Towards generalizable machine learning prediction of downskin surface roughness in laser powder bed fusion by Jigar Patel, Mihaela Vlasea, Sagar Patel

“…This work underscores the importance of methodological rigor in machine learning applications, advocating for greater attention to data treatment and evaluation strategies. …”
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A hybrid fog-edge computing architecture for real-time health monitoring in IoMT systems with optimized latency and threat resilience by Umar Islam, Mohammed Naif Alatawi, Ali Alqazzaz, Sulaiman Alamro, Babar Shah, Fernando Moreira

“…Fog computing enables processing of time-critical data closer to the data source, reducing response time and relieving cloud system overload. …”
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Trusted head node for Node Behaviour Analysis for malicious node detection in wireless sensor networks by Bhanu Priyanka Valluri, Nitin Sharma

“…This research demonstrates how to leverage request and response data from each node to pinpoint the location of malicious nodes. …”
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PERFORMANCE ANALYSIS OF HUNGARIAN FOOD INDUSTRY ENTERPRISES USING THE DEA METHOD by Orsolya Tünde NAGY, Éva DARABOS, Bernadett Béresné MÁRTHA, Anita KISS

“…This study examines the performance of Hungarian food industry enterprises using the Data Envelopment Analysis (DEA) method. In today’s rapidly evolving economic environment, assessing operational efficiency and cost-effectiveness is of paramount strategic importance. …”
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Design and implementation of an intelligent sports management system (ISMS) using wireless sensor networks by ZhiGuo Zhu

“…Similarly, the data management layer can process and store comprehensive data from various sources. …”
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Assessment Method of Offshore Wind Resource Based on Multi-dimensional Indexes System by Xiaomei Ma, Yongqian Liu, Jie Yan, Shuang Han, Li Li, Hang Meng, Muhammet Deveci, Konstanze Kolle, Umit Cali

“…First, measured wind data and two kinds of reanalysis data are used to analyze the characteristics and reliability of data sources. …”
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Optimizing Federated Learning With Aggregation Strategies: A Comprehensive Survey by Naeem Khan, Shibli Nisar, Muhammad Asghar Khan, Yasar Abbas Ur Rehman, Fazal Noor, Gordana Barb

“…Data-centric strategies focus on addressing non-independent and identically distributed (non-IID) data across clients, ensuring that model updates account for imbalances in data distributions. …”
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IFNet: An Interactive Frequency Convolutional Neural Network for Enhancing Motor Imagery Decoding From EEG by Jiaheng Wang, Lin Yao, Yueming Wang

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Technological trends in epidemic intelligence for infectious disease surveillance: a systematic literature review by Hazeeqah Amny Kamarul Aryffin, Murtadha Arif Bin Sahbudin, Sakinah Ali Pitchay, Azni Haslizan Abhalim, Ilfita Sahbudin

“…Considering the drawbacks associated with surveillance methods in terms of time consumption and efficiency, issues highlighted in this study includes the integration of Artificial Intelligence (AI) in early detection, decision support and predictive modeling, big data analytics in data sharing, contact tracing and countering misinformation, Internet of Things (IoT) devices in real time disease monitoring and Geographic Information Systems (GIS) for geospatial artificial intelligence (GeoAI) applications and disease mapping. …”
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Value of threshold growth for the diagnosis of hepatocellular carcinoma using LI-RADS by Jae Seok Bae, Jeong Min Lee, Jeong Hee Yoon, Jae Hyun Kim, Sun Kyung Jeon, Jeongin Yoo

“…Trial registration Not applicable.…”
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HIGH-FREQUENCY RADAR FOR COASTAL AREAS MONITORING by V. I. Veremyev, V. M. Kutuzov, K. S. Plotnitskaya, V. V. Kovalenko, V. A. Telegin

“…By assimilation in hydrodynamic and wave models, these data become applicable in spatial mapping of hydrophysical inhomogeneities of the water layer, sound velocity, and underwater acoustic noise.…”
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The dynamics of life insurance demand in Bangladesh: An empirical analysis of socio-economic influences by Shaikh Masrick Hasan, Sonia Munmun, Priya Saha

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An Overview of Patient-reported Outcomes for Men with Prostate Cancer: Results from the PIONEER Consortium by Sebastiaan Remmers, Katharina Beyer, Tariq A. Lalmahomed, Peter Prinsen, Nicole J.E. Horevoorts, Nora Tabea Sibert, Christoph Kowalski, Francesco Barletta, Oliver Brunckhorst, Giorgio Gandaglia, Jochem R.N. van der Voort van Zyp, Emma J. Smith, Andre Deschamps, Laurence Collette, Philip Cornford, Susan Evans-Axelsson, James N’Dow, Mieke Van Hemelrijck, Monique J. Roobol, Lionne D.F. Venderbos

“…Using prospectively collected data from the Prostate Cancer Diagnosis and Treatment Enhancement Through the Power of Big Data in Europe (PIONEER) consortium, we aimed to describe the functional status and QoL in men with prostate cancer (PCa) treated with active surveillance (AS), radical prostatectomy (RP), and radiotherapy (RT), and to demonstrate the applicability of PROM data on a large scale and at a European level. …”
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Improved Photosynthetic Accumulation Models for Biomass Estimation of Soybean and Cotton Using Vegetation Indices and Canopy Height by Jinglong Liu, Jordi J. Mallorqui, Albert Aguasca, Xavier Fàbregas, Antoni Broquetas, Jordi Llop, Mireia Mas, Feng Zhao, Yanan Wang

“…To further enhance the model performance and evaluate its applicability across different crop types, an improved PAM model (IPAM) is proposed with three strategies. …”
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Automated Foveal Avascular Zone Segmentation in Optical Coherence Tomography Angiography Across Multiple Eye Diseases Using Knowledge Distillation by Peter Racioppo, Aya Alhasany, Nhuan Vu Pham, Ziyuan Wang, Giulia Corradetti, Gary Mikaelian, Yannis M. Paulus, SriniVas R. Sadda, Zhihong Hu

“…For example, data from subjects with direct macular damage, such as in age-related macular degeneration (AMD), are more readily available in eye clinics, while data on macular damage due to systemic diseases like Alzheimer’s disease are often less accessible; data from healthy subjects may have better OCTA quality than subjects with ophthalmic pathologies. …”
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Statement on the toxicological properties and maximum residue levels of acetamiprid and its metabolites by EFSA (European Food Safety Authority), Antonio Hernandez‐Jerez, Tamara Coja, Martin Paparella, Anna Price, Jerome Henri, Andreas Focks, Jochem Louisse, Andrea Terron, Marco Binaglia, Irene Munoz Guajardo, Iris Mangas, Irene Munoz Guajardo, Lucien Ferreira, Dimitra Kardassi, Chloe De Lentdecker, Tunde Molnar, Giorgia Vianello

“…Regarding pulses/oilseeds, root crops and cereals, the new data received did not indicate a need to modify the existing residue definition for risk assessment, which therefore remains as parent acetamiprid. …”
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The Impact of Autonomy Reform on the Efficiency of Public Hospitals in China: A DEA-ITSA Combination Analysis by An N, Zou Q, Li JB, Luo K, Sun G, Ni X, Xia O

“…This research further emphasizes the applicability of the DEA-ITSA combination method as an effective tool for health policies evaluation using public data within China’s healthcare framework.Keywords: public hospital reform, decentralization, autonomy, data envelopment analysis, interrupted time-series analysis, China…”
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Application of the ESMO Magnitude of Clinical Benefit Scale to assess the clinical benefit of antibody drug conjugates in solid cancer: a systematic descriptive analysis of phase I... by Yang Wang, Lieming Ding, Xiaobin Yuan, Zhilin Shen, Pengxiang Wu

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Monitoring moisture content in parchment coffee beans during drying using Fourier Transform near infrared (FT-NIR) spectroscopy: A dataset for calibrating chemometric-based models... by Sandrith Ordoñez-Lozano, Gentil A. Collazos-Escobar, Andrés F. Bahamón-Monje, Nelson Gutiérrez-Guzmán

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Sensitivity of Band-Pass Filtered In Situ Low-Earth Orbit and Ground-Based Ionosphere Observations to Lithosphere–Atmosphere–Ionosphere Coupling Over the Aegean Sea: Spectral Analy... by Wojciech Jarmołowski, Anna Belehaki, Paweł Wielgosz

“…Different phenomena contributing to satellite-derived and ground-derived geophysical data that only selected signal bands can be potentially sensitive to seismicity over time, and they are applicable in lithosphere–atmosphere–ionosphere coupling (LAIC) studies. …”
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