Improving Data Integrity in Samples Obtained From Web-Based Recruitment: Protocol for the Development of a Novel System for Assessing Participant Authenticity in a Remote Longitudi... by Chavez R Rodriguez, Maya Campbell, Erin E Bonar, Jason E Goldstick, Maureen A Walton, Lewei A Lin, Lara N Coughlin

“…However, in some cases, it can be particularly difficult to authenticate participants recruited remotely, which, unless adequately addressed, may pose a threat to data integrity and validity. ObjectiveThis protocol aims to outline authenticity concerns encountered via remote recruitment for a longitudinal cohort study of adults reporting polysubstance use. …”
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An Investigation on Users’ Perceptions of Open Government Data in Qatar by Rima Charbaji El-Kassem, Ali Al-Kubaisi

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Data–driven Approach for Extracting Steady–state Data from Unsteady–state Flow Stress without Material Modeling by Ota Eiichi, Fujimura Minami, Sato Yasumoto

“…To overcome these challenges, we propose a simple method for directly extracting steady–state data by interpolating unsteady–state data using a machine learning method without material modeling. …”
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Alternative teaching behaviour management strategies for children with autism: An Approach based on functional behavioral assessment by Sukinah Sukinah, Dewi Barotut Taqiyah

“…This study aimed to investigate effective behavior management strategies for children on the autism spectrum using a Functional Behavioral Assessment (FBA) approach. …”
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LSTM-based lane change prediction using Waymo open motion dataset: The role of vehicle operating space by Xing Fu, Jun Liu, Zhitong Huang, Alex Hainen, Asad J. Khattak

“…The test results show that including VOS into modeling can speed up the loss decay in the training process and lead to higher accuracy and recall for predicting lane-change behaviors. This study offers an example along with a methodological framework for transportation researchers to use emerging autonomous driving data to investigate driving behaviors and traffic environments.…”
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Identifying Public Transit Commuters Based on Both the Smartcard Data and Survey Data: A Case Study in Xiamen, China by Shichao Sun, Dongyuan Yang

“…Smartcard data, with its wide coverage and relative abundance, could provide new opportunities to study public transit riders’ behaviors and travel patterns with much less cost than conventional data source. …”
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Dynamic interactions between spatial change and travel behavior variation in old town fringe by Wenzhu Zhou, Qiao Li, Zhibin Li, Nan Wang, Qi Wang

“…Old town fringe area is changing in its spatial features, and these changes correspondingly result in variations in travel behaviors. Taking the spatial characteristics and travel behavior data of the Nanjing Old Town Fringe (OTF) area in 2010 and 2015 as an example, we conducted a comparative study for two years. …”
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Active travel in the university setting: Assessing the effects of social behavior, socioeconomics, and spatial location by Isabel Cunha, Catarina Cadima

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Cryptocurrency trading and its relationship with other addictions among healthcare professionals in Türkiye by Ece Mumcu, Osman Hasan Tahsin Kılıç, Aysel Başer

“…This study aims to examine the relationship between cryptocurrency trading behavior and GD, high-risk substance use, high-risk alcohol use, and tobacco dependence among healthcare professionals in Türkiye. …”
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Digital Behavior Change Interventions to Promote Physical Activity and Reduce Sedentary Behavior Among Survivors of Breast Cancer: Systematic Review and Meta-Analysis of Randomized... by Xiaoyan Zhang, Jiaxin Fang, Yufang Hao, Dan Yang, Jiayin Luo, Xin Li

“…Study quality was assessed using the Cochrane Risk-of-Bias tool. Data synthesis was conducted via Review Manager. …”
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Non-convex optimization with using positive-negative moment estimation and its application for skin cancer recognition with a neural network by P.A. Lyakhov, U.A. Lyakhova, R.I. Abdulkadirov

“…The main problem of using standard optimization methods is the need to change all parameters in same-size steps, regardless of the behavior of the gradient. …”
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Development of technology for controlling access to digital portals and platforms based on estimates of user reaction time built into the interface by S. G. Magomedov, P. V. Kolyasnikov, E. V. Nikulchev

“…The paper addresses the development of technology for controlling access to digital portals and platforms based on assessments of personal characteristics of user behavior built into the interface. In distributed digital platforms and portals using personal data, big data is collected and processed using specialized applications using computer networks. …”
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Data-based insights into the usage of micromobility sharing by I. Trautwein, D. Ravlija, M. Sonntag

“…The data were clustered using different clustering configurations depending on the model used and the number of clusters. …”
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Semi-Automated Processing of Harmonized Accelerometer and GPS Data in R: <i>AGPSR</i> by Nathan Tintle, Jieqi Tu, Anna Luong, Shina Min, Kiarri N. Kershaw, Ulf G. Bronas

“…The use of sensors in mobility, health, and place research is rapidly increasing, with the promise of objective quantification of human behavior patterns and the ability to understand complex patterns of human behavior in ways that were previously impossible. …”
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Multivariate Time Series Anomaly Detection Using Working Memory Connections in Bi-Directional Long Short-Term Memory Autoencoder Network by Xianghua Ding, Jingnan Wang, Yiqi Liu, Uk Jung

“…“Normal” events are characterized as data patterns or behaviors that align with expected operational conditions, while “anomalies” are defined as deviations from these patterns, potentially signaling faults, errors, or unexpected system behaviors. …”
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Health Promotion Behaviors among Elderly in Nursing Home at Baghdad City by Mohammed F. Khalifa, Rida M. Lefta

“…Results: The findings of the present study indicate that most the elderly's' unable on practicing physical activity in nursing home residents The drug use domain is perfect for health promotion behaviors domains among elderly's' in nursing home residents, and demographic data no impact upon heath promotion behaviors. …”
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A Machine Learning Approach for User Behavior Analysis in Developing Websites by Aeesha Shaheen

“…This study uses back propagation method for analyze user behavior pattern and utilize information for enhancement website design, include preprocess user data, convert category page names to numbers, and normalization usage time values. …”
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Circadian rhythmicity and reinforcement processing: a dataset of MRI, fMRI, and behavioral measurements by Patrycja Scislewska, Michal Rafal Zareba, Julia Lengier, Aaron E. Schirmer, Piotr Bebas, Iwona Szatkowska

“…All files are organized in Brain Imaging Data Structure (BIDS) and openly available on OpenNeuro.org. …”
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Reconstructing mammalian sleep dynamics with data assimilation. by Madineh Sedigh-Sarvestani, Steven J Schiff, Bruce J Gluckman

“…It enables the user to take advantage of all available information including experimental measurements and short-term model forecasts of a system. Although data assimilation has been used to study other biological systems, the study of the sleep-wake regulatory network has yet to benefit from this toolset. …”
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Engineering young faculty's acceptance of real-time behavior measurement software by Luis Marquez-Carpintero, Francisco Gomez-Donoso, Miguel Cazorla

“…This research examines young engineering professors' perceptions of advanced monitoring technologies for improving student attention and engagement based on their gestures, hypothesizing significant enhancements in teachers' performance according to Extended Technology Acceptance Model (TAM2). Data were collected from 10% of the young engineering faculty members (under 40 years old) at a Spanish university (107 individuals) through a structured questionnaire examining perceptions of usefulness, ease of use, and anxiety. …”
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