DDoS classification of network traffic in software defined networking SDN using a hybrid convolutional and gated recurrent neural network by Ahmed M. Elshewey, Safia Abbas, Ahmed M. Osman, Eman Abdullah Aldakheel, Yasser Fouad

“…The CNN-GRU model integrates a 1D convolutional layer for spatial pattern extraction and a GRU layer for temporal sequence learning, followed by dense layers with dropout regularization. …”
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Strategic investment patterns of the medical industry in senior health by Xinyu Li, Ping Tong, Bangsen Zhu, Bangsen Zhu

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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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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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SECOND PREMOLAR AGENESIS PATTERNS IN ROMANIAN PEDODONTIC PATIENTS by Aneta Munteanu, Mihaela Tănase, Arina Vinereanu, Ioana-Andreea Stanciu

“…Aim: to assess the characteristics of second premolar agenesis patterns in a sample of patients attending a University Pedodontics Department from Bucharest, Romania. …”
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Antibiotic prescribing patterns at outpatient clinics in Western and Coastal Kenya. by Melanie Kiener, Caroline Ichura, Bryson A Ndenga, Francis M Mutuku, Christabel A Winter, Victoria Okuta, Laura Mwambingu, Kevin Ogamba, Karren N Shaita, Charles Ronga, Philip Chebii, Jael Amugongo, Said Malumbo, Omar Godana, Zainab Jembe, Charles Ng'ang'a, Mwangosho Mazera, A Desiree LaBeaud

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The Effects of Scales on Modeling of Flow Patterns Over Spillway by Humam Khalid Ibrahim, Ammar Hatem Kamel

“…The physical and numerical models were tested with discharge values of (250, 350, 500, 750, and 1000) m3/s to evaluate the rating curve, discharge coefficients, pressure distributions, and energy dissipation. …”
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Recurrent design patterns in the feedback regulation of the mammalian signalling network by Stefan Legewie, Hanspeter Herzel, Hans V Westerhoff, Nils Blüthgen

“…We systematically analysed decay rates of 134 signalling proteins and investigated their gene expression profiles in response to stimulation to get insights into transcriptional feedback regulation. …”
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Pattern of domestic violence among pregnant women in Jos, Nigeria by Abraham N.I. Gyuse, Adie P. Ushie

“…Results: Results showed verbal, physical, sexual and emotional violence at prevalence rates of 38.0%, 26.5%, 10.7% and 1.4%, respectively. …”
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Evaluation of suicide patterns, causes and triggering factors in children and adolescents by Büşra Baydemir Kılınç, Mustafa Talip Şener

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Regeneration patterns in Naineris aurantiaca (Müller, 1858) (Annelida, Orbiniidae) by Ricardo Álvarez, Estela Pires, Giovanna Valério, Maikon Di Domenico

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The pattern of sharps injury to health care workers at Witbank Hospital by Ryszard Lachowicz, Peter A. Mathews

“…House doctors reported the highest rates of injury: 84.37% of them were injured at least once. …”
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Associations of weight change patterns with hyperuricemia risk in U.S. adults by Yadan Zou, Fang Li, Qiya Huang, Zhongxing Zhao, Shengguang Li, Huanxian Liu

“…Abstract The global incidence of hyperuricemia is increasing in parallel with rising obesity rates. This study investigated the relationship between weight change patterns and the risk of hyperuricemia. …”
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Healthcare attendance patterns by pregnant women in Durban, South Africa by S. Sibeko, J. Moodley

“…Background: High rates of perinatal mortality and morbidity and maternal mortality in South Africa remain a major problem. …”
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Epidemiological trends and patterns of gastric cancer in the Kashmir Valley, India by Shaista Mushtaq, Nisar Ahmad Syed, G.M. Rather, Shahid Saleem, Athar Yousuf Rather, Shaheena Parveen

“…Results: The analysis revealed a significant increase in stomach cancer incidence across all districts of the Kashmir Valley, with the highest rates observed in South Kashmir. Hotspot analysis identified areas with a high concentration of cases in urban areas, particularly in districts such as Anantnag, Pulwama, and Srinagar. …”
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Citizenship and Naturalization Patterns of Immigrants in the Southeastern United States And Their Political Consequences by Charles Jaret, Orsolya Kolozsvari-Wright

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Patterns and Determinants of Prescribing for Parkinson’s Disease: A Systematic Literature Review by Khalid Orayj, Emma Lane

“…In contrast, the prescribing rates of non-ergot DAs increased over the last ten years in most of the included studies. …”
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Antarctic meltwater spread pattern and its duration modulate abyssal circulation by Jun-Young Moon, Soon-Il An, Gagan Mandal, Hajoon Song, Young-Min Yang, So-Eun Park

“…Here, we investigate the sensitivity of abyssal circulation to the location, rate, and duration of meltwater input using an Earth system model of intermediate complexity. …”
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Cost and usage patterns of antibiotics in a tertiary care neurosurgical unit by Manish Singh Sharma, Ashish Suri, Sarat P. Chandra, Shashank S. Kale, Arti Kapil, Bhawani S. Sharma, Ashok K. Mahapatra

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Patterns of left and right ventricular dysfunction and their clinical outcomes in septic patients by Hongmin Zhang, Beijun Gao, Ye Liu, Qing Zhang, Xiaoting Wang

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