Simulation-Based Multiobjective Optimization of Open-Pit Mine Haulage System: A Modified-NBI Method and Meta Modeling Approach by Milad Abolghasemian, Armin Ghane Kanafi, Maryam Daneshmand-Mehr

“…Then the multiobjective optimization problem was solved using the modified-NBI method. Finally, Pareto and optimal solutions using the proposed approach were presented and discussed.…”
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Multi-dimensional perceptual recognition of tourist destination using deep learning model and geographic information system. by Shengtian Zhang, Yong Li, Xiaoxia Song, Chenghao Yang, Niusha Shafiabady, Robert M X Wu

“…Then, we adopted the improved Inception V3 model, the bidirectional long short-term memory network (BiLSTM) model with multi-head attention, and geographic information system (GIS) technology to recognize basic tourist feature information from the UGC dataset, such as the content, sentiment, and spatiotemporal perceptual dimensions of the data, achieving a recognition accuracy of over 97%. Finally, a progressive dimension combination method was proposed to visualize and analyze multiple perceptions. …”
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Family institution and change of reproductive behaviour patterns of Russians in the formation of a new socio-gender order and country demographic environment by G. G. Sillaste

“…The article presents the research results and statistical data that allow us to draw conclusions about the impact of socio-gender changes on the family institution and reproductive behaviour of Russians. Finally, with the help of the analysis, we comprehend that in the formation of the new socio-gender order and demographic environment of the country, the institution and reproductive behaviour patterns of the citizens are undergoing significant transformations. …”
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The Construction of Corporate Financial Management Risk Model Based on XGBoost Algorithm by Rongyuan Qin

“…In this study, the data preprocessing method is used to preprocess and classify the enterprise financial data source effectively, and then the XGBoost algorithm is used to assess the risk of enterprise financial data, and finally a set of enterprise financial risk assessment model is established. …”
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MobileNet-HeX: Heterogeneous Ensemble of MobileNet eXperts for Efficient and Scalable Vision Model Optimization by Emmanuel Pintelas, Ioannis E. Livieris, Vasilis Tampakas, Panagiotis Pintelas

“…It then squeezes the population through pruning, selecting the top-performing models based on heterogeneity and validation performance metrics. Finally, the selected Heterogeneous eXpert MobileNets are combined via sequential quadratic programming to form an efficient super-learner. …”
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Pharmacological targeting cGAS/STING/NF-κB axis by tryptanthrin induces microglia polarization toward M2 phenotype and promotes functional recovery in a mouse model of spinal cord... by Ziwei Fan, Mengxian Jia, Jian Zhou, Zhoule Zhu, Yumin Wu, Xiaowu Lin, Yiming Qian, Jiashu Lian, Xin Hua, Jianhong Dong, Zheyu Fang, Yuqing Liu, Sibing Chen, Xiumin Xue, Juanqing Yue, Minyu Zhu, Ying Wang, Zhihui Huang, Honglin Teng

“…Additionally, we found that targeting the cGAS/STING/NF-κB pathway with tryptanthrin shifted microglia from the M1 to M2 phenotype after spinal cord injury, inhibited neuronal loss, and promoted tissue repair and functional recovery in a mouse model of spinal cord injury. Finally, using a conditional co-culture system, we found that microglia treated with tryptanthrin suppressed endoplasmic reticulum stress–related neuronal apoptosis. …”
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Does improving sleep lead to better mental health? A protocol for a meta-analytic review of randomised controlled trials by Georgina Rowse, Alexander J Scott, Thomas L Webb

“…The Jadad scale for reporting RCTs will be used to assess study quality and publication bias will be assessed via visual inspection of a funnel plot and Egger’s test alongside Orwin’s fail-safe n. Finally, mediation analysis will be used to investigate the extent to which changes in outcomes relating to mental health can be attributed to changes in sleep quality.Ethics and dissemination This study requires no ethical approval. …”
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Synthesis of MgAl2O4: Sm3+ Nanophosphor and Its Photoluminescence, Electrochemical Sensing, and Photocatalytic Studies by S. N. Manjula, M. Chandrasekhar, M. R. Anil Kumar, Mir Waqas Alam, C. R. Ravikumar, H. C. Ananda Murthy, N. Basavaraju, H. Nagabhushana

“…The MgAl2O4: Sm3+ nanophosphors are useful sensing material for an element like lead. Finally, we conclude that the synthesized MgAl2O4: Sm3+ nanophosphors are potential candidates for multifunctional applications.…”
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Energy Adaptive Collaborative Charging Scheduling for Wireless Rechargeable Sensor Networks by Kun Wang, Zhejun Shen

“…On this basis, we design an integration mechanism of periodic and on-demand charging scheduling: when the sensor nodes are in a state of high residual energy, we implement periodic zonal collaborative charging scheduling according to the charging groups and the charging zones to ensure the stability of the network performance; Otherwise, we build a hybrid charging priority allocation mechanism based on the sensor node importance weight and remaining survival time and implement on-demand competitive collaborative charging scheduling according to it, which ensures the energy adaptability of the charging process and reduces the network performance degradation rate. Finally, we have verified the performance advantages of our work through a large number of simulations.…”
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Knowledge-driven semantic converting method of multimodal models toward a geospatial perspective by Jianbo Lai, Jun Zhu, Pei Dang, Jianlin Wu, Yukun Guo, Xinyu Yang, Na Li

“…Subsequently, a structural matching template based on knowledge reuse was established, and a knowledge-guided algorithm for multimodal model transformation was designed. Finally, using a suspension bridge as a case study, a prototype system was developed and experimental analysis was conducted. …”
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Filling the gap: the Colombo arabes emergence as political actors in Barranquilla and the Caribbean region by Massimo Di Ricco

“…El artículo se centra principalmente en la época que va desde los años cincuenta hasta finales de la década de 1980. Esta se considera como el eslabón perdido para entender la plena participación de la tercera generación de los descendientes de origen árabe en la vida política de la ciudad y la región. …”
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Hyodeoxycholic acid inhibits colorectal cancer proliferation through the FXR/EREG/EGFR axis by Qiang Pang, Shansong Huang, Xiaodong Li, Jiaqing Cao

“…It was also confirmed that HDCA inhibited the Epiregulin (EREG)/Epidermal Growth Factor Receptor (EGFR) pathway by activating FXR, and a negative correlation between FXR and EREG was analyzed in CRC tissue samples. Finally, in vivo animal studies confirmed that HDCA inhibited CRC proliferation without hepatotoxicity.ConclusionOur findings indicate that HDCA suppresses the EREG/EGFR signaling route by activating FXR, thereby hindering the growth of CRC cells and demonstrating a tumor-inhibiting effect in CRC. …”
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Resolution of depression: Antidepressant actions of resolvins by Satoshi Deyama, Katsuyuki Kaneda, Masabumi Minami

“…Moreover, the behavioral effects of RvD1, RvD2, and RvE1 are mediated by the activation of the mechanistic target of rapamycin complex 1, which is essential for the antidepressant-like actions of ketamine. Finally, we briefly provide our perspective on the possible role of endogenous resolvins in stress resilience.…”
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ADeFS: A Deep Forest Regression-Based Model to Enhance the Performance Based on LASSO and Elastic Net by Zari Farhadi, Mohammad-Reza Feizi-Derakhshi, Israa Khalaf Salman Al-Tameemi, Wonjoon Kim

“…Among several shrinkage techniques, elastic net (EN) provides better performance. Finally, in the last step, the simple average ensemble method is employed to combine the remaining trees. …”
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Spatial Analysis of Physical Quality of Rural Housing in Iran by mohammad hajipour, Vahid riahi, hadi gharagozloo

“…Data has been analyzed using VIKOR method for the multi-criteria decision analysis. Finally, the classification of provinces based on the construction and quality of rural housing was conducted using K cluster analysis in SPSS and output was drawn in GIS as a map. …”
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Microwave Ablation Combined with Flt3L Provokes Tumor‐Specific Memory CD8+ T Cells‐Mediated Antitumor Immunity in Response to PD‐1 Blockade by Meixiang Wang, Jing Sang, Fengkuo Xu, Shulong Wang, Peng Liu, Ji Ma, Zhengtao Chen, Qi Xie, Zhigang Wei, Xin Ye

“…Slc38a2 may be a critical gene responsible for the upregulation of ICOSL in Mig cDC1s following combined treatment. Finally, the combined treatment significantly enhanced the antitumor efficacy of immunotherapy based on PD‐1 blockade. …”
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Sulforaphane enhances Nrf2-mediated antioxidant responses of skeletal muscle induced by exhaustive exercise in HIIT mice by Yangwenjie Wang, Yang Xiang, Ruiqi Wang, Xiangning Li, Jianxiong Wang, Siwang Yu, Ying Zhang

“…Importantly, SFN treatment improved antioxidative capacity of skeletal muscle in response to the acute exhaustive exercise by increasing mRNA and nucleoprotein expression of Nrf2 and these genes involved in antioxidant generation and decreasing blood creatine kinase (CK) and 4-hydroxy-2-nonenal (4-HNE)-modified protein levels in the HIIT mice.…”
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Application of Machine Learning to Background Rejection in Very-high-energy Gamma-Ray Observation by Jie Li, Hongkui Lv, Yang Liu, Jiajun Huang, Yu Wang, Wenbin Lin

“…Machine learning (ML) models, including logistic regression, support vector machines, decision trees, random forests, XGBoost, CatBoost, and deep neural networks (DNN) were constructed and trained using data sets of four energy bands ranging from 10 ^12 to 10 ^16 eV, and finally fused using the stacking ensemble algorithm. …”
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Method Development for Simultaneously Determining Indomethacin and Nicotinamide in New Combination in Oral Dosage Formulations and Co-Amorphous Systems Using Three UV Spectrophotom... by Nazira Sarkis, Abdulkader Sawan

“…All proposed methods were validated according to ICH guidelines and their application on the dosage formulations was carried out. Finally, the proposed methods were compared to a reference method for each IND and NCT, and no significant statistical variance was found.…”
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Therapeutic extraction of second molars in orthodontics: a scoping review by Ziad M. Montasser, Mona A. Montasser

“…The abstracts of the selected studies were read carefully to verify if the inclusion criteria were met. Finally, the full texts of the potentially eligible studies were read to apply the eligibility criteria and decide whether to include them in the review or not. …”
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