ASSESSING THE QUALITY OF MICROSERVICE AND MONOLITHIC-BASED ARCHITECTURES: A SYSTEMATIC LITERATURE REVIEW by Saad Hussein, Mariam Lahami, Mouna Torjmen

“…Whereas monolithic applications are made of big entities that are developed together, independent services sum up the arrays of a micro services-based architecture. …”
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FI-NL2PY2SQL: Financial Industry NL2SQL Innovation Model Based on Python and Large Language Model by Xiaozheng Du, Shijing Hu, Feng Zhou, Cheng Wang, Binh Minh Nguyen

“…At the same time, considering the traceability characteristics of financial industry regulatory requirements, this paper uses the open-source big model DeepSeek. After testing on the BIRD dataset, compared with most NL2SQL models based on large language models, EX is at least 2.73% higher than the original method, F1 is at least 3.72 higher than the original method, and VES is 6.34% higher than the original method. …”
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Regenerative Medicine for Neurological Disorders by Dong-Hyuk Park, David J. Eve, Yong-Gu Chung, Paul R. Sanberg

“…Finally, the National Institutes of Health guidelines for human stem cell research, clinical trials of commercialized stem cells without larger animal testing, and prohibition of medical tourism were big controversial issues that led to heated discussion.…”
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Moral disengagement as mediator and guilt as moderator between cyber moral literacy and cyberbullying among late adolescents by Ya-Xing Sun, Cui-Hong Cao, Zhi-Jun Tang, Fei-Mei Huang, Xiao-Bin Zhong, I-Hua Chen

“…Additionally, guilt moderated the direct relationship between cyber moral literacy and cyberbullying, with this negative relationship being stronger among individuals with high guilt compared to those with low guilt. The study highlights the complex interplay of moral, cognitive, and emotional factors in adolescent online behavior. …”
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Urban-oriented studies and identification of target areas and neighborhoods in need of urban regeneration: case study in Abbas-Abad city by Hadi Faghihmaleki, Akbar Deilampour

“…A wide range of cities in the country and especially big cities are facing complex issues and problems in the areas of urban poverty, lack of safety, lack of infrastructure and services, structural instability of buildings and identity crisis. …”
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Direct Analysis in Real Time Mass Spectrometry for the Nondestructive Investigation of Conservation Treatments of Cultural Heritage by Marcello Manfredi, Elisa Robotti, Greg Bearman, Fenella France, Elettra Barberis, Pnina Shor, Emilio Marengo

“…Today the long-term conservation of cultural heritage is a big challenge: often the artworks were subjected to unknown interventions, which eventually were found to be harmful. …”
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Mitigation Strategy of Land Use Mix for Jobs-Housing Mismatch by Zhuangtian Liu, Shaohua Wu, Canying Zeng, Yunxiao Dang

“…It utilizes mobile signaling big data, geographically weighted regression, and spatial analysis to investigate the link between land mixed-use and this mismatch. …”
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Pore Space Reconstruction of Shale Using Improved Variational Autoencoders by Yi Du, Hongyan Tu, Ting Zhang

“…Shale is a type of complex porous medium with evident fluctuations in various mineral compositions, dense structure, and low hardness, leading to a big challenge for the characterization and acquisition of the internal shale structure. …”
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Effect of Pre-Existing Symmetrical Cracks on Propagation Behaviors of a Blast-Induced Crack by Duanying Wan, Zheming Zhu, Changlin Zhou, Jianfei Li, Peng Ying, Meng Wang

“…Defects such as voids, pores, and joints will transform into big scale cracks in the rock of tunnel surrounding under dynamic load like blasting and earthquake. …”
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ARRT Development for the Upcoming Human Exploration Missions by S. Hu, S. Monadjemi, J. E. Barzilla, E. Semones

“…Abstract The health risks of space radiation present big challenges to space exploration, with the possibility of large Energetic Solar Particle Events (ESPEs) inducing Acute Radiation Sickness (ARS) during upcoming Artemis missions. …”
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Peculiarities of Nostalgic Experiences of Women in a Pre-Trial Detention Center by G.A. Vartanyan, E.L. Soldatova, M.V. Likhanov, K.V. Bartseva, E.Yu. Tsvetkova

“…The value of nostalgia and the tendency towards it, as well as the significance of memories from the past, have been revealed. Women demonstrate a high level of anxiety, low locus of control of Self, locus of control of Life, a general indicator of meaningfulness of life, high rates of extraversion and conscientiousness and low rates of agreeableness, neuroticism, openness to experience, with a relatively high level of subjective well-being. …”
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DIGITAL TRANSFORMATION AND THE USE OF ARTIFICIAL INTELLIGENCE IN SOCIAL INSURANCE AND INSURANCE by Elizaveta Pletneva, Daria Zagorska

“…The downsides may include data confidentiality issues, the exclusion of the human factor, the risk of algorithm bias, implementation complexity and high costs, and the threat of unemployment.…”
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Single-cell transcriptomes reveal cell-type-specific and sample-specific gene function in human cancer by Huating Yuan, Xin Liang, Xinxin Zhang, Yu Cao

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Optimizing precision farming: enhancing machine learning efficiency with robust regression techniques in high-dimensional data by Nour Hamad Abu Afouna, Majid Khan Majahar Ali

“… Smart precision farming leverages IoT, cloud computing, and big data to optimize agricultural productivity, lower costs, and promote sustainability through digitalization and intelligent methodologies. …”
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Impact of coronavirus (COVID-19) pandemic on physical activity levels in different sub-populations of Iranians: a national survey by Hamid Arazi, Behzad Taati

“…A sedentary lifestyle is widely recognized as a significant risk factor for various diseases, necessitating extensive big data analysis to uncover the diverse aspects linked to the COVID-19 pandemic. …”
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Exploiting Extrinsic Information for Serial MAP Detection by Utilizing Estimator in Holographic Data Storage Systems by Thien An Nguyen, Jaejin Lee

“…In the big data era, data are created in huge volume. This leads to the development of storage devices. …”
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Problem Solving and Personality in Security Officers by Halim İşsever, Elif Ezirmik, Nefise Şeker, Zeynep Betül Sağlam, Gözde Öztan, Fatma Canatar

“…In the study, the Problem- Solving Skills Scale for Adults and the Big Five Personality Questionnaire-50 Turkish Form were used. 83.7% of the participants in the study were male, 73.2% were married, 68.4% were high school graduates, and 95.8% had in-service training. …”
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The Seepage Model Considering Liquid/Solid Interaction in Confined Nanoscale Pores by Xiaona Cui, Erlong Yang, Kaoping Song, Yuming Wang

“…The numerical model has also been further validated by two types of nanopore flow tests: from pore to throat and inversely from throat to pore. There is no big difference in flow regularity of throat to pore model considering when liquid/solid interaction or not, whereas the liquid/solid interaction of pore to throat model totally cannot be overlooked.…”
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Scene-Aware Deep Networks for Semantic Segmentation of Images by Zhike Yi, Tao Chang, Shuai Li, Ruijun Liu, Jing Zhang, Aimin Hao

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Land use/cover change simulation research: A system literature review based on bibliometric analyses by Meili Chen, Narimah Samat, Mohammad Javad Maghsoodi Tilaki, Liyuan Duan

“…Future research should focus on establishing high spatiotemporal resolution big data systems, multi-scenario theoretical frameworks, multi-scale multi-level spatiotemporal dynamic models, and AI and machine learning. …”
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