Application of Metaheuristics for Optimizing Predictive Models in iHealth: A Case Study on Hypotension Prediction in Dialysis Patients by Felipe Cisternas-Caneo, María Santamera-Lastras, José Barrera-Garcia, Broderick Crawford, Ricardo Soto, Cristóbal Brante-Aguilera, Alberto Garcés-Jiménez, Diego Rodriguez-Puyol, José Manuel Gómez-Pulido

“…This study examines the application of advanced machine learning techniques, combined with metaheuristic optimization methods, to improve predictive models for intradialytic hypotension (IDH) in hemodialysis patients. …”
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EPI-DynFusion: enhancer-promoter interaction prediction model based on sequence features and dynamic fusion mechanisms by Ao Zhang, Jianhua Jia, Mingwei Sun, Xin Wei

“…Although traditional wet-lab methods provide valuable insights into EPIs, they are often constrained by high costs and limited scalability. As a result, the development of efficient computational models has become essential. …”
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Modeling Worldwide Tree Biodiversity Using Canopy Structure Metrics from Global Ecosystem Dynamics Investigation Data by Jin Xu, Kjirsten Coleman, Volker C. Radeloff, Melissa Songer, Qiongyu Huang

“…We also developed four new canopy indices for our model and determined the optimal extent for aggregating GEDI metrics. …”
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BESW-YOLO: A Lightweight SAR Image Detection Model Based on YOLOv8n for Complex Scenarios by Xiao Tang, Kun Cao, Yunzhi Xia, Enkun Cui, Weining Zhao, Qiong Chen

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Radio Propagation Models Based on Machine Learning Using Geometric Parameters for a Mixed City-River Path by Allan Dos S. Braga, Hugo A. O. Da Cruz, Leslye E. C. Eras, Jasmine P. L. Araujo, Miercio C. A. Neto, Diego K. N. Silva, Gervasio P. S. Cavalcante

“…The NFS is an Adaptive Neuro-Fuzzy Inference System (ANFIS) that uses the model Sugeno. The results obtained compared with the classic literature models (ITU-R 1546 and Okumura-Hata) in the city for distances up 20 km and over the river for distances up 5 km. …”
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Environmental attitudes among Serbian university students by Aida Hanić, Jelena Minović, Slavica Stevanović, Petar Mitić

“…A Chi-square test of independence and a logistic regression model was employed for analysis. The survey results show university students perceive inadequate recycling habits (65%) and limited green spaces (73%) in their cities. …”
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Comparative evaluation of the use of dental plugger with diff erent forms of the working surface in a mathematical model and experiment

“…In a study in the same way the data has been processed we developed a funnel-shaped plugger. According to the results of a mathematical model, conclusions were drawn about the theoretical superiority of our tool over existing analogues. …”
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Global Daily Discharge Estimation Based on Grid Long Short‐Term Memory (LSTM) Model and River Routing by Yuan Yang, Dapeng Feng, Hylke E. Beck, Weiming Hu, Ather Abbas, Agniv Sengupta, Luca Delle Monache, Robert Hartman, Peirong Lin, Chaopeng Shen, Ming Pan

“…Abstract To expand the spatial coverage of the conventional Basin Long Short‐Term Memory (LSTM) model for river discharge estimation beyond pre‐selected individual locations, we developed a discharge modeling scheme, Grid LSTM‐RAPID, to estimate discharge for every river reach worldwide. …”
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Simulated microgravity accurately models long-duration spaceflight effects on bone and skeletal muscle in skeletally immature mice by Michael A. Friedman, Yasmina Zeineddine, Olivier Tuyambaze, Wesam Elhawabri, Ahmed Al Shammary, Louis Stodieck, Virginia L. Ferguson, Henry J. Donahue

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EFFResNet-ViT: A Fusion-Based Convolutional and Vision Transformer Model for Explainable Medical Image Classification by Tahir Hussain, Hayaru Shouno, Abid Hussain, Dostdar Hussain, Muhammad Ismail, Tatheer Hussain Mir, Fang Rong Hsu, Taukir Alam, Shabnur Anonna Akhy

“…The rapid advancement of medical imaging technologies requires the development of advanced, automated, and interpretable diagnostic tools for clinical decision-making. …”
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Urban Road Change Detection using Morphological Processing by Ei Phyu Sin Win

“…As an application area, we use National Aeronautics and Space Administration imagery obtained from 2009-2020 in Monywa, Upper Myanmar to find out how the roads have been developed and how the city has been developed. …”
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Semi-supervised emotion-driven music generation model based on category-dispersed Gaussian Mixture Variational Autoencoders. by Zihao Ning, Xiao Han, Jie Pan

“…Building on this, a semi-supervised model is developed, leveraging a category-dispersed Gaussian mixture variational autoencoder to infer emotions from the latent representations of rhythm and tonal features. …”
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Mathematical model of acceptability to novel colors for color design (Application of the arousal potential theory using free energy) by Yuichiro OHASHI, Hideyoshi YANAGISAWA

“…Applying the model, we developed a suggestion system for novel colors. …”
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Modeling of information support to optimize logistics tasks in transport sector using a programmable container transformer simulator by A. A. Korotkii, D. A. Yakovleva, A. A. Maslennikov, I. V. Golovko

“…The structure of the transport logistics system for the transportation of container transformers in an urbanized environment to optimize production costs with elements of intelligent urban mobility, as well as the simulation software for modeling and testing the developed system, are described. …”
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Design and Implementation of a Reference Model-Based Disturbance Observer for Position Control of Electro-Hydraulic Servo Systems by Lizhen Liu, Meizhen Liu, Lixin Wang, Qiang Li, Nur Syazreen Ahmad

“…The state-space model of the system is first established, followed by the design of an ideal reference model. …”
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Traveling waves in a delayed reaction-diffusion SVIR epidemic model with generalized incidence function and imperfect vaccination by Rassim Darazirar

“…In the model, the spread of infection in space is explicitly taken into account by using a heterogeneous environment; it takes into consideration the delay in immune response and inefficiency in vaccinations. …”
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Model of 2D-imaging system using correlation-based reception for image synthesis of radio light sources by Petrosyan, Manvel Mher, Ryzhov, Anton Igorevich

“…The purpose of this work is to create a model of a system for constructing 2D images of radio light sources, where reception is based on correlation processing of signals coming from receiving antennas placed apart in space. …”
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Enhanced Oil Recovery for ASP Flooding Based on Biorthogonal Spatial-Temporal Wiener Modeling and Iterative Dynamic Programming by Shurong Li, Yulei Ge, Yuhuan Shi

“…In this paper, an iterative dynamic programming (IDP) based on a biorthogonal spatial-temporal Wiener modeling method is developed to solve the enhanced oil recovery for ASP flooding. …”
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Design and Implementation of Low-Complexity Pre-Equalizer for 1.5 GHz VLC System by Runxin Zhang, Jian Xiong, Menghan Li, Lu Lu

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CALCULATION OF HARMFUL SUBSTANCES ACCUMULATION IN THE CLOSE AIRSPACE OF THE TESTS-ROOM MACHINES IN AN EMERGENCY by G.V. BELUSHKINA, Y.I. BULYGIN, D.V. DEUNDYAK

“…The specified technique of forecasting quality condition of the operating space in regular and emergency situations based on the models earlier developed by the authors that describe processes of forming and allocation of emissions from the pollution source is offered.…”
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