From Stated Importance to Revealed Preferences: Assessing Residential Property Features by Aneta Chmielewska, Marek Walacik, Adam Senetra

“…The optimization of land development requires a deep understanding of end-user expectations to ensure that new residential environments are both market-responsive and socially sustainable. …”
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On Image Ｒecognition Using Bidirectional Feature Pyramid and Deep Neural Network by ZHAO Sheng, ZHAO Li

“…Object recognition is one of the fundamental tasks in the area of computer vision. The development of deep neural networks advances the object recognition. …”
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Zinc protection of fertilized eggs is an ancient feature of sexual reproduction in animals. by Katherine L Wozniak, Rachel E Bainbridge, Dominique W Summerville, Maiwase Tembo, Wesley A Phelps, Monica L Sauer, Bennett W Wisner, Madelyn E Czekalski, Srikavya Pasumarthy, Meghan L Hanson, Melania B Linderman, Catherine H Luu, Madison E Boehm, Steven M Sanders, Katherine M Buckley, Daniel J Bain, Matthew L Nicotra, Miler T Lee, Anne E Carlson

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Research on filter-based adversarial feature selection against evasion attacks by Qimeng HUANG, Miaomiao WU, Yun LI

“…With the rapid development and widespread application of machine learning technology, its security has attracted increasing attention, leading to a growing interest in adversarial machine learning.In adversarial scenarios, machine learning techniques are threatened by attacks that manipulate a small number of samples to induce misclassification, resulting in serious consequences in various domains such as spam detection, traffic signal recognition, and network intrusion detection.An evaluation criterion for filter-based adversarial feature selection was proposed, based on the minimum redundancy and maximum relevance (mRMR) method, while considering security metrics against evasion attacks.Additionally, a robust adversarial feature selection algorithm was introduced, named SDPOSS, which was based on the decomposition-based Pareto optimization for subset selection (DPOSS) algorithm.SDPOSS didn’t depend on subsequent models and effectively handles large-scale high-dimensional feature spaces.Experimental results demonstrate that as the number of decompositions increases, the runtime of SDPOSS decreases linearly, while achieving excellent classification performance.Moreover, SDPOSS exhibits strong robustness against evasion attacks, providing new insights for adversarial machine learning.…”
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FEATURES OF MANUFACTURE OF COMPOSITE MATERIAL WITH MACROHETEROGENEOUS STRUCTURE WITH THE APPLICATION OF MAGNETIC FIELDS by A. S. Kalinichenko, V. A. Sheinert, V. A. Kalinichenko, A. G. Slutsky

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War – Writer – Text: Discursive Features (on the Material of Oksana Zabuzhko’s Essays) by Svitlana Kuranova

“…The article is dedicated to a complex analysis of the “war texts”. Discursive features of the triad “war – author – text” are proposed to be researched through the prism of the holistic linguistic act of communication. …”
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Pouchitis unveiled: exploring clinical features, diagnosis, and cutting-edge treatments by Francesca Lusetti, Camilla Almeida Martins Helfenberger, Munique Kurtz de Mello, Natália Sousa Freitas Queiroz

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Epidemiological Features of Obesity and Type 2 Diabetes Mellitus in the Russian Federation by Yu. S. Sytaya, A. Yi. Mindlina

“…The epidemic growth rates of type 2 DM in the world, including in the Russian Federation, emphasize the close relationship of these endocrinopathies and identify obesity as one of the determinants of diabetes development. Aim. To study the intensity, dynamics and features of the formation of primary morbidity of obesity and type 2 DM among various population groups, as well as to identify correlations between the studied parameters in the groups. …”
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Affect of Features of a Microorganism Strain on a Scope of Exclusive Rights by F. S. Ivanov, K. V. Nasonova

“…To define a possibility and a protection scope of microorganism strain as intellectual property subjects at a step of research, development and launch of pharmaceutical preparations, including biotechnological products.Materials and methods. …”
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Featuring Software Defined Radio in Airports for Finding Automatic Descendants Surveillance by Ardian Arief Epti Nur Putra, Wahyu Pamungkas, Agung Wicaksono

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Features of reproductive behaviour of students on the example of the Tambov region of the Russian Federation by V. A. Filippenko

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A microscopy study of the structural features of post-LASIK human corneas. by Mohammad Abahussin, Sally Hayes, Henry Edelhauser, Daniel G Dawson, Keith M Meek

“…<h4>Purpose</h4>To study the structural features of human post-LASIK corneas.<h4>Methods</h4>A pair of post-mortem donor corneas, from a 55-year old patient who underwent uncomplicated LASIK surgery five years previously, were bisected and fixed in 4% paraformaldehyde. …”
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Digital Art Feature Association Mining Based on the Machine Learning Algorithm by Zhiying Wu, Yuan Chen

“…With the development of computer hardware and software, digital art is a new discipline. …”
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Management features of Erasmus+ International Credit Mobility Project in the conditions of war by A.S. Polianska

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Clinicopathological features and prognostic significance of TAF1L in gastric cancer by Han Chen, Hang Chen, Jingquan Fang, Xingmao Huang, Xiu Zhu, Tengjiao Chai, Xiangliu Chen, Ling Huang, Pengfei Yu

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Features of Labour Productivity Measurement in Medical Organizations of the Kemerovo Region – Kuzbass by Artem N. Popsuyko, Galina V. Artamonova

Features of Addiction Propensity and Emotional Intelligence in Graduates of Physics and Mathematics Classes by S.S. Romantcheva, O.R. Busarova

“…The purpose of the study is to identify the features of the inclinations to different types of addictive behavior of male graduates of physics and mathematics classes, the hypothesis of the study: graduates of physics and mathematics classes are more prone to workaholism and computer addiction than their peers. …”
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Associations of built environment features with multimorbidity: A systematic review protocol by Alistair L. Carr, Philip Broadbent, Frederick K. Ho, Bhautesh Jani, Jonathan R. Olsen, Valerie Wells, Frances Mair

“…It is currently uncertain if multimorbidity is associated with features of the built environment, a term describing human-made or modified features of the surroundings in which humans live. …”
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CLINICAL FEATURES OF REFRACTORY FORMS OF ANEMIA IN CHILDREN WITH CHRONIC HEPATITIS В by F. I. Inoyаtova, G. Z. Inogamova, Sh. Yu. Abdumadjidova, A. Kh. Akhmedova, N. K. Valieva, F. G. Abdullaeva, V. I. Sabitova, N. A. Ikramova, F. R. Muzaffarova

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Encrypted traffic identification scheme based on sliding window and randomness features by LIU Jiachi, KUANG Boyu, SU Mang, XU Yaqian, FU Anmin

“…For each data block, randomness measurement algorithms were utilized to extract sample features and construct randomness features for the original payload. …”
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