Time Series Forecasting Based on Temporal Networks Evolution and Dynamic Constraints by Yunlong Peng, Han Li, Xu Han

“…A loss function is constructed by integrating the ability of weighted temporal networks to reconstruct the original time series data and visibility-based constraint features, enabling the computation of predicted values for next time step. …”
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Formation Flight of Fixed-Wing UAVs: Dynamic Modeling, Guidance Design, and Testing in Realistic Scenarios by Carlo E.D. Riboldi, Marco Tomasoni

“…Autonomous unmanned flight based on fixed-wing aircraft constitutes a practical and economical solution for transport missions to remote destinations or disadvantaged communities, for which their payload and range represent interesting figures of merit. …”
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COMPETITIVE ADVANTAGES OF INNOVATIVE MATERIALS WHILE THE CONSTRUCTION OF ROAD BASE STRENGTHENED LAYERS by E. A. Bedrin, E. A. Bedrina

“…The introduction of innovative technologies and materials in road construction is difficult due to a number of constraints, the solution of which is an urgent task of the construction industry. …”
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Implementation of LoRa TDMA-Based Mobile Cell Broadcast Protocol for Vehicular Networks by Modris Greitans, Gatis Gaigals, Aleksandrs Levinskis

“…While focused on vehicular safety, the solution is also applicable to autonomous agents (robots, drones) operating in infrastructure-limited environments.…”
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Auxiliary Particle Flow Track-Before-Detect Algorithm for Marine Neighboring Weak Targets by Fan Zhang, Chang Liu

“…Firstly, marine neighboring targets are modeled by the generalized Pareto model, and an offline lookup table is utilized to obtain a non-closed solution, decreasing calculation cost. Subsequently, prediction is employed to classify targets, and measurement information is iteratively used to determine the sequence of target updates, effectively suppressing influence from neighboring targets. …”
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Remarkable crystallization morphologies of poly(4-vinylpyridine) on single-walled carbon nanotubes in CO2-expanded liquids by Y. N. Wei, J. Li, P. Li, Y. Z. Guo, Y. C. Pang, L. Y. Qi, M. Su, H. P. Li

“…It is found that P4VP stabilized SWCNTs show good dispersion in both organic solvent and aqueous solution (pH = 2). The ability to manipulate the dispersion state of CNTs in water with P4VP will likely benefit many biological applications, such as drug delivery and optical sensors. …”
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A Reproducible Pipeline for Leveraging Operational Data Through Machine Learning in Digitally Emerging Urban Bus Fleets by Bernardo Tormos, Vicente Bermudez, Ramón Sánchez-Márquez, Jorge Alvis

“…The proposed framework offers a scalable solution for digitally emerging fleets.…”
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Leveraging the Power of Zero-Shot Learning for Malware Detection Using Application Programming Interface Call Sequences by P. Meena, K. P. Rama Prabha

“…Recently, the use of Deep Learning (DL) has emerged as a possible solution for recognizing malware from these API calls. …”
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Community Service Focused on Food of Animal Products in Nagari Saniangbaka, X Koto Singkarak, Regency of Solok, West Sumatra by Aronal Arief Putra, Afriani Sandra, Deni Novia, Riri Permata Sari, Andini Valentina Putri

“…., coating paste and immersion in brine solution. In general, those activities were run well with positive participant responses. …”
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Radar Evasion Control of Military Structures Using Graphene Oxide Coating RGO/NiFe2O4 and Polynomial Profile Monitoring by K. Atashgar, R. Masoudi

“…Finally, sensitivity analysis of the model showed that the ability to detect non-conformity in the manufactured products can be detected quickly (between 1 and 20 samples) with the change in the parameters of the regression model.…”
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Evaluating Expert Opinion-Based Reservoir Operation in Cfa/Csa Climatic Conditions by Mahdi Sedighkia, Bithin Datta

“…Additionally, the fuzzy solution demonstrated superior adaptability to diverse hydrological conditions, balancing ecological and water supply needs effectively. …”
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Technology Foresight and Sustainable Innovation Development in the Complex Dynamical Systems View by Klaus Mainzer

“…Companies and governments lose the ability to effectively respond to “grand challenges”. …”
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CONTENT AND FORMS OF ACTIVITY OF THE INSTITUTION OF THE PRESIDENCY IN ACHIEVING EUROPEAN INTEGRATION SUCCESSES by Anton Shkuro

“…The article examines the issue of Ukraine’s European and Euro-Atlantic integration;solution to whichwas significantly bolstered by the full-scale invasion of the Russian armed forces in 2022. …”
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A theory-informed, experiment-based constraint on the rate of autoxidation chemistry – an analytical approach by L. Pichelstorfer, L. Pichelstorfer, S. P. O'Meara, S. P. O'Meara, G. McFiggans

“…</p> <p>The present work suggests an alternative solution path: based on theoretically suggested key reaction types and the recent advances in mass spectroscopy, an analytically based approach for constraining lumped autoxidation reaction schemes is presented. …”
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Fault diagnosis methods for imbalanced samples of hydraulic pumps based on DA-DCGAN by Yang Zhao, Anqi Jiang, Wanlu Jiang, Peiyao Zhang, Peng Xiong

“…The expanded dataset is then used to train two classifiers, CNN and DA-CNN, to evaluate their ability to capture minority class fault features. …”
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Global Maximum Power Point Tracking of Photovoltaic Systems Using Artificial Intelligence by Rukhsar, Aidha Muhammad Ajmal, Yongheng Yang

“…Recently, artificial intelligence (AI) has become a promising solution to the optimization of the energy harvesting and performance of photovoltaic (PV) systems. …”
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Research on the desalination kinetics of carbon tableting electrodes for capacitive deionization water purification by Yu Liang, Youheng Song, Yuchen Sun, Lan Luo, Jing Wang, Junjie He

“…We found that at a voltage window of 0–1.2 V and a flow rate of 10 ml min− 1, tableting electrodes had the best desalination effect. The desalination ability in different salt solutions is greatly influenced by ion diffusion performance, with the best performance observed in LiCl solution (8.9 mg g− 1). …”
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Evaluation of the corrosion inhibition efficiency of 7-(Acetohydrazide-2-yloxy)-4-methylcoumarin in 1.0 M HCl: Experimental and theoretical approach by Ali H.A. Kareem, Hakim S. Aljibori, Ahmed Alamiery, Lina M. Shaker

“…The findings highlight AMC a highly efficient and environmentally viable corrosion inhibitor in HCl solution, offering strong adsorption capabilities and long-term stability.…”
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The Utilization of Picture Puzzle Media to Enhance Arabic Vocabulary Mastery at Madrasah Ibtidaiyah Bandar Lampung by Dani Saputra, Sulthan Syahril, Irwandani Irwandani

“…The regular use of pictorial puzzle media can enhance students' ability to master Arabic vocabulary. This indicates that this method can be an effective solution for improving Arabic language learning in Madrasahs, and provides evidence that using visual approaches can greatly aid in improving students' learning outcomes. …”
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Research on Adaptive Education Path Dynamic Programming Algorithm Based on Reinforcement Learning and Cognitive Graphs by Hongli Lou, Pin Yue, Jianwen Chen

“…The introduction of cognitive graphs enhances the system&#x2019;s ability to represent complex relationships between concepts and learning materials, enabling more effective content sequencing and personalized learning. …”
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