Deep factorization machine model based on attention capsule by Yiran GU, Zhupeng YAO, Haigen YANG

“…Aiming at the problems of single feature combination of recommendation model, resolution of a large amount of valuable feature information, and over-fitting in deep learning, a new attentional scoring mechanism called attention capsule was designed, and a deep factorization machine model based on attention capsule was proposed.Users’ historical clicking and candidate items were processed through weight calculation based on the DeepFM model, reducing the impact of irrelevant features on the model, and the differential impact of different historical behaviors on users’ interests was fully explored.The adaptive regularization formulation was added to the training, which effectively reduced over-fitting without affecting the training speed.The comparison test on two public data sets shows that the proposed model is significantly enhanced in loss function and GAUC compared to other models.…”
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IOT AND THE CLOUD: THE FUTURE OF A DIGITAL SOCIETY by Logica BANICA, Magdalena RADULESCU, Cristian STEFAN

“…The integration of Cloud Computing into Internet-of-Things (IoT) could solving heterogeneity problems with its devices, protocols and technologies. …”
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Testing the Acoustic Silencers by Marek Dariusz PIERCHAŁA

“…Problems associated with designing silencers are presented. …”
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SOCIAL-PSYCHOLOGICAL ADAPTATION IN ORGANIZATIONS OF PERM NETWORK BUSINESS by V. Levchenko, E. Zykovа

“…The article deals with actual problems of workers' adaptation in the conditions of modern network business organizations as one of the elements of the application of a scientific approach for the growth of labor productivity. …”
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Castleman's disease in an adolescent by Ujjwala Singh, Manish S Nayak, Shreya Singh, K Rajgopal Shenoy

“…It can present as localized with local signs and symptoms or disseminated disease which includes a wide range of systemic problems. Our patient is a 15-year-old adolescent female with nonspecific features of abdominal pain, vomiting. …”
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Stakeholders and Their Participation in Foresight Projects by Natalia Veselitskaya, Sergey Shashnov

“…The place and role of various stakeholders in foresight projects are considered, the main problems, opportunities, and recommendations for using the method are assessed, and the features of its application in conjunction with other foresight methods are characterized. …”
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ATA ENCRYPTION USING THE CHAOTIC DYNAMICS IN WIRELESS SENSOR NETWORKS by A. V. Sidorenko, K. S. Mulyarchik

“…The dynamic chaos based encryption algorithm features the advantages (higher level of defense of the information about the routing; better reliability and data carrying capacity) which extend the scope of the cryptographic problems solved. …”
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Ensemble-RNN: A Robust Framework for DDoS Detection in Cloud Environment by Asha Varma Songa, Ganesh Redy Karri

“…This paper proposes an intrusion detection framework using Ensemble feature selection with RNN (ERNN) to tackle the problem at hand. …”
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Model Solutions and Pragmatism in Developing ICT for Public Consultations by Anna Przybylska

“…The software was created in response to problems diagnosed during studies on the quality of public consultations in Poland. …”
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Еthnodemographic factors of terrorist activity development in the Sudan-Sahel region by I. P. Suprunchuk, G. N. Zhirenko, A. A. Savchenko

“…A number of socio-political problems and contradictions that form the current political instability and geostrategic significance of the Sudan-Sahel region have been identified. …”
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Valoriser le patrimoine climatique : la reconversion des sanatoriums de cure antituberculeuse by Philippe Grandvoinnet

“…Most of them were constructed between 1900 and 1950 and share some specific architectural features, associated with the treatment of pulmonary tuberculosis. …”
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Defect Detection in the DR Images of Aluminum and Magnesium Alloy Castings Based on the Improved YOLOv8 Algorithm by Mingfei CHEN, Shuai TIAN

“…Second, the YOLOv8 network structure is improved, and the context anchor attention (CAA) mechanism is introduced to pay more attention to key defect features; the cross-scale feature fusion module (CCFM) is introduced to enhance the expression ability of multi-scale features; the detection head is improved to enhance the detection ability of small targets. …”
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Chronic constipation in Turkish children: clinical findings and applicability of classification criteria by Sema Aydoğdu, Murat Cakir, Hasan Ali Yüksekkaya, Ciğdem Arikan, Gökhan Tümgör, Maşallah Baran, Raşit Vural Yağci

“… We aimed to evaluate general features of children with chronic constipation and classified them according to the Iowa criteria and Rome II criteria in order to analyze applicability of these criteria in our population. …”
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Development of the Japanese Environmental Security Concept by V. I. Danilova

“…Special attention is paid to the study of historic backgrounds and basic features of the Japanese environment preservation and pollution control policy. …”
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Risk Warning Method of Corn Cross-border Supply Chain Based on DBN-MFSVM by GE Zhen-lin

“…In order to solve the above problems, this paper proposed a system risk early warning method of corn cross-border supply chain based on deep belief network and multi-class fuzzy support vector machine. …”
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Evaluating the Concept of Oral Manifestation of Thalassemia Major and Its Dental Consideration: A Report on Two Cases and a Literature Review by Nidhi Yadav, Ajay Parihar, Prashanthi Reddy, Arun D Sharma

“…The case reports presented and evaluated here show distinctive orofacial features, classic radiographic features, and dental considerations in thalassemia major patients. …”
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Cultural heritage as the basis for the harmonious development of a personality in the modern information society by I. A. Dorofeeva

“…The article reveals some features of statehood formation in the Republic of Belarus and the role of culture in this process. …”
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Hierarchical-fuzzy allocation and multi-parameter adjustment prediction for industrial loading optimisation by Zihua Chen, Chuanli Wang, Huawei Jin, Jingzhao Li, Shunxiang Zhang, Qichun Ouyang

“…Second, the LSTM-1 is used to extract the time-series features in the loading process. Third, a two-dimensional and reconstructed matrix integrates comprehensive features with the feature crossover method. …”
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The Preconditions for the Convergence of the National Accounting Systems of Russia and China by Marina Pavlovna Lymar’

“…The path of “club convergence” is proposed, which takes into account the historical, ethical and mental features of the national accounting systems of Russia and China. …”
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Case Report: An adult with NCKAP1-related neurodevelopmental disorder and autism spectrum disorder by Aruna Jain, Elizabeth VanSickle, Lia Zitano, Timothy Moss, Erica Schrader

“…The most common clinical characteristics include ASD, intellectual disability (ID), speech-language problems, repetitive behaviors, and seizures.ConclusionThis case report highlights an adult phenotype of NCKAP1-related NDD with goals to 1.) contribute insight into a rare genetic variant leading to NDD with ASD features and 2.) highlight adult manifestations of NCKAP1-related NDD as a patient in middle adulthood with the condition has not yet been reported.…”
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