NOVA: A Retrieval-Augmented Generation Assistant in Spanish for Parallel Computing Education with Large Language Models by Gabriel A. León-Paredes, Luis A. Alba-Narváez, Kelly D. Paltin-Guzmán

“…Its core functionalities include the automatic generation of questions and answers, quizzes, and practical guides, all tailored to promote autonomous learning. …”
Get full text

Hybrid Fuzzy–DDPG Approach for Efficient MPPT in Partially Shaded Photovoltaic Panels by Diana Ortiz-Munoz, David Luviano-Cruz, Luis A. Perez-Dominguez, Alma G. Rodriguez-Ramirez, Francesco Garcia-Luna

“…The method integrates fuzzy membership functions into the actor–critic structure, improving state representation and convergence speed. …”
Get full text

Histogram-based gradient boosting machine with SHAP-driven interpretability for predicting intensity of urban heat Island effect by Nhat-Duc Hoang

“…Histogram-Based Gradient Boosting Machine (HBGBM), a state-of-the-art machine learning approach, is used to generalize a functional relationship between LST and the influencing factors. …”
Get full text

Deploying UAV-based detection of bridge structural deterioration with pilgrimage walk optimization-lite for computer vision by Jui-Sheng Chou, Chi-Yun Liu, Pin-Jun Guo

“…Bridges are crucial components of national infrastructure, requiring rigorous maintenance and inspections to ensure their safety and functionality. Inspections are incredibly challenging and costly when accessing elevated bridge decks and substructures, particularly over riverbeds. …”
Get full text

Artificial Intelligence Model Assists Knee Osteoarthritis Diagnosis via Determination of K-L Grade by Joo Chan Choi, Min Young Jeong, Young Jae Kim, Kwang Gi Kim

“…<b>Background:</b> Knee osteoarthritis (KOA) affects 37% of individuals aged ≥ 60 years in the national health survey, causing pain, discomfort, and reduced functional independence. <b>Methods:</b> This study aims to automate the assessment of KOA severity by training deep learning models using the Kellgren–Lawrence grading system (class 0~4). …”
Get full text

GuidedBox: a segmentation-guided box teacher-student approach for weakly supervised road segmentation by Teerapong Panboonyuen, Chaiyut Charoenphon, Chalermchon Satirapod

“…Additionally, we introduce noise-aware pixel loss and noise-reduced affinity loss functions to optimize the student model with pseudo masks dynamically. …”
Get full text

QUANTUM INFORMATICS: OVERVIEW OF THE MAIN ACHIEVEMENTS by A. Sigov, E. Andrianova, D. Zhukov, S. Zykov, I. E. Tarasov

“…Despite the fact that today there is no information on the creation of a physical implementation of a quantum computer comparable in functionality to a classical digital computer, the development of quantum algorithms is one of the popular areas of research. …”
Get full text

Construção e Validação de um Modelo de Competências Digitais para alunos da Educação a Distância no Brasil: MCompDigEAD / Construction and Validation of a Model of Digital Competen... by Ketia Kellen Araújo da Silva, Patricia Alejandra Behar, Teresa Romeu-Fontanillas, Montse Guitert-Catasús

“…MCompDigEAD is a model for the purpose of orienting and assisting learning processes in DE, serving as a reference for different institutions in educational contexts at a distance.…”

End-to-End Multi-Speaker FastSpeech2 With Hierarchical Decoder by Majid Adibian, Hossein Zeinali

Get full text

SWRD–YOLO: A Lightweight Instance Segmentation Model for Estimating Rice Lodging Degree in UAV Remote Sensing Images with Real-Time Edge Deployment by Chunyou Guo, Feng Tan

Get full text

An Improved Human Evolution Optimization Algorithm for Unmanned Aerial Vehicle 3D Trajectory Planning by Xue Wang, Shiyuan Zhou, Zijia Wang, Xiaoyun Xia, Yaolong Duan

“…First, a mathematical model is used to construct a three-dimensional terrain environment, and a multi-constraint path cost model is established, framing path planning as a multidimensional function optimization problem. Second, recognizing the sensitivity of population diversity to Logistic Chaotic Mapping in a traditional Human Evolution Optimization Algorithm (HEOA), an opposition-based learning strategy is employed to uniformly initialize the population distribution, thereby enhancing the algorithm’s global optimization capability. …”
Get full text

A robust adaptive meta-sample generation method for few-shot time series prediction by Chao Zhang, Defu Jiang, Kanghui Jiang, Jialin Yang, Yan Han, Ling Zhu, Libo Tao

“…Moreover, the meta sampler of JLSG-Diffusion embeds meta-learning from the implicit probability measure level of Denoising Diffusion Probabilistic Models (DDPM), which makes the meta-sample distribution directly establish a function mapping with the new task and effectively quantifies the uncertainty of spatiotemporal dimension. …”
Get full text

AI-Driven Optimization Framework for Smart EV Charging Systems Integrated with Solar PV and BESS in High-Density Residential Environments by Md Tanjil Sarker, Marran Al Qwaid, Siow Jat Shern, Gobbi Ramasamy

“…This study proposes a hybrid AI-based framework for optimizing residential EV charging systems through the integration of Reinforcement Learning (RL), Linear Programming (LP), and real-time grid-aware scheduling. …”
Get full text

Development of the mechanism of intellectual management of “student-lecturer” relations in the space of virtual education with the use of neural networks by Guseyn Alekper ogly Gasymov

“…At the end of the paper, the method side for the distance learning process is useful.…”
Get full text

SegNeXt-RCMSCA: An improved SegNeXt network for detecting winter wheat lodging from UAS RGB images by Yahui Guo, Wei Zhou, Yongshuo H Fu, Fanghua Hao, Xuan Zhang, Le Xu, Ji Liu, Yuhong He

“…Advances in Unmanned Aerial System (UAS) remote sensing and deep learning techniques provide new tools for detecting winter wheat lodging. …”
Get full text

Model of the Interactive Educational Environment at the University by A. V. Vasilieva

“…The purpose of the article is to develop a comprehensive model of an interactive educational environment at the university that allows to create and develop conditions for the effective interactive learning system functioning and development and, in general, for the formation of a creative future specialist personality capable for further self-learning and self-improvement throughout life. …”
Get full text

Higher Entrepreneurship Education: Guidelines for the Formation and Mitigation of Restrictions by Yu. B. Rubin, D. P. Mozhzhukhin

“…The publication focuses on the guidelines for the formation of entrepreneurship education as an important direction in the space of Russian higher education. Based on the functional map of entrepreneurship as a special type of professional activity and the allocation of groups of professional entrepreneurial functions, the article substantiates the appropriateness of including professional entrepreneurship competencies in educational programs on entrepreneurship. …”
Get full text

Neural operators for hydrodynamic modeling of underground gas storage facilities by D. D. Sirota, K. A. Gushchin, S. A. Khan, S. L. Kostikov, K. A. Butov

“…Much of the research in deep learning has focused on studying mappings between finite-dimensional spaces. …”
Get full text

SOCIOLOGY OF KNOWLEDGE SECURITY IN THE DIGITAL EDUCATIONAL SPACE by M. Yu. Zakharov, I. E. Starovoytova, A. V. Shishkova

“…The article deals with the spread of digital technologies in education and digital learning as a special stage of digital socialization, changing the social roles of the teacher and student. …”
Get full text

Panchromatic and Hyperspectral Image Fusion Using Ratio Residual Attention Networks by Fengxiang Xu, Nan Zhang, Zhenxiang Chen, Peiran Peng, Tingfa Xu

Get full text