Skin cancer detection using dermoscopic images with convolutional neural network by Khadija Nawaz, Atika Zanib, Iqra Shabir, Jianqiang Li, Yu Wang, Tariq Mahmood, Amjad Rehman

“…These pre-trained models are more effective for general image classification and struggle with the nuanced features and class imbalances inherent in medical image datasets. …”
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A new association between Kleefstra syndrome and Panayiotopoulos epilepsy by Alessandra Giliberti, Stefania Giustiniano, Ylenia Carbonaro, Adele Maria Frisina, Michele Roccella, Gregorio Serra, Rosaria Nardello

“…At birth, he presented dysmorphic facial features including receding forehead, low-set ears and lingual protrusion. …”
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Psychological aspects of students’ perception of control in foreign language learning by T. S. Putilovskaya, I. G. Tuchkova, E. V. Zubareva

“…The conducted survey made it possible to identify the problems and difficulties faced by students during the exam session, analyze the factors affecting the psychological comfort state when doing assignments, and develop recommendations aimed at the control system further improvement. …”
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Ensuring competitiveness in the XXI century: use of management tools in the internet-economy (on the example of banks) by A. A. Madyarov

“…The formation of the Internet economy places special demands on the development of a system of organisational influences used to solve problems of adaptation to changes in the external environment and internal integration. …”
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Modern trends in identification of causative agents in infective endocarditis by E. O. Kotova, E. A. Domonova, Zh. D. Kobalava, J. L. Karaulova, A. S. Pisaryuk, A. V. Balatskiy, V. G. Akimkin

“…The article discusses the features and place of immunochemical, molecular biological (MALDI-TOF MS, real-time PCR, sequencing, in situ fluorescence hybridization, metagenomic methods, etc.), immunohistochemical methods, and their advantages and limitations.…”
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Determining the REV for Fracture Rock Mass Based on Seepage Theory by Lili Zhang, Lu Xia, Qingchun Yu

“…Seepage problems of the fractured rock mass have always been a heated topic within hydrogeology and engineering geology. …”
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Technological innovation as a factor of sustainable economic development of the region by T. A. Voronova, A. P. Garnov, E. V. Loginova, S. Yu. Ayvazov

“…They underline specific features of pursuing innovation policy in Russia, highlight principle problems hindering the development of innovation processes and propose ways of their overcoming. …”
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STRUCTURE OF IXODES TICK COMMUNITIES AT THE CONTINENTAL PART OF SOUTH PRIMORYE TERRITORY AND RUSSIAN ISLAND by A. Ya. Nikitin, T. V. Zvereva, N. S. Gordeiko, E. A. Borisenko, Yu. A. Verzhutskaya, T. A. Kameneva

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Deep Transfer Learning-Based Fault Diagnosis for Gearbox under Complex Working Conditions by Zitong Wan, Rui Yang, Mengjie Huang

“…This paper proposes a transfer learning-based fault diagnosis method of gear faults to reduce the negative effects of the abovementioned problems. In the proposed method, a cohesion evaluation method is applied to select sensitive features to the task with a transfer learning-based sparse autoencoder to transfer the knowledge learnt under single working condition to complex working conditions. …”
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Enhancing Sentiment Analysis with a CNN-Stacked LSTM Hybrid Model by Shao Shuaijie

“…This paper focuses on developing a new hybrid model to solve sentiment analysis problems in Natural language processing. Sentiment analysis is a key branch of Natural language processing (NLP) and new models with better performance can boost the development of machine learning. …”
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An examination of Turkish EFL teacher trainees’ pronunciation knowledge, perception, and production by Ibrahim Halil Topal, Ismail Fırat Altay

“…Nevertheless, specific gaps in knowledge and problems with segmental and suprasegmental pronunciation features remained. …”
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Neurodevelopmental disorder: Hao–Fountain syndrome with USP7 mutation—a case report by Fatemeh Rafeienejad, Elahe Keyhani, Nazila Akbarfahimi, Narges Nouri

“…This rare condition is usually diagnosed by heterozygous deletion or mutation in the ubiquitin-specific protease 7 gene in conjunction with phenotype features. Case presentation We report the case of a 5-year-old Persian girl with this rare syndrome. …”
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Enterprise Economic Security in Time of Digital Transformation by A. A. Dokukina, V. V. Pimenov

“…The academic field demonstrating problems of attaining economic security and approaches to its appraisal as enterprise strategy was also shown. …”
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Tibetan entity relation extraction based on multi-level attention fusion mechanism by Like WANG, Yuan SUN, Sisi LIU

“…Compared with Chinese and English, the training corpus of Tibetan entity relation is smaller, so it is difficult to obtain higher accuracy based on traditional supervised learning methods.And there exists the problem of wrong labels in distant supervision for relation extraction.To solve these problems, the distant supervision method was used to construct the data set of Tibetan entity relation extraction through aligning the knowledge base with texts, which could alleviate the problem of lacking of large-scale corpus in Tibetan.And a Tibetan entity relation extraction model based on multi-level attention fusion mechanism was proposed.The self-attention was added to extract internal features of words in word level.The selective attention mechanism could assign weights of each instance, so as to make full use of informative sentences and reduce weights of noisy instances.Meanwhile, a joint score function was introduced to correct wrong labels, and neural network was combined with support vector machine to extract relations.Experimental results show that the proposed model can effectively improve the accuracy of Tibetan entity relation extraction, and is better than the baseline.…”
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Psychrotrophic bacteria and their negative effects on milk and dairy products quality by Šimun Zamberlin, Dubravka Samaržija, Tomislav Pogačić

“…This review article focuses on the impact of psychrotrops on quality problems associated with raw milk as well as on th final dairy products. …”
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The Russian Economy: Searching for Effective Strategy by Elena B. Lenchuk, Vladimir I. Filatov

“…The article suggests structural priorities for economic growth and specifies the features of accelerated technological modernization of industrial potential and large-scale development of the country’s infrastructure, which can significantly complement and expand the recommendations and proposals of leading economic centers and, at the end, significantly accelerate the solution of the country’s economic and social problems.…”
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A study of pipeline parallelism in deep neural networks by Gabriel Núñez, Hairol Romero-Sandí, Elvis Rojas, Esteban Meneses

“… The current popularity in the application of artificial intelligence to solve complex problems is growing. The appearance of chats based on artificial intelligence or natural language processing has generated the creation of increasingly large and sophisticated neural network models, which are the basis of current developments in artificial intelligence. …”
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On the general concept of bribery crime: The rationale for the need of its introduction into scientific nomenclature by E.V. Fomenko

“…It is necessary to carry out the separation from the total mass and further systematization in the unifying concept of the whole set of homogeneous features inherent in the acts of this group of crimes. …”
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Efficiency of Niche Agriculture in Ukraine by Heorhiy Cherevko, Iryna Cherevko

“…The purpose of the study is to present the efficiency of niche agriculture in Ukraine, describing the main features of this branch and anticipating prospects and barriers to stable development. …”
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Russian Army in Kingdom of Poland in 1831-1853 by S. V. Andriaynen

“…The article analyzes the activities of the Russian army in the Kingdom of Poland in 1831-1853. The features of the location of the army units in Poland, their daily service and financing are discussed. …”
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