EEG-SymNet: multi-channel EEG signal-based schizophrenia diagnosis using channel recalibration and symmetric spatial temporal transformer network by Naif Alsharabi, Rakesh Kumar Mahendran, Gharbi Alshammari

“…Next, the Multi-Channel Frequency Recalibration Module (CRFM) refines the model’s ability to interpret complex inter-channel relationships, enhancing inter-channel communication. …”
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THE EFFECT OF MBKM ON STUDENTS' KNOWLEDGE SHARING INTENTION: AN EMPIRICAL STUDY BASED ON THEORY OF PLANNED BEHAVIOR by Nur Rahmi Akbarini

“…Purpose-In an increasingly complex era of globalization, the ability to share knowledge is becoming increasingly important. …”
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IMPACT OF AWARENESS OF DEEPFAKE USAGE IN MARKETING CAMPAIGNS ON CONSUMER PERCEIVED BRAND AUTHENTICITY by Abdulazeez Olamide Abdulquadri, Fatimah Labake Ajani

“…Descriptive and inferential statistics, including regression analysis, were used to analyze the data. Findings reveal that consumer knowledge and deepfake recognition ability significantly influence perceptions of brand transparency and trust, respectively. …”
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Research and Application of Algorithm for Distribution Network Synchronous Phasor Measurement Unit Based on Hanning Window by Gaowang YU, Chen FANG, Zhanfeng FAN, Li LIN, Yun GONG, Yunfeng ZHU

“…The measurement environment of distribution network is complex and poor, and the traditional synchronous phasor algorithm of transmission network is difficult to meet the requirements. …”
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Sociological Capacity Assessment of Religion in the Reconstruction of the Religious Context of the Era of the Descent of the Qur'an by Hussein Shojaei, Ruhollah Davari, Sayyed Reza Moadab

“…In the meantime, if we seek to reconstruct the religious context, knowledge such as the sociology of religion has the appropriate capacity for this purpose. Based on this ability, the authors of this article have tried to test the ability of this knowledge in reconstructing the texture of idolatry of the pre-Islamic era by using one of the methods available in the sociology of religion as a method of functionalist analysis. …”
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Learning High-Dimensional Chaos Based on an Echo State Network with Homotopy Transformation by Shikun Wang, Fengjie Geng, Yuting Li, Hongjie Liu

“…The results show that the addition of homotopy transformation can improve the modeling ability of complex spatiotemporal chaotic systems, and this demonstrates the potential application of the model in dynamic time series analysis.…”
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Case Report: Low pressure hyperbaric oxygen therapy as a potential alternative treatment for chronic inflammatory response syndrome: a case study with notable improvements in fatig... by Kristen L. Coletti Giesler

“…This case illustrates HBOT’s ability to modulate systemic inflammation, improve neurocognitive outcomes, and enhance recovery in patients with complex environmental illnesses. …”
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Target Threat Assessment Method for UUVs Based on EBM by Shuwei LIU, Jianqing CHENG, Kai LIU

“…This result verifies the effectiveness of the EBM model in complex battlefield situation analysis and provides a solid theoretical foundation and technical support for UUV’s autonomous decision-making.…”
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A performance-driven hybrid text-image classification model for multimodal data by Swati Gupta, Bal Kishan

“…These models center on a complex deep learning architecture including VGG16 for image classification and Roberta with MYSQL for text classification and optimized CNNs. …”
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Density functional theory and molecular dynamics simulation-based bioprospection of Agathosma betulina essential oil metabolites against protein tyrosine phosphatase 1B for interve... by Oluwaseye Adedirin, Rukayat A. Abdulsalam, Khadeejah O. Nasir-Naeem, Ayenitaju A. Oke, Akolade O. Jubril, Saheed Sabiu

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High-Precision Centroid Localization Algorithm for Star Sensor Under Strong Straylight Condition by Jindong Yuan, Junfeng Wu, Guohua Kang

“…First, the background gray level distribution patterns of star sensors under various actual straylight interference conditions are analyzed. Based on this analysis, a background imaging model for complex operational scenarios is established. …”
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Harnessing Unsupervised Ensemble Learning for Biomedical Applications: A Review of Methods and Advances by Mehmet Eren Ahsen

“…Advancements in data availability and computational techniques, including machine learning, have transformed the field of bioinformatics, enabling the robust analysis of complex, high-dimensional, and heterogeneous biomedical data. …”
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Changes in Cognitive Capital in Eastern and Western Europe: Some Implications from School Assessment Studies by Edward Dutton

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Sugar beet hybrids of new generation and their role in the process of intensification of the branch by М. В. Роїк, М. О. Корнєєва

“…Transfer of the branch to the intensive way of development is possible only under conditions of a complex approach to solving this problem.…”
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Research of the Operational Modal Parameter Identification Technology and Application based on QICA by Zhang Rui, He Changde, Huang Jinying, Zhang Yongmei, Xue Chenyang, Zhang Wendong

“…Aiming at the major difficulties of OMA method based on vibration signals such as low noise-robust ability,high subjective experience and poor accuracy in identifying parameters and more complex recognition method,a new method of OMA on the basis of QICA is studied.Through the LMS modal experimental data algorithm analysis,the QICA modal parameter identification technology operates simply,and can effectively eliminate noise interference.Finally,regards taking of gearbox modal frequency of the five kinds of working condition recognized by the QICA as characteristic parameter of fault diagnosis,the changes of any kind of model frequency on gearbox fault working condition are compared and analyzed,and the goal of the fault identification is achieved.…”
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Destrutturazione e ricostruzione: Le riforme dell’amministrazione marittima del Regno di Sardegna dopo il Congresso di Vienna (1815-1819) by Mauro Difrancesco

“…The acquisition of the territories once belonged to the former Republic of Genoa laid the foundations for a general reorganization of the maritime administration of the Kingdom of Sardinia, as well as for the reconstruction of its naval forces according to new strategic needs, including protection of the Ligurian maritime trade and ability to project its naval power where needed. The reforms promoted by the restored Savoy government significantly modified the structure of the maritime administration, transforming it into an almost entirely new and much more complex organism compared to experiences from previous centuries.…”
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Design and Kinematics Simulation of a Wire-driven Multi-section Continuous Manipulator by Wei Guiwei, Xu Zhenbang, Zhao Zhiyuan, Yu Yang, Wu Qingwen

“…In order to satisfy the requirements of complex space environment， a wire-driven multi-section continuous manipulator is designed. …”
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Using the problem-based learning method in the process of studying mathematical disciplines in agricultural higher educational institutions by Borozenets Nataliia

“…Conclusions were made regarding the application of the method of problembased learning for the development of the intellectual potential of future agricultural specialists by teaching the system of mental actions to solve complex and unconventional tasks and the formation of the ability to conduct research activities in the process of studying mathematical disciplines. …”
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Dynamics of difference systems: a mathematical study with applications to neural systems by Hashem Althagafi

“…The model demonstrated its ability to capture various behaviors through extensive simulations, suggesting its potential applicability in real-world systems, including neural networks and other complex dynamic interactions. …”
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O reerguimento da Rússia, os EUA/OTAN e a crise da Ucrânia: a Geopolítica da nova Ordem Mundial by Wanderley Messias da Costa

“…He points at the same time to the remarkable revival of ther geopolitical point of view and its ability to untangle the complex web of international relations policy in the context of the current transition from one world order to another, previously designated as tripolar.…”
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