Anomaly detection of smart grid stealing network attacks based on deep autoencoder by Huang Yan, Li Jincan, Yang Xiaqin, Li Pei, Li Zi

“…Simulation results demonstrate that the detector with an attention mechanism (AEA) achieves a 4%~21% higher detection rate and a 4%~13% lower false alarm rate compared to the best-performing existing detectors.…”
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Modelling the Rainfall Erosivity of the Rhone Region (Southeastern France) Associated with Climate Variability and Storminess by Nazzareno Diodato, Gianni Bellocchi, Nunzio Romano, Francesco M. Guadagno

“…Changes in the spatial and temporal patterns of extreme rainfall may have important effects on the magnitude and timing of rainfall erosivity, which in turn lead to even severe soil degradation phenomena. …”
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The distortion of fertility due to migration: A comparative analysis of migrants in the Netherlands and stayers in Poland by Nasim Ahamed Mondal, Agnieszka Fihel, Weronika Kloc-Nowak

“…The literature on migrants’ childbearing patterns offers several explanations for this phenomenon. …”
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Acoustical Enrichment during Early Development Improves Response Reliability in the Adult Auditory Cortex of the Rat by Zbyněk Bureš, Kateryna Pysanenko, Jiří Lindovský, Josef Syka

“…Here, we show that rearing rat pups in a complex acoustically enriched environment leads to an increased reliability of responses of AC neurons, affecting both the rate and the temporal codes. For a repetitive stimulus, the neurons exhibit a lower spike count variance, indicating a more stable rate coding. …”
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Intercropping-driven effects on soil organic carbon mineralization and its temperature sensitivity are associated with soil C-N-P stoichiometry and carbon-acquiring microorganisms... by Ziyu Yang, Jinmeng Hu, Xiaowei Chen, Yuping Zhang, Yizhe Wang, Jianwei Peng, Jiangchi Fei, Gongwen Luo, Chaolin Liao

“…Herein, an eight-year field-based experiment with maize monoculture and four intercropping patterns was employed to investigate the intercropping-induced change in the SOC mineralization rate and its temperature sensitivity (Q10). …”
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An optimized domain-specific shrimp detection architecture integrating conditional GAN and weighted ensemble learning by L. Ravi Kumar, Ravi Kumar Tata, T. R. Mahesh, Endris Mohammed Ali

“…Abstract Deep learning primarily operates on images which contain hidden patterns that are quantified through pixel intensities. …”
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Evaluation of Tru-Cut biopsy in differential diagnosis and challenges in breast adenoid cystic carcinoma on a case basis by İlyas Sayar, Ufuk Memiş, Sami Bilici, Nurten Arslan Isik

“…It is important to search for different patterns in addition to double cell population and pay attention to the material in the lumens in breast Tru-Cut biopsies that contain AdCC patterns that may cause the diagnosis of IBC and DCIS in error. …”
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Tree seed dispersal modes affect forest resilience along savanna-forest boundaries by Max van der Ree, Gerard T Barkema, Arie Staal

“…We find that forest recruitment rate and resilience are more sensitive to forest pattern morphology when trees are dispersed by birds than by wind. …”
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Functional Connectivity Biomarker Extraction for Schizophrenia Based on Energy Landscape Machine Learning Techniques by Janerra D. Allen, Sravani Varanasi, Fei Han, L. Elliot Hong, Fow-Sen Choa

“…Schizophrenia is associated with impaired functional connectivity but characterizing the complex abnormality patterns has been challenging. In this work, we used resting-state functional magnetic resonance imaging (fMRI) data to measure functional connectivity between 55 schizophrenia patients and 63 healthy controls across 246 regions of interest (ROIs) and extracted the disease-related connectivity patterns using energy landscape (EL) analysis. …”
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Effects of Heat Transfer Characteristics of R32 and R1234yf with Al2O3 Nanoparticle through U-Bend Tube Evaporator by Latifur Islam, Dipayan Mondal, Md. Ashraful Islam, Palash Das

“…After the bend, the frictional pressure drop increased at a higher rate than before the bend, and the vapor fraction increased at a higher rate.…”
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Unobtrusive stress detection using wearables: application and challenges in a university setting by Peter Neigel, Andrew Vargo, Benjamin Tag, Koichi Kise

“…We identify potential stress patterns by observing elevated waking heart rate (HR) and maximum waking HR, supported by related metrics such as sleep HR, sleep heart rate variability (HRV), activity patterns, and sleep phases.ResultsThe physiological changes align with significant academic and societal events, indicating a strong link to stress.DiscussionOur findings demonstrate the potential of consumer wearables to detect collective changes in stress biomarkers within a cohort using in-the-wild data, i.e., data that is noisy and has gaps. …”
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Geospatial technology based shoreline change analysis (1992–2022) and predictive forecast modeling for 2032 and 2042, utilizing DSAS, along the eastern coast of India by Harikrishna S., Gurugnanam B., Bairavi S.

“…The study found that the maximum erosion in the study area is 4.1 m/yr (end point rate (EPR)) and 4.21 m/yr (linear regression rate (LRR)) at the Maravakkadu coastal region, and the maximum accretion is 3.75 m/yr (EPR) and LRR of 4.12 m/yr at the Mettupalayam coast. …”
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Whisper Automatic Speech Recognition and GPT Large Language Models as Best Practice for Assessing Communication Progress in Autism Spectrum Disorder by Naela Fauzul Muna, Mukhammad Andri Setiawan

“…Whisper achieved a low Word Error Rate (WER) for mild autism (average 5%) and a higher rate for moderate autism (average 23%). …”
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Personal identification based on acoustic characteristics of outer ear using cepstral analysis, Bayesian classifier, and artificial neural networks by Alexey Sulavko, Alexander Samotuga, Irina Kuprik

“…Obtained echograms can be used as biometric patterns for identification and authentication of subjects. …”
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The role of city parks in creating ‘wellbeing societies’: A case study of Piłsudski Park in Łódź, Poland by Melanie Kay Smith, Joanna Kowalczyk-Anioł, Jakub Janiszewski, Karolina Grabarczyk

“…The research utilizes a questionnaire-based survey of 238 park users to explore patterns of park use, motivations for visiting and perceived wellbeing benefits. …”
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A systematic review and meta-analysis of the global seasonality of norovirus. by Sharia M Ahmed, Benjamin A Lopman, Karen Levy

“…These pathogens are generally understood to exhibit a wintertime seasonality, though a systematic assessment of seasonal patterns has not been conducted in the era of modern diagnostics.…”
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Regional Gas Supply System Considered from the Standpoint of System Analysis and Regularities of its Functioning by D. R. Mоroz, N. V. Hruntovich

“…The values of correlation coefficients between the outdoor air temperature and gas flow rate according to the elements of the balance structure are calculated. …”
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How prevalent is the cross-disciplinary career transition? Evidence from a multi-dimensional comparative analysis by Tongyang Zhang, Chao Yu, Dong Zhang, Jian Xu

“…However, studies on the prevalence of career transitions in different disciplinary areas are rare, especially those investigating the patterns of disciplinary changes accompanied by career transitions. …”
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Tensile Fracture Behavior of Corroded Pipeline: Part 1—Experimental Characterization by Yuchao Yang, Feng Liu, Feng Xi

“…The comparative analysis based on the macroscopic stress-strain relationship shows that the rapid decrease of the yield stress, ultimate strength, and strain at the fracture for corroded pipe are correlated with the fracture patterns; i.e., the fracture patterns of pipe are changed from uniform to scattered with the continuous increase of the corrosion rate. …”
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Tensile strength and elongation prediction for pulsed current gas tungsten arc welded AISI 4135 steel by auto-associative memory network by Efezino McCarthy Elutabe, Sunday Ayoola Oke, John Rajan, Swaminathan Jose

“…The parameters investigated include gas flow rate, base current, welding speed, and peak current. …”
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