Using Deep Learning to Predict Complex Systems: A Case Study in Wind Farm Generation by J. M. Torres, R. M. Aguilar

“…An analysis of our findings shows that the most accurate and robust estimators are those based on feedforward neural networks with a SELU activation function and convolutional neural networks.…”
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Body mass index is associated with subjective workload and REM sleep timing in young healthy adults by Novacic Katharina, Pischke Claudia, von Gall Charlotte

“…We used longitudinal real-life Fitbit (Inspire) sleep data in combination with a questionnaire among first-year medical students (n = 59) and conducted correlation-based network analysis. BMI was within the normal weight range in the sample. …”
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Revealing the potential therapeutic mechanism of Lonicerae Japonicae Flos in Alzheimer’s disease: a computational biology approach by Qin Xiang, Qin Xiang, Qin Xiang, Qin Xiang, Yu Xiang, Yao Liu, Yongjun Chen, Qi He, Taolin Chen, Liang Tang, Liang Tang, Binsheng He, Jianming Li

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Kompetencje nauczycieli i wykładowców w procesie edukacji zdalnej – perspektywa studentów by Maria Gagacka, Elżbieta Sałata

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Supervisors’ Challenges with Online Supervision Using Microsoft Teams in Supervising Open Distance and E-Learning (ODeL) Pre-Service Teachers by Matshidiso Taole, Katharine Naidu, Nduduzo Gcabashe, Thabisile Maphumulo

“…This study recommends that training be conducted for supervisors and pre-service teachers in using MS Teams and its various functions before supervision. …”
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Contrastive learning-driven framework for neuron morphology classification by Yikang Jiang, Hao Tian, Quanbing Zhang

“…To address this, we propose PRT-net, a network architecture specifically designed for neuron morphology classification. …”
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Internet of Things (IoT) of Smart Homes: Privacy and Security by Tinashe Magara, Yousheng Zhou

“…The Internet of Things (IoT) constitutes a sophisticated network that interconnects devices, optimizing functionality across various domains of human activity. …”
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Adaptive Extended Kalman Prediction-Based SDN-FANET Segmented Hybrid Routing Scheme by Ke Sun, Mingyong Liu, Chuan Yin, Qian Wang

“…Recently, with the advantages of easy deployment, flexibility, diverse functions, and low cost, flying ad hoc network (FANET) has captured great attention for its huge potential in military and civilian applications, whereas the high-speed movement and limited node energy of unmanned aerial vehicles (UAVs) leads to high dynamic topology and high packet loss rate in FANET. …”
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Integrated bioinformatics analysis and screening of hub genes in papillary thyroid carcinoma. by Rong Fan, Lijin Dong, Ping Li, Xiaoming Wang, Xuewei Chen

“…Gene Ontology enrichment analysis results suggested that the DEGs were mainly enriched in cancer-related pathways and functions. PPI network visualization was performed and 17 upregulated and 13 downregulated DEGs were selected. …”
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Bioinformatic analysis of ferroptosis related biomarkers and potential therapeutic targets in vitiligo by Linli Liu, Lingli Deng, Li Guan, Yuan Hu, Qianying Li, Chunshui Yu

“…Furthermore, drug-gene interaction analysis proposed potential therapeutic targets, while ceRNA network analysis uncovered intricate regulatory relationships involving miRNAs and lncRNAs. …”
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Information Communication Technology and Performance of Commercial Banks in Uganda: A Case Study of Equity Bank in Kabale Municipality by Sabiiti, Ignatius

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Expression and diagnostic values of ferroptosis-related genes in coronavirus-associated viral sepsis by Yidan Zhang, Shaoduo Wu, Xiaoyan Li

“…Furthermore, a protein–protein interaction (PPI) network was constructed to identify hub genes involved in ferroptosis. …”
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Abnormally high expression of CHI3L1 in peripheral blood mononuclear cells and serum and their potential diagnosis and prediction from lymphoma patients by Chao Wang, Langui Tang, Haibing Luo, Juan Liang, Yanzhao Huang, Kaiyun Guo, Rong Liu, Yuxing He, Yan Gao, Ming Lei

“…Weighted gene co-expression network analysis (WGCNA) identified genes co-expressed with CHI3L1, and a protein-protein interaction (PPI) network was constructed. …”
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The influence of education level and job type on work-related travel patterns within rural metro-adjacent regions: The case of Castilla-La Mancha, Spain by Inmaculada Mohino, José M. Ureña, Eloy Solís

“…The empirical results demonstrate the effectiveness of considering different functional linkages when explaining the underlying urban network. …”
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CONCEPTUAL BASES OF THE ENERGY EFFICIENT SYSTEM OF MANAGEMENT OF COMBINED UNITS OF WASTEWATER TREATMENT by V. N. Shtepa

“…Having based on the preliminary research and analysis of the current work in the subject area the architecture of a control system of combined water treatment units that use intelligent technology was developed. The key functional of the unit – information-analytical subsystem of the formation control actions including: multilayer perceptrons self-organization Kohonen network, fuzzy cognitive map. …”
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Digital Assistant for Medical Management by Maria-Dana-Ștefania CÂMPAN

“…Each platform was evaluated based on its functionalities, accessibility, and ability to provide efficient medical management. …”
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Wind Turbines Around Cut-In Speed: Startup Optimization and Behavior Analysis Reported to MPP by Cristian Paul Chioncel, Elisabeta Spunei, Gelu-Ovidiu Tirian

“…A mathematical model has been established for the dual-powered motor configuration, wherein both the stator and rotor are connected to a common frequency network, facilitating a shift to synchronous motor functionality. …”
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Comparison of Machine Learning and Statistical Approaches of Detecting Anomalies Using a Simulation Study by Klaudia Lenart

“…The aim of this paper was to compare the two approaches by conducting a simulation study. Methodology: A simulation study was conducted, during which the data was generated using copula functions. …”
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A High-Sensitivity Graphene Metasurface and Four-Frequency Switch Application Based on Plasmon-Induced Transparency Effects by Aijun Zhu, Mengyi Zhang, Weigang Hou, Lei Cheng, Cong Hu, Chuanpei Xu

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College students’ loneliness and mobile phone addiction: mediating role of mobile phone anthropomorphism and moderating role of interpersonal relationship quality by Huan Wang, Mingxin Ji, Huixin Tu, Yi Qi, Siyi Wu, Xingrui Wang

“…IntroductionAs mobile phone functions expand and diversify, users develop deep emotional bonds with their devices. …”
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