Pansharpening Techniques: Optimizing the Loss Function for Convolutional Neural Networks by Rocco Restaino

“…The learning phase can either rely on a companion problem where ground truth is available, such as by reproducing the task at a lower scale or using a pretext task, or it can use a reference-free cost function. …”
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Relationship Between Balance and Attentional Function in Deaf and Healthy People by Aida Asariha, Elaheh Azadian

“…Methods: Participants were 39 deaf students and 40 normal hearing students (controls) recruited from exceptional schools in Hamedan, Iran. Their cognitive function was measured by Flanker task, continuous performance test and Stroop Task. …”
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Dynamic functional connectivity associated with prospective memory success in children by Teruo Hashimoto, Susumu Yokota, Satoshi Umeda, Ryuta Kawashima

“…An executive function like task switching has been associated with the success of prospective memory (PM) in children, but the neural mechanism of PM in children has not been investigated. …”
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Detecting cognitive motor dissociation by functional near-infrared spectroscopy by Yan Wang, Yan Wang, Yan Wang, Wentao Zeng, Wentao Zeng, Wentao Zeng, Leyao Zou, Leyao Zou, Leyao Zou, Qijun Wang, Bingkai Ren, Bingkai Ren, Bingkai Ren, Qi Xiong, Yang Bai, Yang Bai, Yang Bai, Zhen Feng, Zhen Feng, Zhen Feng

“…BackgroundBehavioral assessment based on external manifestations of consciousness fails for patients with cognitive motor dissociation (CMD). Functional near-infrared spectroscopy (fNIRS) is an emerging neuroimaging technique that can detect internal brain functional activities. …”
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A Novel Synchronization-Based Approach for Functional Connectivity Analysis by Angela Lombardi, Sabina Tangaro, Roberto Bellotti, Alessandro Bertolino, Giuseppe Blasi, Giulio Pergola, Paolo Taurisano, Cataldo Guaragnella

“…A synchronization metric is extracted from the CRP to assess the coupling behavior of the time series. Since the functional communities of a healthy population are expected to be highly consistent for the same task, we defined functional networks of task-related fMRI data of a cohort of healthy subjects and applied a modularity algorithm in order to determine the community structures of the networks. …”
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On assessing the sustainability of functioning of microparametric cyber risk insurance facilities by V. A. Voevodin

“…The novelty of the proposed approach is that for cyber risk assessment, a function of the object of assessment was performed, which was formed on the basis of the functions of individual elements of the evaluation object, taking into account its structure and available resources for maintaining functionality. …”
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Chromosome-segment scanning for gain- or loss-of-function screening (CHASING) by Yan Xia, Lichao Sun, Zeyu Liang, Zhongrao Han, Jing Li, Pengyu Dong, Yi-Xin Huo, Shuyuan Guo

“…Summary: Identifying beneficial or functional mutations for a specific species is a task always relies on the labor-intensive construction of a library containing thousands of single-gene knockout or interference strains. …”
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Pre-service mathematics teachers’ nature of understanding of the tangent function by Priestly Malambo

“…The interviews allowed participants to elucidate their answers to the initial task. Content analysis of the transcripts corroborated the earlier finding as the interviewees could not coherently explain the tangent function, and failed to justify their reasoning. …”
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The role of the compliance function in the internal control system of credit institutions by S. A. Masterova

“…In modern Russia the compliance function every day increases its importance. According to the last changes in the legislation, the main functional task of service of internal control in credit institutions - management of compliance risks. …”
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Functional connectivity profiles of amygdala subregions in posttraumatic stress disorder by Elizabeth M. Haris, Richard A. Bryant, Kim L. Felmingham, Leanne M. Williams, Mayuresh S. Korgaonkar

“…Task-derived intrinsic functional magnetic resonance imaging (rs-fMRI) data for 64 non-trauma-exposed controls (NEC) and 65 individuals with PTSD were analyzed. …”
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Functional MRI study on anxiety-enhanced temporomandibular joint pain by SUN Yidan, YANG Xin

“…Objective·To detect the active brain regions in patients experiencing pain associated with temporomandibular disorder under anxiety emotion stimulation by using functional magnetic resonance imaging (fMRI).Methods·A total of 30 temporomandibular disorder patients with spontaneous pain were included, who visited the Department of Stomatology, Xinhua Hospital, Shanghai Jiao Tong University School of Medicine, from November 2021 to September 2023. …”
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Method of restoring multivariable Boolean function from its derivative by Alexander V. Mazurenko, Nadezhda S. Mogilevskaya

“…The task of restoring a Boolean function from its derivative which is called a Boolean function integration problem is considered. …”
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The Pragmatic Functions of the Idiomatic Expression Yalla in Jordanian Spoken Arabic by Джихад Хамдан, Діна Хаммоурі

“…They were divided into three groups; 14 participants gave the data in the mini questionnaire stage which was used to guide and inform proper data collection, 86 completed the extended data collection questionnaire and 45 undertook the acceptability agreement/ judgment task. Results. The study reveals that Yalla conveys 23 pragmatic functions: showing approval / acceptance, signaling the start of an action, spreading enthusiasm, suggesting, commanding/ ordering someone, expediting/ urging, expressing surrender or submission, announcing the onset of a new stage, requesting approval, rest assuring, prompting someone to act in line with an established routine, advising coupled with warning, asking for patience/calming someone down, encouraging/ cheering, drawing attention, reminding, wishing, stimulating, underestimating the importance of a complaint, ridiculing/ mocking, expressing comfort, showing emphasis in addition to showing anger and boredom. …”
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DySCo: A general framework for dynamic functional connectivity. by Giuseppe de Alteriis, Oliver Sherwood, Alessandro Ciaramella, Robert Leech, Joana Cabral, Federico E Turkheimer, Paul Expert

“…A crucial challenge in neuroscience involves characterising brain dynamics from high-dimensional brain recordings. Dynamic Functional Connectivity (dFC) is an analysis paradigm that aims to address this challenge. dFC consists of a time-varying matrix (dFC matrix) expressing how pairwise interactions across brain areas change over time. …”
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Construction of an Entropy Estimator with a Special Metrics and an Arbitrary Function by N. E. Timofeeva

“…The proposed function is not monotone, so the task of optimizing the average deviation which is a quadratic optimization problem, is solved in the whole space and not on the simplex. …”
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Skin Microbiome Composition and Key Factors of its Barrier Function by Nikolay N. Murashkin, Ekaterina S. Pavlova, Roman V. Epishev, Alexander I. Materikin, Roman A. Ivanov, Alena A. Savelova, Dmitriy V. Fedorov, Maria A. Leonova

“…There are various mechanisms for restoring skin barrier function. They are associated with the microorganisms’ activity. …”
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The Interplay Between Loss Functions and Structural Constraints in Dependency Parsing by Robin Kurtz, Marco Kuhlmann

“…We show how structural constraints can make networks trained under this loss function diverge and propose a modified loss function that solves this problem. …”
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The Edinburgh human metabolic network reconstruction and its functional analysis by Hongwu Ma, Anatoly Sorokin, Alexander Mazein, Alex Selkov, Evgeni Selkov, Oleg Demin, Igor Goryanin

“…The network contains nearly 3000 metabolic reactions, which were reorganized into about 70 human‐specific metabolic pathways according to their functional relationships. By analysis of the functional connectivity of the metabolites in the network, the bow‐tie structure, which was found previously by structure analysis, is reconfirmed. …”
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DETERMINATED SIGNALS MATHEMATICAL MODELS ON THE BASIS OF PRIMITIVE FUNCTION SYSTEMS by V. N. Isakov

“…The examples of the results obtained using the programs above mentioned as well as Signals Library module graphical presentation have been represented in the article .A matter of choice of this or that functions system can be determined by specifics of the task to be solved.…”
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Cross-functional Business Processes as a new research object by E. I. Gordeeva

“…Academicians and practitioners develop proposals for creating a cross-functional team of employees within the company to eliminate such barriers. …”
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