Analysis of College Students’ Consumption Behavior Data Based on Fractional-Order Firefly Optimization Clustering Algorithm by Xiang Meng, Qi He, Yanhua Dong, Hongyu Sun

“…Data mining-based student consumption behavior analysis is an important part of smart campus construction, which could find students’ eating patterns and consumption levels. …”
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Designing transit routes based on vehicle routing behavior determined through location-based services data by Yuhan Tang, Abdullah Alhadlaq, Alben Rome Bagabaldo, Marta C. Gonzalez

“…This rich dataset is combined with GTFS data to analyze vehicle routing behavior and identify transit supply gaps. …”
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A study on in-depth perception of customer behavior in digital business halls based on multimodal data integration by Wei Cui, Bo Chen, Wei Ge

“…Using naive Bayes classification method, customer behavior is classified into three categories based on the characteristics of multimodal data: basic information, behavioral information, and service information. …”
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Movement behaviors and cardiorespiratory fitness – a cross-sectional compositional data analysis among German adults by Alexander Roosz, Martin Bahls, Sabina Ulbricht, Antje Ullrich, Anne Obst, Beate Stubbe, Ralf Ewert, Sabine Kaczmarek, Till Ittermann, Marcus Dörr, Lisa Voigt

“…Linear regression models applying compositional data analysis were used to examine associations of proportions of movement behaviors (exposure) with parameters derived during cardiopulmonary exercise testing (outcome) normalized for body weight and stratified by sex. …”
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From digital traces to public vaccination behaviors: leveraging large language models for big data classification by Yoo Jung Oh, Muhammad Ehab Rasul, Emily McKinley, Christopher Calabrese

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Method for Preprocessing Video Data for Training Deep-Learning Models for Identifying Behavioral Events in Bio-Objects by Marina Barulina, Alexander Andreev, Ilya Kovalenko, Ilya Barmin, Eduard Titov, Danil Kirillov

“…This article proposes a method for preprocessing data to identify the behavior of a bio-object, a clear example of which is experiments on laboratory animals with the collection of video data. …”
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RESEARCH TECHNIQUE OF UNMANNED AERIAL VEHICLE DYNAMIC BEHAVIOR IN GROUND CONDITIONS WITH ACCOUNT OF FLIGHT EXPERIMENT DATA by V. N. Akimov, D. N. Ivanov, S. G. Parafes'

“…The authors of this article propose a research technique of unmanned aerial vehicle (UAV) dynamic behavior in ground conditions with account of flight experiment data. …”
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Clustering analysis of vehicle traveling and parking behavior based on license plate recognition data: Suzhou case by Kexin Wang, Xiang Wang, Xiangxi Liu, Yutong Wang

“…With the advent of big data technology and intelligent transportation systems, accurately identifying traffic demands and profiling traveler behavior has become practical. …”
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Behavioral Markers in Older Adults During COVID-19 Confinement: Secondary Analysis of In-Home Sensor Data by Knoo Lee, Noah Marchal, Erin L Robinson, Kimberly R Powell

“…We compared features derived from sensors for approximately one month before the COVID-19 outbreak (January 14, 2020-February 13, 2020) and one month after the onset of the pandemic (March 14, 2020-April 13, 2020). We used descriptive statistics and paired-sample t ResultsSensor data from 64 older adults were analyzed, the majority identifying as female (n=51, 80%), aged >76 years (n=58, 92%), and living alone (n=50, 78%). …”
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DIABETES RISK AND ASSOCIATIONS WITH DEMOGRAPHIC AND BEHAVIORAL FACTORS IN RUSSIAN POPULATION: DATA FROM THE ESSE-RF STUDY by S.  E. Evstifeeva, S. А. Shalnova, А. D. Deev, О. А. Belova, Yu. I. Grinshtein, D. V. Duplyakov, А. Yu. Efanov, Yu. V. Zhernakova, Е. V. Indukaeva, N. V. Kulakova, R. А. Libis, S. V. Nedogoda, О. P. Rotar, G. V. Tolparov, I. А. Trubacheva, Т. М. Chernykh, А. А. Shabunova, S. А. Boytsov

“…To evaluate 10-year risk of potential development of type 2 diabetes (DM) in Russian population with the FINDRISC score, and to assess its associations with social, demographic and behavioral factors by the data from epidemiological study ESSE-RF. …”
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Sheltering in place: unveiling how urban park characteristics shaped visiting patterns during the pandemic using machine learning by Dawon Oh, In Kwon Park

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Responsible use of population neuroscience data: Towards standards of accountability and integrity by Sandra A. Brown, Hugh Garavan, Terry L. Jernigan, Susan F. Tapert, Rebekah S. Huber, Daniel Lopez, Traci Murray, Gayathri Dowling, Elizabeth A. Hoffman, Lucina Q. Uddin

“…ABCD data are already widely used with over 1000 publications and twice as many citations per year as expected (relative citation index based on year, field and journal). …”
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Observing grazing patterns with collar-mounted accelerometers and spatial data by Kilian Obermeyer, Kilian Obermeyer, Manfred Kayser, Manfred Kayser, Johannes Isselstein, Johannes Isselstein

“…In pasture-based dairy farming, animal behavior data can improve data-driven pasture management. …”
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Identifying Driver Behavior in Preturning Maneuvers Using In-Vehicle CANbus Signals by M. Zardosht, S. S. Beauchemin, M. A. Bauer

“…Our objective in this contribution is to categorize driver behavior in terms of preturning maneuvers. We analyze driving behavior in an urban environment prior to turns using data obtained from the CANbus of an instrumented vehicle during a one-hour driving period for 12 different individuals. …”
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Binary Classification of Customer’s Online Purchasing Behavior Using Machine Learning by Ahmad Aldelemy, Raed A. Abd-Alhameed

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AI Product Factors and Pro-Environmental Behavior: An Integrated Model with Hybrid Analytical Approaches by Chi-Horng Liao

“…Based on three theories—the Technology Acceptance Model (TAM), the Unified Theory of Acceptance and Use of Technology (UTAUT), and Responsible Environmental Behavior (REB)—the present study proposes a model of AI product factors and pro-environmental behavior. …”
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THE RELATIONSHIP BETWEEN BEHAVIOR OF USING REPEATED COOKING OILS AND RECURRENCE OF HYPERTENSION by Mella Novika Sari, Dhian Luluh Rohmawati

“…The sampling technique was carried out by purposive sampling with a sample size of 82 respondents. Collecting data using a questionnaire instrument with data processing using the T-score and Chi Square statistical test. …”
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Evaluation of the ratcheting behavior of Cr-Mo steel used in CNG tank by Karim Aliakbari, Shahab Kamel Abbasnia, Mahmoud Shariati

“…In this paper, the ratcheting behavior of 25CrMo4 steel used in constructing of a CNG tank was investigated numerically. …”
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Drug use and sexual behaviors among women who inject drugs and use a syringe services program; Miami, Florida by Belén Hervera, Teresa A. Chueng, Joy Scheidell, Katrina Ciraldo, Sabrina Soto Sugar, Marina Plesons, Hansel E. Tookes, David P. Serota, Raymond R. Balise, Noby Nakamuro, Shelby Meaders, David W. Forrest, Tyler S. Bartholomew

“…In bivariate analyses, we used chi-square tests to describe differences in sociodemographic, injection drug use (IDU) and sexual behaviors, and infectious disease prevalence between men and women. …”
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Classification of disciplinary practices for controlling children's behavior using cluster analysis by Teacher Zainab Yousif Dawood ALassfor*

“…       The statistical method known as cluster analysis was used to classify a group of observations according to the types of disciplinary behaviors provided by parents and educational caregivers practiced on children according to the economic, social and demographic characteristics of the family. …”
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