A Novel Synthetic Minority Oversampling Technique for Multiclass Imbalance Problems by Jiao Wang, Norhashidah Awang

“…The proposed method is compared with classical and state-of-the-art oversampling methods. …”
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Evaluation of the Risk of Recurrence in Patients with Local Advanced Rectal Tumours by Different Radiomic Analysis Approaches by Alaa Khadidos, Adil Khadidos, Olfat M. Mirza, Tawfiq Hasanin, Wegayehu Enbeyle, Abdulsattar Abdullah Hamad

“…Using artificial intelligence, in particular, different machine learning techniques, is a necessary step for better data exploitation. Classically, researchers in this field of radiomics have used conventional machine learning techniques (random forest, for example). …”
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Solving Spatial Optimization Problems via Lagrangian Relaxation and Automatic Gradient Computation by Zhen Lei, Ting L. Lei

“…This paper aims to ease the development of Lagrangian relaxation algorithms for GIS practitioners by employing the automatic (sub)gradient (autograd) computation capabilities originally developed in modern Deep Learning. Using the classic <i>p</i>-median problem as an example, we demonstrate how Lagrangian relaxation can be developed with paper and pencil, and how the (sub)gradient computation derivation can be automated using autograd. …”
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Modeling and Simulation of Cultural Communication Based on Evolutionary Game Theory by Wenting Chen, Bopeng Jin

“…Based on the community network structure and the improved classic network communication model, this paper constructs the susceptible-infected-recovered (SIR) model for the grassroots communication of engineering safety culture and discusses the law of grassroots transmission of engineering safety culture. …”
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El Movimiento Bolivariano en Venezuela: ¿de vuelta al populismo? by Flávio da Silva Mendes

“…To that end, I concentrate on recent works by known authors and some classic texts that remain points of reference on the subject today.…”
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Travel Choice Behavior Model Based on Mental Accounting of Travel Time and Cost by Shixu Liu, Jianchao Zhu, Said M. Easa, Lidan Guo, Shuyu Wang, Haoyu Wang, Yijian Xu

“…For verification, the nonlinear correlation coefficient and hit rate are used to compare the proposed MA-TC model with the other two models: (1) the classical prospect theory with travel time and cost (PT-TC model) and (2) mental accounting based on the original hedonic editing criterion (MA-HE model). …”
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TOWARDS THE QUESTION OF SOCIO-CULTURAL AND EPISTEMOLOGICAL STATUS OF IDEOLOGY IN CONTEMPORARY SOCIETY by V. E. Gromov

“…It is possible to talk about the existential newness, the rise of personal indifference in connection with the irresponsible short-sightedness with which today under the guise of democratic overcome the totalitarian narratives is lightly questioned the universally valid moral values, belittled the philosophical classics and dragged the false ideological omnivorous freedom and devaluation of high culture. …”
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Seismic Fragility Assessment of RC Plan-Asymmetric Wall-Frame Structures Based on the Enhanced Damage Model by Ning Wang, Xiaoning Huang, Dan Zhang

“…Hence, it is challenging to assess the performance of plan-asymmetric structures. In this study, the classic probabilistic seismic fragility assessment method is used to assess RC plan-asymmetric wall-frame structures based on the enhanced damage model. …”
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The library of Troškūnai monastery by Arvydas Pacevičius

“…However, gifts and the need to maintain books for the Troškūnai gymnasium (a secondary school administered by the monks) were reasons why the library also collected scientific literature and classical antiquities. This book collection was predominantly in Latin and Polish, but towards the end of the 18th century, the share of West-European and Lithuanian languages began to increase. …”
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Apport de diverses sources de données à la réalisation d’une intervention ergonomique by Marie St-Vincent, Denys Denis, Daniel Imbeau, François Ouellet

“…Nine sources of data classically used in ergonomics were analyzed: questionnaires, interview data, observation data. …”
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Forecasting Crude Oil Consumption in China Using a Grey Prediction Model with an Optimal Fractional-Order Accumulating Operator by Huiming Duan, Guang Rong Lei, Kailiang Shao

“…The results are better than those of the classical grey GM, DGM, and NDGM models as well as those of the grey-extended SIGM model. …”
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Mr. Keating’s Role as English Teacher as Seen in The Main Character of Dead Poet Society the Movie by M. Afifulloh

“… Dead Poets Society is a classic movie that explores about English teaching-learning class in Welton Academic. …”
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Geometric model for dynamics of motor-driven centrosomal asters by Yuan-Nan Young, Vicente Gomez Herrera, Huan Zhang, Reza Farhadifar, Michael J. Shelley

“…We find, amazingly, that centrosomes can relax onto the vertices of platonic and nonplatonic solids, very closely mirroring the results of the classical Thomson problem for energy-minimizing configurations of electrons constrained to a sphere and interacting via repulsive Coulomb potentials. …”
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Mass Cytometry Reveals the Imbalanced Immune State in the Peripheral Blood of Patients with Essential Hypertension by Rui Yang, Yuhong He, Honggang Zhang, Qiuju Zhang, Bingwei Li, Changming Xiong, Yubao Zou, Bingyang Liu

“…Compared with the health control (HC) group, the percentage of total dendritic cells, two kinds of myeloid dendritic cell subsets, one intermediate/nonclassical monocyte subset and one CD4+ central memory T cell subset in the EH group, was significantly higher; the percentage of low-density neutrophils, four kinds of classical monocyte subsets, one CD14lowCD16- monocyte subset, one naive CD4+ and one naive CD8+ T cell subsets, one CD4+ effector and one CD4+ central memory T cell subsets, one CD8+ effector memory T cell subset, and one terminally differentiated γδ T cell subset, decreased significantly in EH. …”
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An industrial Internet-of-things URLLC system via cross-layer design for anti-jamming by WANG Xiang, ZHAO Peiyi, ZENG Qi, ZHONG Jun, ZHANG Xing, SU Jingru

“…The classical OFDM multicarrier waveforms for transmission are adopted by the existing 5G/B5G URLLC standard (3GPP R17-18), and less attention is paid to the anti-interference strategy of URLLC-OFDM multicarrier transmission due to its operation in the licensed frequency band. …”
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Mobilisations collectives et femmes immigrées en France by Sylvie Thiéblemont-Dollet

“…Emergent, because it is relatively recent, considering its visibility in the public sphere; and mutant, too, because it involves women who take part in a change currently intervening in French society, and who give of themselves a new image: not the image of feminists in the classical sense of the term with the connotations it carries, but one, rather, that fits in the perspective of gender behaviour, like coeducation and modalities of interaction between women and men. …”
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Higher Education and the Challenges of Network Society: Philosophical Themes by B. V. Markov

“…Its modernization in the 1990s in Russia began through the discussion of the humanitarian mission of the classical university model. However, the process of globalization and the mobility of education demanded the alignment and unification of national educational programs. …”
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Research on the Revolution of Multidimensional Learning Space in the Big Data Environment by Weihua Huang

“…Multiuser fair sharing of clusters is a classic problem in cluster construction. However, the cluster computing system for hybrid big data applications has the characteristics of heterogeneous requirements, which makes more and more cluster resource managers support fine-grained multidimensional learning resource management. …”
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Travel Matrix Enabled Delta-Based Roadside Units Deployment for Vehicular Ad Hoc Networks: A Case of Kigali City by Evariste Twahirwa, Moyukh Laha, James Rwigema, Raja Datta

“…In this article, we propose a scheme that optimally deploys intelligent roadside units using a travel matrix scheme based on the classical delta strategy where urban vehicles are involved in RSUs communication in the course of their travel times. …”
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CD206+ Trem2+ macrophage accumulation in the murine knee joint after injury is associated with protection against post-traumatic osteoarthritis in MRL/MpJ mice. by Jillian L McCool, Aimy Sebastian, Nicholas R Hum, Stephen P Wilson, Oscar A Davalos, Deepa K Murugesh, Beheshta Amiri, Cesar Morfin, Blaine A Christiansen, Gabriela G Loots

“…Multiple CD206+ macrophage populations classically described as M2 were found enriched in MRL injured joints. …”
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