Memory-augment graph transformer based unsupervised detection model for identifying performance anomalies in highly-dynamic cloud environments by Huangyining Gao, Ruyue Xin, Peng Chen, Xi Li, Ning Lu, Peng You

“…Additionally, we introduce a novel dynamic gated memory module to guide the Transformer encoder in extracting hidden features, thereby enhancing the model’s robustness to varying data patterns in dynamic cloud environments. …”
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Structural and X-Ray Photoelectron Spectroscopy Study of Al-Doped Zinc-Oxide Thin Films by Bong Ju Lee, Ho Jun Song, Jin Jeong

“…The charge-carrier concentrations in the films decreased from 1.69 × 1021 to 6.16 × 1017 cm−3 with increased gas flow rate from 7 to 21 sccm. The X-ray diffraction (XRD) patterns show that the (002)/(103) peak-intensity ratio decreased as the gas flow rate increased, which was related to the increase of AZO thin film disorder. …”
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Senior high school students’ competence in logical operation and logical reasoning by Kodirun, Kadir, Busnawir, Wa Ode Indrawati

“…The research suggests that the framework of logical operations and inference patterns remains unfinished even in adulthood. While various logical models exist beyond the classical true-or-false reasoning model, secondary school students must primarily understand and apply classical reasoning rules. …”
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PENGENALAN EKSPRESI RAUT WAJAH BERBASIS JARINGAN SARAF TIRUAN BACKPROPAGATION DENGAN METODE PRINCIPAL COMPONENT ANALYSIS by Harizahayu Harizahayu

“…Pattern recognition without using the PCA method, the level of memorization and generalization reaches 100% at the 40th iteration and 0.0099 error with a learning rate and momentum of 0.8, while facial pattern recognition using the PCA method, the memorization and generalization level reaches 100% in the iteration. to -1000 and error 0.00103 with learning rate and momentum 0.9.…”
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Thermal comfort and energy related occupancy behavior in Dutch residential dwellings by Anastasios Ioannou

“…Specifically in houses with a good energy rating, the neutral temperature was higher than in houses with a poor rating. …”
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The prophylaxis and treatmen to finfectious complications caused by nosoco-mialflora after kidney transplantation from living related donor by E. P. Volynchik, L. V. Bolshakov, E. M. Balakirev, N. S. Bogomolova

“…This resulted in reduced rate of infectious complications.…”
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Circadian blood pressure profile in patients with arterial hypertension and chronic obstructive pulmonary disease by T. E. Steshina, A. I. Chesnikova, V. P. Terentyev

“…In patients with AH and COPD, CBPP was characterized by "non-dipper" and "night-peaker" patterns associated with high heart rate, that was probably explained by COPD negative impact on AH clinical course. …”
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High-Pressure Cylinder Failure under Fire Conditions – Investigation of the Consequences by Vojtech Jankuj, Petr Lepik, Miroslav Mynarz, Stefan Spitzer, Ales Bernatik

“…Hydrogen cylinders failed at pressures significantly lower than their rated destruction pressure due to thermal stress, generating fewer but substantial fragments and a fireball. …”
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Participatory Drawing Methodology for Light in Architecture: Drawing Experienced Space by Ulrika Wänström Lindh

“…In this study, the 64 sketches were compared in different combinations to detect patterns. The results showed that this drawing method worked well for everybody, both those with and those without professional drawing experience. …”
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A failure by any other name: The phenomenon of underpreparedness by Jill Bradbury, Ronald Miller

“…In order to further understand the reasons for the disproportionately high failure rate among students from disadvantaged schools, the responses of DS failing students are compared to those of their peers from advantaged schools (AS) who also failed the course. …”
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Social Work in Republic of Buryatia by Tatyana Bazarova

“…The introduction of market economy principles, the process of privatisation, and the last economic crises in the Federation of Russia have brought many social phenomena - among them increasing poverty, homelessness and still high rate of unemployment are the worst one. It makes the changes in the state social welfare programmes and functioning patterns be implemented. …”
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The impact of labor market trends on consumer and savings behavior of the population by M. Yu. Akimov

“…As indicators that allow us to identify patterns of formation of consumer and savings behavior of the population, such indicators as employment, unemployment, labor productivity, labor price, average unemployment period, the participation rate of women, men, youth, pensioners, migrants in the workforce, education level, place of residence (city, countryside) can be used, region of the country), consumer spending and savings.The article identifies the main current trends in the Russian labor market that shape the labor behavior of the population and determine the personnel policy of employers. …”
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Experimental Study of the Rock Mechanism under Coupled High Temperatures and Dynamic Loads by Huaming An, Tongshuai Zeng, Zhihua Zhang, Lei Liu

“…This research focuses on the effects of the loading rate and high temperature on rock mass in terms of rock mechanism. …”
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Study on Bubble Absorption Characteristics of R134a-DMF in Vertical Tube by Kong Xiangqiang, Li Huazhao, Li Jianbo

“…The characteristics of flow patterns of churn flow, slug flow, bubble flow, and single-phase flow were simulated and analyzed at an absorption pressure of 0.35 MPa, a vapor inlet temperature of 5 °C, and a weak solution inlet mass flow rate of 12.0 kg/h, by which the variation in absorption height with inlet parameters was obtained. …”
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Drug utilisation trends in a physical rehabilitation hospital by Ljubojević Gordana, Mastikosa Milan, Dostanić-Došenović Tanja, Novaković-Bursać Snježana, Tomić Nataša, Talić Goran, Škrbić Ranko, Stojiljković Miloš P.

“…Utilisation trends were analysed by means of the Compound Aggregate Growth Rate (CAGR), which is defined as an average annual change rate of some value during the period of interest. …”
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The role of vascularity and the fibrovascular interface in interstitial lung diseases by Jana Dietrich, Alice Kang, Birger Tielemans, Stijn E. Verleden, Hassan Khalil, Florian Länger, Philipp Bruners, Steven J. Mentzer, Tobias Welte, Michael Dreher, Danny D. Jonigk, Maximilian Ackermann

“…The pulmonary vasculature plays a central role in physiological lung function, and vascular remodelling is considered a hallmark of the initiation and progression of pulmonary fibrosis. Different patterns of pulmonary fibrosis commonly exhibit detectable pathological features such as morphomolecular changes, including intussusceptive and sprouting angiogenesis, vascular morphometry, broncho-systemic anastomoses, and aberrant angiogenesis-related gene expression patterns. …”
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Identification and expression analysis of cinnamyl CoA reductase gene family and function of StCCR6 in potato (Solanum tuberosum L.) by Chong Du, Yunzhu Che, Zengli Zhang, Fumeng He, Xinqi Zhang, Yujie Han, Zelin Yang, Jiaqi Wang, Tianshuai Qi, Ying Lan, Yingnan Wang, Fenglan Li

“…Cinnamoyl-CoA reductase (CCR), a key rate-limiting enzyme in plant lignin biosynthesis, critically regulates plant growth, development, and abiotic stress responses. …”
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A two-stage model for enhanced mango leaf disease detection using an innovative handcrafted spatial feature extraction method and knowledge distillation process by Mohammad Manzurul Islam, Mst. Nasrat Jahan Niva, Abdullahi Chowdhury, Saleh Masum, Rifat Ara Shams, Taskeed Jabid, Md. Sawkat Ali, Md. Mostofa Kamal Rasel, Muhammad Firoz Mridha

“…In the first stage, we implement an innovative, block-based feature extraction technique using Local Directional Patterns (LDP) and Local Directional Pattern variance (LDPv) on a comprehensive dataset, MangoLeafBD, consisting of 4000 images, achieving satisfactory results in terms of detection accuracy, sensitivity, specificity, and false negative rate. …”
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Epidemiological, clinical, and molecular analysis of human adenovirus infections in hospitalized children with acute respiratory infections in Tianjin, China by Yulian Fang, Yulian Fang, Min Lei, Min Lei, Lu Zhang, Mengzhu Hou, Mengzhu Hou, Ning Wang, Ning Wang, Chunquan Cai, Chunquan Cai

“…Seasonal patterns demonstrated winter predominance (15.9%), contrasting with other seasons (P < 0.001). …”
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High-sensitivity interlayer force measurement and multi-layer smoothing control for 3D printing on uneven surfaces by Shinichi Ishikawa, Ryo Yamada, Ryosuke Tasaki

“…In this research, a 3D printing system by controlling the nozzle feed rate was implemented to realize adaptive deposition motion for non-planar surfaces. …”
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