A Data-Driven Approach for Generating Synthetic Load Profiles with GANs by Tsvetelina Kaneva, Irena Valova, Katerina Gabrovska-Evstatieva, Boris Evstatiev

“…Quantitative evaluations using statistical divergence measures, Real-vs-Synthetic Distinguishability Score, and visual similarity confirm that Conv1D-WGAN-GP consistently outperforms baselines, particularly in low-data scenarios. …”
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Retrieval algorithm based on locally sensitive hash for ocean observation data by Meijuan Jia, Xiaodong Mao, Shuai Guo, Xin Li

“…At the same time, we proposed a bucket optimization strategy for retrieval algorithms based on locally sensitive hashing. We utilized visual information to address the bottleneck problem in duplicate data deletion technology. …”
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Applications of aeromagnetic data to detect the Basement Tectonics of Eastern Yemen region by Ahmed S. Abu El-Ata, Ahmed A. EI-Khafeef, Ashraf E. Ghoneimi, Sami H. Abd Alnabi, Marwan A. Al-Badani

“…At the interpretation stage, various techniques and software tools are available for extracting the geologic information from the data concerned. The magnetic fields of shallow sources can be separated from those of deeper causatives, using two processes known as power spectrum transformation and matched band pass filtering. …”
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Analysis of the Gaia Data Release 3 Parallax Bias at Bright Magnitudes by Ye Ding, Shilong Liao, Shangyu Wen, Zhaoxiang Qi

“…The orbital parallaxes dataset compiled in this work serves as a vital resource for validating parallaxes in future Gaia data releases.…”
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Detecting Stellar Flares in Photometric Data Using Hidden Markov Models by J. Arturo Esquivel, Yunyi Shen, Vianey Leos-Barajas, Gwendolyn Eadie, Joshua S. Speagle, Radu V Craiu, Amber Medina, James R. A. Davenport

“…We present a hidden Markov model (HMM) for discovering stellar flares in light-curve data of stars. HMMs provide a framework to model time series data that are nonstationary; they allow for systems to be in different states at different times and consider the probabilities that describe the switching dynamics between states. …”
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A participatory data-driven approach for unpaved road condition monitoring by Keegan Mbiyana, Mirka Kans

“…Currently, subjective visual surveys and manual methods for monitoring and assessing the condition of unpaved roads dominate, while data-driven objective methods are not commonly applied for maintenance planning and decision-making. …”
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Road Traffic Accident Data Standardization System Based on Field Map by Wangfang Yuan, Hanjie Lu, Jiatao Zhang

“…Finally, this article develops a road traffic accident data standardization system by programming in the Visual C++ environment using MFC. …”
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Ordinal METAR Cloud Cover Classification in Sentinel-2 Satellite Data by Markus Gotz, Erik Wessel, Ugur Cayoglu, Babak Jahani, Charlotte Debus, Jan Cermak, Achim Streit

“…Using station measurements only, we achieve an <inline-formula><tex-math notation="LaTeX">$F_{1}$</tex-math></inline-formula>-score of up to 0.6 and a ranked-within-1-accuracy ranging from 93.5&#x0025; to 99.1&#x0025;. Supplementing the data with labels created by visual inspection to correct for station-satellite mismatches improves scores to 0.75 and 98.4&#x0025; to 100&#x0025;. …”
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DRomics, a workflow to exploit dose-response omics data in ecotoxicology by Delignette-Muller, Marie Laure, Siberchicot, Aurélie, Larras, Floriane, Billoir, Elise

“…DRomics has been augmented especially to be able to handle varied omics data considering the nature of the measured signal (e.g. counts of reads in RNAseq) and the way data were collected (e.g. batch effect, situation with no experimental replicates). …”
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Data Insights on the Risks of Local Heat and Massage in Gouty Arthritis Treatment by Shivam Mehra, Kamal Mehra, Nindiya Kapoor Mehra, Sachin Yashwant Kale, Bharat Veer Manchanda

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Research on Landscape Perception of Urban Parks Based on User-Generated Data by Wei Ren, Kaiyuan Zhan, Zhu Chen, Xin-Chen Hong

“…In this study, we propose a perceptual psychology-based workflow to extract and visualize multifaceted views from user-generated data. …”
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The Solar and Geomagnetic Storms in 2024 May: A Flash Data Report by Hisashi Hayakawa, Yusuke Ebihara, Alexander Mishev, Sergey Koldobskiy, Kanya Kusano, Sabrina Bechet, Seiji Yashiro, Kazumasa Iwai, Atsuki Shinbori, Kalevi Mursula, Fusa Miyake, Daikou Shiota, Marcos V. D. Silveira, Robert Stuart, Denny M. Oliveira, Sachiko Akiyama, Kouji Ohnishi, Vincent Ledvina, Yoshizumi Miyoshi

“…According to satellite and interplanetary scintillation data, at least four ICMEs erupted from AR 13664, eventually overcoming and combining each other. …”
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A comprehensive hematological dataset for dengue incidence in Bangladesh(Mendeley Data). by Md. Asraful Sharker Nirob, A K M Fazlul Kobir Siam, Prayma Bishshash, Md. Assaduzzaman, Md. Afzalul Haque, Arif Mahmud

“…Subsequently, several data visualizations were constructed using box plots, violin plots, and pair plots. …”
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Partial-Net: A Method for Data Gaps Reconstruction on Mars Images by Depei Gu, Dingruibo Miao, Jianguo Yan, Zhigang Tu, Jean-Pierre Barriot

“…Data gaps appear in images of the Martian surface taken by the HiRISE camera on Mars orbiter reconnaissance, affecting downstream missions, e.g., terrain analysis. …”
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Spatial Semantic Expression of Terrain Viewshed: A Data Mining Method by Cheng Zhang, Yiwen Wang, Haozhe Cheng, Wanfeng Dou

“…The experiment used 12.5 m accuracy topographic data from Purple Mountain, and two observation points were selected. …”
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Using Digital Tools to Understand Global Development Continuums by J. de Curtò, I. de Zarzà

“…By applying hierarchical clustering, multidimensional scaling, and interactive visualizations to Human Development Index (HDI) data, we identify “development neighborhoods”—clusters of countries that exhibit similar development patterns, sometimes across geographical boundaries. …”
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Temperature Effects on Wicking Dynamics: Experimental and Numerical Study on Micropillar-Structured Surfaces by Yoomyeong Lee, Hyunmuk Park, Hyeon Taek Nam, Yong-Hyeon Kim, Jae-Hwan Ahn, Donghwi Lee

“…This study experimentally and numerically analyzed the wicking performance of micropillar structures at various temperatures (20–95 °C) using distilled water as the working fluid to provide fundamental data for CHF prediction. Infrared (IR) visualization was used to extract the wicking coefficient, and the experimental data were compared with computational fluid dynamics (CFD) simulations for validation. …”
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Internet of things driven object detection framework for consumer product monitoring using deep transfer learning and hippopotamus optimization by Amnah Alshahrani, Mukhtar Ghaleb, Hany Mahgoub, Achraf Ben Miled, Nojood O. Aljehane, Mohammed Yahya Alzahrani, Hasan Beyari, Sultan Alanazi

“…The Internet of Things (IoT) makes ubiquitous sensing and data more available, integrating with the semantic web and advanced sensor technologies. …”
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The Evolution of the Interaction Between Urban Rail Transit and Land Use: A CiteSpace-Based Knowledge Mapping Approach by Haochen Yang, Nana Cui, Haishan Xia

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A model for Managing the Competitive Activitiesof Top-Level Teams Based on Computer Vision Online by Sergei L. Goldstein, Andrey A. Polozov, Natalia V. Papulovskaya, Natalya A. Maltseva, Maxim V. Kraev

“…The use of modern computer vision and machine learning methods has made it possible to create interactive data visualization.…”
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