Lux: A Generative, Multioutput, Latent-variable Model for Astronomical Data with Noisy Labels by Danny Horta, Adrian M. Price-Whelan, David W. Hogg, Melissa K. Ness, Andrew R. Casey

Subjects: “…Astronomy data analysis…”
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Computational and analytical models for differen-tial equations with approximate data on the basis of the submission of the decision of the integrals by Viktoria I. Naats, Igor E. Naats, Roman A. Ryskalenko

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Landslide spatial prediction using data-driven based statistical and hybrid computational intelligence algorithms by Xia Zhao, Wei Chen, Paraskevas Tsangaratos, Ioanna Ilia, Qingfeng He

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scHiCTools: A computational toolbox for analyzing single-cell Hi-C data. by Xinjun Li, Fan Feng, Hongxi Pu, Wai Yan Leung, Jie Liu

“…We present an open-source computational toolbox, scHiCTools, for analyzing single-cell Hi-C data comprehensively and efficiently. …”
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A computational HLA allele-typing protocol to de-noise and leverage nanopore amplicon data by Jalal Siddiqui, Rohita Sinha, James Grantham, Ronnie LaCombe, Judith R. Alonzo, Scott Cowden, Steven Kleiboeker

“…Third generation DNA sequencing platforms such as Oxford Nanopore (ONT) offer the opportunity to deliver rapid results at single nucleotide level resolution, in particular sequencing data that could be denoised computationally. Here we present a computational pipeline for up-to third-field HLA allele typing following ONT sequencing. …”
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The Impact of LoRA Adapters on LLMs for Clinical Text Classification Under Computational and Data Constraints by Thanh-Dung Le, Ti Ti Nguyen, Vu Nguyen Ha, Symeon Chatzinotas, Philippe Jouvet, Rita Noumeir

“…These findings demonstrate that, in low-resource clinical settings with limited data and compute, lightweight Transformers trained from scratch offer a more practical and efficient solution than large LLMs, while GRN remains a viable adapter choice when minimal adaptation is needed.…”
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Numerical Analysis of Damage in Composites: From Intra-Layer to Delamination and Data-Assisted Methods by Alireza Taherzadeh-Fard, Alejandro Cornejo, Sergio Jiménez, Lucia G. Barbu

Subjects: “…composite…”
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Hyperresearch use in the compilation and analysis of qualitative data by Marcos Venícios de Oliveira Lopes, Alex Sandro Gomes

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An Effective Method for Detecting Cyber Attacks on Computer Networks from the NSL-KDD Data Set by Shaik Aseena Babu, Reddy Rajeswara, Vullam Nagagopi Raju, Reddy Gondi Konda, Shaik Subhani

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Algorithm for Automating Input and Processing of Initial Data for Computer Forecasting of Spatial Migration of Radionuclides in Soils by P. K. Shalkevich, A. O. Dalmatava

“…SPS uses the initial values of radionuclide concentrations, hydrological and thermal properties of soils and information about meteorological conditions as input data for forecasting. At the same time, the listed initial data must be previously collected, processed and converted into a form that the software able to work with. …”
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Efficient Processing of Continuous Skyline Query over Smarter Traffic Data Stream for Cloud Computing by Wang Hanning, Xu Weixiang, Jiulin Yang, Lili Wei, Jia Chaolong

“…Strong computing ability and valid mass data management mode provided by the cloud computing, is feasible for handling Skyline continuous query in the mass distributed uncertain transportation data stream. …”
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Efficient computation and visualization of ionospheric volumetric images for the enhanced interpretation of Incoherent scatter radar data by J. Araújo, F. López, S. Johansson, A. Westman, M. Bodin

“…We present a novel fast computational strategy for the generation of high-resolution and smooth volumetric ionospheric images that represent ISR data. …”
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Research and application of innovative models for public data integration based on secure multi-party computation by Jiahe JIN, Chengyao ZHAO, Haoze QIU, Peng LIU

Subjects: “…secure multi-party computation;public data;innovative integration…”
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Retrospective analysis of the quality of root canal filling according to the data of cone-beam computed tomography by A. A. Adamchik, V. V. Dorogan, E. S. Zaporozhskaya-Abramova, V. V. Tairov, V. A. Ivashchenko, K. D. Kirsh, S. A. Korovashkin

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Design of Mobile Internet Big Data User Behavior Analysis Engine Based on Cloud Computing by Caixia Tao, Xiaojun Xie, Kang Chen, Lirong, Guo, Chun Liu

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A Secure Key-Aggregate Keyword Retrieval Scheme Over Encrypted Data in Cloud Computing by Chunwei Lou, Mingsheng Cao, Yaohua Luo, Hua Xu, Yuan Gao, Weiwei Wang, Dong Wang

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Balancing Privacy and Accuracy: Exploring the Impact of Data Anonymization on Deep Learning Models in Computer Vision by Jun Ha Lee, Su Jeong You

“…In recent years, the quality of training data has emerged as a critical factor for ensuring effectiveness in real-world scenarios. …”
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Intelligent data analysis in edge computing with large language models: applications, challenges, and future directions by Xuanzheng Wang, Zhipeng Xu, Xingfei Sui

Subjects: “…edge computing…”
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A comprehensive survey and comparative analysis of time series data augmentation in medical wearable computing. by Md Abid Hasan, Frédéric Li, Philip Gouverneur, Artur Piet, Marcin Grzegorzek

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Reduction of Energy Consumption in Mobile Cloud Computing by ‎Classification of Demands and Executing in Different Data Centers by H. Yeganeh, A. Salahi, M. A Pourmina

“…By emerging mobile applications and cloud computing, Mobile Cloud Computing (MCC) has been introduced. …”
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