Improving Sentiment Analysis Accuracy Using CRNN on Imbalanced Data: a Case Study of Indonesian National Football Coach by Slamet Riyadi, Muhammad Dzaki Mubarok, Cahya Damarjati, Asnor Juraiza Ishak

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Time series analysis of radiant heat using 75 hours VIIRS satellite day and night band nightfire data by Jyoti U. Devkota

“…Cubic Spline Interpolation and merging has been done to create a time series data occurring at equal minute time interval. …”
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Generation of digital terrain models using different geospatial measurement technologies: A comparative analysis of the terrain data sets by Ali Karaca, Ender Buğday

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Extending the TPB of residential waste sorting with situational factors using a data-driven approach: The case of Gothenburg, Sweden by Jonathan Cohen, Jorge Gil, Leonardo Rosado

“…Furthermore, this study introduces the use of Exploratory Factor Analysis as a data-driven approach to define various TPB constructs from a collection of items, including situational factors such as distance to waste bins or the condition of recycling facilities. …”
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Neutron Transport Simulations of RBMK Fuel Assembly Using Multigroup and Continuous Energy Data Libraries within the SCALE Code by Andrius Slavickas, Raimondas Pabarčius, Aurimas Tonkūnas, Sigitas Rimkevičius

“…The resonance processing of cross section, involved in the preparation of the multigroup data library, has a significant impact on neutron transport calculations. …”
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Machine learning approach for identifying and forecasting streamflow droughts in data limited basins of South Korea using threshold levels by Young-Ho Seo, Jang Hyun Sung, Byung-Sik Kim, Junehyeong Park

“…Abstract Artificial Intelligence (AI) has been extensively utilized for streamflow prediction, primarily in gauged watersheds using meteorological and historical streamflow data. …”
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Air Pollution Variation During COVID-19 Pandemic Using Satellite and On-site Measurement Data in Six Provinces in Iran by Maryam Zare Shahne, Amirhossein Noori, Mehdi Alizade Attar

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Using rule-based machine learning for candidate disease gene prioritization and sample classification of cancer gene expression data. by Enrico Glaab, Jaume Bacardit, Jonathan M Garibaldi, Natalio Krasnogor

“…Microarray data analysis has been shown to provide an effective tool for studying cancer and genetic diseases. …”
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Data Attribute Selection with Information Gain to Improve Credit Approval Classification Performance using K-Nearest Neighbor Algorithm by Ivandari Ivandari, Tria Titiani Chasanah, Sattriedi Wahyu Binabar, M. Adib Al Karomi

“…Such condition causes the payment process to be disrupted or also called the term “bad creditâ€. This research uses public data of credit card dataset from UCI repository and private data that is dataset of credit approval from local banking. …”
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Artificial Intelligence-Driven Biological Age Prediction Model Using Comprehensive Health Checkup Data: Development and Validation Study by Chang-Uk Jeong, Jacob S Leiby, Dokyoon Kim, Eun Kyung Choe

“…MethodsWe used data from Koreans who underwent health checkups at the Seoul National University Hospital Gangnam Center as well as from the Korean Genome and Epidemiology Study. …”
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Multi-fidelity transfer learning for quantum chemical data using a robust density functional tight binding baseline by Mengnan Cui, Karsten Reuter, Johannes T Margraf

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Longitudinal Motion System Identification of a Fixed-Wing Unmanned Aerial Vehicle Using Limited Unplanned Flight Data by Nuno M. B. Matos, André C. Marta

“…The proposed solution uses first- and second-order parameter-based models to build a non-linear dynamic model which, using a least square error optimisation algorithm in a time domain formulation, has its parameters tuned to converge the model behaviour with the real aircraft dynamics. …”
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Monitoring Water Level Fluctuations of Reservoirs in the Krishna River Basin Using Sentinel-3 and ICESat-2 Altimetry Data by Ahalya Nalluri, H. Ramesh, Pankaj Ramji Dhote

“…The traditional approach to water level monitoring, using sensor devices to automatically measure levels in tanks or reservoirs, is costly and requires regular maintenance. …”
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Use of Healthcare Claims Data to Generate Real-World Evidence on Patients With Drug-Resistant Epilepsy: Practical Considerations for Research by Nicole Stamas, Tom Vincent, Kathryn Evans, Qian Li, Vanessa Danielson, Reginald Lassagne, Ariel Berger

“…This is likely due, at least in part, to the many challenges inherent in using real-world data to define DRE, neuromodulation (including type implanted), and related outcomes of interest. …”
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A study on the relationship between internet popularity and emotional perception of urban parks using Weibo data in Luoyang, China by Yipeng Ge, Yafei Guo, Yueshan Ma, Songjie Ma, Yang Liu, Xinjie Qin

“…This study aims to fill this gap by analyzing 41,675 social media data from Luoyang, China, quantifying emotional perception(ETPN), and using Multi-task and Hierarchical Linear regression models to explore the relationship between INPY, public perception, and urban parks. …”
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Emission Estimation and Spatiotemporal Distribution of Passenger Ships Using Multi-Source Data: A Case from Zhoushan (China) by Xubiao Xu, Xingyu Liu, Lin Feng, Wei Yim Yap, Hongxiang Feng

“…This contribution investigated the temporal and spatial distribution characteristics of pollutants emitted by short-distance passenger ships at Zhoushan (China) using Automatic Identification System (AIS) data and the bottom–up emission model integrated with multi-source meteorological data. …”
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Studying individuals in same-sex couples using longitudinal administrative data from Canadian tax records: Opportunities and challenges by Chih-lan Winnie Yang, Nicole Denier, Xavier St-Denis, Sean Waite

“…BACKGROUND: Quantitative research on the social, demographic, and economic outcomes of sexual minorities has long been hampered by data shortfalls, with most surveys and censuses limited by sample sizes and/or a lack of direct questions on sexual identity. …”
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Effect of Air Duct Layout on the Airflow in Data Center Using Under-floor Air Distribution (2) Experimental Verification by 胡雨, 耿云, 张忠斌, 张萌, 姚喻晨, 黄虎, 黄毅, 蒋赟昱

“…The huge amount of energy consumed in data centers has prompted researchers to continue studying how to improve their energy efficiency, and according to a US Environmental Protection Agency report, the energy consumption in data centers is doubling every five years; in contrast, the energy consumption in data centers in China have a growth rate significantly higher than the average level globally. …”
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Estimating river water level using satellite altimetry and water surface temperature data in a regulated subtropical river by Qi Wang, Hailong Wang

“…RWL estimation based on remote sensing techniques has drawn great attention to the hydrologic community even with relatively low temporal resolution but acceptable accuracy. …”
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Decline in new drug launches: myth or reality? Retrospective observational study using 30 years of data from the UK by Derek J Ward, Andrew J Stevens, Sue Simpson, Orsolina I Martino

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