Fault Diagnosis of Hot Rolling Equipment Under Uncertain Conditions Based on Cloud Rough Model, Game Theory, and Improved GRA-TOPSIS by Bo Hu, Yongjun Zhang, Fengwei Jing

“…This study proposes a novel fault evaluation framework: first, a cloud rough model is adopted to handle multi-source uncertainties in expert evaluations; second, game theory is used to optimize the combined weights of subjective and objective criteria; finally, an improved Grey Relational Analysis-Technique for Order Preference by Similarity to Ideal Solution (GRA-TOPSIS) method constructs a dual-scale measurement model by fusing grey relational degree and Euclidean distance, effectively reducing the influence of geometric sequence similarity and distance on fault prioritization and enhancing the robustness of ranking results under complex working conditions. …”
Get full text

Application of open domain adaptive models in image annotation and classification. by Sheng Li, Zhousheng Chang, Haizhen Liu

“…It is shown that the method can effectively improve the robustness and generalization ability of the image annotation and classification task in open-set scenarios, and provides a new idea for solving the domain adaptation problem in real scenarios.…”
Get full text

HD-6mAPred: a hybrid deep learning approach for accurate prediction of N6-methyladenine sites in plant species by Huimin Li, Wei Gao, Yi Tang, Xiaotian Guo

“…This study aimed to develop a robust method to address these challenges. Methods We proposed HD-6mAPred, a hybrid deep learning model that combines bidirectional gated recurrent unit (BiGRU), convolutional neural network (CNN) and attention mechanism, along with various DNA sequence coding schemes. …”
Get full text

The biological effect of a combination of platelet lysate and amniotic membrane in buccal epithelium culture by E. V. Chentsova, N. V. Borovkova, P. V. Makarov, D. A. Bozhenko, I. N. Ponomarev, M. V. Storozheva, M. S. Makarov

“…Purpose: To study the biological effect of a combination of platelet lysate and amniotic membrane, preserved by various techniques, on human buccal epithelium culture. Materials and methods. Human amnion transplants were preserved using 3 methods: silicate drying, lyophilization, cryopreservation. …”
Get full text

Multi-Task Learning for Real-Time BSIM-CMG Parameter Extraction of NSFETs With Multiple Structural Variations by Seunghwan Lee, Seungjoon Eom, Jinsu Jeong, Junjong Lee, Sanguk Lee, Hyeok Yun, Yonghwan Ahn, Rock-Hyun Baek

“…To mitigate overfitting due to disparate data sources, such as Monte Carlo simulations for training data and technology computer-aided design (TCAD) simulations or hardware measurements for test data, additive noise was incorporated into the training data. …”
Get full text

Pseudo-class distribution guided multi-view unsupervised domain adaptation for hyperspectral image classification by Jingpeng Gao, Xiangyu Ji, Geng Chen, Yuhang Huang, Fang Ye

“…Unsupervised domain adaptation (UDA) has made great progress in cross-scene hyperspectral image (HSI) classification. Existing methods focus on aligning the distribution of source domain (SD) and target domain (TD). …”
Get full text

Comparative analysis of NTRUEncrypt modified post-quantum cryptographic system and standard RSA cryptosystem by P. V. Razumov, I. A. Smirnov, I. A. Pilipenko, A. V. Selyova, L. V. Cherkesova

“…In addition, the internal memory usage is optimized through reducing the weight of the source program file and the size of the secret key. …”
Get full text

DECISION SUPPORT SYSTEM IN PLANNING INVESTMENT PROJECTS by Viktor Kosenko

“…While developing the method of selecting the optimal variant of the investment project, the types of source information about the project and the organization which will use the finances are involved are determined. …”
Get full text

Spatial structure of metropolitan regions from the perspective of core-periphery division: Taking Guangzhou and Shenzhen metropolitan regions as examples by CHEN Hongsheng, DENG Shuhan, LI Zheng

“…[Methods] Focusing on the Guangzhou Metropolitan Region and Shenzhen Metropolitan Region, this study uses multi-source data (land-use data, remote sensing images) and methods like the coupling coordination degree model to identify primary and secondary core area and classify the latter. …”
Get full text

EVALUASI PELAKSANAAN PROGRAM USAHA KESEHATAN GIGI SEKOLAH (UKGS) DI SEKOLAH DASAR WILAYAH KERJA PUSKESMAS OLAK KEMANG KOTA JAMBI by Evi Nurchafifah, Adelina Fitri, Guspianto Nurchafifah

“…Checking the validity of the data utilized source triangulation techniques and methods. The results of the evaluation of the UKGS program showed that some aspects of the input have not met the standards, which consist of UKGS implementing staff in schools, budget funds, facilities and infrastructure and SOP contributions in schools. …”
Get full text

Federated-Learning-Based Strategy for Enhancing Orbit Prediction of Satellites by Jiayi Tang, Wenxin Li, Qinchen Zhao, Hongmei Chi

“…As the primary public source of satellite trajectory data, the Two-Line Element (TLE) dataset offers fundamental orbital parameters for space missions. …”
Get full text

Evidence-based medicine: 5 steps to navigate uncertainty by Rafael Martín-Masot, Carlos Ochoa Sangrador, Jaime Javier Cuervo Valdés, Carolina Blanco Rodríguez, Paz González Rodríguez, Javier González de Dios, M. Salomé Albi Rodríguez, Pilar Aizpurua Galdeano, María Aparicio Rodrigo, Nieves Balado Insunza, Albert Balaguer Santamaría, Fernando Carvajal Encina, Eduardo Cuestas Montañes, M. Jesús Esparza Olcina, Sergio Flores Villar, Garazi Frailea Astorga, M. Victoria Martínez Rubio, Manuel Molina Arias, Eduardo Ortega Páez, Begoña Pérez-Moneo Agapito, M. José Rivero Martín, Álvaro Gimeno Díaz de Atauri, Laura Cabrera Morente, Elena Pérez González, Juan Ruiz-Canela Cáceres

“…Subsequently, to avoid information overload, it is essential to manage the abundance of data by prioritizing high-quality sources and adopting strategies that can yield quick and reliable answers. …”
Get full text

Is Childhood IgA Nephropathy Different From Adult IgA Nephropathy? A Narrative Review by Areefa Alladin-Karan, Susan M. Samuel, Andrew W. Wade, Pietro Ravani, Silviu Grisaru, Ngan N. Lam, Kathryn A. Birnie, Robert R. Quinn

“…Adults were more likely to be optimized with renin-angiotensin system inhibitors (87-94% vs 49-75%). …”
Get full text

Anchoring of 2D layered materials of Ge5Si5O20 for (Li/Na/K)-(Rb/Cs) batteries towards Eco-friendly energy storage by Fatemeh Mollaamin

“…In this research, hydrogen energy sources on functionalized 2D materials by metals have been shown as promising alternatives for clean energy systems. …”
Get full text

Numerical simulation and experimental study of the temperature field of AlCoCrFeNi2.1 by selective laser melting by Congcong YUE, Ruixiang ZHANG, Wanting SUN, Dongzhou JIA, Ying FU, Xiangqing KONG

“…Numerical simulation methods offer a more effective, economical, and accurate alternative by reducing the need for experiments. …”
Get full text

Impact of extraction techniques and processing conditions on pectin and antioxidant recovery from mango peels by Margaret James, Samuel Imathiu, Søren B. Engelsen, Willis Owino

“…Pectin yield was highest for the CAE method (21.5%; optimal conditions: pH 1.5, 80 °C, 1 h), followed by MAE (19%; pH 1.5, 900 W, 6 min) and UAE (8%; pH 1.5, 40 kHz, 30 min). …”
Get full text

Weak peak identification of gamma spectrum based on singular value decomposition by CHEN Feng, ZHOU Jianbin, LIU Yi

“…Finally, the γ spectrum of the radioactive source 152Eu was used as the experimental object, the peak finding performance of proposed method was compared with that of first-order derivative peak finding, symmetric zero-area peak finding, and singular value decomposition peak finding.ResultsComparison result show that the bidirectional circular matrix SVD peaking method has higher recall rate, precision rate, and F1 value, achieving 100%, 87% and 0.94, respectively.ConclusionsThe approach of this study can optimize weak peak detection and offer additional options for peak finding methods.…”
Get full text

Phytochemical Insights and Therapeutic Potential of <i>Chamaenerion angustifolium</i> and <i>Chamaenerion latifolium</i> by Akmaral Kozhantayeva, Zhanar Iskakova, Manshuk Ibrayeva, Ardak Sapiyeva, Moldir Arkharbekova, Yerbolat Tashenov

“…Future studies should focus on optimizing extraction methods, elucidating synergistic bioactivities, and conducting in-depth clinical trials to validate their efficacy and safety.…”
Get full text

Applications of machine learning in gravitational-wave research with current interferometric detectors by Elena Cuoco, Marco Cavaglià, Ik Siong Heng, David Keitel, Christopher Messenger

“…In data analysis, machine learning has already been applied as an alternative to traditional methods for signal detection, source localization, noise reduction, and parameter estimation. …”
Get full text

Translatological features of online publications on evaluating the BTL technologies effectiveness in the aspect of marketing communications by E. V. Pivanova

“…Linguistic methods of the study included definition method to clarify the content of basic concepts; comparative analysis method to compare the terminological systems of the Russian and English languages; linguistic analysis to determine the parameters of a scientific text; translatological analysis to identify ways to translate units of the source text, comparative analysis and a method of generalization and induction to highlight marketing aspects of evaluating the effectiveness of BTL technologies. …”
Get full text