Multi-Agent Meta Reinforcement Learning for Reliable and Low-Latency Distributed Inference in Resource-Constrained UAV Swarms by Marwan Dhuheir, Aiman Erbad, Bechir Hamdaoui, Samir Brahim Belhaouari, Mohsen Guizani, Thang X. Vu

“…A key requirement in these applications is minimizing the latency of data processing, particularly for time-sensitive tasks like image classification of IIoT device data. Due to resource limitations, UAVs often rely on online task offloading to remote machines, but this can be inefficient due to unstable connections, constrained resources, and high latency. …”
Get full text

CREATIVE CORE WITHIN THE SCIENTIFIC RESEARCH OF EDUCATIONAL PROBLEMS by Vladimir I. Zagvyazinsky, Alfia F. Zakirova

“…The authors continue to explore the issue of practical methodology of research studies (Education and Science No 8, 2014). …”
Get full text

Natural bio-based products for wood coating and protection against degradation: A Review by Carmen-Alice Teacă, Dan Roşu, Fănică Mustaţă, Teodora Rusu, Liliana Roşu, Irina Roşca, Cristian-Dragoş Varganici

“…The present paper focuses on the most recent literature data with significant assessment of specific topics related to these issues.…”
Get full text

VRU Safety at Road Intersections: An Ontology-Driven Digital Twin by Victor M. G. Martinez, Salim S. Mussi, Moises R. N. Ribeiro, Divanilson R. Campelo, Tereza C. Carvalho

“…It specifies the information classification, content to be modeled, and modeling methodology. …”
Get full text

Set-Word Embeddings and Semantic Indices: A New Contextual Model for Empirical Language Analysis by Pedro Fernández de Córdoba, Carlos A. Reyes Pérez, Claudia Sánchez Arnau, Enrique A. Sánchez Pérez

“…Since we adopt an empirical point of view for the semantic issues, we also provide the keys for the interpretation of the results using probabilistic arguments (to facilitate the subsequent integration of the model into Bayesian frameworks for the construction of inductive tools), as well as in fuzzy set-theoretic terms. …”
Get full text

A Machine–Learning Approach Reveals That Bacterial Spore Levels in Organic Bulk Tank Milk are Dependent on Farm Characteristics and Meteorological Factors by Chenhao Qian, Renee T. Lee, Rachel L. Weachock, Martin Wiedmann, Nicole H. Martin

“…Bacterial spores in raw milk can lead to quality issues in milk and milk-derived products. As these spores originate from farm environments, it is important to understand the contributions of farm-level factors to spore levels. …”
Get full text

Evaluation and treatment of compulsive sexual behavior: current limitations and potential strategies by Lu Zhu, Lu Zhu, Wenwen Ma, Wenwen Ma, Rongqiu Zhang, Chao Wang, Bing Song, Bing Song, Yunxia Cao, Yunxia Cao, Guanjian Li, Guanjian Li

“…AimDespite having been introduced into ICD-11, the appropriate classification and symptomatology of compulsive sexual behavior disorder (CSBD) remain controversial.MethodsIn this review, we examined the historical background, epidemiological status quo, comorbidities, neuroscience theories, current diagnoses, and treatment recommendations for CSBD. …”
Get full text

Transition of Universities to Distance Mode During the Pandemic: Problems and Possible Risks by D. A. Shtykhno, L. V. Konstantinova, N. N. Gagiev

“…Secondary analysis and interpretation of the results of sociological surveys, systematization and classification of theoretical and factual materials were used, analysis of management practices and experience of universities in the conditions of extreme transition to remote mode, including in comparison with foreign universities.Results. …”
Get full text

Time-Series Large Language Models: A Systematic Review of State-of-the-Art by Shamsu Abdullahi, Kamaluddeen Usman Danyaro, Abubakar Zakari, Izzatdin Abdul Aziz, Noor Amila Wan Abdullah Zawawi, Shamsuddeen Adamu

“…Forecasting dominates the identified tasks with 79.66% of the selected studies, while classification and anomaly detection remain underexplored. …”
Get full text

Machine learning-based coalbed methane well production prediction and fracturing parameter optimization by HU Qiujia, LIU Chunchun, ZHANG Jianguo, CUI Xinrui, WANG Qian, WANG Qi, LI Jun, HE Shan

“…The PSO-optimized fracturing parameters significantly improved the productivity classification and overall productivity levels of the gas wells. …”
Get full text

The untapped potential of camera traps for farmland biodiversity monitoring: current practice and outstanding agroecological questions by Stephanie Roilo, Tim R. Hofmeester, Magali Frauendorf, Anna Widén, Anna F. Cord

“…The main research topics addressed management or (avian) conservation issues, such as monitoring wildlife‐livestock interactions, nest predation, and the use of feeders and water troughs. …”
Get full text

Spatiotemporal prediction of alpine wetlands under multi-climate scenarios in the west of Sichuan, China by Haijun Wang, Xiangdong Kong, Onanong Phewnil, Ji Luo, Pengju Li, Xiyong Chen, Tianhui Xie

“…These wetlands are already experiencing severe ecological and environmental issues, such as drought, retrogressive succession, and desertification. …”
Get full text

Gray Brick Wall Surface Damage Detection of Traditional Chinese Buildings in Macau: Damage Quantification and Thermodynamic Analysis Method via YOLOv8 Technology by Liang Zheng, Jianyi Zheng, Yile Chen, Yuchan Zheng, Wei Lao, Shuaipeng Chen

“…The historical Lingnan gray brick buildings in Macau, a World Heritage Site, are facing severe deterioration due to prolonged disrepair, manifesting as cracks, breakages, moss adhesion, and other types of surface damage. These issues threaten not only the structural stability of the buildings but also the conservation of cultural heritage. …”
Get full text

Exponential Global Health Hazards of Pharmaceutical Pollution and Its Preventive Measures: A Comprehensive Review by Renu Tushir, Sanjita Das, Ajesh Chauhan, Saurav Gurjar, Lakshay Bhanwala, Sneha Patnaik, Anushka Jain

“…To overcome the pharmaceutical pollution issues, functions, categories of wastes, and strategies to resolve were elaborated. …”
Get full text

Identification of Factors Causing Land Cover Change in the Cikapundung Watershed by A. B. Harto, A. B. Harto, R. Virtriana, R. Virtriana, R. J. Kusuma, I. K. C. Reynaldi, A. Q. Karima, A. A. Kuntoro

“…Land cover change (LCC) is one of the most important global environmental issues in this modern era. Land cover change that occurs at local scales can impact global ecosystems due to cascading effects. …”
Get full text

Vision Sensor for Automatic Recognition of Human Activities via Hybrid Features and Multi-Class Support Vector Machine by Saleha Kamal, Haifa F. Alhasson, Mohammed Alnusayri, Mohammed Alatiyyah, Hanan Aljuaid, Ahmad Jalal, Hui Liu

“…The experimental findings show that our model outperforms others in terms of classification, accuracy, and generalization, indicating its efficient analysis on benchmark datasets. …”
Get full text

Pothole detection and segmentation in the Bushveld Complex using physics-based data augmentation and deep learning by Glen T. Nwaila, Musa S.D. Manzi, Emmanuel John M. Carranza, Raymond J. Durrheim, Hartwig E. Frimmel

“…We demonstrate that a self-reinforcing feedback loop of knowledge-driven data engineering and deep learning has the potential to overcome data quality issues in supervised tasks of seismic data analysis. …”
Get full text

Metagenomic analysis post thermal stress in buffalo sludge and tomato pomace anaerobic digestion: a case study by Maria Chiara La Mantia

“…Buffalo farming represents a relevant sector within Italian agriculture, and one of its main issues is manure management. Both economic activities generate a substantial amount of waste (buffalo sludge - BS and tomato pomace – TP, peels plus seeds) that can significantly impact the disposal costs and, hence, their economic and environmental sustainability. …”
Get full text

Outcomes of surgical management for temporomandibular joint ankylosis and pseudoankylosis: a retrospective report of 26 cases by Kristin Kocsis, Stephanie Goldschmidt, Graham Paul Thatcher, Charles Lothamer, Lisa Alexandra Mestrinho, Lisa Alexandra Mestrinho

“…Surgical treatment outcomes were categorized with a proposed improvement score classification system based on the percent range of motion (ROM) improvement, requirement for revision surgery, and presence of transiente or permanent complications. …”
Get full text

Modern Clinical Guidelines for the Management of Patients with Acute Tonsillitis and Pharyngitis by Nikolai A. Dayhes, Alexander A. Baranov, Yurii V. Lobzin, Leyla S. Namazova-Baranova, Roman S. Kozlov, Dmitriy P. Polyakov, Olga V. Karneeva, Alexander V. Gurov, Denis A. Tulupov, Sergey V. Ryazantsev, Tatiana I. Garashchenko, Irina A. Kim, Irina V. Andreeva, Maya D. Bakradze, Anastasia S. Polyakova, Elena A. Vishneva, Lilia R. Selimzyanova, Vladimir K. Tatochenko, Tatiana V. Kulichenko

“…This article covers all the issues of tonsillitis and pharyngitis etiology, pathogenesis, classification. …”
Get full text