Image Segmentation Method With Improved GA Optimization of Two-Dimensional Maximum Entropy by Jin Wang, Yanli Tan, Xiaoning Bo, Guoqin Li

“…Image segmentation is the cornerstone that determines the effectiveness of image processing, but traditional image segmentation methods have issues such as long computation time, low recognition accuracy, and poor anti-interference ability. …”
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Cross-modality fusion with EEG and text for enhanced emotion detection in English writing by Jing Wang, Ci Zhang

“…IntroductionEmotion detection in written text is critical for applications in human-computer interaction, affective computing, and personalized content recommendation. …”
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European Native Oyster Reef Ecosystems Are Universally Collapsed by Philine S. E. zu Ermgassen, Hannah McCormick, Alison Debney, José M. Fariñas‐Franco, Celine Gamble, Chris Gillies, Boze Hancock, Ane T. Laugen, Stéphane Pouvreau, Joanne Preston, William G. Sanderson, Åsa Strand, Ruth H. Thurstan

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Professional competence of the person in the Smart-society by Nina V. Komleva

“…The development of computers and communications creates the preconditions for moving the place of work out of the office space in the digital home. …”
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CULTUROLOGICAL APPROACH AS METHODOLOGICAL BASIS OF MATHEMATICAL EDUCATION by Ye. A. Perminov

“…The most in-demand, significant and obligatory thematic and methodological components of mathematical education are highlighted: mathematical modeling, discrete mathematics and computing processes. The principle of a cultural conformity and a harmonious combination of the culturological and artfundamentals of mathematical education are emphasized as the basic educational principles, the use of which is capable to improve and raise the level of mathematical culture of the Russian society on a new, higher position.The evidence from this study points towards the idea that effective functioning of the system of mathematical education is impossible without the qualified, well prepared staff who are not only professionals in the subject sphere, but also bearers of high pedagogical culture. …”
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Efficient multi‐key fully homomorphic encryption over prime cyclotomic rings with fewer relinearisations by TanPing Zhou, NingBo Li, QiQi Lai, XiaoYuan Yang, YiLiang Han, WenChao Liu

“…The current NTRU‐based MKFHE has the following two drawbacks: One is that the relinearisation process during homomorphic evaluation is so complicated that the corresponding computation time is costly. …”
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Chiller power consumption forecasting for commercial building based on hybrid convolution neural networks-long short-term memory model with barnacles mating optimizer by Mohd Herwan Sulaiman, Zuriani Mustaffa

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Divergent responses of carbon and nitrogen functional genes composition to enhanced rock weathering by Qiong Chen, Daniel S. Goll, Mardin Abdalqadir, Xinjian He, Guochen Li, Boyuan Bi, Tongtong Xu, Chenlu Li, Yanlong Chen, Xiulian Ma, Zhenxin Li, Yunting Fang, Zhanqing Hao, Zuoqiang Yuan

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Multidisciplinary stakeholder engagement in a type 2 diabetes comparative effectiveness study utilizing real-world data by Elizabeth H. Golembiewski, Mindy M. Mickelson, Juan P. Brito, Victor M. Montori, Rozalina G. McCoy

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Analysis of the State and Development of the Economy of the Republic of Uzbekistan in the Conditions of Digitalization and Implementation of Strategic Reforms by B. A. Begalov, I. E. Zhukovskaya, A. A. Mamadzhanov

“…In addition, this study showed that the applied digital solutions, such as digital platforms and digital services specially developed for the field of statistics, artificial intelligence technologies, BIGDATA, cloud computing, business analytical engines, as well as specialized software products, the ability to work with mobile devices and the use of satellite navigation to collect statistical data in the regions of the country make it possible to conduct a multidimensional analysis of business processes of economic objects of the national economy and develop optimal management decisions for the further effective development of industries and spheres of the economy of the Republic of Uzbekistan.Conclusion. …”
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Genome-wide association study (GWAS) provides insights into the genomic basis of reproduction-related traits in Chouardia litardierei (Asparagaceae) by Sara Laura Šarančić, Nikolina Pleić, Damjan Mitić, Krešimir Križanović, Boštjan Surina, Ivan Radosavljević

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Responsible and adaptive robots in care home settings: an implementation framework analysis of a workshop with public and professionals by Andriana Boudouraki, Maria Waheed, Rafael Mestre, Aleksandra Landowska, Athina Georgara, Jayati Deshmukh, Lokesh Singh, Ayodeji O. Abioye, Ayodeji O. Abioye, Nguyen Tan Viet Tuyen, Yi Dong, Yi Dong, Shuang Ao, Dominic Price, Joel Fischer, Aislinn Gomez Bergin

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High accuracy indoor positioning system using Galois field-based cryptography and hybrid deep learning by Mohammad Mazyad Hazzazi, Prashant Kumar Shukla, Piyush Kumar Shukla, Fahad Alblehai, Sameer Nooh, Mohd Asif Shah

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Adsorption isotherms in roasted specialty coffee (Coffea arabica L.): Dataset and statistical tools for optimizing storage conditions and enhancing shelf lifeMendeley Data by Gentil A. Collazos-Escobar, Andrés F. Bahamón-Monje, Nelson Gutiérrez-Guzmán

“…The calibrated models could be used to optimize coffee storage processes and improve the understanding of water sorption behavior in different particle sizes. …”
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Ensemble design for seasonal climate predictions: studying extreme Arctic sea ice lows with a rare event algorithm by J. Sauer, F. Massonnet, G. Zappa, F. Ragone

“…However, the significant computational burden of complex climate models makes it challenging to quantitatively investigate extreme events with probabilities below a few percent. …”
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Decoding memory with explainable AI: A large-scale EEG-based machine learning study of encoding vs. retrieval by Mohammed Tawshif Hossain, Adnan Sami Sarker, Arnab Chowdhury, Rajesh Mitra, Raiyan Rahman, M.R.C. Mahdy

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Bridging the gaps in the global governance of antimicrobial resistance: the UN sustainable development goals and global health security agenda [version 2; peer review: 2 approved] by Soumyo Mukherji, Andrew Hursthouse, Anjali Parasnis, Suparna Mukherji, Fiona Henriquez, Kavita Sachwani, Regina Esiovwa, John Connolly

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A secure routing protocol for improving the energy efficiency in wireless sensor network applications for industrial manufacturing by Edeh Michael Onyema, S. Kanimozhi Suguna, B. Sundaravadivazhagan, Rutvij H. Jhaveri, Ugwuja Nnenna Esther, Edeh Chinecherem Deborah, K. Shantha Kumari

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Application of professional standards for training in methods and technologies of software engineering at the higher education institutions by A. S. Minzov, O. I. Melnikova

“…This training direction emerged in Russia from recommendations of the standard of Computing Curricula: Software Engineering. It is supposed that graduates of this direction will be engaged in the future in development and support of difficult program systems, and therefore during educational process they have to receive broad basis of knowledge and skills to be able to develop software, create projects of development of a software product, as well as program documentation; manage the processes of programs’ life cycle, work in groups and manage team of performers in the process of production of software products. …”
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An ODE based neural network approach for PM2.5 forecasting by Md Khalid Hossen, Yan-Tsung Peng, Asher Shao, Meng Chang Chen

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