Search Results - data processing methods

VJDNet: A Simple Variational Joint Discrimination Network for Cross-Image Hyperspectral Anomaly Detection by Shiqi Wu, Xiangrong Zhang, Guanchun Wang, Puhua Chen, Jing Gu, Xina Cheng, Licheng Jiao

“…However, the existing approaches may require additional supervised information or stacking of networks to improve model performance, which may impose high demands on data or hardware in practical applications. In this paper, a simple and lightweight unsupervised cross-image HAD method called Variational Joint Discrimination Network (VJDNet) is proposed. …”
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VPA Enhances Pulp Regeneration by Regulating LPS-Induced Human Dental Pulp Stem Cells Odontogenic Differentiation by Zhihua Wang, Minghao Wang, Zhirong Luo, Yi Fu, Xiaomiao Zhu, Dongyu Li, Wenkai Jiang, Xiaogang Cheng, Chengxiong Cai, Xiaoru Zhu, Paul R. Cooper, Shengchao Wang, Wenxi He

“…Clinical Relevance: These data demonstrate that VPA is a highly effective pharmacological candidate for dental pulp maintenance and regeneration, highlighting its clinical significance in restorative dentistry.…”
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GlassBoost: A Lightweight and Explainable Classification Framework for Tabular Datasets by Ehsan Namjoo, Alison N. O’Connor, Jim Buckley, Conor Ryan

“…This paper introduces a novel XAI system designed for classification tasks on tabular data, which offers a balance between performance and interpretability. …”
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Chronobiological approach to study the physiological activity of <i>Candida</i> species by M. V. Nikolenko, N. V. Baryshnikova, O. I. Malishevskaya, E. M. Vaseva

“…In order to determine the periodicity of the parameters studied, the data was statistically processed by Student’s t-test, using Mann–Whitney criteria and nonparametric method of least square method.It was found out that biofilming activity during 24 hours (р &lt; 0.05) of fungi exists and that all species have many principles in common. …”
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The Roles of Transcrustal Magma- and Fluid-Conducting Faults in the Formation of Mineral Deposits by Farida Issatayeva, Auez Abetov, Gulzada Umirova, Aigerim Abdullina, Zhanibek Mustafin, Oleksii Karpenko

“…Detection of TCMFCFs was carried out using MMSS (the method of microseismic sounding) and MTSM (the magnetotelluric sounding method), in combination with other geological and geophysical data. …”
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Star photometry with all-sky cameras to retrieve aerosol optical depth at nighttime by R. Román, R. Román, D. González-Fernández, D. González-Fernández, J. C. Antuña-Sánchez, J. C. Antuña-Sánchez, C. Herrero del Barrio, C. Herrero del Barrio, S. Herrero-Anta, S. Herrero-Anta, Á. Barreto, Á. Barreto, V. E. Cachorro, V. E. Cachorro, L. Doppler, R. González, R. González, C. Ritter, C. Ritter, D. Mateos, D. Mateos, N. Kouremeti, G. Copes, A. Calle, A. Calle, M. J. Granados-Muñoz, M. J. Granados-Muñoz, C. Toledano, C. Toledano, Á. M. de Frutos, Á. M. de Frutos

“…<p>The lack of aerosol optical depth (AOD) data at night can be partially addressed through Moon photometer measurements or fully covered with star photometer observations. …”
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Changes of coastline and tidal flat and its implication for ecological protection under human activities: Take China’s Bohai Bay as an example by Yong Li, Ming-zheng Wen, Heng Yu, Peng Yang, Fei-cui Wang, Fu Wang

“…The models used in this paper show a high correlation coefficient between observed and modeling data, which means that this method can be used to predict the changing trend of shoreline and tidal flat. …”
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Linking Education, Culture and Community: A Proposal for an Intercultural Educational Triad by Gerardo Fuentes-Vilugrón, Eduardo Sandoval-Obando, Daniella Landeros-Guzmán, Lorena Elizabeth Pérez-Quinteros, Carlos Arriagada-Hernández, Felipe Caamaño-Navarrete, Paulo Etchegaray-Pezo, Pablo del Val Martín, Lorena Jara-Tomckowiack, Gerardo Muñoz-Troncoso, Flavio Muñoz-Troncoso

“…The study used a semi-structured interview script to collect data, and in the analysis plan the Grounded Theory (GT) was used, to conceptualize the emerging patterns in categorized concepts and theories. …”
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THE TRANSFORMATION OF RUKYAH AL-HILAL: INTEGRATING DIGITAL IMAGING TECHNOLOGY IN ISLAMIC MOON SIGHTING PRACTICES by Muhammad Rasywan Syarif, Sakirman, Abdul Syatar, Nur Lela

“… Rukyah is a method used to ascertain the start of the Islamic month by observing the sight of the new moon. …”
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How negative life events affect emotional eating in Chinese adolescents: moderated mediation model by Rong Tan, Tao Huang, Yiru Li, Yuhe Zhang, Xijin Li, Xuanxuan Lin, Zhenjiang Liao, Qiuping Huang

“…Data were analyzed using SPSS 25.0 (IBM Corp., Armonk, New York, USA)and PROCESS macro for mediation/moderation effects. …”
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DEVELOPMENT OF A MODEL FOR THE DYNAMICS OF PROBABILITIES OF STATES OF SEMI-MARKOV SYSTEMS by Lev Raskin, Oksana Sira, Larysa Sukhomlyn, Roman Korsun

“…Method. The traditional method for analyzing semi-Markov systems is limited to obtaining a stationary distribution of the probabilities of its states, which does not solve the problem. …”
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The role of tension-compression stress on TRIP and TWIP effects in a 201LN austenitic stainless steel by Diogo Pedrino Braga, Danielle Cristina Camilo Magalhães, José Benaque Rubert, Hossein Beladi, Carlos Alberto Della Rovere, Andrea Madeira Kliauga

“…Understanding the different behavior of these materials in distinct loads is crucial in guiding forming processes. In this work, through a comparison of experimental data from tensile and compression tests, hardness tests, Finite Element Method (FEM) simulations, X-Ray Diffraction (XRD) and Electron Backscatter Diffraction (EBSD) analyses, the influence of crystallographic orientation and friction on the anisotropy of an AISI 201LN ASS was evaluated. …”
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Occupational Risks in a Brazilian Aluminum Forming Industry: Risk Analysis and Work Environment by Maressa Fontana Mezoni, Antonio Augusto de Paula Xavier, Sheila Regina Oro, Sergio Luiz Ribas Pessa, Maiquiel Schmidt de Oliveira, Vilmar Steffen

“…Data on work accidents reflect the incidence of harm to workers’ health and occupational diseases, supported by studies that indicate the influence of length of service on service, age, and dominant skills as contributing factors to occupational accidents. …”
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Perencanaan Strategis Sistem Informasi dan Teknologi Informasi pada Dinas Perindustrian dan Tenaga Kerja Kota Salatiga by Yunita Utami, Adi Nugroho, Agustinus Fritz Wijaya

“…SI/TI in Dispernaker in its used has not be maximzed yet ,because the use of SI/IT in the Dispernaker has not been maximal. This matter causing data in the  dispernaker not well structured. This problem Happen because of random Datas. …”
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Differential Association Between Default Mode Network Connectivity and Attachment Styles in Healthy Individuals and Crohn's Disease Patients by Alessandro Agostini, Sara Ventura, Silvia Tempia Valenta, Fernando Rizzello, Paolo Gionchetti, Francesca Benuzzi, Nicola Filippini

“…Concerning the resting fMRI data, we identified two opposite trajectories for the association between two ASQ subscales reflecting attachment insecurity and the default mode network (DMN) connectivity between the two study groups. …”
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THE POTENTIAL EFFECT OF AVOCADO SEED EXTRACT (PERSEA AMERICANA) AS A CORROSION INHIBITOR ON SURFACE CHARACTERISTIC OF ORTHODONTIC WIRES by Leliana Sandra Devi, Rina Sutjiati, Dwi Prijatmoko, Herniyati, Rudy Joelijanto, Vanda Ramadhani

“…A TR 220 surface roughness tester (ΔRa) was used to evaluate surface characteristic. The data was analyzed using the one-way ANOVA test followed by post hoc LSD test with a significance value of p-value < 0.05. …”
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Effects of melatonin and palmitic acid on the wax content of mango leaf epidermis by WU Jingbo, HUANG Yuyu, WU Xiao, WANG Peng, GU Chao, YIN Hao, QI Kaijie, ZHAN Rulin, ZHANG Shaoling

“…The wax content and chemical composition of mango leaf epidermis were analyzed and determined by gas chromatography-mass spectrometry (GC-MS), and statistical data were analyzed to investigate the influence of exogenous reagents on the wax of leaf epidermis. …”
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Vertical transmission of Dengue virus type-3 and metagenomic virome profiles of Aedes aegypti mosquitoes collected in Kisumu, Kenya. by Tabitha Wanjiru, Wallace Bulimo, Solomon Langat, Johnson Kinyua, Nicholas Odemba, Santos Yalwala, David Oullo, Richard Ochieng, Francis Ngere, Gladys Kerich, Janet Ambale, Eunice Achieng, David Abuom, Timothy Egbo, Jaree Johnson, Elly Ojwang, John Eads, Eric Garges, Fredrick Eyase

“…RNA extraction, library preparation, and Illumina MiSeq sequencing were performed on CPE positive pools and metagenomic superpools. Initial data analysis was conducted using the CZ-ID platform, with quality control applied using PrinseqLite v0.20.4 to filter low-quality reads and remove adapters. …”
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Some effects of a modern university educational environment informatization by T. N. Noskova, T. B. Pavlova, O. V. Yakovleva

“…The paper analyzes the effects that occur in the process of the educational environment informatization. …”
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Fractional-Order SEIQRDP Model for Simulating the Dynamics of COVID-19 Epidemic by Mohamed A. Bahloul, Abderrazak Chahid, Taous-Meriem Laleg-Kirati

“…In fact, due to its non-locality properties, a fractional-order operator takes into consideration the variables&#x2019; memory effect, and hence, it takes into account the sub-diffusion process of confirmed and recovered cases. <italic>Results&#x2013;</italic>The validation of the studied fractional-order model using real COVID-19 data for different regions in China, Italy, and France show the potential of the proposed paradigm in predicting and understanding the pandemic dynamic. …”
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