H‐Shaped Anatomical Titanium Plate: Biomechanical Validation and Clinical Application in the Treatment of Complex Posterior Wall/Column Acetabular Fractures by Qiaoli Zhang, Liang Jin, Xiaorui Hao, Weijie Zheng, Fei Zhou, Shuxin Zhang, Tianfeng Li, Xiaohui Xiong, Yihan He, Xiaojie Chen, Jiexin Huang

“…Additionally, we retrospectively analyzed the clinical data of 53 patients (46 males, 7 females; mean follow‐up 24.6 ± 3.2 months) with the HTP at our hospital from April 2017 to January 2023. …”
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Construction and application of a TCN-LSTM-SVM-based time series prediction model for water inflow in coal seam roofs by Xuan LIU, Yadong JI, Kaipeng ZHU, Chunhu ZHAO, Kai LI, Chaofeng LI, Chenhan YUAN, Panpan LI, Pengzhen YAN

“…Compared to previously developed models, the TCN-LSTM-SVM model demonstrated certain superiority and applicability in the prediction of water inflow along the mining face in the studied mine. …”
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Eoldist, a Web Application for Estimating Cautionary Detection Distance of Birds by Automatic Detection Systems to Reduce Collisions With Wind Turbines by Julie Fluhr, Olivier Duriez, Constance Blary, Thierry Chambert, Bettina Almasi, Patrik Byholm, Nelleke H. Buitendijk, Jocelyn Champagnon, Mindaugas Dagys, Wolfgang Fiedler, Charlotte Francesiaz, Frédéric Jiguet, Simon Lee, Alexandre Millon, Flavio Monti, Lucile Morcelet, Ran Nathan, Bart A. Nolet, Rascha Nuijten, Philippe Pilard, Cécile Ponchon, Alexandre Roulin, Carlos D. Santos, Orr Spiegel, Kim Schalcher, Aurélie De Seynes, Geert Spanoghe, Martin Wikelski, Ramunas Žydelis, Aurélien Besnard

“…., turbine shutdown). We created a web application, Eoldist, to calculate cautionary detection distances required by an ADS, using bird flight speed and turbine shutdown time as input parameters. …”
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Multi-Sensor Collaborative Positioning in Range-Only Single-Beacon Systems: A Differential Chan–Gauss–Newton Algorithm with Sequential Data Fusion by Yun Ye, Hongyang He, Enfan Lin, Hongqiong Tang

“…This method greatly reduces the time and workload of deploying beacons, showing high application potential and cost ratio. Given the operational constraints of AUV open-ocean navigation with single-beacon weak observations and absence of valid a priori positioning data in calibration zones, a multi-sensor underwater virtual beacon localization framework was established, proposing a differential Chan–Gauss–Newton (DCGN) methodology for submerged vehicles. …”
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Shearography-Based Near-Surface Defect Detection in Composite Materials: A Spatiotemporal Object Detection Neural Network Trained Only with Simulated Data by Guanlin Li, Yao Hu, Hao Wang, Qun Hao, Yu Zhang

“…However, the high cost of the dataset significantly limits the application of neural networks in shearography. Current simulation data generation techniques fail to eliminate the discrepancies between simulated and experimental data, resulting in suboptimal performance when training neural networks with only simulated data. …”
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ATClean: A Novel Method for Detecting Low-luminosity Transients and Application to Pre-explosion Counterparts from SN 2023ixf by S. Rest, A. Rest, C. D. Kilpatrick, J. E. Jencson, S. von Coelln, L. Strolger, S. Smartt, J. P. Anderson, A. Clocchiatti, D. A. Coulter, L. Denneau, S. Gomez, A. Heinze, R. Ridden-Harper, K. W. Smith, B. Stalder, J. L. Tonry, Q. Wang, Y. Zenati

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Principles of Correction for Long-Term Orbital Observations of Atmospheric Composition, Applied to AIRS v.6 CH₄ and CO Data by Vadim Rakitin, Eugenia Fedorova, Andrey Skorokhod, Natalia Kirillova, Natalia Pankratova, Nikolai Elansky

“…The developed methodology for satellite data verification and correction is supposed to be universal and applicable to other long-term orbital observations.…”
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Investigating Tropical Cyclone Warm Core and Boundary Layer Structures with Constellation Observing System for Meteorology, Ionosphere, and Climate 2 Radio Occultation Data by Xiaoxu Qi, Shengpeng Yang, Li He

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Protection of Personal Data in the System of Modern Accounting in the Context of the Implementation of the Regulation of the European Parliament and of the EU Council 2016/679 of 2... by Katarzyna Świetla

“…The key findings of the study are: noticeable increase in the interest of the contracting parties in data protection issues, as well as presenting their positive aspects along with possible problems in their practical application. …”
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Toward a European tort law of data protection: The case law of the Court of Justice of the European Union and its impact on national tort laws by Novović Miloš, Bubalo Lana

“…The paper examines the provisions governing non-material damage resulting from violations of the right to personal data protection under the General Data Protection Regulation (GDPR), as well as their interpretation in the case law of the Court of Justice of the European Union (CJEU). …”
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The Suicide-Risk Factor – Data Query Tool (SURF-DQT): easy and handy access to the exhaustive base of highest evidence suicide risk factors by C.-E. Notredame, M. Ford, N. Jabari, O. Bhuiyan, S. Richard-Devantoy

“…The Suicide Risk-Factor – Data Query Tool (SURF-DTQ) is a web application that collates organized data and helps with meta-analysis of suicidality data. …”
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Random Forest-Based Machine Learning Model Design for 21,700/5 Ah Lithium Cell Health Prediction Using Experimental Data by Sid-Ali Amamra

“…In this research, the use of machine learning techniques for predicting the state of health (SoH) of 5 Ah—21,700 lithium-ion cells were explored; data from an experimental aging test were used to build the prediction model. …”
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Offering zero-rated content in the shadow of net neutrality by Giuseppe Colangelo, Valerio Torti

“… In the recent Telenor case, the EU Court of Justice has for the first time interpreted the relationship between net neutrality regulation and zero-rating offers, considering the former incompatible with the offer of packages in which data traffic generated by certain applications does not count towards the consumption of the data volume purchased and whereby, once that data volume has been used up, end-users may continue to use those applications without restriction, while other applications are blocked or slowed. …”
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Analysis of strengths, weaknesses, opportunities, and threats: Analytical hierarchy process based dental waste management in Odisha by Somalee Mahapatra, Manoranjan Dash, Subhashis Mohanty

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Network log analysis with SQL-on-Hadoop by Si-yu ZHANG, Kai-da JIANG, Jian-wen WEI, Xuan LUO, Hai-yang WANG

“…With the rapid expansion of network bandwidth,devices and applications,log management is facing the challenge of exploding data volumes.Log analysis platform built on SQL-on-Hadoop is capable of storing and querying hundreds of billions of log entries effectively.Columnar and compressed data formats for Hadoop are benchmarked with real-world multi-TB dataset.Conditional and statistical querying efficiency of Hive and Impala is tested.With gzipped parquet format,log data can be compressed by 80%,and querying with impala is 5 times faster.On this platform,six security incident analysis and detection applications are already deployed.…”
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Conventional Near-Infrared Spectroscopy and Hyperspectral Imaging: Similarities, Differences, Advantages, and Limitations by Daniel Cozzolino

“…Specifically, NIR-HSI systems provide spatial information and spectral data, while conventional NIR spectroscopy provides spectral information from a single point. …”
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Bregman divergences for physically informed discrepancy measures for learning and computation in thermomechanics by Andrieux, Stéphane

“…This study is motivated by the need of “discrepancy measures” between physically constrained fields that are used both in traditional algorithms, analysis methods and data driven modelling or applications as well.We give also a characterization of symmetrical Bregman divergences through their generating functions which can only be quadratic forms. …”
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Knowledge Discovery Using Clustering Methods in Medical Database: A Case Study for Reflux Disease by Fatma Rıdaouı, Yunus Doğan

“…Digitalization spreads day by day around the world; thus, the amount of data collected is on the rise. An increasing amount of data leads us to use the data and get the advantage of it by using methods like Data mining. …”
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Transformer-Based Single-Cell Language Model: A Survey by Wei Lan, Guohang He, Mingyang Liu, Qingfeng Chen, Junyue Cao, Wei Peng

“…In addition, increasing studies based on transformers have been proposed to model single-cell data. In this review, we attempt to systematically summarize the single-cell language models and applications based on transformers. …”
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Investigation into the Mechanism of the Impact of Sunlight Exposure Area of Urban Artificial Structures and Human Activities on Land Surface Temperature Based on Point of Interest... by Yuchen Wang, Yu Zhang, Nan Ding

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