Fine-Scale Risk Mapping for Dengue Vector Using Spatial Downscaling in Intra-Urban Areas of Guangzhou, China by Yunpeng Shen, Zhoupeng Ren, Junfu Fan, Jianpeng Xiao, Yingtao Zhang, Xiaobo Liu

“…We implemented three data resampling techniques (undersampling, oversampling, and hybrid sampling) to improve the model’s performance and evaluate it using the ROC-AUC, Recall, Specificity, and G-means metrics. …”
Get full text

Co-design of a Mobile Stroke Unit pathway highlights uncertainties and trade-offs for viable system-wide implementation in the English and Welsh NHS by L. Moseley, P. McMeekin, M. Allen, G. A. Ford, M. James, A. Laws, S. McCarthy, G. McClelland, L. J. Park, K. Pearn, D. Phillips, C. Price, L. Shaw, P. White, D. Wilson, J. Scott

“…Data collection took place in online workshops, across three rounds, with supplemental interviews conducted where required. …”
Get full text

Deriving and Comparing Hierarchical Value Map for a Highly Involved Product in Virtual and Traditional Market by Shahriar Azizi, Seyed Milad Hosseini

Get full text

PipaSet and TEAS: A Multimodal Dataset and Annotation Platform for Automatic Music Transcription and Expressive Analysis Dedicated to Chinese Traditional Plucked String Instrument... by Yuancheng Wang, Yuyang Jing, Wei Wei, Dorian Cazau, Olivier Adam, Qiao Wang

“…However, the annotated datasets for non-Eurogenic instruments remain scarce in terms of quantity and feature diversity, so that general evaluations and data-driven models on various tasks cannot be well explored. …”
Get full text

Indian Hand Anthropometry: Computer Tomography-Based Morphometric Analysis of Metacarpal by Maryada Venkateshwar Reddy, Mithun Pai G., Morum Mahendra Kumar, Anil K. Bhat, Adarsh Annapareddy, Mukund R. Thatte

“…This study aimed to provide accurate anatomical data on metacarpals within an Indian population using CT scans and to compare the results with existing literature. …”
Get full text

Reddit comment analysis: sentiment prediction and topic modeling using VADER and BERTopic by Denilson de Oliveira Silva, Richard Matheus Avelino da Silva, Patrícia Virgínia de Santana Lima, Jéssica Cristina Pereira Batista, Sílvio Fernando Alves Xavier Júnior

“… This work aims at exploring data analysis techniques applied to the social media platform Reddit, highlighting the execution of an Exploratory Data Analysis (EDA) to identify trends and patterns of interaction among users. …”
Get full text

Democratic Oversight of Government Hacking by Intelligence Agencies by André Ramiro

Get full text

Validating a Bayesian Spatio-Temporal Model to Predict La Crosse Virus Human Incidence in the Appalachian Mountain Region, USA by Maggie McCarter, Stella C. W. Self, Huixuan Li, Joseph A. Ewing, Lídia Gual-Gonzalez, Mufaro Kanyangarara, Melissa S. Nolan

Get full text

Wireless Propagation Multipaths using Spectral Clustering and Three-Constraint Affinity Matrix Spectral Clustering by Jojo Blanza

Get full text

Development and Optimization of a Construction Personal Protective Equipment (PPE) Detection Model on YOLOv8 Architecture by Zidan Rafindra Utomo, Prajanto Wahyu Adi, Priyo Sidik Sasongko, Gohar Rahman

“…This study improves the model by tuning hyperparameters for optimal training using grid search and applying data augmentation techniques to address dataset imbalance. …”
Get full text

Using artificial intelligence for sustainable crop production – a comprehensive review with a focus on potato production by Magdalena Piekutowska

“…AI technologies are becoming essential tools enhancing both efficiency and sustainability in farming practices. By utilizing big data analysis, precision monitoring, and automation, AI can significantly improve agricultural outcomes. …”
Get full text

Investigating banks’ social media content and consumer reactions with machine learning by Gombos Nóra, Julianna, Vlaszov Artúr, Bíró-Szigeti Szilvia, Molontay Roland

Get full text

Assessing visibility at highway-rail grade crossings using light detection and ranging (LiDAR) technology by Mohsen Naghdi, Pasi Lautala, Abdolmajid Erfani

“…Although previous studies have addressed behavioral and safety issues, the literature currently lacks quantitative data analysis of sightlines at HRGCs. This study aims to address this gap by utilizing remote sensing techniques to identify and quantify sightline visibility. …”
Get full text

Codes between Poles: Linking Transcriptomic Insights into the Neurobiology of Bipolar Disorder by Jon Patrick T. Garcia, Lemmuel L. Tayo

“…The development of RNA sequencing techniques has provided newer and better approaches to studying disorders at the transcriptomic level. …”
Get full text

Bayesian approach in fatigue reliability characterization for stochastic-induced road load conditions by M.A. Adam, S.S.K. Singh, S. Abdullah, M.A.M. Jedi

“…Due to the limited loading history data and the challenges associated with capturing actual load-time history data from field testing, the induced stochastic technique has been introduced. …”
Get full text

Enhancing liver disease diagnosis with hybrid SMOTE-ENN balanced machine learning models—an empirical analysis of Indian patient liver disease datasets by Ritu Rani, Garima Jaiswal, Nancy, Lipika, Shashi Bhushan, Fasee Ullah, Prabhishek Singh, Manoj Diwakar, Manoj Diwakar

“…The Brier Score loss for ILPD dataset is 0.032 and 0.031 for the BUPA Liver Disorder Dataset.DiscussionThe research work highlights the potential of data balancing techniques and Ensemble models to improve predictive accuracy in liver disease diagnosis.…”
Get full text

An Advanced Deep Learning Model for Identifying Blue Horizontal-branch Stars from LAMOST DR10 by Yuhang Zhang, Yude Bu, Jiangchuan Zhang, Ke Wang, Huili Wu, Mengmeng Zhang, Shanshan Li, Jingzhen Sun, Xiaoming Kong, Zhenping Yi, Meng Liu

“…With massive spectral data provided by the Large Sky Area Multi-Object Fiber Spectroscopic Telescope (LAMOST), we aim to identify more potential BHB stars using machine learning methods. …”
Get full text

Optimal Instruments for Measurement of Dietary Intake, Physical Activity, and Sleep Among Adults in Population‐Based Studies: Report of a National Heart, Lung, and Blood Institute... by Gabriel Anaya, Kelley Pettee Gabriel, Marie‐Pierre St‐Onge, Linda V. van Horn, Alfonso Alfini, Sylvia E. Badon, Carol Boushey, Alison Brown, Christopher M. Depner, Keith M. Diaz, Aiden Doherty, Erin E. Dooley, Dorothea Dumuid, Julio Fernandez‐Mendoza, Michael A. Grandner, Kirsten A. Herrick, Frank B. Hu, Kristen L. Knutson, Amanda Paluch, Charlotte A. Pratt, Jared P. Reis, Jennifer Schrack, Marissa M. Shams‐White, Diana Thomas, Katherine L. Tucker, Maya K. Vadiveloo, Dana L. Wolff‐Hughes, Yuling Hong

“…Emphasis was placed on the need for data harmonization, including the adoption of standard terminology, reproducible metrics, and accessible raw data, to enhance the analysis through artificial intelligence and machine learning techniques. …”
Get full text

Assessing Public Interest in Mammography, Computed Tomography Lung Cancer Screening, and Computed Tomography Colonography Screening Examinations Using Internet Search Data: Cross-S... by Zachary D Zippi, Isabel O Cortopassi, Rolf A Grage, Elizabeth M Johnson, Matthew R McCann, Patricia J Mergo, Sushil K Sonavane, Justin T Stowell, Brent P Little

“… Abstract BackgroundThe noninvasive imaging examinations of mammography (MG), low-dose computed tomography (CT) for lung cancer screening (LCS), and CT colonography (CTC) play important roles in screening for the most common cancer types. Internet search data can be used to gauge public interest in screening techniques, assess common screening-related questions and concerns, and formulate public awareness strategies. …”
Get full text

Designing a supply chain resilience assessment model with the approach of NDEA(case of study: government hospitals of Yazd province) by Mohsen Shafiei Nikabadi, Fereshteh Bahrami

“…Hence, this research was carried out with the aim of designing a model for assessing the resilience of the supply chain of public hospitals in Yazd province with the approach of network data coverage analysis (NDEA). …”
Get full text