Multi-modal action recognition via advanced image fusion techniques for cyber-physical systems by Zaiyong Shou, Daoyu Zhu

“…IntroductionThe increasing complexity of cyber-physical systems (CPS) demands robust and efficient action recognition frameworks capable of seamlessly integrating multi-modal data. …”
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Implementation of MF block in CNN for advanced REB fault diagnosis by M. Pandiyan, Narendiranath Babu T.

“…Furthermore, computational complexity analysis, including FLOPs estimation, was performed to assess real-time applicability. …”
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Empowering sentiment analysis in social media: a comprehensive approach to enhance the classification of abusive Tamil comments using transformer models by Malliga Subramanian, Sathishkumar Veerappampalayam Easwaramoorthy, Nandhini Subbarayan, Usha Moorthy

“…Of the models explored, the adapter-based mDeBERTa achieved the highest accuracy of 75.393%, validating the effectiveness of parameter-efficient transfer learning for abusive language detection in low-resource, code-mixed contexts.…”
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Static and Dynamic User Portraits by Ko-Hsun Huang, Yi-Shin Deng, Ming-Chuen Chuang

“…However, clear guidelines and research approaches for developing useful personas for large-scale and complex social networks have not been well established. …”
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Local Self-Government in Bosnia and Herzegovina - Analysis of the Normative Framework Through the International Standards with Special Reference to Citizen Participation by Rebeka Kotlo, Ivan Tomić

“…The results of the research indicate that the basic problems in the functioning of local self-government are reflected in a complex multi-level normative framework, an inadequate system of local self-government financing, and insufficient use of existing democratic mechanisms that promote citizen participation in local self-government units. …”
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Setting-based surveillance and One Health in the Mpox response by Marc K. Yambayamba, Simon Rüegg

“…Abstract The resurgence of Mpox (MPXV) provides an opportunity to reflect on global health responses, particularly the lessons from previous outbreaks like Ebola and COVID-19. …”
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Assessing the critical success factors for the sustainable construction project management of Saudi Arabia by Abdullah Alghuried

“…Through an extensive literature review, 24 CSFs were identified, reflecting the sector’s complex dynamics. A detailed survey of industry experts assessed the importance of these factors using a Likert scale, with further analysis conducted through the Relative Importance Index (RII) and Analytic Hierarchy Process (AHP). …”
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ENQUIRE automatically reconstructs, expands, and drives enrichment analysis of gene and Mesh co-occurrence networks from context-specific biomedical literature. by Luca Musella, Alejandro Afonso Castro, Xin Lai, Max Widmann, Julio Vera

“…The accelerating growth of scientific literature overwhelms our capacity to manually distil complex phenomena like molecular networks linked to diseases. …”
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A Comprehensive Analysis of Imbalance Signal Prediction in the Japanese Electricity Market Using Machine Learning Techniques by Kaiyao Jiang, Yuji Yamada

“…Power system imbalances pose significant challenges to maintaining grid stability and ensuring efficient market performance, particularly in the context of the Japanese electricity market. …”
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Transfer-Learning Approach for Enhanced Brain Tumor Classification in MRI Imaging by Amarnath Amarnath, Ali Al Bataineh, Jeremy A. Hansen

“…Results: Our findings indicate that these models can improve the accuracy of MRI analysis for brain tumor classification, with the Xception model achieving the highest performance with a test F1 score of 0.9817, followed by EfficientNetV2-S with a test F1 score of 0.9629. Conclusions: Implementing pre-trained deep learning models can enhance MRI accuracy for detecting brain tumors.…”
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Ruminococcus flavefaciens 007C cellulosomes and cellulase consortium by Maša VODOVNIK

“…Ruminococcus flavefaciens is among the most important cellulolytic bacterial species in rumen and gastrointestinal tract of monogastric herbivorous animals. Its efficiency in degradation of (hemi)cellulosic substrates is associated with the production of remarkably intricate extracellular multienzyme complexes, named cellulosomes. …”
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High-throughput analysis of calcium signalling kinetics in astrocytes stimulated with different neurotransmitters. by Laura R James, Simon Andrews, Simon Walker, Paula R S de Sousa, Aaron Ray, Noah A Russell, Tomas C Bellamy

“…Astrocytes express a wide range of receptors for neurotransmitters and hormones that are coupled to increases in intracellular Ca(2+) concentration, enabling them to detect activity in both neuronal and vascular networks. …”
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Analysis of application of entropy methods of vibration diagnostic signal processing to assess technical condition of pipelines by S. O. Gaponenko, A. E. Kondratiev, M. V. Kalinina, A. A. Derbeneva

“…The presence of a defect in a pipeline is determined by analysis of the amplitude of a diagnostic signal. Higher efficiency in detecting defects was shown by probability-statistical methods of signal analysis, which are based on chaos theory. …”
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Localization of Sensor Nodes in 3D Wireless Sensor Networks with a Single Anchor by an Improved Adaptive Artificial Bee Colony (iaABC) Algorithm by Dursun Ekmekci, Hüseyin Altınkaya

“…Furthermore, the success of locating moving nodes in a 3D space is closely linked to the overall efficiency of the network. This study proposes a solution that can detect the locations of target nodes at various levels using a single anchor node. …”
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Optimizing SVC placement for enhanced voltage stability using a novel index and hybrid ABC-PSO algorithm by Hafizur Rahman, Roman Mia, Mustafizur Rahman, Md. Faiyaj Ahmed Limon, Md. Shahid Iqbal, Md. Fahad Jubayer, Md. Rabiul Karim, Md. Janibul Alam Soeb

“…These findings demonstrate the robustness and practicality of the methodology and provide system operators with a robust means to ensure grid stability, operational efficiency, and enhanced resilience in the face of increasing load and system complexity.…”
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RSA based encryption approach for preserving confidentiality of big data by Kanika Sharma, Alka Agrawal, Dhirendra Pandey, R.A. Khan, Shail Kumar Dinkar

“…To different from previous works in secure data transmission, the authors focus on the data owner and divide users into several domains in SHI, which greatly decrease the key management complexity for data owners and users. Comprehensive analytical and experimental results are presented which reflect the efficiency of the proposed approach.…”
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How Heritage Learns by Nicholas J Clarke

“…Above all, How Heritage Learns shows that past promises of increased performance and efficiency were never fulfilled. Without structured reflective observation we are doomed to repeat the same mistakes. …”
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Theoretical and methodological foundations for studying the problems of developing social resources of territorial communities by N. O. Sokolova

“…Summarizing, it can be said that the complexity and diversity of the concept of «social resources» is projected onto the process of forming the methodological foundations of the research. …”
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TRANSLATIONAL RESEARCH ETHICS by Ali Yağız Üresin, Şebnem Dönmez

“…The collaboration between partners provides a network structure that uses multiple methods and technologies to harmonize parameters such as complexity, expertise, safety, and efficiency with national regulations, institutional policies, and best practices that govern cell, animal, and human research. …”
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Radio frequency interface quality assessment in 4G/5G: Effects of IQ imbalance, phase noise, and nonlinearities on error vector magnitude. by Ilya Pyatin, Juliy Boiko, Viacheslav Kovtun, Oksana Kovtun

“…The QM78207 chipset, integrating key RF components, was used as an example to reflect the complexity and quality requirements of modern RF interfaces. …”
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