Adaptive AI-Driven Toll Management: Enhancing Traffic Flow and Sustainability Through Real-Time Prediction, Allocation, and Task Optimization by Satendra Chandra Pandey, Vasanthi Kumari P

“…This study explores the Neelamangala Toll Plaza on India’s National Highway 48, employing artificial intelligence (AI) to optimize toll operations. The research integrates a Supervised Learning (SL) time series model for traffic prediction and a Reinforcement Learning (RL) framework based on a Markov Decision Process (MDP), coupled with a randomized algorithm for equitable task distribution. …”
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Navigation in brain networks is possible using only local measures by Alex Hocking, Lena Vogelsang, Frank Jiang, Hung Le, Kerri Morgan, Nicholas Parsons, Govinda Poudel, Sergiy Shelyag, Julien Ugon

“…Abstract A major question in neuroscience is how the brain structure facilitates its complex functions via the synchronous activity of separate parts of the brain. Recent research has indicated that the mechanisms underlying this facilitation are based on local interactions between neurons. …”
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Developing a Local Neurofuzzy Model for Short-Term Wind Power Forecasting by E. Faghihnia, S. Salahshour, A. Ahmadian, N. Senu

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The dataset of main grain land changes in China over 1985–2020 by Shidong Liu, Li Wang, Jie Zhang

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Multiantenna Clustering Collaboration for WPCNs Based on Nonlinear EH by Lina Yuan, Huajun Chen, Anran Zhou, Rong Wang, Xianli Wen

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Chromaticity-Adaptive Generalized Spatial Modulation for MIMO VLC With Multi-Color LEDs by Ye Xiao, Yi-Jun Zhu

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Professional self-determination theory of senior pupils in Russian psychology by E. P. Shutova, A. S. Velikanova (Gerasimova)

“…It is shown that the available approaches can be divided into two main groups. Some researchers focus on the goal and end result of vocational self-determination, while others seek to reveal the algorithm of the process itself and/or its stages. …”
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Performance Analysis and Dimensional Multi-objective Optimization for an Asymmetry 2UPS-UP Parallel Mechanism by Jian Yi, Linxian Che, Bing He, Jie Li

“…Taking an asymmetry 2UPS-UP parallel mechanism with two rotational and one translational degrees of freedom as the research object， the performance analysis and multi-objective optimization of dimensional parameters for the mechanism are presented. …”
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A Review of Developments and Metrology in Machine Learning and Deep Learning for Wearable IoT Devices by Minh Long Hoang

“…This research explores the integration of Artificial Intelligence (AI) in wearable devices, including smartwatches, fitness trackers, smart clothing, and smart eyewear. …”
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Adaptive L1/2 Shooting Regularization Method for Survival Analysis Using Gene Expression Data by Xiao-Ying Liu, Yong Liang, Zong-Ben Xu, Hai Zhang, Kwong-Sak Leung

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Multiple probabilistic traveling salesman problem in the coordination of drug transportation-In the context of sustainability goals and Industry 4.0. by Sebastian Twaróg, Krzysztof Szwarc, Martyna Wronka-Pośpiech, Małgorzata Dobrowolska, Anna Urbanek

“…The main research results confirm that proposed method contributes to overall sustainability of studied supply chain.…”
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Real-Time Structural Damage Assessment Using Artificial Neural Networks and Antiresonant Frequencies by V. Meruane, J. Mahu

“…The primary contribution of this research is the development of a real-time damage assessment algorithm using ANN and antiresonant frequencies. …”
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Optimization Techniques on Quantum and Classical Systems: A Comprehensive Comparative Study by Shaik Hussain, Rajitha Morampudi, Priyamvada K., Bhargavi R. Naveena

“…This study compares Particle Swarm Optimization (PSO), Moth Flame Optimization (MFO), and Genetic Algorithm (GA) on three platforms : a local computer, a local computer with quantum integration, and an IBM quantum machine. …”
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Challenges of Air-Lines’ Development on the Basis of their Accounting Book Analysis by D. V. Lysenko, L. Akgьn

“…The public company ‘Aeroflot’, the industry leader acts as an object of the research. Topicality of the subject is explained by strategic importance of the company development in Russia, as the growth in air-transportation acts as a great stimulus for the Russian economy development. …”
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INFLUENCE OF MAIN GEAR RATIO ON CAR FUEL EFFICIENCY IN THE DRIVE CYCLE by S. A. Gorozhankin, N. V. Savenkov, V. V. Ponyakin

“…To illustrate this process, a continuous function of the vehicle speed and various mathematical models of the internal combustion engine characteristics – based on the classical theory, and also on the basis of experimental studies with additional account of transient modes – is formed in the research. Results. Therefore, the corresponding values of the mass fuel consumption and the gear shifting algorithm are proposed in the article. …”
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RHEUMATOID ARTHRITIS AND PREGNANCY by N. M. Kosheleva, E. V. Matyanova

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Clinical and histological criteria for sex cord ovarian stromal tumors by A. М. Beishembaev, K. I. Zhordania

“…A standard examination algorithm was analyzed (ultrasound, blood tests, CT or MRI of the abdominal and pelvic organs). …”
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Designing natural gesture interaction for archaeological data in immersive environments by Niccolò Albertini, Andrea Brogni, Riccardo Olivito, Emanuele Taccola, Baptiste Caramiaux, Marco Gillies

“…Datasheets  and pictures,  stratigraphic  data  and  3D  models,  time and  space  mixed  together: these are  only a few  of  the  categories  a researcher has to deal with. New technologies may be able to help in this process and trying to solve research related problems needs innovative solutions. …”
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Unveiling Public Innovation Management: What Data Mining Reveals by Analyzing Brazilian Experiences? by Antonio Isidro da Silva Filho, Dayse Karenine de Oliveira Carneiro, Fernando de Souza Coelho

“…Method: concerning qualitative methods, we analyze institutional documents about innovation experiences by applying content analysis and methodological triangulation among researchers. Regarding quantitative methods, we structured databases to operationalize the analysis, using data mining through the Apriori algorithm to identify association rules between the research constructs. …”
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Dynamic Routing in Urban Transport Logistics under Limited Traffic Information by Viktor Danchuk, Oleksandr Hutarevych, Serhii Taraban

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