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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Unveiling the drivers contributing to global wheat yield shocks through quantile regression by Srishti Vishwakarma, Xin Zhang, Vyacheslav Lyubchich

“…Here, we study the spatiotemporal patterns of wheat yield shocks, quantified by the lower quantiles of yield fluctuations, in 86 countries over 30 years. …”
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Fishery, Growth, and Mortality of Threatened Asian Sunfish, Horabagrus brachysoma (Gu¨nther 1864) in Five Rivers of Western Ghats Hotspot, India by Chelapurath Radhakrishnan Renjithkumar, Kuttanelloor Roshni

“…Community-based data monitoring (CBM) systems play a vital role in small-scale inland fisheries, offering valuable insights into the catch patterns of various fish species over extended periods. …”
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Heterogeneity Analysis of Resident Demands and Public Service Facilities in Megacities of China from the Perspective of Urban Health Examination by Ning Zhang, Shaohua Wang, Haojian Liang, Zhuonan Huang, Xiao Li, Zhenbo Wang

“…By integrating spatial and temporal social sensing big data, including road networks, population, and points of interest (POI) data, and employing spatial analysis methods including coverage rate calculation, supply–demand matching efficiency, spatial heterogeneity, and sp{atial stability analysis, this study reveals the spatial distribution patterns of various facilities within cities, as well as the heterogeneity, balance, and equity of supply–demand matching efficiency between different cities. …”
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A Novel Carbon Fiber Composite Material for the Simulation of Damage Evolution in Thick Aquifers by Bozhi Zhao, Xing Gao, Weibing Zhu, Jiaxing Ding, Pengjun Gao

“…This study found that as the carbon fiber content increased, the evolution patterns of the electrical resistance change rate and the damage coefficient of the similar material tended to coincide. …”
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Emotional and visual responses to trypophobic images with object, animal, or human body backgrounds: an eye-tracking study by Pengfei Yu, Li Yu, Li Yu, Yuting Li, Cheng Qian, Jia Hu, Weiyi Zhu, Fang Liu, Fang Liu, Qi Wang, Qi Wang, Qi Wang

“…Finally, participants rated the image’s disgust and arousal levels using a self-assessment rating scale. …”
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Dravet Syndrome: A Rare Form of Epilepsy by Salwa Al Hosani, Sona Varghese

“…The majority of patients with this condition have mutations involving the voltage-gated sodium channel alpha (I) gene SCN1A. We present a detailed account of a two-year-old child with a history of recurrent seizures since the age of 4 months. …”
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HTLV-1 antibodies in serum and cerebrospinal fluid in tropical spastic paraparesis in Brazil by A. Spina-França, J. A. Livramento, L. R. Machado, H. R. Gomes, L. S. Vianna, L. H. M. Castro, J. P. S. Nobrega, L. A. Baciheschi

“…CSF patterns considered (cytology, protein content and gamma-globulins rate) were different between TSP group with HTLV-l antibodies in CSF and SP group with no HTLV-l antibodies detection either in serum or in CSF. …”
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Genome-Wide identification and salt stress-responsive expression dynamics of the HMGR gene family in Ziziphus jujuba var. spinosa. by Xiaohan Tang, Xiaojun Ma, Jun Cao, Xinhong Wang, Xuexiang Li, Xiaozhou Yang, Jing Shu

“…Spatiotemporal expression analysis via qRT-PCR revealed differential transcriptional patterns of ZjHMGR members, with pronounced upregulation under ABA, MeJA, and light induction. …”
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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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Daily Mobility in Metropolitan Areas by Marcela Soto Caro

“…The internet survey results (824 students) provided further essential data on a range of individual’s travel patterns from different parts of the metropolis. Three primary patterns of mobility emerged from this study of the student daily mobility: those related to local, regional migrant, and national migrant students. …”
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Modeling Cut Rose Yield Over an 18‐Month Period After Compost Amendment Using Repeated Sigmoidal Gompertz Curve Fitting by E. A. deNijs, A. Tietema, R. Bol, E. E. vanLoon

“…As the crop matured, asymptote parameter estimates increased, while growth rate parameter estimates decreased, reflecting a stabilization of growth patterns. …”
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Bayesian spatio-temporal conditional autoregressive localized modeling techniques for socioeconomic factors and stunting in Indonesia by Aswi Aswi, Septian Rahardiantoro, Anang Kurnia, Bagus Sartono, Dian Handayani, Nurwan Nurwan

“…Spatio-temporal clustering patterns and the estimated relative risks of stunting varied across Indonesian provinces from 2020 to 2022. …”
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Adaptive malware identification via integrated SimCLR and GRU networks by Faisal S. Alsubaei, Abdulwahab Ali Almazroi, Walid Said Atwa, Abdulaleem Ali Almazroi, Nasir Ayub, N. Z. Jhanjhi

“…An AUC of 98.2%, an F1-score of 96.8%, and a false positive rate of only 0.02% underline the model’s generalizability, accuracy, and resilience. …”
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Assessing the implementation of ESG criteria in the frontrunners insurance companies in the Spanish market by Albert Marti, Ramon Bastida-Vialcanet, Frederic Marimon

“…Originality/value: This study contributes to the academic literature and managerial practice by offering a robust framework, model, and methodology for ESG assessment, as well as identifying patterns in ESG adoption. Additionally, the article explores how the combination of outstanding PSI principles achievements influences the ESG rating performance of insurance companies. …”
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Saccadic intrusions in amyotrophic lateral sclerosis (ALS) by Wolfgang Becker, Martin Gorges, Dorothée Lulé, Elmar Pinkhardt, Albert Christian Ludolph, Jan Kassubek

“…SI were categorised according to their spatio-temporal patterns as stair case, back-and-forth and square wave jerks (a subcategory of back-and-forth). …”
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Measuring and Analyzing the Spatiotemporal Evolution of Agricultural Green Total Factor Productivity on the Tibetan Plateau (2002–2021) by Mengmeng Zhang, Jianyu Xiao, Chengqun Yu

“…The main findings are as follows: (1) AGTFP in Tibet rose overall from 0.949 in 2002 to 1.068 in 2021, with a compound annual growth rate of 0.78%, yet remained below the national average; (2) significant regional heterogeneity emerged, with three typical evolution patterns identified: continual improvement (Nagqu, Qamdo), stable fluctuation (Lhasa, Xigazê), and risk of decline (Lhoka, Nyingchi, Ngari); (3) gains in pure technical efficiency were the primary driver of AGTFP growth, while insufficient scale efficiency was a key constraint; (4) AGTFP exhibited a “convergence–divergence–reconvergence” dynamic, with interregional disparities widening but structural patterns stabilizing; and (5) interregional inequality was the main source of overall disparity—its importance grew over the study period, with the largest gap observed between agrarian and pastoral zones. …”
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The emerging threat of multidrug-resistant mecA gene-positive coagulase-negative Staphylococci by Samira Fattah Hamid, Aza Bahadeen Taha, Shler Qasim Hussien

“…The clinical isolation rate of these bacteria has increased in parallel with a rising prevalence of antibiotic resistance. …”
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Histopathological Image Analysis Using Deep Learning Framework by Sudha Rani Vupulluri, Jogendra Kumar Munagala

“…Breast cancer has the highest mortality rate. Therefore, histologic imaging evaluations must detect breast cancer early. …”
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Excessive or reduced rest-day sleep compensation linked to depression in Chinese adults by Yanliqing Song, Long Wang, Yue Liu

“…These findings highlight the importance of maintaining stable sleep patterns during special periods and provide scientific evidence for the development of targeted public health interventions.…”
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