FROM THE HUMAN-ENVIRONMENT THEME TOWARDS SUSTAINABILITY – DANISH GEOGRAPHY AND EDUCATION FOR SUSTAINABLE DEVELOPMENT by Thomas SKOU GRINDSTED

“…The geopolitics of intended learning outcomes in the ESD debate, carries policy that produce dilemmas and challenges confronted with disciplinary traditions. …”
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High-dimensional outlier detection based on deep belief network and linear one-class SVM by Haoqi LI, Na YING, Chunsheng GUO, Jinhua WANG

“…Aiming at the difficulties in high-dimensional outlier detection at present,an algorithm of high-dimensional outlier detection based on deep belief network and linear one-class SVM was proposed.The algorithm firstly used the deep belief network which had a good performance in the feature extraction to realize the dimensionality reduction of high-dimensional data,and then the outlier detection was achieved based on a one-class SVM with the linear kernel function.High-dimensional data sets in UCI machine learning repository were selected to experiment,result shows that the algorithm has obvious advantages in detection accuracy and computational complexity.Compared with the PCA-SVDD algorithm,the detection accuracy is improved by 4.65%.Compared with the automatic encoder algorithm,its training time and testing time decrease significantly.…”
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基于改进Kriging模型的主动学习可靠性分析方法 by 陈哲, 杨旭锋, 程鑫

“…Active learning Kriging（ ALK） model is able to only approximate the performance function in a narrow region around the limit state surface.Therefore,the efficiency of reliability analysis is remarkably improved.However,most of the existing strategies build the ALK model based on a so-called DACE toolbox.DACE cannot obtain the global optimal parameter of a Kriging model and the training point chosen in each iteration cannot be the optimal one.In this paper,one famous global optimization,i.e.…”
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Exact Quantum Algorithms for Quantum Phase Recognition: Renormalization Group and Error Correction by Ethan Lake, Shankar Balasubramanian, Soonwon Choi

“…We discuss the implications of our results in the context of condensed-matter physics, machine learning, and near-term quantum algorithms.…”
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Speech Processing Disorder in Neural Hearing Loss by Joseph P. Pillion

“…Electrophysiological tests of auditory function were utilized to define the locus of dysfunction at neural levels ranging from the auditory nerve, midbrain, and cortical levels.…”
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Artificial Neural Network Based Model of Photovoltaic Cell by Messaouda Azzouzi, Lakhdar Bessissa, Mona Fouad Moussa, Dumitru Popescu, Catalin Petrescu

“…The results of the modeling and prediction have been well shown as a function of number of iterations and using different learning algorithms to obtain the best results. …”
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Approximating non-Gaussian Bayesian partitions with normalising flows: statistics, inference and application to cosmology by Tobias Röspel, Adrian Schlosser, Björn Malte Schäfer

“…Flows offer advantages for the numerical evaluation of the partition function itself, as well as for cumulants and for the information entropy. …”
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Urban Encounters: Climate Art and the Public by Mei-Hsin Chen

“…It explores how these spaces function, the impact of artworks in urban environments, and the role of public art in addressing sustainability issues. …”
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Design and Construction of Hydraulic Press. by Natukunda, Andrew

“…The main aim of this project was to design and construct a hydraulic press from locally available materials which function by means of an incompressible fluid thereby transforming theoretical knowledge to practical one. …”
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Altered brain regional homogeneity, depressive symptoms, and cognitive impairments in medication-free female patients with current depressive episodes in bipolar disorder and major... by Sulin Ni, Ting Peng, Shuzhan Gao, Chenxi Ling, Fan Wu, Jing Jiang, Jing Sun, Chaoyong Xiao, Xijia Xu

“…Patients with BDE exhibited more severe cognitive deficits in processing speed, attention, word learning, and overall cognitive function than those with MDD. …”
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General Cultural Competence of a Future Teacher in a Changing World by O. R. Neradovskaya, V. A. Starodubtsev

“…The leader's worldview is seen to be an integral part of the general culture of a person, being realized in the normative (regulatory) and evaluative (axiological) functions of the culture, as well as in the socialization function together with a continuous desire for self-improvement in the profession and life.Conclusion. …”
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Exploring the Relationship between Spatiotemporal Distribution of Urban Vibrancy and Neighborhood Attributes by Coupling Multi-Source Data: A Case of Nanshan District in Shenzhen by Liu Feng, Tang Zhong, Zhang Liang, Yu Lingmin, Liu Ke

“…This work focuses on the Nanshan District of Shenzhen City as the study area, and has three objectives: (i) one-week passenger flow data that characterized the spatiotemporal distribution of urban vibrancy were provided; (ii) broadly collected Street View Images (SVI) were incorporated as a visional environmental factor, together with functional and morphological factors, into understanding the influencing mechanism of urban vibrancy; and finally, (iii) machine learning tools were employed to apply the Random Forest Regression (RFR) algorithm in exploring the independent driving role of the characteristic factors behind the temporal distribution of urban vibrancy, and the Geographically Weighted Regression (GWR) model was used to probe the influence of the characteristic factors on the spatial distribution of this dynamic concept. …”
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A Variational Neural Network Based on Algorithm Unfolding for Image Blind Deblurring by Shaoqing Gong, Yeran Wang, Guangyu Yang, Weibo Wei, Junli Zhao, Zhenkuan Pan

“…Image restoration is initiated with Gabor filters for the convolution kernel, and the activation function is approximated using a Gaussian radial basis function (RBF). …”
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SAILOR: perceptual anchoring for robotic cognitive architectures by Miguel Á. González-Santamarta, Francisco J. Rodrıguez-Lera, Vicente Matellan-Olivera, Virginia Riego del Castillo, Lidia Sánchez-González

“…It provides a semantic world modeling approach using two deep learning-based sub-symbolic robotic skills: object recognition and matching function. …”
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Non-surgical treatment of strabismus in children: a review of recent advances by Shulan Huang, Xuemei Zhong, Chanjuan Quan, Mingwen Zhang

“…If not promptly addressed, the child’s ocular accommodative convergence and fusion abilities will gradually weaken, ultimately affecting visual function and causing various inconveniences in daily life and learning. …”
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Transient stability assessment of wind turbine grid-connected systems using ISSA-MSVR by FAN Hong, XU Yongjie, XU Tao

“…For wind turbine grid-connected systems， an interpretable stability energy function is constructed using an improved Deep Q-Network （DQN） algorithm. …”
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Magnetic targets positioning method based on multi-strategy improved Grey Wolf optimizer by Binjie Lu, Zongji Li, Xiaobing Zhang

“…In the CEC2018 benchmark function set of 29 benchmark function problems and magnetic target state estimation problems, the proposed MSIGWO was tested, and statistical indicators and Friedman test results show that compared with GWO and its advanced variants, the MSIGWO algorithm has superior performance. …”
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Frequencies of decision making and monitoring in adaptive resource management. by Byron K Williams, Fred A Johnson

“…It is implemented through an iterative sequence of decision making, monitoring and assessment of system responses, and incorporating what is learned into future decision making. Decision making at each point is informed by a value or objective function, for example total harvest anticipated over some time frame. …”
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Generation of a Reconfigurable Logical Cell Using Evolutionary Computation by I. Campos-Cantón, L. M. Torres-Treviño, E. Campos-Cantón, R. Femat

“…The reconfiguration is realized by modifying its internal parameters generating several logical functions in the same structure. The logical cell is built with three blocks: the initial condition generating function, the tent map, and the output function. …”
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Cross-cultural study of intensifiers in face-threatening situations: A gender perspective in English and Bahasa Indonesia by Adrefiza Adrefiza, Jeremy Jones, Urip Sulistiyo

“…It also holds pedagogical implications for language learning, enhancing awareness of how intensifiers function in spoken discourse across cultures. …”
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