Analyzing crises in global financial indices using Recurrent Neural Network based Autoencoder. by Mimusa Azim Mim, Md Kamrul Hasan Tuhin, Ashadun Nobi

“…To explore the network structure, we construct threshold networks based on the middle-layer weights for each year and examine key topological metrics, such as entropy, average clustering coefficient, and average shortest path length, providing new insights into the dynamic evolution of global stock market interconnections. Our method effectively captures the major financial crises. Our analysis indicates that interactions among American indices were significantly higher during the GFC in 2008 and the COVID-19 pandemic in 2020. …”
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ANALYZING THE IMPACT OF SOCIAL MEDIA INFLUENCERS ON CONSUMER BEHAVIOR: A COMPREHENSIVE LITERATURE REVIEW by Nicoleta ISAC

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Session topic mining for interactive text based on conversational content by Jie PENG, Yongge SHI, Shengbao GAO

“…Traditional theme mining model generally digs out the document theme from the interactive text only.In order to explore the session topic and improve the universality of mining model,a kind of interactive text session topic generation model based on the content of the dialogue was put forward.Firstly,by analyzing the characteristics of interactive text and based on the concept of topic tree,a dialog spanning tree was defined with a five-layer structure.Based on this and LDA,the model of session topic generation(ST-LDA)was built.At last,Gibbs sampling method was adopted to deduce the ST-LDA and obtaining session topic and its distribution probability.The results show that the ST-LDA model can dig out a session topic effectively from the interactive text.Besides,the results can reduce the complexity of the classification algorithm and can be back to the theme—participants association.It also has a good universality.…”
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Interactive affordance design strategy for nutrition labels of prepackaged foods by TAN Yuan-yuan, JIANG Peng-ru

“…<b>Methods:</b> Based on the two-tier result model of interactive availability and the empirical evidence of knowledge, this paper analyzes how the design can help the nutrition labels of prepackaged food to effectively convey information and improve the labels' value and its guidance role. …”
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IoT-Powered Mental Healthcare: Sleep State Analyzing and Monitoring Based on EEG Signals by Cong Thuan do, Nguyen Duy Khai, Tuan Dat Nguyen, Nguyen Tri Thanh, Pham Hoang Minh Chau, Anh Nam Le, Van Duc Nguyen, Trinh van Chien

“…In this paper, we propose an architecture for effectively building a mental healthcare system to analyze and monitor users&#x2019; sleep states, from which their mental health can be protected. …”
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Fostering Medical Education by Role Reversal and Analyzing If Pedagogy by Students Can Enhance Their Learning by Konakanchi Suresh, Hirok Chakraborty, R. Sindhu, A. V. Vinay, Swikruti Behera

“…Therefore, this study investigates the effectiveness of pedagogy competitions on learning outcomes and perceptions among medical undergraduates. …”
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Analyzing heat transfer in a horizontal geothermal heat exchanger using numerical methods by Naim Ben Ali, Karrar A. Hammoodi, Saman Aminian, Aman Sharma, Dheyaa J. Jasim, Ali I. Hameed, Rifaqat Ali, Husam Rajab, Mohsen Ahmed, Pooya Pasha, Seyyed Hassan Hashemi

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Analyzing water footprint and water resources sustainability in China’s arid Northwest with Bayesian network by Lingyun Zhang, Lingxiao Sun, Yang Yu, Xiaoyun Ding, Zengkun Guo, Ruide Yu

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The analysis of interactive furniture design system based on artificial intelligence by Xiaohong Jiang

“…First, the study analyzes human-computer interaction theories in IoT environments. …”
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Analyzing the correlation between psychological capital in community nurses and their stress management and job satisfaction by Mostafa Shaban, Marwa Mamdouh Shaban, Huda Hamdy Mohammed, Majed Awad Alanazi, Hend Reda Ali Elkest

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Refolding of Lysozyme Upon Interaction with ?-Cyclodextrin by G. Rezaei Behbehani

“…CD was employed as an anti-aggregation agent and the heats obtained for lysozyme+?CD interactions are reported and analyzed in terms of the extended solvation model. …”
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Dynamical interaction network in urban traffic by Shiyan Liu, Guanwen Zeng, Ruiqi Li, Linhan Guo, Daqing Li, Daqing Li

“…IntroductionUrban traffic systems transition dynamically between congestion and free-flow states, driven by local interactions between road segments or regions. Understanding how these interactions contribute to congestion, including system-wide congestion, is crucial for effective traffic management. …”
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Effects of Soil–Structure Interaction on the Seismic Response of RC Frame–Shear Wall Building Structures Under Far-Field Long-Period Ground Motions by Ke Yang, Pengrong Cai, Zixuan Zhang, Qinglin Hou, Ruige Zheng, Bin Hao, Bo Wang

“…This paper focuses on the effect of soil–structure interaction (SSI) on the seismic response of high-rise RC frame–shear wall structures under far-field long-period ground motions. …”
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Investigating the mutual effects of autophagy and apoptosis in heart tissue of type 2 diabetic rats in interaction with aerobic exercise training and vitamin D3 injection by Hadi Golpasandi, Mohammad Rahman Rahimi, Slahadin Ahmadi

“…Aerobic training, vitamin D3 and their interaction both decreased Beclin-1, Bax and increased Bcl -2, and that these changes were higher in the DVDAT group (P<0.001). …”
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The Effect of Subglottic Stenosis Severity on Vocal Fold Vibration and Voice Production in Realistic Laryngeal and Airway Geometries Using Fluid–Structure–Acoustics Interaction Sim... by Dariush Bodaghi, Qian Xue, Scott Thomson, Xudong Zheng

“…Direct numerical simulations of fluid–structure–acoustic interaction were employed to analyze glottal flow dynamics, vocal fold vibration, and acoustics under realistic conditions. …”
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Digitally Decoding Heritage: Analyzing the Sellman Tenant House Through HBIM and Digital Documentation Techniques by Botao Li, Danielle S. Willkens, Shadi Alathamneh, Sharon C. Park, Junshan Liu

“…Additionally, this research investigates the potential of HBIM as an educational platform to enhance public understanding of heritage buildings by creating interactive and accessible digital models. The findings highlight the effectiveness of combining digital tools to decode vernacular construction and showcase the potential of HBIM in preserving and interpreting historic buildings for diverse audiences, especially for educational purposes. …”
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Artificial Intelligence Interactive Design System Based on Digital Multimedia Technology by Chengcheng Liu

“…The current extraction speed of artificial intelligence interactive elements is low, with the low effect, resulting in the poor effect of artificial intelligence interaction. …”
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Effect of Moringa oleifera Dietary Fiber on Gel Properties of Silver Carp Surimi by YONG Jinye, ZOU Yuxuan, TIAN Yang, ZHANG Jianqun, LI Xiufen, ZHAO Bing

“…Compared with the pure surimi group, the ionic bonding and hydrophobic interaction in the surimi gel with 0.6% MDF addition significantly increased (P < 0.05), indicating enhanced intermolecular interaction in the gel. …”
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Research on music education simulation based on interactive experience of virtual and reality by Wanchen Li

“…This study focuses on the music education simulation based on virtual and real interactive experience. By deeply analyzing the application status of virtual reality technology in music education, it reveals the improvement of students' learning efficiency and effect. …”
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Analyzing deflection angles and photon sphere dynamics of magnetically charged black holes in nonlinear electrodynamic by Hira Waseem, Nikko John Leo S. Lobos, Ali Övgün, Reggie C. Pantig

“…Our analysis reveals that the combined effects of $$Q$$ Q and $$\xi $$ ξ enhance the strong deflection angle, resulting in a more pronounced lensing effect than that predicted by the classical Reissner–Nordström solution. …”
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