Conv1D-GRU-Self Attention: An Efficient Deep Learning Framework for Detecting Intrusions in Wireless Sensor Networks by Kenan Honore Robacky Mbongo, Kanwal Ahmed, Orken Mamyrbayev, Guanghui Wang, Fang Zuo, Ainur Akhmediyarova, Nurzhan Mukazhanov, Assem Ayapbergenova

“…This study proposes a hybrid IDS model combining one-dimensional Convolutional Neural Networks (Conv1Ds), Gated Recurrent Units (GRUs), and Self-Attention mechanisms. …”
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Peculiarities of Pattern Information Transmission by Evgeniy V. Yurkevich, Lidiya N. Krukova

“…The rates of modern technologies development is such that educational programs are constantly required to be enlarged with new material. …”
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Exploring CESEE-EMU Synchronisation Patterns by Valerija Botrić, Tanja Broz

“…We introduce a specific measure of business cycle synchronisation by comparing the evolution of the growth rates in country pairs and further seek to identify determinants of these synchronisation patterns using pooled probit model. …”
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Identifying etiological pattern for postpartum complications by D. F. Kurbanova, S. G. Sultanova, F. R. Hajiyevа

“…Postpartum complications hold one of the leading places in the pattern of gynecological diseases.Aim: to study the clinical and laboratory features of developing postpartum inflammatory complications.Materials and Methods. …”
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Forecasting Green Energy Production in Latin American Countries and Canada via Temporal Fusion Transformer by Muhammad Shoaib Saleem, Javed Rashid, Sajjad Ahmad, Ali M. Al‐Shaery, Saad Althobaiti, Muhammad Faheem

“…The performance of the proposed TFT is more authentic as compared with the gated recurrent unit (GRU), the long short‐term memory (LSTM), deep autoregression (DeepAR), and the meta graph‐based convolutional recurrent network (MegaCRN). …”
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Ambulatory Melanoma Care Patterns in the United States by Andrew L. Ji, Michael R. Baze, Scott A. Davis, Steven R. Feldman, Alan B. Fleischer

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Nosocomial Legionnaires’ Disease: Clinical and Radiographic Patterns by Thomas J Marrie, David Haldane, Gregory Bezanson

“…From 1981 to 1991, 55 patients (33 males, 22 females, mean age 58.6 years) with nosocomial Legionnaires’ disease were studied. The mortality rate was 64%. One-half of the patients developed nosocomial Legionnaires’ disease within three weeks of admission. …”
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PMMA-Assisted Plasma Patterning of Graphene by Alfredo D. Bobadilla, Leonidas E. Ocola, Anirudha V. Sumant, Michael Kaminski, Jorge M. Seminario

“…The exposure time required to produce the ribbon patterns on graphene is 2 minutes. We produce graphene ribbon patterns with ∼50 nm width and integrate them into solid state and liquid gated transistor devices.…”
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Seasonal mortality patterns and regional contrasts in Portugal by Almendra Ricardo, Santana Paula, Freire Elisabete, Vasconcelos João

“…The main aim of this study is to identify the geographical seasonal mortality patterns in Portugal and, for the first time, to assess the relationship between seasonal and overall mortality. …”
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Effects of Neonatal Feeding Patterns on Infant Health by Shi Xiaoli, Hao Weiyan, Dandan Li

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Assessment of Occupational Accidents Pattern in Iranian Miners by M Malek, S Mohammadi, M Aghilinejad, MS Attarchi, F Rahimpour, S Alizadeh

“…All types of fractures were in second position among other patterns. Age could not variant the rate of pattern in a descriptive view. …”
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The Impact of Illumination on Finger Vascular Pattern Recognition by Pesigrihastamadya Normakristagaluh, Geert J. Laanstra, Luuk J. Spreeuwers, Raymond N. J. Veldhuis

“…Narrower bundles of light do not affect which veins are visible, but they reduce the overexposure at finger boundaries and increase the quality of vascular pattern images. The narrow beam achieves the best performance with 0% of FNMR@FMR0.01%, and the wide beam consistently results in a higher false nonmatch rate. …”
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MB-MSTFNet: A Multi-Band Spatio-Temporal Attention Network for EEG Sensor-Based Emotion Recognition by Cheng Fang, Sitong Liu, Bing Gao

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Patterns of uveitis in a Philippine eye clinic by Harvey S. Uy, MD, Irene W. Tam, OD

“…Significant rates of ocular complications and blindness were found in this series, particularly among patients with panuveitis. …”
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Seasonal Temperature and Precipitation Patterns in Caucasus Landscapes by Mariam Elizbarashvili, Nazibrola Beglarashvili, Mikheil Pipia, Elizbar Elizbarashvili, Nino Chikhradze

“…Temperature trends were analyzed using linear regression, while vertical lapse rates and inversion layers were assessed based on seasonal temperature–elevation relationships. …”
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The Effect of Rainfall Patterns on the Mechanisms of Shallow Slope Failure by Muhammad Suradi, Andy Fourie

“…Abstract - This paper examines how rainfall patterns affect the mechanisms of shallow slope failure. …”
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Secondhand Clothing in Global Commerce: Trade Patterns and Impact by Debanjan Das

“…The analysis reveals notable trends: the United States and China dominate the market, while Pakistan and the UAE exhibit the highest growth rates. The study also reaffirmed that trade patterns for secondhand clothing continue to flow from the Global North—including China—to the Global South, a trend observed since the early 2000s. …”
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Factors and patterns of technical and technological development of enterprises' bases by Oleksandr Emelyanov, Tetiana Petrushka

“…It was found, that the optimal time replacement of obsolete equipment under non-competitive markets is a time moment, where the value of net cash flow from the operation of these assets is equal to the product of the discount rate on the amount of the net present value of the new assets' operation.…”
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Epidemiological pattern of blunt trauma chest in Western India by Anita Kumari Gupta, Amit Kumar Sharma, Naresh Kumar Suthar, H R Girija, Vijay Verma, Satya Prakash Jindal

“…Despite high mortality rates, but the majority of patients with thoracic injuries can be managed by a simple intervention like tube thoracostomy. …”
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Dynamic control of ferroic domain patterns by thermal quenching by Jan Gerrit Horstmann, Ehsan Hassanpour, Aaron Merlin Müller, Yannik Zemp, Thomas Lottermoser, Yusuke Tokunaga, Yasujiro Taguchi, Yoshinori Tokura, Mads C. Weber, Manfred Fiebig

“…Here, we use thermal quenches to control ferroic domain patterns in a rare-earth orthoferrite. Cooling at variable rates triggers transitions between two ferroic phases, with transient domain evolution enabling selection of the final domain pattern. …”
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