Multimodal deep learning for art behavior analysis and personalized teaching path generation by Yikun Li, Jie Shi

“…Abstract In the current era of continuous innovation in educational philosophy, the importance of art education for students ‘creativity, aesthetic ability, and all-round development has become increasingly prominent, with personalized education becoming a key trend. …”
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Research on Hybrid Collaborative Development Model Based on Multi-Dimensional Behavioral Information by Shuanliang Gao, Wei Liao, Tao Shu, Zhuoning Zhao, Yaqiang Wang

“…This paper aims to propose a hybrid collaborative development model based on multi-dimensional behavioral information (HCDMB) to deal with systemic problems in modern software engineering, such as the low efficiency of cross-stage collaboration, the fragmentation of the intelligent tool chain, and the imperfect human–machine collaboration mechanism. …”
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Customized Generative Adversarial Imitation Learning for Driving Behavior Modeling in Traffic Simulation by Zhongyuan Zhu, Zhuoxuan Jiang, Xuefeng Zhang, Jifu Guo, Kai Xian, Tianyang Zhang, Jiawei Ren

“…Driving behavior modeling is a crucial yet challenging task in the development of traffic simulation systems. …”
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Explaining consumers’ channel-switching behavior in the post-COVID-19 pandemic era by Anh Tram Nguyen Tran, Uyen Hoang Dinh Nguyen, Vu Minh Ngo, Huan Huu Nguyen

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Electrochemical and structural behavior of poly(3-methylthiophene) at different interfaces: Synthesis and characterization by Leandro Rodrigues Koenig, Mayara Masae Kubota, Henrique de Santana

“…Recent advances in poly(3-alkylthiophenes) (P3ATs) research have facilitated application of these materials in advanced organic devices in which charge transport and energy storage properties are required, owing to their ability to stabilize oxidized structures in their polymer chains. …”
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A strategy for recovering continuous behavioral telemetry data from Pacific walruses by Anthony Fischbach, Chadwick V. Jay

“…Data collected by these tags from Pacific walruses across their range during 2007–2015 demonstrated the consistency of foraging behavior collected by this strategy with data collected by data logging tags; and demonstrated the ability to collect geospatial behavioral chronologies with minimal missing data where recovery of data logging tags is precluded. …”
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Diclofenac sodium effects on spontaneous behavioral activity of rats with osteoarthritis and concomitant hypothyroidism by D. S. Nosivets, V. Yo. Mamchur, V. I. Opryshko

“…The aim of the study – to investigate the effect of diclofenac sodium on the spontaneous behavioral activity of rats in conditions of osteoarthritis with concomitant hypothyroidism. …”
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Evaluation of unsupervised learning algorithms for the classification of behavior from pose estimation data by Jakub Mlost, Rame Dawli, Xuan Liu, Ana Rita Costa, Iskra Pollak Dorocic

“…This study compares four recent unsupervised learning algorithms—B-SOiD, BFA, VAME, and Keypoint-MoSeq—analyzing their methodological approaches, clustering efficiency, and ability to produce meaningful behavioral classifications. …”
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PB-STR: A spatiotemporal transformer network for multi-behavior recognition of pigs by Yufan Hu, Xiaobo Wang, Rui Mao, Yusen Guo, Xianyao Zhu, Meili Wang

“…Pig behavior is a reliable indicator of health status, accurate recognition is vital for effective health surveillance and management. …”
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Characteristics of multi-industry sludge biochar and behavior of advanced treatment of industrial wastewater by CHEN Wenchao, LI Yongchao, YANG Xinmin, LIU Jiahao, SHAN Shengdao

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Flexural Behavior of the Innovative CA-UHPC Slabs with High and Low Reinforcement Ratios by Yu Feng, Jianan Qi, Jingquan Wang, Jiaping Liu, Jianzhong Liu

“…This paper presents an experimental study on the flexural behavior of an innovative CA-UHPC (ultrahigh-performance concrete containing coarse aggregate) slab with high and low reinforcement ratios. …”
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Clinical Hypnosis and Cognitive Behavioral Therapy for Hot Flashes: A Scoping Review by Vanessa Muñiz, Victor Julian Padilla, Cameron T. Alldredge, Gary Elkins

“…Recommended psychotherapies for managing hot flashes include cognitive behavioral therapy (CBT) and clinical hypnosis, but an in-depth review comparing the efficacy of both treatments is warranted. …”
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The Relationship of Health Literacy and Adherence to Self-care Behaviors in Patients With Metabolic Syndrome by Reza Zahedi, Mojgan Baghaei, Mohammad Reza Yeganehfarzand, Ehsan Kazemnezhad Leili

“…Their total health literacy had only a significant relationship with self-care behaviors related to losing weight (P=0.0001). On the whole, regression test analyses confirmed the predicting ability of decision making and health literacy behaviors in adherence to medication (β=0.006; 95%CI=1.269-2.948; P=0.001), diet (β=1.525; 95%CI=2.108-10.006; P=0.001), smoking (β=1.244; 95%CI=1.814-6.632; P=0.001), and weight control (β=0.931; 95%CI=1.458-4.415; P=0.001). …”
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DMSA-Net: a deformable multiscale adaptive classroom behavior recognition network by Chunyu Dong, Jing Liu, Shenglong Xie

“…Moreover, there are occlusions and scale differences in the front and back rankings, which can easily cause confusion and interference with target features in the detection process, greatly limiting the accurate recognition ability of existing visual algorithms for classroom behavior. …”
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Drugs of abuse drive neurotransmitter plasticity that alters behavior: implications for mental health by Marta Pratelli, Marta Pratelli, Nicholas C. Spitzer, Nicholas C. Spitzer

“…Changes in the transmitter neurons express can generate changes in animal behavior. The ability of neurons to express multiple transmitters and/or switch them in response to environmental stimuli likely evolved to provide flexibility and complexity to neuronal circuit function in an ever-changing environment. …”
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Consumer attitudes and behavior towards organic products: Evidence from the Lithuanian market by Lina Pilelienė, Vilma Tamulienė

“…Implications for theory and practice: The research results enable the ability to compose a clear framework of Lithuanian consumer attitudes and behavior towards organic products. …”
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A model of consumer buying behavior in relation to eco-intelligent products in catering by Darya G. Legeza, Thomas A. Brunner, Yukilay K. Kerimova, Tatyana V. Kulish, Anastasia S. Konovalenko

“…The aim of the article is to analyze various types of customer behavior using an example of a local catering company that offers eco-intelligent food. …”
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Behavior of unconfined steel-fiber reinforced UHPC post high-temperature exposure by Sohit Agrawal, Erika Yulianti, Mugahed Amran, Chung-Chan Hung

“…While many studies have focused on thermal effects such as explosive spalling and the compressive and flexural properties of UHPC, there is limited research on its residual uniaxial tensile behavior. Moreover, variations in the heating rates adopted across different studies further complicate the ability to formulate broad, generalizable conclusions. …”
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Impaired cognitive flexibility in schizophrenia: A systematic review of behavioral and neurobiological findings by Philipp Aumer, Geva A. Brandt, Dusan Hirjak, Florian Bähner

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Evaluation of the In Vitro Behavior of Electrochemically Deposited Plate-like Crystal Hydroxyapatite Coatings by Cosmin M. Cotrut, Alexandru Blidisel, Diana M. Vranceanu, Alina Vladescu (Dragomir), Elena Ungureanu, Iulian Pana, Mihaela Dinu, Catalin Vitelaru, Anca C. Parau, Vasile Pruna, Mihai S. Magurean, Irina Titorencu

“…In terms of biomineralization and electrochemical behavior, it was shown that the HAp coatings have significantly enhanced the titanium properties. …”
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