REVIEW OF METHODS AND ALGORITHMS USED IN ARTIFICIAL INTELLIGENCE SYSTEMS TO SUPPORT MEDICAL DECISION-MAKING IN INSTRUMENTAL DIAGNOSTICS IN DENTISTRY by A.O. Mokhova, S.M. Gerashchenko

The effect of instructional design models and methods on motivation and achievement of learners with attention deficit hyperactivity disorder (ADHD) by H Zare, H Maleki, A Rastgar, F Yari, M ghasemzadeh

“…There is little knowledge about the effectiveness of educational interventions on improvement of patients’ academic performance. Materials and methods: Totally, 45 samples in a targeted manner, with considering the factors of research and obtaining consent for study participation, were placed in three relatively homogenous groups of fifteen individuals (traditional education, e-learning, and combined training group). …”
Get full text

Estimation of Ca2+ wet deposition in the Northern Hemisphere by use of CNN deep-learning model by Wanying Chen, Xingcheng Lu, Chaofan Xian, Xu Sun, Yiang Chen, Mingyun Hu, Geng Li, Jimmy C.H. Fung

Subjects: Get full text

A Comparison of Global Sensitivity Analysis Methods for Explainable AI With an Application in Genomic Prediction by Bas Van Stein, Elena Raponi, Zahra Sadeghi, Niek Bouman, Roeland C. H. J. Van Ham, Thomas Back

“…Global sensitivity analysis (GSA) methods play an important role in XAI, as they can provide an understanding of which (groups of) parameters have high influence in the predictions of machine learning models and the output of simulators and real-world processes. …”
Get full text

Automatic morphology phenotyping of tetra- and hexaploid wheat spike using computer vision methods by A. Yu. Pronozin, A. A. Paulish, E. A. Zavarzin, A. Yu. Prikhodko, N. M. Prokhoshin, Yu. V. Kruchinina, N. P. Goncharov, E. G. Komyshev, M. A. Genaev

Get full text

Traffic signal optimization control method based on attention mechanism updated weights double deep Q network by Huizhen Zhang, Zhenwei Fang, Youqing Chen, Haotian Dai, Qi Jiang, Xinyan Zeng

“…The experimental results show that the method proposed in this paper has the most significant final convergence effect for the same number of iterations, and has better performance in the evaluation indexes such as vehicle queue length and vehicle delay time.…”
Get full text

Development novice teachers’ higher-order thinking skills through online problem-based learning platform: A mixed methods experimental research by Pongwat Fongkanta, Fisik Sean Buakanok

“…The research involved 57 novice teachers participating in the research for learning development courses. The mixed method experimental design was employed in this study. …”
Get full text

OVERVIEW OF METHODS FOR IMPROVING THE VISUAL QUALITY OF IMAGES AND VIDEOS IN ADVERSE WEATHER CONDITIONS by P. A. Lyakhov, A. S. Ionisyan, V. V. Liutova, A. R. Orazaev

“…Learning-based methods are applicable to both static weather conditions (fog, haze, haze) and dynamic ones (snow, rain, hail), which makes them more versatile for solving this problem.…”
Get full text

Lithological Classification Using ZY1-02D Hyperspectral Data by Means of Machine Learning and Deep Learning Methods in the Kohat–Pothohar Plateau, Khyber Pakhtunkhwa, Pakistan by Waqar Ahmad, Lei Liu, Zhenhua Guo, Yasir Shaheen Khalil, Nazir Ul Islam, Fakhrul Islam

“…In this study, ZY1-02D hyperspectral image (HSI) data with moderate spectral and very high spatial resolution were employed for lithological mapping using spectral indices along with support vector machine (SVM) machine learning and spatial–spectral transformer (SSTF) deep learning methods in the Kohat–Pothohar Plateau at the eastern edge of the Main Boundary Thrust (MBT) in Pakistan. …”
Get full text

Employing sentinel-2 time-series and noisy data quality control enhance crop classification in arid environments: A comparison of machine learning and deep learning methods by Zahra Mohammadi Mobarakeh, Saeid Pourmanafi, Mohsen Ahmadi

“…For crop classification, we used four machine learning and deep learning methods including Extreme Gradient Boosting (XGBoost), Random Forest (RF), Support Vector Machine (SVM), and Temporal Convolutional Neural Network (TCNN), and compared their results before and after quality control measures. …”
Get full text

FORMATION OF THE AXIOLOGICAL SPACE OF PERSONALITY IN THE PROCESS OF LEARNING THE UKRAINIAN LANGUAGE by Oleksandra Glazova, Natalia Dyka

An Author Gender Detection Method Using Whale Optimization Algorithm and Artificial Neural Network by Fatemeh Safara, Amin Salih Mohammed, Moayad Yousif Potrus, Saqib Ali, Quan Thanh Tho, Alireza Souri, Fereshteh Janenia, Mehdi Hosseinzadeh

“…Through this combination of ANN and WOA an accuracy of 98%, precision of 97.16%, and recall of 99.67% were achieved, which indicates the superiority of the proposed method on Bayesian networks, regression, decision tree, support vector machine, and ANN examined.…”
Get full text

Automatic Potato Crop Beetle Recognition Method Based on Multiscale Asymmetric Convolution Blocks by Jingjun Cao, Xiaoqing Xian, Minghui Qiu, Xin Li, Yajie Wei, Wanxue Liu, Guifen Zhang, Lihua Jiang

Get full text

Neural network technologies for forecasting and controlling electricity consumption in energy systems by the genetic method by Nikolay K. Poluyanovich, Oleg V. Kachelaev, Marina N. Dubyago, Talia Hernandez Falcón

“…We consider the task of improving the accuracy of short-term forecasting of electricity consumption using deep machine learning methods. The novelty of the work lies in the use of a developed genetic algorithm to select hyperparameters of a neural network that affect the quality of its work, but are not determined in the learning process. …”
Get full text

Mixed signal modulation recognition method based on temporal depth residual shrinkage network by LIU Jinghua, WEI Xianglin, FAN Jianhua, HU Yongyang, WANG Xiaobo, YU Bing

“…Deep learning-based automatic signal modulation recognition has generally outperformed traditional methods in terms of classification accuracy and transferability, garnering widespread attention. …”
Get full text

4KSecure: A Universal Method for Active Manipulation Detection in Images of Any Resolution by Paweł Duszejko, Zbigniew Piotrowski

Get full text

A Dehazing Method for UAV Remote Sensing Based on Global and Local Feature Collaboration by Chenyang Li, Suiping Zhou, Ting Wu, Jiaqi Shi, Feng Guo

Get full text

Breast mass lesion area detection method based on an improved YOLOv8 model by Yihua Lan, Yingjie Lv, Jiashu Xu, Yingqi Zhang, Yanhong Zhang

Get full text

A novel method for estimating avian roost sizes using passive acoustic recordings by Malcolm C. K. Soh, Mandar A. Chitre, Matthias Hoffmann‐Kuhnt, Benjamin P. Y.‐H. Lee, Kenneth B. H. Er

“…Additionally, we validated our method using automated visual analysis with a dual‐camera setup and manual bird counts. …”
Get full text

CoroYOLO: a novel colorectal cancer detection method based on the Mamba framework by Wenfei Chen, Fengrui Hou, Yika Shen

Get full text