Personality and emotion—A comprehensive analysis using contextual text embeddings by Md. Ali Akber, Tahira Ferdousi, Rasel Ahmed, Risha Asfara, Raqeebir Rab, Umme Zakia

“…With an overall accuracy of 85.23%, the Support Vector Machine (SVM) is chosen as the most effective and high-performing model for emotion prediction tasks. …”
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Therapeutic potential of microRNAs in neurological disorders: mechanisms, biomarkers, and emerging therapeutic strategies by Sourav Pal, Subhajit Mandal

“…Furthermore, studies have demonstrated the potential of miRNA-based therapies to modulate disease processes and improve clinical outcomes. This review critically evaluates current therapeutic strategies for miRNA delivery in neurological disorders, focusing on advanced platforms such as nanocarriers, exosomes, viral vectors, and ligand-mediated systems designed to overcome the blood-brain barrier. …”
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Blind HDR image quality assessment based on aggregating perception and inference features by Donghui Wan, Xiuhua Jiang, Qiangguo Yu

“…To address this, we propose a novel blind IQA method tailored specifically for HDR images, which incorporates both the perception and inference processes of the human visual system (HVS). Our approach begins with multi-scale Retinex decomposition to generate reflectance maps with varying sensitivity, followed by the calculation of gradient similarities from these maps to model the perception process. …”
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Study of adaptive control system of asynchronous electric drive belt conveyor by V. N. Meshcheryakov, E. S. Mantukhov, A. V. Sdvizhkov

“…With the help of computer modeling, graphs of transient processes in the asynchronous electric drive system with vector control are obtained, the results of modeling dynamic characteristics and quality indicators in systems with a speed sensor mounted on the motor shaft and with speed observers. …”
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Speech Databases, Speech Features, and Classifiers in Speech Emotion Recognition: A Review by G. H. Mohmad Dar, Radhakrishnan Delhibabu

“…It has been done in the past using low-level descriptors (LLDs) like Mel-Frequency Cepstral Coefficients (MFCCs), linear predictive coding (LPC), and pitch-based features in methods like Support Vector Machines (SVM), Random Forests (RF), and Gaussian Mixture Models (GMM). …”
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Deciphering the impact of heat wave in the global surge of infectious diseases by Mirza Mienur Meher, Marya Afrin, Abdullah Al Bayazid, Md Sayedul Islam, Md Zulfekar Ali

“…Heat waves enhance the activity and distribution of insect vectors, leading to higher transmission rates of vector-borne sicknesses like dengue fever, chikungunya, malaria, Zika virus, Lyme disease and West Nile fever etc. …”
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Optimal Multi-Physics Synthesis of a Dual-Frequency Power Inductor Using Deep Neural Networks and Gaussian Process Regression by Paolo Di Barba, Arash Ghafoorinejad, Maria Evelina Mognaschi, Fabrizio Dughiero, Michele Forzan, Elisabetta Sieni

“…., to compute the temperature profile on the disk, given the amplitudes and frequencies of the supply currents, three methods have been used (Support Vector Regression (SVR), fully connected Neural Network (NN) and Gaussian Process Regression (GPR)). …”
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Type-dependent stochastic Ising model describing the dynamics of a non-symmetric feedback module by Manuel González-Navarrete

“…We consider a mean-field dynamics for a type-dependent Ising model, and then study the empirical-magnetization vector representing concentration of molecules. We apply a convergence result from stochastic jump processes to deterministic trajectories and present a bifurcation analysis for the associated dynamical system. …”
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Development of a novel pseudovirus-based quality control material for HIV-1 nucleic acid testing and its application in external quality assessment by Di Han, Xin Zhang, Mingzhu Niu, Pinliang Pan, Wenge Xing, JingDong Song, Cong Jin

“…In summary, the novel HIV-1 PsV-based QCM can serve as a safe and sustainable alternative to existing HIV-1 NAT QCMs for EQA of HIV-1 NAT laboratories.IMPORTANCEThis study proposes a novel strategy to prepare HIV-1 nucleic acid testing (NAT) quality control material (QCM) using HIV-1 pseudovirus (PsV) packaged by an improved four-plasmid lentiviral vector (LV) system. The HIV-1 PsV-based QCM can simulate authentic virus particles and better monitor the entire HIV-1 NAT process, including nucleic acid extraction, amplification, and detection. …”
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A novel hybrid fuzzy analytical hierarchy process–game theory model for prioritizing factors affecting the deterioration of water pipelines by Eslam Mohammed Abdelkader, Tarek Zayed, Nehal Elshaboury

“…Analytical results exemplified that soil-related factors implicate the deterioration process more than pipe-related, operational-related, and environmental-related factors. …”
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Neural signatures of depression: classifying drug-naïve MDD patients with time- and frequency-domain EEG features during emotional processing by Bernis Sütçübaşı, Tuğçe Ballı, Barış Metin, Emine Elif Tülay

“…The comparable performance of individual features to that of the combined feature sets indicates their strength as indicators of emotional processing in MDD. These findings provide valuable insights into the development of more reliable diagnostic tools and treatment monitoring strategies that focus on emotional processing in MDD.…”
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Early Invasion Process Monitoring of Spartina Alterniflora Using Long Time Series High-Resolution Satellite Remote Sensing Imagery by Guangbo Ren, Yabin Hu, Feng Lu, Yingfeng Zhou, Jianbu Wang, Peiqiang Wu, Yi Ma

“…<italic>Spartina alterniflora (S. alterniflora)</italic> rapidly invade new habitats by seed jumping propagation, and the early invasion process is characterized by discrete large patches and diffuse distribution small-scale patches. …”
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ДОСЛІДЖЕННЯ ПЕРЕНОСУ АКТИВНОЇ ПОТУЖНОСТІ В УСТАНОВЦІ ІНДУКЦІЙНОЇ ТЕРМООБРОБКИ ЦИЛІНДРИЧНИХ АЛЮМІНІЄВИХ ЗАГОТОВОК З ТРИФАЗНИМ ІНДУКТОРОМ... by А.Ф. Жаркін, Ю.М. Гориславець, О.І. Глухенький, Р.В. Білянін

“…For the proposed design variant of a three-phase inductor of a device for induction heat treatment of cylindrical aluminum billets, which is used in the technology of production of conductive cores of power cables before pressing of wire rod, using the developed mathematical model of electrothermal processes, the process of active power transfer between phase sections and along the length of the billets, which occurs in the inductor due to inductive coupling between phase windings, has been investigated. …”
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Voice Conversion Based on Hybrid SVR and GMM by Peng SONG, Yun JIN, Li ZHAO, Cairong ZOU

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Transformer-based multi-task learning for table tennis motion feature recognition by Tianfang Ma

“…In the process of multi-task sports motion behavior feature recognition, it is prone to be affected by few-shot samples, resulting in catastrophic forgetting phenomena, which leads to poor processing ability of variability. …”
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Epidemiological Community and Differences of Transmissive Infections in Astrakhan Region by S. V. Ugleva, V. G. Akimkin, Z. B. Ponezheva, R. R. Akhmerova, A. E. Spirenkova, Y. Y. Chernikova, S. V. Shabalina

“…There are no differences significantly affecting the epidemic process of CCHF and ASF, so preventive measures are mainly aimed at controlling the vectors of the pathogens of these infections. …”
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Characterization, identification and life prediction of acoustic emission signals of tensile damage for HSR gearbox housing material by Ai Yibo, Zhang Yuanyuan, Cui Hao, Zhang Weidong

“…Afterward, the support vector machine (SVM) classifier is introduced to identify and classify the characteristic parameters extracted, on which basis the SVM is improved and the weighted support vector machine (WSVM) method is applied to effectively reduce the misidentification of the SVM classifier. …”
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Auxiliary Converter with Voltage Closed-loop Control by TANG Zihui, JIANG Xuejun, WEI Gang

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Robust algorithm for electric fault diagnosis in the three phase induction machine based on spectral and wavelet tools. by Francisco Javier Villalobos Piña, Ricardo Álvarez Salas

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Current Advancement and Future Prospects in Simplified Transformation-Based Plant Genome Editing by Xueying Han, Zhaolong Deng, Huiyun Liu, Xiang Ji

“…Here, we systematically outline current advancements in simplifying plant GE, focusing on the optimization of tissue culture process through developmental regulators, the development of <i>in planta</i> transformation methods, and the establishment of nanomaterial- and viral vector-based delivery platforms. …”
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