcohol precipitation and activated carbon adsorption treatments. …”
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Renal prognostic value of serum monoclonal immunoglobulin in cryoglobulinemic glomerulonephritis by Lei Ma, Yuanyuan Xia, Yun Fan, Dan Zhou, Xinchen Yao, Yongzhong Zhong, Fan Yang, Feng Xu, Shaoshan Liang, Yujie Wang, Xiaodong Zhu, Dacheng Chen, Rong Tan, Zhengyun Zhu, Dandan Liang, Caihong Zeng

“…The MIg group had significantly lower eGFR levels, higher cryoglobulin levels, and higher rates of abnormal serum-free light chain ratios than the MIg/HBV/HCV negative group. …”
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Calculation Model of Multi-roll Straightening Process Based on Bilinear Hardening and Power Hardening by ZHU Xiaoyu, CHENG Zixing, WANG Xiaogang, HAN Peisheng

“…To evaluate the applicability of different material models, five straightening schemes were designed, corresponding to plasticity rates of 33.4%, 50.0%, 66.7%, 75.0%, and 80.0%. The influence of various hardening coefficients on curvature and plasticity during straightening was investigated. …”
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Strain-Specific developmental cardiovascular physiology landmarks of embryonic red jungle fowl and black Sumatran bantam chickens (Gallus gallus) by Dane A. Crossley, II, Kent Thornburg

“…Collectively our data suggest that timing of functional cholinergic tone on heart rate is strain dependent, while beta adrenergic tone on heart rate was functional on similar days of incubation.…”
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Microstructures and Crystal Size Distribution (CSD) of Chromites from Gysian Silvana Ophiolite Serpentinites, Urmia, Iran by monir modjarrad

“…The first type is a linear steady-state pattern with a nucleation rate/growth rate (J/G) of about 12 and Gt=1.28; the second type has a non-linear concave downtrend which is the result of annealing or Ostwald ripening at a small size part with J/G=13-15 and Gt=1.33. …”
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Analysis of complex chromosomal structural variants through optical genome mapping integrated with karyotyping by Xiaoxi Zhu, Huiling Zheng, Xue Wan, Hang Duan, Ying Qi, Weijia Tang, Fan Yang, Fan Yang, Limei Yu, Limei Yu

“…This advancement substantially enhances the diagnostic rates of genetic etiology in patients experiencing RSA. …”
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Loss aversion and evidence accumulation in short-video addiction: A behavioral and neuroimaging investigation by Chang Liu, Jinlian Wang, Hanbing Li, Qianyi Shangguan, Weipeng Jin, Wenwei Zhu, Pinchun Wang, Xuyi Chen, Qiang Wang

“…Mediation analyses further demonstrated that functional activation patterns in the motor network mediated the relationships between inter-subject variations in SVA symptoms and both loss-aversion and psychological processing patterns (e.g., decision threshold, drift rate, and non-decision time). …”
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Environmental Determinants of Foraging Site Revisitation by African Elephants (Loxodonta africana) by Suzanne Antoinette Jacob, Willem Frederik De Boer, Henrik Johan De Knegt, Cassander Cassijn Engelen, Michelle Henley

“…Moreover, phosphorus is the most important environmental variable influencing the revisitation rate. This study shows that analysing revisitation patterns gives valuable insight into how animals use specific sites within their home range, as the environmental covariates related to the selection of the revisitation sites differ from those related to the revisitation rate.…”
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Business Intelligence Model of Regional Hospitals using HGOD Discovery by Hengki Hengki, Rahmat Gernowo, Oky Dwi Nurhayati

“…Based on data from the Regional General Hospital in the Bangka Belitung Islands province, the Gross Death Rate (GDR) is the general death rate for every 1000 patients discharged of 108,430 compared to the health department standard of <45. …”
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Extranodal diffuse large B‐cell lymphoma: Clinical and molecular insights with survival outcomes from the multicenter EXPECT study by Si‐Yuan Chen, Peng‐Peng Xu, Ru Feng, Guo‐Hui Cui, Li Wang, Shu Cheng, Rong‐Ji Mu, Hui‐Lai Zhang, Xiao‐Lei Wei, Yong‐Ping Song, Kai‐Yang Ding, Li‐Hua Dong, Zun‐Min Zhu, Shen‐Miao Yang, Xin Wang, Ting‐Bo Liu, Jian‐Da Hu, Xiao‐Yun Zheng, Ou Bai, Jing‐Yan Xu, Liang Huang, Wei Sang, Ke‐Qian Shi, Fan Zhou, Fei Li, Ai‐Bin Liang, Hui Zhou, Si‐Guo Hao, Hong‐Hui Huang, Bin Xu, Wen‐Bin Qian, Cai‐Xia Li, Zhi‐Ming Li, Chong‐Yang Wu, Xiao‐Bo Wang, Wen‐Yu Shi, Shu‐Ye Wang, Yu‐Yang Tian, Xi Zhang, Ke‐Shu Zhou, Li‐Juan Cui, Hui Liu, Huo Tan, Qing Leng, Dong‐Lu Zhao, Ting Niu, Wei‐Li Zhao

“…Gene panel sequencing was performed on 1,050 patients to discern molecular patterns according to ENI. Results The 2‐year overall survival (OS) rate was 76.2% [95% confidence interval (CI), 74.0%‐78.2%], and the 5‐year OS rate was 67.9% (95% CI, 65.2%‐70.4%). …”
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Research on Data Repair of Pile-Type Adjustable Wind Turbine Foundation Monitoring Based on FST-ATTNet by WEI Huanwei, ZHAO Jizhang, ZHENG Xiao, TAN Fang, LIU Cong

“…In the time domain, Bidirectional Gated Recurrent Units (BiGRU) capture both forward and backward dependencies within the time series, ensuring a comprehensive understanding of local sequence patterns. …”
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Solution of an Uncertain EPQ Model Using the Neutrosophic Differential Equation Approach by Mostafijur Rahaman, Rakibul Haque, Soheil Salahshour, Anna Sobczak, Fariba Azizzadeh, Shariful Alam, Sankar Prasad Mondal

“…Time is a very crucial factor in controlling demand patterns for certain products. In manufacturing processes, the production rate must be regulated according to the demand pattern and available stock as a part of effective lot size management policies. …”
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Experimental study on seepage characteristics model of tunnel lining based on infrared imaging by Zhijian Wu, Hua Wu, Yichen Peng, Renjie Song, Yimin Wu, Haiping Wu, Guangzheng Zhuang

“…The results show that: (1) Geometric characteristics of seepage areas for various crack types were systematically summarized, where crack patterns and their positions determine the geometric features of seepage regions; (2) Seepage areas of all crack types increase with flow rate, and different crack morphologies exhibit distinct susceptibility to flow rate at varied positions; (3) The centroid distance curve of the seepage core area derived from isothermal maps enables rapid identification of crack morphologies and their positions within the tunnel by analyzing curve patterns. …”
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STRAIN LOCALIZATION PECULIARITIES AND DISTRIBUTION OF ACOUSTIC EMISSION SOURCES IN ROCK SAMPLES TESTED BY UNIAXIAL COMPRESSION AND EXPOSED TO ELECTRIC PULSES by V. A. Mubassarova, L. M. Bogomolov, A. S. Zakupin, I. A. Panteleev, O. B. Naimark

“…It can provide new information on properties of acoustic emission and deformation responses of loaded rock specimens to external electric pulses.The research task also included verification of reproducibility of the effect (AE activity) when fracturing rates responded to electrical pulses, which was revealed earlier in studies conducted at RS RAS. …”
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Recent changes of the wind regime characteristics at stations of the Okhotsk Sea coast by Ludmila I. Mezentseva, Alexander S. Fedulov

“…Wind regime at the Okhotsk Sea coast is considered on the base of anemometer data obtained by the Hydrometeorological Centre of Russia since early 1970s (vanes were used for the wind rate measurements before). Climatic-scale trends in wind direction and wind rate are revealed for the 43 years period. …”
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Reality of Road Safety Conditions at Critical Locations in Nablus City, Palestine with a Road Map for Future Interventions by Khaled Al-Sahili, Hozaifa Khader

“…Nablus occupies a high level among Palestinian Governorates in terms of traffic crash frequency and rate. The traffic safety system and program in Palestine, including Nablus city is weak and needs much improvement. …”
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Federated hierarchical MARL for zero-shot cyber defense. by Adel Alshamrani

“…It achieves a high detection rate of 94.2% for known attacks and 82.7% for zero-day exploits, while maintaining a low false positive rate of 3.8%. …”
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