Artificial neural networks for predicting first-lactation 305-day milk yield in crossbred cattle by SM Usman, A Kumar, A Sherasiya, IM Youssef, MM Abo Ghanima, J Chandrakar, R Tiwari, NP Singh, QS Sahib, T Dutt, AA Swelum

“…The ANN was trained using a backpropagation algorithm based on Bayesian regularisation, and the algorithm was tested using four sets of training and test data at ratios of 66.67:33.33, 75:25, 80:20, and 90:10. …”
Get full text

SOFT TISSUE RECONSTRUCTION IN PATIENTS WITH SEVERE OPEN TIBIA FRACTURES by E. Y. Shibaev, P. A. Ivanov, A. P. Vlasov, D. A. Kisel, M. P. Lasarev, A. V. Nevedrov, L. L. Tsoglin

Get full text

Malignant melanoma of the conjunctiva metastatic to the parotid gland: a case report by Marta Rogalska, Pawel Scierski, Marta Gamrot-Wrzol, Maciej Misiolek, Wojciech Scierski

“…The high potential for regional and distant metastasis in individuals with conjunctival malignant melanoma underscores the significance of ongoing research to enhance the understanding of its biological behavior and develop a standardized algorithm for its management and surveillance.…”
Get full text

Priority Development Subject Areas of Global Medical Science by K. Yu. Tarkhov

“…The data obtained during the study confirm the strong thematic correlation between publications in certain subject areas. The algorithm described in the paper can be further adopted on local, organizational, regional, and national levels, i. e. in organizations, cities, and countries. …”
Get full text

Well logging super-resolution based on fractal interpolation enhanced by BiLSTM-AMPSO by Jian Han, Yu Deng, Bing Zheng, Zhimin Cao

Get full text

Inversion Method of Logging Data by Array Temperature Difference Flow Tool for Horizontal Wells in Tight Oil Reservoirs by CHEN Qiang, CHEN Meng, YUAN Chao, CHEN Tao, CHEN Wenhui, LIU Guoquan

Get full text

Boundary delineation and stability assessment of post-inrush water-immersed coal pillars based on integrated microseismic monitoring and field analysis by Yugeng Zhang, Heng Zhang, Hongwei Lian, Zhilong He, Wenhao Cao, Caijun Shao, Junqi Wei

“…Abstract The stability of flooded coal pillars has long been a challenging issue in coal pillar research, especially during the recovery of production after water inrush disasters. …”
Get full text

Harnessing dual variational autoencoders to decode microbe roles in diseases for traditional medicine discovery by Qing Ye, Yaxin Sun, Yaxin Sun, Yaxin Sun

Get full text

Analysis of closed and open numerical systems of geochemical data in spatial statistics environment in order to separate anomalous areas by Mirmahdi Seyedrahimi-Niaraq, Hossein Mahdiyanfar

“…This method models the geochemical open or log-transformed data by the U-spatial statistics algorithm and has been used for the first time in this paper. …”
Get full text

A Low-Cost pH Sensor for Real-Time Monitoring of Aquaculture Systems in a Multi-Layer Wireless Sensor Network by Binta Mohammed Adib Zeta, Sifat U. Alam, Gazi M. A. Ehsan Ur Rahman, Khawza Iftekhar Uddin Ahmed

“…The available pH sensors using chemical references are not suitable for continuous in situ monitoring of aquaculture systems due to their frequent calibration requirement and high cost. This research develops a pH sensor with temperature compensation implementing a machine learning (ML) algorithm. …”
Get full text

APPLICATION OF DBSCAN FOR CLUSTERING SOCIETY BASED ON WASTE MANAGEMENT BEHAVIOR by Hafizh Syihabuddin Al Jauhar, Solimun Solimun, Rahma Fitriani

“…As a solution, the Density-Based Spatial Clustering of Applications with Noise (DBSCAN) algorithm is applied, which allows the clustering of objects based on local density and detects the presence of noise or outliers in the data. …”
Get full text

Evaluation of Lightning Prediction by an Electrification and Discharge Model in Long-Term Forecasting Experiments by Liangtao Xu, Shuang Chen, Wen Yao

“…Over nearly three rainy seasons of lightning activity in North China, numerical prediction experiments were carried out using the Weather Research and Forecasting model coupled with electrification and discharge schemes (WRF-Electric). …”
Get full text

Electric Vehicle Routing with Time Windows and Charging Stations from the Perspective of Customer Satisfaction by Yasin Ünal, İnci Sarıçiçek, Sinem Bozkurt Keser, Ahmet Yazıcı

Get full text

Optimal Coverage Path Planning for Unmanned Surface Vehicles Using Flexible Formation Tracking Control by Minsung Park, Bo Woo Nam

“…The proposed method first divided the irregular target area into convex sub-regions using a convex decomposition, and the optimal visiting sequence was determined using a traveling salesman problem (TSP) approach with a genetic algorithm. Traditional back-and-forth search paths were then used for local coverage. …”
Get full text

Identification and land-Environment analysis of centralized photovoltaic stations in the arid northwest region of China by Yiyang Chen, Li Zhang, Min Yan, Yin Wu, Yuqi Dong, Wei Shao, Qinglan Zhang

Get full text

Multiple objectives escaping bird search optimization and its application in stock market prediction based on transformer model by Dedai Wei, Zimo Wang, Minyu Qiu, Juntao Yu, Jiaquan Yu, Yurun Jin, Xinye Sha, Kaichen Ouyang

“…Despite the availability of various forecasting methods, such as CNN, LSTM, BiLSTM, GRU, and Transformer, the hyperparameter optimization of these models often faces limitations, particularly in single-objective optimization, where they can easily fall into local optima. To address this issue, this paper proposes an innovative multi-objective optimization algorithm—the Multi-Objective Escape Bird Algorithm (MOEBS)—and introduces the MOEBS-Transformer architecture to enhance the efficiency and effectiveness of hyper-parameter optimization for Transformer models. …”
Get full text

Residential Building Renovation Considering Energy, Carbon Emissions, and Cost: An Approach Integrating Machine Learning and Evolutionary Generation by Rudai Shan, Wanyu Lai, Huan Tang, Xiangyu Leng, Wei Gu

“…Compared to local ultra-low-energy building standards, the optimal solutions resulted in a 2.60% reduction in carbon emissions and a 15.85% decrease in life-cycle costs. …”
Get full text

Geo-Information Modeling for Determining the Movement of Human Capital by R. V. Fattakhov, P. V. Stroev, M. M. Nizamutdinov, O. V. Pivovarova, M. I. Akhmetzyanova

“…The relevance of the study is because of the uneven distribution of human capital, the high rate of its migration from underdeveloped regions and municipalities, and the insufficient effectiveness of the policy pursued by regional authorities and local self-government. The purpose of the research is to develop a GIS monitoring of the socio-economic attractiveness of municipalities to determine the movement of human capital. …”
Get full text

Protocol for interpretable and context-specific single-cell-informed deconvolution of bulk RNA-seq data by Daniele Malpetti, Francesca Mangili, Marco Bolis, Anna Rinaldi, David Legouis, Lorenzo Ruinelli, Pietro Cippà, Laura Azzimonti

Get full text

Modeling the Distribution and Richness of Mammalian Species in the Nyerere National Park, Tanzania by Goodluck Massawe, Enrique Casas, Wilfred Marealle, Richard Lyamuya, Tiwonge I. Mzumara, Willard Mbewe, Manuel Arbelo

“…Understanding the geographic distribution of mammal species is essential for informed conservation planning, maintaining local ecosystem stability, and addressing research gaps, particularly in data-deficient regions. …”
Get full text