Performance Analysis of Diabetes Detection Using Machine Learning Classifiers by Hung Huynh, Liu Hui, Ngoc Han Nguyen, Ruixuan Qiao

“…Results have shown that Stochastic Gradient Descent (function), Logistic Regression (function), JRip (rules) and Random Forests (trees) are among the top performing classifiers. They are judged based on different metrics, such as accuracy, precision, recall, specificity, F-1 score, MCC, and ROC area. …”
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Perceived Competence in Detecting Mis- and Disinformation Online: Reconsidering the Third Person Effect by Asuman Kutlu

“…Considering source credibility as a moderator in testing TPE hypothesis, people will likely to think that mis-and disinformation online will have a greater effect on others and may depend on their perceived competence in spotting mis- and disinformation online when judging its effect on oneself and others. Therefore, the research aims at exploring the way individuals perceive the effects of health-related mis/disinformation and the possible variables influencing TPE.A survey-based study of 767 Turkish internet users was conducted in January 2021. …”
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When Your Judgment (Mis)Matches Mine: How One’s Self and Others’ Metacognitive Judgments Impact Our Perception of Others by Yoonhee Jang, Heungchul Lee, Lisa K. Son

“…Results showed that participants judged that they would get along with the other who overestimated their performance, suggesting that individuals exhibit a preference for others who demonstrate overconfidence in their abilities. …”
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Liberal Preoperative Fasting in Adults Undergoing Elective Surgery: A Scoping Review Protocol by Haoyue Gan, Hangcheng Liu, Huaping Huang, Mei He

“…Two trained investigators will independently screen and extract the data, and any disagreements will be judged by a third investigator. The results of the study will be presented as graphs or tables. …”
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The Modeling of Comprehensive Evaluation System of College Teachers’ Professional Quality Based on Deep Learning by Xiaoying Yang

“…This paper adopts the method of deep learning to evaluate the comprehensive quality of teachers, and the corresponding complete evaluation system of teachers’ comprehensive quality is gradually formed. Judging from the actual situation of the reasonable evaluation of college teachers, the evaluation of teachers’ psychological quality, teaching curriculum quality, and ideological and moral quality with the help of this system can provide a good guarantee for the continuous optimization and improvement of teachers. …”
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Multivehicle Cooperative Lane Change Control Strategy for Intelligent Connected Vehicle by Jie Ni, Jingwen Han, Fei Dong

“…By comparing lane change gain with lane keeping gain, whether it is feasible to perform the collaboration under current conditions can be judged. Based on the model predictive control (MPC), a multiobjective optimization control function for cooperative lane change is established to realize the distributed control. …”
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Vertical Electric Sounding of Leachate Contaminant Plumes at a Dumpsite in Obigbo, Rivers State, Nigeria by W. Tamuno, S. Inichinbia

“…The results also revealed that the  surrounding soil and groundwater around the landfill has not been contaminated to depths exceeding 15.6 m, which is shallower than the productive aquifer depth greater than 37.0 m. Judging from the age of the dumpsite, this site has a good protecting capacity, probably as a result of the presence of sufficient confined layers of clay that have impeded or slowed down the percolation of leachate into the aquifer. …”
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Development of Ethnoscience-Based Learning on Bugis Traditional Food in The 4th Grade IPAS Textbook in Elementary Schools by Dhea Adela, Joko Suprapmanto, Nurhayati Sehab

“…The validity test of textbooks was judged by material experts, language experts and media experts. …”
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Hydraulic Fracturing Mechanism of Rock Mass under Stress-Damage-Seepage Coupling Effect by Zhengzheng Cao, Yue Wang, Haixiao Lin, Qiang Sun, Xiaogang Wu, Xiaoshuai Yang

“…By analyzing the size and direction of horizontal in situ stress, the shape and extension direction of cracks are judged, which provides an important theoretical basis for water inrush prediction and engineering protection.…”
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Everyday Pain in Three- to Five-Year-Old Children in Day Care by Carl L von Baeyer, Shannon Baskerville, Patrick J McGrath

“…Twenty per cent of painful incidents were judged to be the result of deliberate actions by other children. …”
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Hardy, Galileo and the Art of Transgression by Nathalie Bantz-Gaszczak

“…His first novel was never published, for reasons of a frankness that was judged all too offensive. His penultimate long fiction Jude the Obscure was withdrawn from W. …”
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Revisiting the effectiveness of a performance decision tree-style rubric compared to a grid-style rubric by Yuichiro Yokouchi

“…Additionally, the PDT took less time to complete the evaluation than the grid and was judged to be an effective form of the rubric. This article is part of a study aimed at demonstrating the usefulness of the PDT by creating and evaluating a pilot version. …”
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Novel continuous identity authentication method based on mouse behavior by Cong YI, Jun HU

“…With the rapid development of Internet technologies, security issues have always been the hot topics.Continuous identity authentication based on mouse behavior plays a crucial role in protecting computer systems, but there are still some problems to be solved.Aiming at the problems of low authentication accuracy and long authentication latency in mouse behavior authentication method, a new continuous identity authentication method based on mouse behavior was proposed.The method divided the user’s mouse event sequence into corresponding mouse behaviors according to different types, and mined mouse behavior characteristics from various aspects based on mouse behaviors.Thereby, the differences in mouse behavior of different users can be better represented, and the authentication accuracy can be improved.Besides, the importance of mouse behavior features was obtained by the ReliefF algorithm, and on this basis, the irrelevant or redundant features of mouse behavior were removed by combining the neighborhood rough set to reduce model complexity and modeling time.Moreover binary classification was adopted.The algorithm performed the training of the authentication model.During identity authentication, the authentication model was used to obtain a classification score based on the mouse behavior collected each time, and then the user’s trust value was updated in combination with the trust model.When the user’s trust value fell below the threshold of the trust model, it might be judged as illegal user.The authentication effect of the proposed method was simulated on the Balabit and DFL datasets.The results show that, compared with the methods in other literatures, this method not only improves the authentication accuracy and reduces the authentication latency, but also has a certain robustness to the illegal intrusion of external users.…”
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Status Quo of Interfaith Marriages in Indonesia after Supreme Court Circular Letter Number 2 of 2023 by Putu Eva Ditayani Antari, I Kadek Budiadinata Satriatama Adnyana, Luh Putu Yeyen Karista Putri

“…The results show that the basis for preparing the circular letter is intended to guide judges in recording religious marriages in Indonesia. …”
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Adaptive Constant False Alarm Detector Based on Composite Fuzzy Fusion Rules by Yuyao Yang, Chunbo Xiu

“…Furthermore, the presence or absence of the target is judged compositely by four fuzzy fusion rules. CFKLQ-CFAR is applied to the variability index CFAR (VI-CFAR) detector, and an adaptive constant false alarm rate detector based on the composite fuzzy fusion rules (CFVI-CFAR) is designed to improve the performance of the radar constant false alarm detector in different environments. …”
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EVOLUȚIA TRAFICULUI DE DROGURI DE MARE RISC DIN ROMÂNIA, ÎN PERIOADA 2016 – 2022 by Adrian Laurențiu PANĂ

“…In the justice system field, I assume to review the progress of convicting this crime in Romania, in terms of number of criminal cases judged, among the mentioned time interval.…”
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Large Modulus Method to Effectively Relieve Trapped-oil Phenomenon for Gear-pump and Gear-motor with Equal Displacement by Liu Ping, Li Yulong, Song Anran

“…Based on the instantaneous balance of these three flows, and the deductive calculation of the unloading area under different modules with the same tooth profile parameters, the trapped-oil pressure is calculated and the relief degree of the trapped-oil phenomenon is judged. The results show that the tooth width coefficient under equal displacement is inversely proportional to the third power of the modulus for a given gear-pairs and working conditions, the larger the modulus is, the more the trapped-oil phenomenon tends to be relieved, and the smaller the radial force is, the smaller the tooth width coefficient will be. …”
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Research on Coal and Rock Type Recognition Based on Mechanical Vision by Qiang Zhang, Jieying Gu, Junming Liu

“…The maximum likelihood estimation method is used to estimate the parameters, and, the coal and rock types are judged by comparing the similarity of each image. …”
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Investigation on Mechanical and Microstructure Properties of Steel Fiber Reinforced Concrete by Qinyuan Zhang, Wenwen Xu, Yichen Sun, Yongcheng Ji

“…According to the law of micro-cracks, the deterioration degree was judged, and a numerical analysis model was established to quantify the reliability of the structure with different fiber content. …”
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The Dilemmas of Solidarity of Civic Activists: Supporting Displaced Ukrainians in a Non‐Solidarian Regime by Violetta Zentai, Margit Feischmidt

“…This article explores the dilemmas that civic actors face when judging and prioritizing needs, responsibilities, and resources in comparing and contrasting the conditions of their own society and the situation of people with migratory trajectories. …”
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