An overlapping sliding window and combined features based emotion recognition system for EEG signals by Shruti Garg, Rahul Kumar Patro, Soumyajit Behera, Neha Prerna Tigga, Ranjita Pandey

“…The arousal, valence and dominance (AVD) emotions are predicted using one-dimension (1D) and two-dimensional (2D) convolution neural network (CNN) for both single and combined features. …”
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Classification of State Regulation Principles in the Field of Air Transport by O. V. Brusakova

“…It has been offered to include the rule of law, legality, economic validity (feasibility), adequacy, efficiency, balance of state influence (combination of legal and economic means of regulatory influence), predictability and transparency into the general principles of state regulation in the field of air transport. …”
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Prevalence of Probable Sarcopenia and Associated Lifestyle Factors among Elderly Retired Nigerian Soldiers by Ajuonuma FO, Ibrahim BY, Zubairu HD, Butawa NN

“…Multivariable logistic regression analysis was used to identify the independent predictive risk factor associated with probable sarcopenia among the participants. …”
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Evaluation of Feulgen Reaction for Quantitative DNA Analysis in Oral Leukoplakia: Insights into Malignant Transformation Risk by Amit Kumar Srivastava, Ruchi Jain, Aishwarya Srivastava, Swati Shrivastava

“…Further studies with larger sample sizes are recommended to validate these findings and to establish the Feulgen reaction as a standard predictive marker in clinical practice.…”
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Vibration Serviceability Assessment of Floor Structures: Simulation of Human–Structure–Environment Interactions Using Agent-Based Modeling by Erfan Shahabpoor, Bernard Berari, Aleksandar Pavic

“…The results of the simulations show that for all tests, the experimental Cumulative Distribution Functions of the vibrations experienced by the participants are within the 95% confidence interval predicted by the AVSA method. The proposed method provides a generic and flexible framework to simulate simultaneously different interaction modalities, different human tasks and postures, and multiple modes of structure and the human body.…”
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Model-Based Detection of Coordinated Attacks (DCA) in Distribution Systems by Nitasha Sahani, Chen-Ching Liu

“…The developed learning algorithm identifies the most probable attack path to reach the attacker’s objective by predicting the next attack steps. A DNP3-based cyber-physical co-simulation testbed is developed to test the proposed algorithm using the IEEE 13-node test feeder.…”
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Sustainable Development of Water Resources Carrying Capacity Based on System Dynamics: A Case Study of Ganzhou City by WANG Xiaojun, YANG Huan, LI Zhenping, YAN Wenfeng, LAN Sijiao, DU Chao

“…As Ganzhou is the birthplace of Ganjiang River,Dongjiang River,and Beijiang River (“Three Rivers”),the security and sustainable development of its water resources are of great significance to the ecological security and sustainable development of both the Yangtze River Economic Belt downstream and the Guangdong-Hongkong-Macao Greater Bay Area.Thus,seeking the optimal sustainable development mode that Ganzhou's water resources can carry and ensuring the safety and sustainable use of those water resources are currently urgent issues to be solved.In this study,we employ the system dynamics method to build a system dynamics model of Ganzhou's water resources carrying capacity by analyzing its influencing factors and the system feedback loop and dividing the carrying capacity system into three sub-systems of social economy,water resources,and water environment.Moreover,four scenarios of normal development,economic priority,environmental priority,and comprehensive and coordinated development are designed to simulate Ganzhou's water resources carrying capacity during 2020—2035 and dynamically evaluate and simulatively predict its sustainable development capacity under each scenario.The results indicate that among the four scenarios,all the normal development and economic priority scenarios that sorely pursue the continuation of the current development status of social economy and the environmental priority scenario that protects water resources at the expense of social economy development fail to guarantee the sustainable development of water resources and social economy.In contrast,under the comprehensive and coordinated development mode,the chemical oxygen demand (COD) emissions will remain at a low level of 132 900 t by 2035 while economic development rises to a relatively high level,with GDP reaching 1 197.13 billion CNY.It follows that this mode not only ensures economic development but also takes into account the ecological environment.Therefore,the comprehensive and coordinated development scenario that comprehensively considers social economy development,environmental protection,and other factors is the optimal sustainable development mode that can be carried by water resources.…”
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Effects of Retrofit Strategies on Thermal Comfort and Energy Performance in Social Housing for Current and Future Weather Scenarios by Lucienne G. Basaly, Arman Hashemi, Heba Elsharkawy, Darryl Newport, Nancy Mahmoud Badawy

“…Winter performance was analysed using the Predicted Mean Vote (PMV) index, while summer results were assessed according to the Chartered Institution of Building Services Engineers Technical Memorandum 59 (CIBSE TM59) guidelines. …”
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Catastrophizing and Depressive Symptoms as Prospective Predictors of Outcomes Following Total Knee Replacement by Robert R Edwards, Jennifer A Haythornthwaite, Michael T Smith, Brendan Klick, Jeffrey N Katz

“…In this sample, catastrophizing and depression at each of the assessment points were studied as prospective predictors of pain (both global pain ratings and pain at night) at the subsequent assessment point over the course of one year. The predictive patterns differed somewhat across measures of pain reporting; depressive symptoms were unique predictors of greater global pain complaints, while catastrophizing was a specific and unique predictor of elevated nighttime pain. …”
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Trends and disparities in the surgical management of spinal fractures in Sweden during 2008–2023 by Niklas Barle, Michael Axenhus

“…A secondary aim was to predict future incidence of spinal fracture surgeries. …”
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A Novel Mathematical Model for Fracturing Effect Evaluation Based on Early Flowback Data in Shale Oil Reservoirs by Yuhan Wang, Zhengdong Lei, Zhenhua Xu, Jie Liu, Xiaokun Zhang, Erhui Luo, Yuqi Liu, Pengcheng Liu

“…The size of the reservoir reconstruction volume and the quantitative characterization of the fracture system are of great significance to accurately predict the productivity of shale oil wells. There are few flowback models for shale oil reservoirs. …”
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Mechanical Properties and Constitutive Model of Geopolymer Lightweight Aggregate Concrete by Peng Ren, Weijie Zhang, Xiaopeng Ye, Xi Liu

“…The proposed calculation model for characteristic points and the constitutive model can predict the axial compression behavior of GLAC relatively accurately.…”
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Hypertension and Associated Factors in Rural and Urban Areas Mali: Data from the STEP 2013 Survey by Hamidou Oumar Bâ, Youssouf Camara, Ichaka Menta, Ibrahima Sangaré, Noumou Sidibé, I. B. Diall, Souleymane Coulibaly, Maiga Asmaou Kéita, Georges Rosario Christian Millogo

“…In rural area age group significantly predicted hypertension with age of 60 years having more-than-4-times risk of hypertension, whereas, in urban area age group, sex and body mass index were predictors with OR: HTN raising from 2.06 [1.24–3.43] for 30–44 years old to 7.25 [4.00–13.13] for 60 years and more using <30 years as reference. …”
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Influence of Uncertainty of Soil Hydraulic Parameters on Stability of Unsaturated Slopes Based on Bayesian Updating by Hsin-Fu Yeh, Tsien-Ting Huang, Ya-Sin Yang, Chien-Chung Ke

“…These results show that the predictions for the pressure head and volumetric water content were affected by the uncertainty in the SWRC parameters, leading to errors in the slope stability analysis.…”
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Chlamydia pneumoniae-Mediated Inflammation in Atherosclerosis: A Meta-Analysis by Simone Filardo, Marisa Di Pietro, Alessio Farcomeni, Giovanna Schiavoni, Rosa Sessa

“…In conclusion, the present meta-analysis suggests that C. pneumoniae infection may contribute to atherosclerotic cardiovascular diseases by enhancing the inflammatory state, and, in particular, seropositivity to C. pneumoniae IgA, together with hsCRP, fibrinogen, and IL-6, may be predictive of atherosclerotic cardiovascular risk.…”
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Social Risk Early Warning of Environmental Damage of Large-Scale Construction Projects in China Based on Network Governance and LSTM Model by Junmin Fang, Dechun Huang, Jingrong Xu

“…Experiments show that the long short-term memory neural network model is effective and feasible for predicting the social risk trend of environmental damage of large-scale construction projects. …”
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SOME CONSIDERATIONS ON THE TYPOLOGY OF PHILOSOPHICAL-ANTHROPOLOGICAL MODELS (TO THE PROBLEM OF VALUE IDENTIFICATIONS OF UKRAINIANS) by V. V. Mudrakov, O. S. Polishchuk

“…The proposed approach allows to revise the current trends of such projections and, most importantly, to predict their value potentials in the dynamics of the transformational progress of the essence of the modern Ukrainian. …”
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The auxin signaling pathway to its PIN transporters: insights based on a meta-analysis of auxin-induced transcriptomes by V. V. Kovrizhnykh, Z. S. Mustafin, Z. Z. Bagautdinova

“…Reconstruction of gene networks and their analysis predicted possible interactions between genes and served as an additional conf irmation of the pathways obtained in the meta-analysis. …”
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Virtually Connected: Do Shared Novel Activities in Virtual Reality Enhance Self-Expansion and Relationship Quality? by Rhonda N. Balzarini, Anya Sharma, Amy Muise

“…., felt like they were in the same space as their partner) and were less bored during the interaction compared to the video condition, though no main effects emerged for reports of self-expansion or relationship quality (relationship satisfaction and closeness). Consistent with predictions, people who reported more presence, in turn, reported greater self-expansion, less boredom, and greater relationship quality. …”
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The Mediating Role of Basic Psychological Needs and Meaning in Life in Adolescent Suicidal Ideation by Jiayi Li, Jinqian Liao, Shuai Chen, Cheng Guo

“…The results revealed the following: (1) Parental psychological control positively predicted suicidal ideation in middle school students; (2) basic psychological needs mediated the relationship between parental psychological control and suicidal ideation; (3) meaning in life mediated the relationship between parental psychological control and suicidal ideation; (4) basic psychological needs and meaning in life together played a chain-mediating role in this relationship. …”
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