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

“…This paper presents a comprehensive evaluation of six deep learning models (Multilayer Perceptron (MLP), one-dimensional Convolutional Neural Network (1D-CNN), Long Short-Term Memory (LSTM), Gated Recurrent Unit (GRU), Recurrent Neural Network (RNN), and a proposed hybrid CNN-GRU model) for binary classification of network traffic into benign or attack classes. …”
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Fertility dynamics in Russia: assessment and forecast by D. K. Sopov

Subjects: “…birth rate…”
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Audience Preferences and Popular Program Patterns on News Channels in Karachi by Erum Hafeez

“…One-on-one interviews reflect the mindset and viewing patterns of news channels’ audience. It is also instrumental to highlight the factors that hinder Express-News ratings against its competing channels. …”
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Hydroxymethylated cytosines are associated with elevated C to G transversion rates. by Fran Supek, Ben Lehner, Petra Hajkova, Tobias Warnecke

“…Here, we combine base-resolution maps of methyl- and hydroxymethylcytosine in human and mouse with population genomic, divergence and somatic mutation data to show that hydroxymethylated and methylated cytosines show distinct patterns of variation and evolution. Surprisingly, hydroxymethylated sites are consistently associated with elevated C to G transversion rates at the level of segregating polymorphisms, fixed substitutions, and somatic mutations in tumors. …”
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Maximizing meiotic crossover rates reveals the map of Crossover Potential by Juli Jing, Qichao Lian, Stephanie Durand, Raphael Mercier

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Influence of microstructure on rate-dependent response of unidirectional fibrous composites by Soňa Valentová, Michal Šejnoha, Jan Vorel, Zdeněk Prošek

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Simulation of multicentric destruction with regard for inhomogeneous distribution of rated voltage by Vitaly F. Lukyanov, Semen S. Assaulenko

“…The damage accumulation and destruction development rate depends on the uniformity coefficient of the stress concentration along the weld. …”
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Index Modulation OFDM Systems with Direct Pattern of Subcarrier Activation by Zainab Mohammed Abdulkareem, Abdulrahman Ikram Siddiq

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Cardiovascular mortality rate in Moscow and St. Petersburg in 2015 and 2018 by S. A. Boytsov, E. Z. Golukhova, O. M. Drapkina, O. V. Zayratyants, I. V. Samorodskaya, V. Yu. Semenov

“…The differences in mortality rates between Moscow and St. Petersburg require study.Aim. …”
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REGULATING OF CAST CONSTRUCTIONS PROPERTIES BY INTENSIFYING HEAT EXCHANGE IN MOLD WITH GASIFIED PATTERN by O. I. Shinsky, E. I. Marukovich, V. S. Doroshenko, P. B. Kaluzny

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Experimental study of inductively coupled plasma etching of patterned single crystal diamonds by Lei Zhao, Xiangbing Wang, Nan Jiang, Kazhihito Nishimura, Jian Yi, Shuangquan Fang

“…Additionally, the etching rate exhibits a gradual increase with a higher oxygen content in the O₂/Ar ratio, while the influence of chamber pressure on the etching rate follows an increasing-then-decreasing trend. …”
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Productive aging patterns and associations with health outcomes among Chinese urban older adults by Zexi Su

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A case of rapidly progressing sarcomatous intrahepatic cholangiocarcinoma with suddenly appearing lymph node metastasis by Eisho Kanemitsu, Rei Takahashi, Setsuko Nakanishi, Satoru Sueyoshi, Atsushi Kobayashi, Takao Nishimura, Hiromitsu Nagata

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Ratings  of  Territories —   A  Tool  of  Complex  Statistical  Analysis  (Information  Aspect) by L. Yu. Arkhangelskaya

“…Building ratings of territorial entities both within the countries in line with their administrative-territorial division, patterns, economic, historic, social, ethnic or religious relationships, environmental features; and also when comparing individual countries and their coalitions to date is a very urgent problem, the solution of which allows for selective estimation of the level of socio-economic, political and ecological status of the territories, as well as comparing them with the unity of the methodological approaches to the assessment of the territories, and also explore the changes over time of this state or condition while maintaining comparability of the sample data on a single ranking methodology with the set of indicators. …”
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The Problems of Assessing Validity and Political Potential of Cross-National Comparative Ratings by V. G. Ivanov

“…Additionally, the author compares the scores of 144 countries in the array of 16 ratings with the relevant indicators of the Russian Federation, which allowed to distinguish a group of countries showing maximum institutional identity with Russia, according to the compilers of the ratings. …”
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THE “TECHSUCCESS” RATING AND THE FINANCIAL INDICATORS OF HIGH-TECH BUSINESSES: CORRELATION ANALYSIS by A. A. Mikhalchuk, A. V. Hizhnyak, V. V. Spitsin, E. A. Monastyrnyy

“…The authors carry out an analysis of the “TechSuccess” rating and the enterprises’ financial indicators, calculated on the basis of accounting data. …”
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Categorized Affective Pictures Database; tested on adults - rated appropriate for kids by Ilona Glebov-Russinov, Avishai Henik

“…Next, we presented the pictures to a large group of adults and asked them to select each picture's emotional category, and then rate their confidence level and the intensity level of the pictures. …”
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An Association Between Product Discount, Rating and Customer Service: An Empirical Study by Adeel Ansari, Seema Ansari, Ayesha Ghayas

“… This study investigates the relationship between buyers' perceptions and empirical data regarding product ratings and discount percentages during e-commerce sales events. …”
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THE BEHAVIOR OF INTEREST RATE AT EARLY REPAYMENT OF DEBT IN THE GENERALIZED CREDIT TRANSACTIONS by Y. F. Kasimov, A. N. Kolesnikov

“…The patterns of early repayment in multi-period credit transactions from internal rate of return view are analyzed in this article. …”
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Reducing the Divorce Rate in the Religious Courts Through Cultivating Egalitarian Relationships by Ulin Na’mah, Mochammad Agus Rachmatullah, Husnul Yaqin, Rezki Suci Qamaria

“…The income factor is often the reason for divorce by petition, a phenomenon of high divorce rates in Indonesia. Furthermore, this problem has resulted in various analytical results. …”
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