Data Obfuscation Through Latent Space Projection for Privacy-Preserving AI Governance: Case Studies in Medical Diagnosis and Finance Fraud Detection by Mahesh Vaijainthymala Krishnamoorthy

“…Future research directions include developing theoretical privacy guarantees, exploring integration with federated learning systems, and enhancing latent space interpretability. …”
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Validation of the German Life-Space Assessment (LSA-D): cross-sectional validation study in urban and rural community-dwelling older adults by Paul Gellert, Sandra Angelika Mümken, Malte Stollwerck, Julie Lorraine O'Sullivan, Joern Kiselev

“…All parameters were estimated using non-parametric bootstrapping procedure.Results In the multiple adjusted model for the total sample, number of ADL/iADL limitations (β=−0.26; 95% CI=−0.42 to −0.08), Timed Up and Go Test (β=−0.37; 95% CI=−0.68 to −0.14), shared living arrangements (β=0.22; 95% CI=0.01 to 0.44) and history of falls in the past 6 months (β=−0.22; 95% CI=−0.41 to −0.05) showed significant associations with the LSA-D composite score, while living in urban area (β=−0.19; 95% CI=−0.42 to 0.03) and male gender (β=0.15; 95% CI=−0.04 to 0.35) were not significant.Conclusion The LSA-D is a valid tool for measuring life-space mobility in German community-dwelling older adults within the past 4 weeks in ambulant urban and rural settings.Trial registration number DRKS00019023.…”
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Assessment of Sensitivity and Validity Hydrodynamic Model in Cisadane Using Delft3d Flow Model by Gumilang Ramadhan Pasma, Hamzah Haru Radityo Suharyanto, Hanah Khoirunnisa, Reni Wijayanti, Gugum Gumbira, Reno Arief Rachman

“…In this case, hydrodynamic modelling is needed to acquire hydrodynamic properties under the existing condition of Cisadane downstream, and it applied the Delft3D-FLOW model. …”
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URBAN TOURISM BETWEEN CONTENT AND ASPIRATION FOR URBAN DEVELOPMENT by Roxana Valentina GÂRBEA

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Scenario approach to the assessment of development prospects of the Russian regions by N. N. Mikheeva

“…Next, the longterm regional trends are presented, which, due to the high inertia of space, will determine spatial development in the future. …”
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Global Values — The Basis for the Life Support Paradigm Development by O. V. Rozhnova, T. V. Lesina

“…They are recommended for the accounting and reporting theory development, as well as to be a basis for improving the quality of the information space of the economy and society.…”
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My Interests Are (Y)ours? A Multilevel Social Network Analysis of the Co-Evolution of Adolescents’ Interests and Friendships by Gregorius Johannes Beek, Larike Henriëtte Bronkhorst, Tobias H. Stark, Sanne Floor Akkerman

“…Our findings show that social structures are related to interest development and how being interested is mediated by the places and spaces of adolescents’ lives.…”
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Innovative Approaches to Sustainable Urban Planning: Analysing Current Trends by Meruyert Baidrakhmanova, Gani Karabayev, Seimur Mamedov

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The Ukrainian Pryazovye: composition, uniqueness, variability of the recreational development by Олександр Бейдик, Олександр Комлєв, Лариса Донченко, Ірина Арсененко, Олеся Топалова, Ірина Донець

“…This topicality is reinforced with the analysis of the significant array of the publications from the subject-object essence of the research, which expands and deepens the theory of resource-recreational scientific and practical direction (the number of the new concepts has been introduced), emphasizes the anthropocentric character of recreational geography, gives 5 hypothetical scenarios of the development of recreational and tourist branch in the regional and the national format on the operational perspective and contains generalizing cartographic models of the development of the regional environmental and recreational and tourist function. …”
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Cerebrospinal fluid dynamics and subarachnoid space occlusion following traumatic spinal cord injury in the pig: an investigation using magnetic resonance imaging by Madeleine Amy Bessen, Christine Diana Gayen, Ryan L. O’Hare Doig, Ryan Michael Dorrian, Ryan David Quarrington, Adnan Mulaibrahimovic, Vartan Kurtcuoglu, Angela Catherine Walls, Anna Victoria Leonard, Claire Frances Jones

“…Linear-mixed effects models, with a significance level of α = 0.05, were developed to assess the effect of: (1) injury group and time point on SAS occlusion measures; and (2), time point and spinal level, adjusted by injury group, on CSF dynamics. …”
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Tourism Cluster Development in Yerevan: Focus on Health and Recreation by Gevorg Orbelyan

“…Strategic urban planning that incorporates green spaces and wellness-promoting environments is essential to upgrade urban and tourism development and achieve sustainable growth.…”
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The world population development according to a dynamic extension of the Wicksellian production function by Robert W. Grubbström

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Road Accident Case Modeling in Ghana: A Perspective of Negative Binomial–Based Generalized Linear Models by Stephen Adomako, Irene Kafui Vorsah Amponsah, David Kwamena Mensah, James Damsere-Derry

“…This restructuring in policy and regulations can be best achieved through appropriate statistical modeling framework in the space of large road traffic accident data in which hidden data issues are inevitable. …”
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Border Settlements of Kazakhstan as an Impulse to Balanced Territorial Development by K. A. Turkeeva, A. K. Omarov, N. A. Abilkaiyr

“…The author presents his own vision of the development of border depressive regions and develops proposals for improving state policy and management of regional development of territorial spaces. …”
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Investigation of flow field characteristics around a novel high-efficiency tandem dual-rotor wind turbine under different rotor spacings by Xinkai Li, Xinkai Li, Xiaojiang Guo, Xiaojiang Guo, Caicai Liao, Caicai Liao, Zhaoliang Ye, Zhaoliang Ye, Xin Shen

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Assessment of Low-Carbon Utilization in Territorial Space and Identification of Its Driving Factors: A Case Study of the Yangtze River Economic Belt in China by Liangzhao Chen, Peng Tang, Jinhua Li, Junming Li

“…This study develops an integrated assessment framework utilizing kernel density estimation, an optimal parameter-based geographical detector, and the Tobit regression model to analyze the spatiotemporal evolution, typology, and driving factors of the LCU of territorial space in the Yangtze River Economic Belt. …”
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Evolution of “Production–Living–Ecological” Spaces Conflicts and Their Impacts on Ecosystem Service Values in the Farming–Pastoral Ecotone in Inner Mongolia During Rapid Urbanizati... by Ziqi Yu, Xi Meng, Gongjue Yu

“…Specifically, low-value–high-conflict zones were predominantly found in other ecological spaces, high-value–low-conflict zones was concentrated in forest ecological spaces, and high-value–high-conflict zones were predominantly concentrated in aquatic ecological spaces. …”
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From Uncertain Space: Spatial Trajectory of a Social Innovation ‘by Withdrawal’. Study of the Composition of the Association of Lodges and Huts in Queyras (Hautes-Alpes, France)... by Yann Borgnet

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Transcending the urban–rural dichotomy: inequality in urban green space availability among urban neighbourhoods, urban villages and rural villages in Guangzhou, China by Fubin Luo, Yunzheng Zhang, Luyang Zhang

“…Urban green spaces (UGS) are integral to sustainable urban development, yet the urbanization process has resulted in unequal distributions of green resources across different neighbourhoods. …”
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Modeling Bus Passenger Flow Dynamics Using the Cell Transmission Model for Real-Time Congestion Management by Ala Alobeidyeen

“…This research develops the BUS-CTM, a novel mathematical simulation model that adapts the cell transmission model (CTM) to analyze spatiotemporal passenger flow dynamics in urban bus networks. …”
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