GGLA-NeXtE2NET: A Dual-Branch Ensemble Network With Gated Global-Local Attention for Enhanced Brain Tumor Recognition by Adnan Saeed, Khurram Shehzad, Shahzad Sarwar Bhatti, Saim Ahmed, Ahmad Taher Azar

“…Due to the limited availability of training data, the diverse shapes of brain tumors among different patients, inter-class similarity, and intra-class variation, achieving high recognition accuracy and speed in deep learning-based brain tumor recognition remains challenging. …”
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A Comparison Theorem for Oscillation of the Even-Order Nonlinear Neutral Difference Equation by Quanxin Zhang

“…A comparison theorem on oscillation behavior is firstly established for a class of even-order nonlinear neutral delay difference equations. …”
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The Bach-flat and conformally Einstein equations for Siklos spacetimes by Amirhesam Zaeim

“…Within the large class of Siklos spacetimes, we completely classify Bach-flat metrics, which turn out to be related to a bi-harmonicity property of the defining function. …”
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Some sufficient conditions for univalence by Sukhjit Singh

“…A new subclass R(α), 0≤α≤1, of the class St(1/2) the class of starlike functions of order 1/2 is introduced and it is shown that R(α) is closed with respect to the Hadamard product of analytic functions. …”
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Improvement of Bayesian Water Supply Network Evaluation Model Based on Triangular Fuzzy Number and Its Application by SHI Xiaolin, DING Xiangyi, LIU Siran, LING Minhua

“…In view of the shortcomings of the single weight determination method and the uncertainty of the pipeline health level determination method in the Bayesian water supply network evaluation model based on triangular fuzzy number, this paper improves it by the coefficient of variation method and the fuzzy analytic hierarchy process (FAHP) to calculate the comprehensive weight, thus determine the pipeline health level based on the overall score, and applies the improved model to the health status assessment of the water supply network in Yunhe County, Zhejiang Province.The results show that: for health grades, 53% of the pipelinesare in class I, 44% of the pipelines are in class II,and 3% are in class III. …”
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Ensemble, on va plus loin ? Différences d’appréciation du travail à plusieurs chez des élèves de primaire by Amélia Legavre

“…This article focuses on the appreciation of collective work from pupils of three classes of primary schools, based on the observation of these classes and on the interviews of the 67 pupils of these classes. …”
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Long-term wage inequality in imperial China: From 202 BCE to 1912 CE. by Qiang Wu, Guangyu Tong, Peng Zhou

“…The intra-class wage inequality has a secular decline trend. …”
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Boolean Algebra of Soft Q-Sets in Soft Topological Spaces by Samer Al Ghour

“…And as a corollary, the class of soft Q-sets contains simultaneously the classes of soft clopen sets and soft nowhere dense sets. …”
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Efektifitas pendekatan konseling realita dengan teknik WDEP untuk meningkatkan disiplin belajar peserta didik di sekolah menengah kejuruan by Bella Sagita, Ni Ketut Suarni, I Ketut Dharsana

“…This study aims to determine the effectiveness of the reality counseling approach with the WDEP technique to improve the learning discipline of class X hospitality students at Singaraja State Vocational School. …”
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Method based on contrastive incremental learning for fine-grained malicious traffic classification by Yifeng WANG, Yuanbo GUO, Qingli CHEN, Chen FANG, Renhao LIN, Yongliang ZHOU, Jiali MA

“…In order to protect against continuously emerging unknown threats, a new method based on contrastive incremental learning for fine-grained malicious traffic classification was proposed.The proposed method was based on variational auto-encoder (VAE) and extreme value theory (EVT), and the high accuracy could be achieved in known, few-shot and unknown malicious classes and new classes were also identified without using a large number of old task samples, which met the demand of storage and time cost in incremental learning scenarios.Specifically, the contrastive learning was integrated into the encoder of VAE, and the A-Softmax was used for known and few-shot malicious traffic classification, EVT and the decoder of VAE were used for unknown malicious traffic recognition, all classes could be recognized without a lot of old samples when learning new tasks by using VAE reconstruction and knowledge distillation methods.Experimental results indicate that the proposed method is efficient in known, few-shot and unknown malicious classes, and has greatly reduced the forgetting speed of old knowledge in incremental learning scenarios.…”
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New Types of μ-Proximity Spaces and Their Applications by Rodyna A. Hosny, Tareq M. Al-shami, Abdelwaheb Mhemdi

“…Near set theory supplies a major basis for the perception, differentiation, and classification of elements in classes that depend on their closeness, either spatially or descriptively. …”
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Weighted Morrey Spaces Related to Schrödinger Operators with Nonnegative Potentials and Fractional Integrals by Hua Wang

“…Let ℒ=−Δ+V be a Schrödinger operator on ℝd, d≥3, where Δ is the Laplacian operator on ℝd, and the nonnegative potential V belongs to the reverse Hölder class RHs with s≥d/2. For given 0<α<d, the fractional integrals associated with the Schrödinger operator ℒ is defined by ℐα=ℒ−α/2. …”
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Pengaruh Penggunaan Media Pembelajaran Interaktif Quizizz terhadap Hasil Belajar Siswa Kelas 10 Program Keahlian DKV SMK Negeri 10 Malang by Krisna Wahyu Saputra, Faizatul Amalia, Khalid Rahman

“…The population of this study was grade 10 students of DKV SMK Negeri 10 Malang, with the number of samples in this study as many as 67 students divided into experimental and control classes. In the implementation process, it was found that the cognitive aspects of learning outcomes obtained by students there were differences shown from the pretest results of the control class and experimental class were not much different from the average score for the control class of 66.67 and the experimental class of 62.67 and for the posttest results there was a significant difference where for the average posttest score of the control class was 82.33 and the experimental class posttest was 91.67. …”
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O ensino de Ciências Sociais na Faculdade Catarinense de Filosofia by Amurabi Oliveira

“…The history of Brazilian social sciences has been continuously revisited, usually taking as an inaugural landmark the creation of the undergraduate courses in social sciences. Recognizing that the social sciences had different temporalities in the different regions of the country, and that their process of institutionalization occurred sometimes through classes in other undergraduate courses, this work seeks to bring an original contribution to the discussion for this area. …”
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a*-families of analytic functions by G. P. Kapoor, A. K. Mishra

“…This family, called a*-family, serves in certain situations to unify the study of many previously well known classes of analytic functions like multivalent convex, starlike, close-to-convex or prestarlike functions, functions starlike with respect to symmetric points and other such classes related to the class of univalent or multivalent functions. …”
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On close-to-convex functions of complex order by H. S. Al-Amiri, Thotage S. Fernando

“…The class S*(b) of starlike functions of complex order b was introduced and studied by M.K. …”
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Velours rouge et piquets de grève : la grève du music-hall à Londres en 1907 by John Mullen

“…Debate continues about the relationship of music hall culture to the working class. Some emphasize the working class themes of the songs, and the working class origins of the stars. …”
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Mathematical Model for The Transmission of Malaria In Uganda. by Lusambya, Robert

“…They then progress through the infectious and asymptomatic classes, before -entering the susceptible class. Susceptible Mosquitoes can become infected when they bite infectious and asymptomatic humans, and once infected they move through infectious class. …”
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Seasonal carbon fluxes from vegetation and soil in a Mediterranean non-tidal salt marsh by L. Carrasco-Barea, D. Verdaguer, M. Gispert, X. D. Quintana, H. Bourhis, L. Llorens

“…Soil <span class="inline-formula">CO₂</span> and methane (<span class="inline-formula">CH₄</span>) fluxes from these habitats were also measured. …”
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Quantification of regional net CO₂ flux errors in the Orbiting Carbon Observatory-2 (OCO-2) v10 model intercomparison project (MIP) ensemble using airborne measurements by J. Yun, J. Liu, J. Liu, B. Byrne, B. Weir, B. Weir, L. E. Ott, K. McKain, B. C. Baier, L. V. Gatti, S. C. Biraud

“…However, accurately quantifying ensemble CO<span class="inline-formula">₂</span> flux errors remains challenging and often relies on the ensemble spread. …”
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