Predicting learning achievement using ensemble learning with result explanation. by Tingting Tong, Zhen Li

“…Specifically, six distinct machine learning models are utilized to establish a base learner, with logistic regression serving as the meta learner to construct an ensemble model for predicting learning achievement. …”
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Geometric Lattice Structure of Covering and Its Application to Attribute Reduction through Matroids by Aiping Huang, William Zhu

“…First, a geometric lattice structure of a covering is constructed through transversal matroids. Then its atoms are studied and used to describe the lattice. …”
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Analysis of the Influence of Gear Clamping Tilt Error on Cylindrical Gear Accuracy in Testing by Zhang Guozheng, Han Jiang

“…By using the Small Displacement Torsor（ SDT） Method,the tooth surface model with error is constructed,the influence of clamping tilting error on gear deviation accuracy is analyzed. …”
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Tradeoffs in automated financial regulation of decentralized finance due to limits on mutable turing machines by Ben Charoenwong, Robert M. Kirby, Jonathan Reiter

“…Compliant decentralized systems can be constructed only by compromising on the richness of permissible changes. …”
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Research on Annual Runoff Prediction Based on EMD-LSTM-ANFIS Model by HU Shunqiang, CUI Dongwen

“…To improve the accuracy of runoff prediction,this paper proposes a runoff prediction model based on the combination of empirical mode decomposition (EMD),long short-term memory (LSTM) neural network,and adaptive neuro-fuzzy inference system (ANFIS),decomposes the original runoff sequence into multiple regular component sequences through EMD,and reconstructs the phase space of each component sequence by the autocorrelation function method (AFM) and the false nearest neighbor method (FNN) to determine the input and output vectors,establishes the EMD-LSTM-ANFIS prediction model,and constructs the EMD-LSTM,EMD-ANFIS,LSTM,ANFIS as comparison models,as well as predicts and compares the annual runoff of the Longtan Station in Yunnan Province by the five models.The results show that the average relative error of the EMD-LSTM-ANFIS model for the annual runoff prediction is 3.18%,which is reduced by 55.0%、65.2%、68.1%、78.4% compared with the EMD-LSTM,EMD-ANFIS,LSTM,and ANFIS models respectively,with higher prediction accuracy and stronger generalization ability.Therefore,the EMD-LSTM-ANFIS model is feasible and reliable for runoff prediction.…”
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Something old, something new: preliminary findings from an exploratory study about people's information habits and information grounds by Fisher Naumer, Durrance, Stromsky, Christianson

“…Our findings suggest that further research may provide insight into types of information grounds, the ways in which information is socially constructed at these places and how information grounds evolve over time.…”
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Forest Tent Caterpillar, Malacosoma disstria Hübner (Insecta: Lepidoptera: Lasiocampidae) by James R. Meeker

“…Although this univoltine insect is called a tent caterpillar, it is unlike other Malacosoma species in that the larvae do not construct tents. Instead, forest tent caterpillars spin silken mats on the trunks and large branches where they congregate to molt or rest from feeding. …”
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La surveillance globale dans un monde post-Snowden by David Lyon

“…Three kinds of issues present themselves: One, research disregard: responses to the revelations show a surprising lack of understanding of the complex, large scale, multi-faceted panoply of surveillance that has been constructed over the past 40 years or so that includes but is far from exhausted by state surveillance itself. …”
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Time efficiency as a mediator between institutional support and higher education student engagement during e-learning. by Tarik Abdulkrem Alwerthan

“…The results of the measurement model showed good reliability and validity for all constructs. The results of the structural model and hypothesis testing showed that this study partially supported the hypotheses. …”
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Channel model-based multiple layers satellite-ground integrated data allocation strategy by SONG Yujie, CAO Yue, CHEN Nuo, SUN Zhili

“…., the satellite-ground distance, free space path loss, channel gain, and remaining service time, a service capacity quantification model of low earth orbit satellites based on the Shannon’s capacity theory was constructed, thus generating data allocation strategies. …”
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Novel Analysis of Fuzzy Fractional Klein-Gordon Model via Semianalytical Method by Mohammad Alshammari, Wael W. Mohammed, Mohammed Yar

“…We demonstrate the consistency of our technique by employing the Caputo derivative under generalized Hukuhara differentiability to construct fractional fuzzy Klein-Gordon equations with the initial fuzzy condition. …”
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Optimization of Two-speed Transmission Ratio in Common Working Condition of Electric Vehicle based on PSO by Yuhang Li, Xiaofeng Jia, Bo Zhu, Nong Zhang, Hao Peng, Yongzhong Chen

“…Taking the power performance of the vehicle as the constraint condition, taking the average efficiency of the driving system as the economic objective, the acceleration time as the dynamic objective, the fitness function is constructed. The speed ratio optimization is realized by using Matlab software,and the vehicle energy consumption is verified by using AMESim software. …”
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Personal experiencing of spoken English by Poles by Michał Daszkiewicz

“…It is observed that following a simple teaching procedure in which learners were presented with a set of topic-oriented questions and exemplary answers and then requested to remark (in Polish) on (a four-faceted construct reflecting) how they feel about their productive language learning, an immediate positive outcome is obtained on the affective stratum. …”
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« Le réveil de la conscience hakka de Taïwan » by Pei-yi Ko

“…In 1992, the region of Meinong, a Hakka farming village in the south of Taiwan, was strongly shaken by a large-scale state project to construct a water reservoir. After more than seven years, local Hakka people managed to suspend the project, which they saw as a threat to their environment and culture. …”
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Random k conditional nearest neighbor for high-dimensional data by Jiaxuan Lu, Hyukjun Gweon

“…The proposed approach aggregates multiple kCNN classifiers, each constructed from a randomly sampled feature subset. …”
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Older Adults Making End of Life Decisions: An Application of Roy's Adaptation Model by Weihua Zhang

“…Items were extracted from the data set to correspond to variables for this study. Scales were constructed and reliabilities were tested. Results. …”
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Exosomes in Oral Diseases: Mechanisms and Therapeutic Applications by Miao Q, Li S, Lyu W, Zhang J, Han Y

“…Additionally, engineered exosomes constructed specifically based on exosome properties hold great promise for targeted drug delivery and regenerative therapies such as bone regeneration in orthodontics and periodontal healing. …”
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Unsupervised detection method of RoQ covert attacks based on multilayer features by Jing ZHAO, Jun LI, Chun LONG, Wei WAN, Jinxia WEI, Kai CHEN

“…To solve the problems that RoQ covert attacks are hidden in overwhelming background traffic and difficult to identify, besides the existing samples are scarce and cannot provide large-scale learning data, an unsupervised detection method of RoQ covert attacks based on multilayer features was proposed under the condition of very little prior knowledge.First, considering that most normal flow might interfere with subsequent results, a classification method based on semi-supervised spectral clustering was studied by flow characteristics, so that the proportion of normal samples in the filtered traffic was close to 100%.Secondly, in order to distinguish the nuance between the hidden attack features and normal flow without relying on the attack samples, an unsupervised detection model based on the n-Shapelet subsequence was constructed by packet characteristics, and the subsequences with obvious difference were used, which enabled detection of RoQ convert attacks.Experimental results demonstrate that with only a small number of learning samples, the proposed method has higher precision and recall rate than existing methods, and is robust to evading attacks.…”
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Evaluation of Breakthrough Technological Innovation Capability of Petroleum Equipment Manufacturing Enterprises Based on the CFPR-TIFNs Model by Hongyun Luo, Xiangyi Lin

“…This article aims to evaluate the breakthrough technological innovation capability (BTIC) of petroleum equipment manufacturing enterprises under the new paradigm of “Internet + innovation.” This article constructs an index system that can reflect the characteristics of “breakthrough” and “Internet +” in five dimensions. …”
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Characterizing absolutely irreducible integer-valued polynomials over discrete valuation domains by Hiebler, Moritz, Nakato, Sarah, Roswitha,Rissner

“…Given a non-trivial element v of this kernel, we explicitly construct non-trivial factorizations of F k , provided that k ≥ L, where L depends on F as well as the choice of v. …”
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