Deep factorization machine model based on attention capsule by Yiran GU, Zhupeng YAO, Haigen YANG

“…Aiming at the problems of single feature combination of recommendation model, resolution of a large amount of valuable feature information, and over-fitting in deep learning, a new attentional scoring mechanism called attention capsule was designed, and a deep factorization machine model based on attention capsule was proposed.Users’ historical clicking and candidate items were processed through weight calculation based on the DeepFM model, reducing the impact of irrelevant features on the model, and the differential impact of different historical behaviors on users’ interests was fully explored.The adaptive regularization formulation was added to the training, which effectively reduced over-fitting without affecting the training speed.The comparison test on two public data sets shows that the proposed model is significantly enhanced in loss function and GAUC compared to other models.…”
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Japanese Mothers’ Communication on Sexuality Education with Elementary School-Age Children (7–11) by Takahiro Sato, Chie Kataoka, Tomomi Mitsutake, Cathy McKay, Hirotaka Kizuka, Manami Koide, Miho Miyachi, Takafumi Tomura, Yu Furuta

“…A constant comparative analysis method was used to analyze the data, with three themes emerging from the data: (a) teaching the importance of self-protective behaviors , (b) finding the right timing to have important conversations regarding sexuality , and (c) understanding the balance of what to cover at school versus what to cover at home. …”
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Using WPCA and EWMA Control Chart to Construct a Network Intrusion Detection Model by Ying-Ti Tsai, Chung-Ho Wang, Yung-Chia Chang, Lee-Ing Tong

“…Thus, a simple and effective model for detecting abnormal behaviors may be more practical for information personnel than attempting to identify network intrusion modes. …”
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Dynamics of a plant-herbivore model with toxin-induced functional response by Ya Li, Z. Feng

“…The effect of plant toxicity on herbivore's intakerate is incorporated explicitly in the model by assuming anincreased handling time. The dynamical behaviors of the model areanalyzed and the results are used to examine the influence oftoxin-determined intake in the community composition of plantspecies. …”
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Cerebellar Involvement in Clumsiness and Other Developmental Disorders by Richard B. Ivry

“…Much evidence is based on the analysis of highresolution MRI scans. Imaging and behavioral studies have led researchers to consider functional contributions of the cerebellum beyond that associated with motor control. …”
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“One is not Born, but Rather Becomes, a Woman”: Impressions of Women on the Career in Agribusiness and its Spaces by Heliani Berlato, Danilo Andretta, Thais Fernandes

“…Both clusters demarcate tensions about how women see discrimination and experience the multiple unfoldings of sexist behaviors and attitudes that permeate their career pathways in agribusiness.…”
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Style adaptacji uczniów do szkoły. Inspiracje dla nauczycieli wczesnej edukacji by Anna Babicka-Wirkus

“…Outsiders engage in resistance behaviors which lead to their marginalization and even premature abandonment of the educational path. …”
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Optimal individual strategies for influenza vaccines with imperfect efficacy and durability of protection by Francesco Salvarani, Gabriel Turinici

“…The numerical results show that, under specific circumstances, some counter-intuitive behaviors are optimal, such as, for example, an increase of the fraction of vaccinated individuals when the efficacy of the vaccine is decreasing up to a threshold. …”
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Adaptation and Validation of the Texas Revised Inventory of Grief—Present Scale by Rocio Luana Gruppi, Cecilia Yaccarini, Agustin Freiberg Hoffmann, Andrew Futterman, Hugo Simkin

“…This study aims to evaluate the psychometric properties and internal consistency of the Spanish version of the Texas Revised Inventory of Grief- Present \[TRIG-Present\] in Buenos Aires, Argentina, which assesses a series of thoughts, emotions and behaviors in losses related to the present. A total of 285 adults participated in the study with ages between 18 and 80 years (M = 55.09, SD = 15.27) and both sexes (Men = 42.8%, Women = 57.2%). …”
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School Based 4-H Programming: Middle and High School Age Youth Programs by Vanessa Spero

“… All youth, regardless of age, are at risk for engaging in negative behaviors that can get them into trouble during the afterschool hours when parents and other family members are at work. …”
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THE METHODOLOGY OF INTELLECTUAL COMPONENT OF E-ECONOMY RESEARCH by V. S. Knyazkova

“…The proposed methodology is based on the study of skills in the field of information and communication technologies (ICT) and behavioral features of the population of the Republic of Belarus in the e-economy environment, which means the need of conducting a sociological survey. …”
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La perversion du suicide, entre la pathologie et la morale by Eva Yampolsky

“…I will then show how this influence of morality on psychiatric theories allowed psychiatry to appropriate and redefine an entire spectrum of deviant behaviors, which had up until then remained outside of the parameters of pathology.…”
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A Kind of Robot Structure Design and Kinematics Analysis by Yankai Hu, Hui Fu

“…Since humanoid robots can imitate human behaviors and actions and can better serve humans，it has become a current research hotspot most humanoid robots are equipped with a large number of intelligent software and hardware，but the body design still has defects，especially the waist structure design of humanoid robots，which is not innovative and restricts the overall function. …”
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Social Trauma and Suicide in Historical Perspective by Howard I. Kushner

“…Based on questionable methods and classifications, researchers continue to insist that individual behaviors and motives can be revealed through an examination of wider social, especially economic forces. …”
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Reviewing manuscripts for scientific journals: recommendations for early career scientists by Diego A. Forero, Stephen J. Glatt, Marilyn H. Oermann

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Mathematical Modeling of the Transmission Dynamics of Gumboro Disease by J. S. Musaili, I. Chepkwony, W. N. Mutuku

“…The basic reproduction number Rog is derived, and the dynamical behaviors of both the disease-free equilibrium (DFE) and endemic equilibrium are analyzed using the ordinary differential equation theory. …”
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Sobres perspectives - La sobriété à l’assaut du droit by Valentin Baudouin

“…Defined as an expression of temperance, in opposition to intemperance, or of measure against excess, sufficiency is a virtue of limitation which refers to the foundations of law understood as the set of rules for regulating the behaviors in society. Today, the lexical field of sufficiency is growing in French law and it is important to pay attention to the rise of legislative provisions to curb the immoderation and excesses that are at the root of the ecological crisis. …”
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Toolkit for Implementing a Community-Based “IMBY” Safety Event by Carol Lehtola, Charles Brown

“…The goal of the IMBY activity — as in any educational effort — is to change people’s behaviors. This document is CIR 1438, one of a series of Florida AgSafe, a program in the Agricultural and Biological Engineering Department, Florida Cooperative Extension Service, Institute of Food and Agricultural Sciences (IFAS), University of Florida. …”
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Des contradictions au décrochage : récits de parcours en adaptation scolaire by Maryvonne Merri, Annie Dubeau

“…Participants from "behavioral difficulty" classes are characterized by a social critique of the exclusion and segmentation of school audiences.…”
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Entre rencontres et rendez-vous : stratégies marocaines de sexualité hors mariage by Matthew Carey

“…We found that in remote areas, the social environment and behaviors allow, sometimes encourage, intersexual encounters, but strongly oppose the possibility of romantic dates, while in the plains circumstances leave room for organizing rendezvous, but make it difficult for encounters to happen. …”
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