Data analytics and Artificial Neural Network framework to profile academic success: case study by Lorena Quintero-Gámez, Rasikh Tariq, Pedro Sánchez-Escobedo, Jorge Sanabria-Z

“…The research contribution of this work is data analysis supported by artificial neural networks to establish the relationship between personality tests and background information with academic performance. …”
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Mobile Application Utilizing YOLOv8 for Real-Time Urban Traffic Data Collection by Charef Ayoub, Jarir Zahi, Quafafou Mohamed

“…This research not only demonstrates the effectiveness of a sophisticated tool for traffic data analysis but also emphasizes the essential need for continuous improvements to tackle practical challenges encountered in urban settings. …”
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Text-Mining-Based Non-Face-to-Face Counseling Data Classification and Management System by Woncheol Park, Seungmin Oh, Seonghyun Park

“…The findings of this study suggest that in-depth analysis and classification of counseling data can enhance the quality of counseling, even in non-face-to-face environments, offering more efficient and tailored solutions.…”
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River Discharge Derived of Lijiang River Basin Based on Sentinel-1 SAR Data by CHEN Siyu, LI Jiqing, XIE Yutao, TIAN Yu

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Traffic concealed data detection method based on contrastive learning and pre-trained Transformer by HE Shuai, ZHANG Jingchao, XU Di, JIANG Shuai, GUO Xiaowei, FU Cai

“…By transforming the problem of concealed data detection into a similarity analysis problem, a diversity-sensitive Transformer architecture was developed leveraging contrastive learning, which enhanced the model’s sensitivity to traffic differences through the use of positive and negative sample pairs, and using information noise contrastive estimation (Info NCE) as the loss function for fine-tuning downstream tasks of encrypted traffic. …”
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On the Security of Data Collection and Transmission from Wireless Sensor Networks in the Context of Internet of Things by Hong Yu, Jingsha He, Ruohong Liu, Dajie Ji

“…A primary security requirement in such applications is that every event data report be authenticated to intended Internet users and effectively filtered on its way to the Internet users to realize the security of data collection and transmission from the WSN. …”
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Negative Binomial Two-Parameter Lindley generalized linear model for modeling count data by Samwel Karanja Kamau, Cox Lwaka Tamba, Luke Akong’o Orawo, Justin Obwoge Okenye

“…From the real data analysis, gender, age of the policyholders, and the type of insurance policy were the determinants of insurance claims. …”
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Two-layer homolog network approach for PFAS nontarget screening and retrospective data mining by Zhaoyu Jiao, Sachi Taniyasu, Nanyang Yu, Xuebing Wang, Nobuyoshi Yamashita, Si Wei

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India Policy Insights: A geospatial and temporal data science and visualization platform and architecture by Devika Jain, Joaquin Kachinovsky, Gonzalo Rodriguez, Junyi Chen, Rockli Kim, S V Subramanian

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Uptake and profitability of small-scale irrigation in the Sahel: insights from the literature and survey data by Amy Faye, Joachim von Braun

“…This paper analyses the uptake, profitability, and challenges of small-scale irrigation (SSI) in the Sahel, focusing on data from Burkina Faso, Mali, Niger, and Senegal. …”
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Human Motion Data Retrieval Based on Staged Dynamic Time Deformation Optimization Algorithm by Hongshu Bao, Xiang Yao

“…In recent years, with the rapid development of computer storage capabilities and network transmission capabilities, users can easily share their own video and image information on social networking sites, and the amount of multimedia data on the network is rapidly increasing. …”
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Multisource Heterogeneous Data Fusion Methods Driven by Digital Twin on Basis of Prophet Algorithm by Min Li

“…With the development of intelligent manufacturing and the wider application of the Internet of Things (IoT), it is crucial to fuse heterogeneous sensor data from multiple sources. …”
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Dimensions management of traffic big data for short-term traffic prediction on suburban roadways by Arash Rasaizadi, Fateme Hafizi, Seyedehsan Seyedabrishami

“…Abstract Since intelligent systems were developed to collect traffic data, this data can be collected at high volume, velocity, and variety, resulting in big traffic data. …”
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A New Generated Family of Distributions: Statistical Properties and Applications with Real-Life Data by John Kwadey Okutu, Nana K. Frempong, Simon K. Appiah, Atinuke O. Adebanji

“…Several standard distributions can be used to model lifetime data. Nevertheless, a number of these datasets from diverse fields such as engineering, finance, the environment, biological sciences, and others may not fit the standard distributions. …”
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Research on an Aerial Docking Strategy for Meta-UAVs Using Aerodynamic Data Surrogate Models by Kangwen Sun, Yixiang Gao, Zhiyao Wang, Haoquan Liang, Chenxuan Zhao, Xinzhe Ji

“…This paper explores an aerial docking strategy for unmanned meta-aircraft using a surrogate model based on aerodynamic data. The study begins with an analysis of the aerodynamic characteristics and the establishment of a dynamic model, followed by the development of a surrogate model using the vortex lattice method and a BP neural network. …”
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Data-Driven Modeling of Systemic Air Traffic Delay Propagation: An Epidemic Model Approach by Shanmei Li, Dongfan Xie, Xie Zhang, Zhaoyue Zhang, Wei Bai

“…To better understand the mechanism of air traffic delay propagation at the system level, an efficient modeling approach based on the epidemic model for delay propagation in airport networks is developed. The normal release rate (NRR) and average flight delay (AFD) are considered to measure airport delay. …”
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Planning and layout of tourism and leisure facilities based on POI big data and machine learning. by Shifeng Wu, Jiangyun Wang, Yinuo Jia, Jintian Yang, Jixiu Li

“…The spatial arrangement of tourism cities and the strategic placement of tourism and leisure facilities are pivotal to the development of smart tourism cities. The integration of Point of Interest (POI) data, enriched with location-specific insights, holds significant potential for urban planning and the optimization of spatial layouts. …”
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Liver-related outcomes in patients with cirrhosis: The value of clinical and laboratory data and noninvasive tests. by Somaya Albhaisi, Amanda Robinson, Rasha Alsaadawi, Roy T Sabo, Arun J Sanyal

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Data and methods for assessing urban green infrastructure using GIS: A systematic review. by Xiaomian Wu, Jianquan Liu, Yukun Hou

“…While the integration of diverse data and analytical indicators into GIS has enhanced assessment comprehensiveness, and AI technologies have deepened data analysis, field research with urban residents remains crucial, underscoring the importance of inclusiveness in the study. …”
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Fusing LiDAR and Photogrammetry for Accurate 3D Data: A Hybrid Approach by Rytis Maskeliūnas, Sarmad Maqsood, Mantas Vaškevičius, Julius Gelšvartas

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