DEVELOPMENT OF ECOLOGICAL CULTURE OF STUDENTS IN THE PROCESS OF INTERCULTURAL COMMUNICATION IN FOREIGN LANGUAGE by L. M. Andryukhina, N. Yu. Fadeeva, Gérard De Negri

“…The methods involve: the system-based analysis of the content of ecological education; generalization of the theory and practice of implementation of the international strategies of ecological culture development and the analysis of efficiency of the pedagogical technologies intended for this purpose; modeling of the process of formation of ecological culture of students. …”
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DVAEGMM: Dual Variational Autoencoder With Gaussian Mixture Model for Anomaly Detection on Attributed Networks by Wasim Khan, Mohammad Haroon, Ahmad Neyaz Khan, Mohammad Kamrul Hasan, Asif Khan, Umi Asma Mokhtar, Shayla Islam

“…Extensive experiments on attributed networks prove that DVAEGMM significantly beats the existing methods, proving the efficiency of the presented approach. The AUC scores of our proposed framework for the BlogCatalog, Flickr, Enron, and Amazon datasets are 0.89380, 0.87130, 0.72480, and 0.75102, respectively.…”
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Early Detection of Alzheimer’s Disease: An Extensive Review of Advancements in Machine Learning Mechanisms Using an Ensemble and Deep Learning Technique by Renjith Prabhavathi Neelakandan, Ramesh Kandasamy, Balasubramani Subbiyan, Mariya Anto Bennet

“…The findings of this study contribute significantly to the field of AD diagnoses and pave the way for more precise and efficient early detection strategies.…”
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A Novel Method of Self-Healing Concrete to Improve Durability and Extend the Service Life of Civil Infrastructure by Yan Xue, Weiliang Gao, Yanming Zhao

“…Concrete civil infrastructure often suffers severe damage to its internal structure due to insufficient durability in high and cold complex environments, affecting the service life of the infrastructure. …”
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Metaanalyzing Foucault’s Archaeology Theory by Masoud Zare Mehrjardy, Ali Yousofi, Saeideh Mirabi

“…The results show that although archeology is less important to researchers than genealogy; however, in addition to being an efficient theoretical approach to historical, sociological research, it provides a different perspective on society, history, knowledge, and knowledge; It is also a methodological approach with separate guidelines and with a fluid and flexible structure that can be used effectively in dynamic sociological, historical research and make it dynamic. …”
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Investigation of the Composite Motor Load in the Presence of Higher Harmonics in the Electrical Network by Ya. E. Shklyarskiy, K. K. Lobko, Yu. N. Kuznetsova, M. S. Vorobyov

“…The calculation of the complex resistance against them was compared with the results of simulation modeling. …”
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Stock Price Prediction in the Financial Market Using Machine Learning Models by Diogo M. Teixeira, Ramiro S. Barbosa

“…The results show that while each model possesses distinct characteristics, selecting the most efficient approach heavily depends on the specific data and forecasting objectives. …”
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A New Approach Based on Metaheuristic Optimization Using Chaotic Functional Connectivity Matrices and Fractal Dimension Analysis for AI-Driven Detection of Orthodontic Growth and D... by Orhan Cicek, Yusuf Bahri Özçelik, Aytaç Altan

“…To effectively model the nonlinear dynamics, chaotic maps were generated, representing a significant advance over traditional methods. Feature selection was performed using a wrapper-based approach combining k-nearest neighbors (kNN) and the Puma optimization algorithm, which efficiently handles the chaotic and computationally complex nature of cervical vertebrae images. …”
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Molecular imprinting and nanomaterial synergy for lactate detection by Christopher Animashaun, Gymama Slaughter

“…Application areas span real-time lactate monitoring in wearable health devices to environmental surveillance in complex matrices. Despite significant progress, challenges related to reproducibility, template removal efficiency, fouling resistance, and scalable manufacturing persist. …”
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Multi-Scenario Robust Distributed Permutation Flow Shop Scheduling Based on DDQN by Shilong Guo, Ming Chen

“…This approach reduces algorithm training complexity by abstracting away intricate workpiece allocation details. …”
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One-loop matching for leading-twist generalised transverse-momentum-dependent distributions by Valerio Bertone, Miguel G. Echevarria, Oscar del Rio, Simone Rodini

“…Our results provide new insights into the complex dynamics of GTMDs generated by radiative corrections. …”
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Balancing Usability and Protection: A Decision-Making Approach to Computer Network Security Evaluation using the Neutrosophic Fuzzy Dombi Operator by Meijing Zhang, Linghui Li

“…In an era where data is a vital organizational asset, the challenge of safeguarding digital infrastructure while maintaining system usability has become increasingly complex. Network security solutions must not only protect against evolving threats but also support efficient and user-friendly operations. …”
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Computational strategies for PROTAC drug discovery by Jia Wu, Wanhe Wang, Chung-Hang Leung

“…For PROTACs, molecular docking accurately simulates the protein-PROTAC-E3 ternary complex, thus greatly accelerating structure-activity-relationship analysis, and improving ligand affinity and selectivity. …”
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Optimization of chlorophyll extraction from mulberry leaves using response surface methodology by CHEN Shao-yuan, LÜ Zhen-er, DONG Feng-li, MAO Bi-zeng

“…A high determination co-efficient mathematical model was gained that could be used to optimize chlorophyll extraction. …”
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Adhesion, proliferation and viability of human umbilical vein endothelial cells cultured on the surface of biodegradable non-woven matrices modified with RGD peptides by L. V. Antonova, V. N. Silnikov, M. Yu. Khanova, L. S. Koroleva, I. Yu. Serpokrilova, E. A. Velikanova, V. G. Matveeva, E. A. Senokosova, A. V. Mironov, E. O. Krivkina, Yu. A. Kudryavtseva, L. S. Barbarash

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Effectiveness of positive allosteric modulators of metabotropic glutamate receptor 2/3 (mGluR2/3) in animal models of schizophrenia by David Olivares-Berjaga, Albert Martínez-Pinteño, Natalia Rodríguez, Sergi Mas, Constanza Morén, Eduard Parellada, Patricia Gassó

“…Abstract Schizophrenia (SZ) is a deleterious brain disorder characterised by its heterogeneity and complex symptomatology consisting of positive, negative and cognitive deficits. …”
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Neutrosophic VIKOR Approach for Multi-attribute Group Decision-Making by Hossein Sayyadi Tooranloo, Arezoo Sadat Ayatollah

“…Euclidean distances from the positive and negative ideal solutions are calculated to construct relative closeness coefficients. Lastly, an illustrative example of tablet selection is provided to show the applicability of the proposed VIKOR approach. …”
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Double-Condensing Attention Condenser: Leveraging Attention in Deep Learning to Detect Skin Cancer from Skin Lesion Images by Chi-en Amy Tai, Elizabeth Janes, Chris Czarnecki, Alexander Wong

“…A recent movement for TinyML applications is integrating Double-Condensing Attention Condensers (DC-AC) into a self-attention neural network backbone architecture to allow for faster and more efficient computation. This paper explores leveraging an efficient self-attention structure to detect skin cancer in skin lesion images and introduces a deep neural network design with DC-AC customized for skin cancer detection from skin lesion images. …”
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Updates on Strawberry DNA Testing and Marker-Assisted Breeding at the University of Florida by Yoon Jeong Jang, Youngjae Oh, Sujeet Verma, Mark E. Porter, Cheryl Dalid, Cheol-Min Yoo, Zhen Fan, Cas W. Willborn, Koeun Han, Do-Sun Kim, Vance M. Whitaker, Seonghee Lee

“…The use of MAB has significantly improved the efficiency of stacking loci responsible for disease resistance and fruit quality characteristics. …”
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Harnessing chitosan for zinc and hydroxychloroquine delivery, interactions with fibronectin, and antibacterial activity by Anju Manuja, Juhi Nagra, Dharvi Chhabra, Kanish Manuja, Monika Sihag, Minakshi Prasad, Balvinder Kumar

“…Chitosan, a natural polysaccharide derived from chitin, has gained attention for its dual role as an effective delivery method and as an antibacterial agent. Chitosan was selected as an efficient carrier for zinc (Zn) and hydroxychloroquine (HC) due to its ability to mitigate their adverse effects. …”
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