Research of modern approaches to training and developing qualification requirements for a pilot/operator of unmanned aircraft system in accordance with the ICAO standards by K. S. Ermakov

“…First, this article outlines the UAS classification considering the ICAO standards as well as unique characteristics. …”
Get full text

Diabetic Retinopathy. Morphofunctional State of the Retina in Pancreas Recipients by I. V. Vorobyeva, L. K. Moshetova, A. V. Pinchuk, E. V. Bulava, K. E. Lazareva, N. S. Zhuravel

Get full text

Towards Transparent AI in Medicine: ECG-Based Arrhythmia Detection with Explainable Deep Learning by Oleksii Kovalchuk, Oleksandr Barmak, Pavlo Radiuk, Liliana Klymenko, Iurii Krak

“…Second, we proposed an arrhythmia classification method utilizing a modified convolutional neural network (CNN) architecture with additional convolutional and batch normalization layers. …”
Get full text

Improving Balanced Accuracy for Minority Plant Species under Data Imbalance by Ruben Gonzalez-Villanueva, Jose Carranza-Rojas

“…Regardless of the widely known success of deep learning in classification, such models are commonly measured by metrics that do not account for data imbalance, especially in terms of predictions per class, ignoring minority classes. …”
Get full text

Reducing overfitting in vehicle recognition by decorrelated sparse representation regularisation by Wanyu Wei, Xinsha Fu, Siqi Ma, Yaqiao Zhu, Ning Lu

Get full text

An effective approach for real-time drowsy driving prediction using quantized fisher-Gabor features and latent-dynamic conditional random fields by Samy Bakheet, Ayoub Al-Hamadi, Abed Alanazi

“…The normalized FGDs are ultimately fed to a Latent Dynamic Conditional Random Field (LDCRF) classification model to predict whether the driver is drowsy/fatigued and a warning signal is thus issued (if required). …”
Get full text

Decoding legal processes: AI-driven system to streamline processing of the criminal records in Moroccan courts by Taoufiq El Moussaoui, Chakir Loqman, Jaouad Boumhidi

“…Furthermore, the creation of these Arabic legal corpora provides valuable resources for enhancing legal document classification and domain-specific NER models in Arabic.…”
Get full text

Utilisation of antibiotics in a community pharmacy: A case from north-west, South Africa by Zanele Nsingo, Varsha Bangalee, Deanne Johnston

“…Background: Antibiotic utilisation is a growing public health issue due to antimicrobial resistance. Community pharmacies are a key access point for antibiotics; thus, an evaluation of dispensing records will provide insights into their use. …”
Get full text

Mapping Wetlands with High-Resolution Planet SuperDove Satellite Imagery: An Assessment of Machine Learning Models Across the Diverse Waterscapes of New Zealand by Md. Saiful Islam Khan, Maria C. Vega-Corredor, Matthew D. Wilson

“…However, each model over-predicts total wetland area at a national level, an issue which was able to be reduced by increasing the classification probability threshold and spatial filtering. (4) Conclusions: The comparative analysis highlights the strengths and trade-offs of RF, XGB, HGB and MLPC models for wetland classification. …”
Get full text

Skill-based employment taxonomy in the global IT industry 5.0 by Jorge Valverde-Rebaza, Jorge Valverde-Rebaza, Fabiana Rodrigues de Góes, Julieta Noguez, Nathalia C. Da Silva

“…While the International Labour Organization (ILO) has introduced the International Standard Classification of Occupations (ISCO) for job classification on a global scale, it lacks the necessary granularity for the rapidly evolving IT landscape.MethodsEfforts to bridge the previous granularity issue often fall short due to country-specific labor market peculiarities. …”
Get full text

The review (typology) of small and medium-sized business in Russia and abroad by K. V. Glukhov, D. A. Smolina

“…In order to resolve controversial issues of classification, some assumptions and possible ways to solve are put forward in the article on the basis of the conducted research that can eliminate gaps in legislation. …”
Get full text

Early PCOS Detection: A Comparative Analysis of Traditional and Ensemble Machine Learning Models With Advanced Feature Selection by Khandaker Mohammad Mohi Uddin, Md. Tofael Ahmed Bhuiyan, Md. Mahbubur Rahman, Md. Manowarul Islam, Md Ashraf Uddin

Get full text

Blood cancer prediction model based on deep learning technique by Amr I. Shehta, Mona Nasr, Alaa El Din M. El Ghazali

Get full text

Advanced Identification of Prosodic Boundaries, Speakers, and Accents Through Multi-Task Audio Pre-Processing and Speech Language Models by Francisco Javier Lima Florido, Gloria Corpas Pastor

“…Speaker diarisation, background noise detection, prosodic boundary detection and accent classification are some of the pre-processing tasks required in these cases. …”
Get full text

China’s cross-border maritime data flow governance: progress, challenges, and prospects by Minna Yu, Liu Wang, Liu Wang

“…It identifies two critical challenges: the conflict between promoting cross-border maritime data transfer and safeguarding national security interests, and the shortcomings in the maritime data classification and grading system. Finally, this paper proposes a multi-faceted approach to address these issues, emphasizing technological innovation, fostering international cooperation to establish unified technical standards, and advancing the legalization of the “national security” concept. …”
Get full text

Design of an Early Prediction Model for Parkinson’s Disease Using Machine Learning by K. Velu, N. Jaisankar

Get full text

Directions of the industrial enterprise management system digitalization based on the artificial intelligence technologies introduction in the context of achieving its sustainable... by Kiseleva, Oksana N., Rodionov, Alexander S.

“…The development of classification features of artificial intelligence is proposed depending on the functions performed and the corresponding participation in the processes of development and implementation of management decisions, which will contribute to improving the efficiency of the industrial enterprises’ management system and “accelerating” their ESG transformation.…”
Get full text

Real-time detection of turmeric adulteration with metanil yellow using a miniaturized NIR sensor and AI techniques by Dimitra Xenitopoulou, Nikolaos L. Tsakiridis, Achilleas Panagiotis Zalidis, George C. Zalidis

“…Its medicinal properties in addressing various health issues have sparked a surge in global demand, raising concerns about the spice industry’s integrity. …”
Get full text

Optimizing Remote Sensing Image Retrieval Through a Hybrid Methodology by Sujata Alegavi, Raghvendra Sedamkar

“…The hybrid retrieval system exhibits substantial improvements in classification accuracy, similarity measurement, and computational efficiency compared to state-of-the-art scene classification and retrieval methods.…”
Get full text

MangiSpectra: A Multivariate Phenological Analysis Framework Leveraging UAV Imagery and LSTM for Tree Health and Yield Estimation in Mango Orchards by Muhammad Munir Afsar, Muhammad Shahid Iqbal, Asim Dilawar Bakhshi, Ejaz Hussain, Javed Iqbal

“…The absence of mango-specific vegetation indices compounds the problem of accurate health classification and yield estimation at the tree level. …”
Get full text