THE USE OF ARTIFICIAL INTELLIGENCE ON COLPOSCOPY IMAGES AND SEGMENTAL VOLUMES, CONSTRUCTED FROM MRI AND CT IMAGES, IN THE DIAGNOSIS AND STAGING OF PRECANCERS, CERVICAL CANCERS AND... by Hlescu Cristian Stefan, Tudor Florin Ursuleanu, Roxana Grigorovici, Andreea Roxana Luca, Ramona Elena Teiu, Maria Paula Comanescu, Alina Ionela Calin, Alexandru Grigorovici

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Design of a mammography X-ray image classification assistant system adapted to Chinese population by SUN Changjin, TONG Fei, WU Yi

“…Methods‍　‍Curated breast imaging subset of digital database for screening mammography （CBIS-DDSM）， Mammographic image analysis society database （MIAS） and other international open datasets were used to conduct model training respectively in order to reproduce the mainstream in-depth learning methods in the current literature. …”
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Challenges of Gender Policy Implementation in the Security and Defense Sector by O. M. Tsukan, M. Yu. Burdin

“…Aspects of gender equality have a special role in ensuring the educational process, managing the free economic zone and overcoming stereotyping of society, especially in the security and defense sector. …”
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Est-il préférable d’apprendre les langues minoritaires à l’âge adulte ?L’exemple du breton by Grimault Gildas

“…It is considered firstly by the development of learning for children. Adult training is often put in the background, whether in terms of demands by organized civil society or in terms of educational policies. …”
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Progress in Flood Risk Assessment Based on Data-Driven Methods by HE Xinyu, TIAN Wenchong, ZHANG Zhiyu, LIAO Zhenliang

“…,statistical analysis and machine learning,according to their principles.Then,the characteristics and applications of the two categories are introduced,and the problems and challenges faced by the research on data-driven methods are explored.…”
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Time Series Classification of Raw Voice Waveforms for Parkinson's Disease Detection Using Generative Adversarial Network-Driven Data Augmentation by Marta Rey-Paredes, Carlos J. Perez, Alfonso Mateos-Caballero

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Object Re-Identification Based on Federated Incremental Subgradient Proximal Optimization by Li Kang, Chuanghong Zhao, Jianjun Huang

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Efficient Implementation of Mahalanobis Distance on Ferroelectric FinFET Crossbar for Outlier Detection by Musaib Rafiq, Yogesh Singh Chauhan, Shubham Sahay

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A Polycentric Approach for Addressing Wicked Social Problems by Jordan K. Lofthouse, Leah Kral

“…Most social problems are “wicked”, meaning that they are highly complex, intractable, open-ended, and multi-dimensional. In wicked learning environments, information is ambiguous, feedback may be slow, or causes and effects are difficult to ascertain. …”
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La notion de situation dans l'étude des phénomène d'enseignement et d'apprentissage des langues : vers une perspective socio-didactique by Joaquim Dolz, Frédéric Tupin

“…After having tried to extend the boundaries of the concept of situation and of its use in order to understand teaching and learning phenomena in the light of sociology contribution (Tupin, 2006) then having called for a joint comprehension of the "epistemological subject" and of the "social subject", through the organization of a dialogue between didactics and sociology (Tupin & Dolz, 2008), the present article aims at revisiting the stratification of the concept of situation and of its use, from the specific perspective of the co-presence of languages in society, schools and classrooms. …”
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SURVEY AND PROPOSED METHOD TO DETECT ADVERSARIAL EXAMPLES USING AN ADVERSARIAL RETRAINING MODEL by Thanh Son Phan, Quang Hua Ta, Duy Trung Pham, Phi Ho Truong

“…One prominent area where AI has made significant contributions is in machine learning models. These models have revolutionized various fields, benefiting society in numerous ways, from self-driving cars and intelligent chatbots to automated facial authentication systems. …”
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UX-MAPPER: An automated approach to analyze app store reviews with a focus on UX by Walter T. Nakamura, Edson C. C. de Oliveira, Elaine H. T. de Oliveira, Tayana Conte

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Psychosemantic approach as the basis for the algorithmization technology of processing educational information by Elena V. Tsupikova, Margarita V. Tsyguleva

“…In the evolution of the information society, self-development and self education are at the top of the soft skills list; therefore formation of a new thinking style is becoming the most important task of teaching. …”
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A Hidden Surveillant Transmission Line Protection Layer for Cyber-Attack Resilience of Power Systems by Hossein Ebrahimi, Sajjad Golshannavaz, Amin Yazdaninejadi, Edris Pouresmaeil

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Villach – Kazan: the global trends in engineering education development by S. . Barabanova, A. . Kajbiyajnen

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Using “Spontaneous Geography” to reason about environmental problems by Cédric Naudet

“…The "Spatial Thinking" group of the Paris-Cité University has formalized an experiential geography based on learning theories which show that learning is a process that can only take place by going back and forth between what the student knows and what they learn. …”
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Innovations in Education, or How to Separate the Wheat from the Chaff? by M. V. Kochetkov

“…They stemmed from the development of universal basic information, creative competencies, and polytechnic skills, as well as humanitarian and economic orientation of training, the development of primarily STEM-areas in school education, simulation and distance learning tools, innovative pedagogical technologies.…”
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Current teaching mode for nursing master's degree education in China (国内护理专业学位硕士研究生教学模式现状) by YAO Qianqian (姚芡芡), LI Run (李润), DENG Shuxia (邓淑霞), OU Min (欧敏), LIANG Min (梁敏)

“…This paper summarized the main contents and matters needing attention in five commonly used teaching models such as problem-based learning, case-based learning, task-based learning, BOPPPS and flipped class model for nursing master’s degree in China. …”
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Analysis of theoretical approaches to the definition of the content of education and training in the Master's degree by Elena V. Buntova

“…It is concluded that the process of changing the concept of the content of education and training is associated with the needs of society, which determine the goals of education; the system of training, subject to the laws of the learning process; time and material constraints. …”
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Improving Accuracy and Calibration of Deep Image Classifiers With Agreement-Driven Dynamic Ensemble by Pedro Conde, Rui L. Lopes, Cristiano Premebida

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