Random features and polynomial rules by Fabián Aguirre-López, Silvio Franz, Mauro Pastore

“…In this work, we present a thorough analysis of the generalization performance of random features models for generic supervised learning problems with Gaussian data. …”
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Freegans: features and possibilities of research by M. V. Karmanov, L. A. Davletshina

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MODERN FAMILY VALUES AND THEIR FEATURES by NESMEIANOVA I.A.

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Problems on the conceptualization of the contemporary city by Wiesław Maik

“…The article presents the problems connected with the conceptualization of the contemporary city. …”
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Microbiological and Epidemiological Features of Mycobacteriosis by I. V. Petrov, T. Kh. Amirova, L. V. Petrova, F. S. Petrova, E. V. Sevastyanova, R. I. Valiev

“…The review provides information on the main aspects of the considered problem: the environmental features and diagnostics of non-tuberculous mycobacteria are determined, the epidemiology of this disease is described, the possibility of the variability of the clinical manifestations of mycobacteriosis, including among immunocompromised patients and the example of infection associated with the provision of medical care. …”
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Features of combat trauma pathogenesis by V.V. Makarov, V.V. Nehoduiko, V.M. Feskov, O.H. Petiunin, K.M. Smolianyk, M.Yu. Syzyi

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FEATURES OF METHODOLOGIES OF THESIS IN MEDICINE by O. V. Osetrova

“…The features of the formation of methodologies for medical research are shown. …”
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HELIPORT PAVEMENT DESIGNING FEATURES by Yao Aijun, Andrii Bieliatynskyi, He Yulin, Sun Jian

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Osteogenesis Imperfecta: Diagnostic Feature by Olga N. Ignatovich, Leyla S. Namazova-Baranova, Тea V. Мargieva, Guzal Т. Yakhyaeva, Natalia V. Zhurkova, Кirill V. Savostyanov, Alexander A. Pushkov, Ivan A. Krotov

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Morphological features of the poultry thymus by S. V. Huralska, N. V. Dyshliuk, S. S. Zaika, H. P. Hryshchuk, L. H. Yevtukh

“…This article reviews the literature on the morphological features of the poultry thymus. Since the preservation of livestock and disease prevention is a constant problem, the issue of poultry care will always remain in the forefront. …”
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GENDER AND AGE FEATURES OF GLAUCOMA by O. V. Makarenk, O. V. Kryvoviaz, S. O. Kryvoviaz

“…Gender features of glaucoma are also contradictory. In European literature the basic idea is that men are more likely to suffer from glaucoma than women. …”
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Epidemiological features of Echinococcosis in Russia by Dr Larisa Ermakova, Ms Maria Chernikova, Dr Tatyana Tverdokhlebova, Professor Sergey Kozlov, Professor Natalia Pshenichnaya, Professor Evgenia Chernikova

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A novel fuzzy vault scheme based on the feature level fusion of fingerprint and face features by Xun LI, Lin YOU, Jiahao LIANG, Chunhui YAN

“…Aiming at the problem that the biometric feature-based fuzzy vault is vulnerable to correlation attack and the loss of key and biometric template,and the authentication performance of fuzzy vault based on single biometric feature is unreliable,a novel fuzzy vault scheme based on the feature level fusion of fingerprint and face features was proposed.This scheme carried out irreversible transformation of fingerprint features and face features,and based on the Diffie-Hellman algorithm,the transformed fingerprints and face features were fused into a template at the feature level.Finally,the fusion template was used to construct the fuzzy vault.By updating the random matrix,the vault could be revoked,which could effectively resist the correlation attacks and achieve reliable authentication.Experimental results show that the proposed scheme improves the reliability of the system and the security of multiple biometric templates.…”
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A novel fuzzy vault scheme based on the feature level fusion of fingerprint and face features by Xun LI, Lin YOU, Jiahao LIANG, Chunhui YAN

“…Aiming at the problem that the biometric feature-based fuzzy vault is vulnerable to correlation attack and the loss of key and biometric template,and the authentication performance of fuzzy vault based on single biometric feature is unreliable,a novel fuzzy vault scheme based on the feature level fusion of fingerprint and face features was proposed.This scheme carried out irreversible transformation of fingerprint features and face features,and based on the Diffie-Hellman algorithm,the transformed fingerprints and face features were fused into a template at the feature level.Finally,the fusion template was used to construct the fuzzy vault.By updating the random matrix,the vault could be revoked,which could effectively resist the correlation attacks and achieve reliable authentication.Experimental results show that the proposed scheme improves the reliability of the system and the security of multiple biometric templates.…”
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Semantic Features-Based Discourse Analysis Using Deceptive and Real Text Reviews by Husam M. Alawadh, Amerah Alabrah, Talha Meraj, Hafiz Tayyab Rauf

“…The semantically aware features have shown strength against the current study hypothesis. …”
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A Multimodal Machine Learning Model in Pneumonia Patients Hospital Length of Stay Prediction by Anna Annunziata, Salvatore Cappabianca, Salvatore Capuozzo, Nicola Coppola, Camilla Di Somma, Ludovico Docimo, Giuseppe Fiorentino, Michela Gravina, Lidia Marassi, Stefano Marrone, Domenico Parmeggiani, Giorgio Emanuele Polistina, Alfonso Reginelli, Caterina Sagnelli, Carlo Sansone

“…Specifically, our approach uses the following: (i) feature extraction from chest CT scans via a convolutional neural network (CNN), (ii) their integration with clinically relevant tabular data from patient exams, refined through a feature selection system to retain only significant predictors. …”
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A novel method for optimizing epilepsy detection features through multi-domain feature fusion and selection by Guanqing Kong, Guanqing Kong, Shuang Ma, Shuang Ma, Wei Zhao, Wei Zhao, Haifeng Wang, Haifeng Wang, Qingxi Fu, Qingxi Fu, Jiuru Wang

“…BackgroundThe methods used to detect epileptic seizures using electroencephalogram (EEG) signals suffer from poor accuracy in feature selection and high redundancy. This problem is addressed through the use of a novel multi-domain feature fusion and selection method (PMPSO).MethodDiscrete Wavelet Transforms (DWT) and Welch are used initially to extract features from different domains, including frequency domain, time-frequency domain, and non-linear domain. …”
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A Multi-Path Feature Extraction and Transformer Feature Enhancement DEM Super-Resolution Reconstruction Network by Mingqiang Guo, Feng Xiong, Ying Huang, Zhizheng Zhang, Jiaming Zhang

“…To solve this problem, a DEM SR reconstruction network based on multi-path feature extraction and transformer feature enhancement is proposed in this paper. …”
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Problems of Theory and Practice of Investigative Experiment by O. V. Chelysheva

“…The Author of the article describes the features of the tactics of conducting an investigative experiment, depending on its assignment to a particular group. …”
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ABOUT THE PROBLEMS OF LIFE CRISIS OF PERSONALITY by Inesa V. Harkusha, Serhii V. Dubinskyi

“…The article provides a theoretical psychological analysis of the problem of life crisis of an individual, namely the concepts and manifestations of life crisis. …”
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