Open data, closed government : unpacking data.gov.sg by Stevens, Hallam

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Webapp for visualising and comparing datasets from data.gov.sg by Leung, Fiona Kit Ping

“…With so much data being collected around the world today and governments moving towards achieving “open data”, the focus of this project lands on data.gov.sg, the portal for the Singapore Government’s public datasets. …”
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Big data for traffic estimation and prediction: a survey of data and tools by Jiang, Weiwei, Luo, Jiayun

“…Combined with this trend, this study presents an up-to-date survey of open data and big data tools used for traffic estimation and prediction. …”
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Mobile apps and coproduction: investigating the performance of municipal public service delivery by Teo, Kenneth Kang Sheng

“…This study aims to empirically investigate the effect of different 311 reporting channels on Boston public agencies’ performances in case resolution. 335,639 cases were analysed from Boston’s open data. Descriptive statistics provided a characterisation of overdue cases. …”
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Empirical analysis of macroeconomic data using machine learning methods by Lee, Raynor Shang Ze, Seah, Kendrick, Ho, Spencer Choon Hooi

“…Collecting data from multiple government open-data sources, we utilised 196 monthly macroeconomic time series across 9 macroeconomic categories from 2000 to 2020. …”
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Econometric analysis on factors affecting HDB and private property resale prices through hedonic pricing models by Ong, Michelle Hui Fang, Toh, Ding Xiang, Lim, Vaneson Dun

“…Data for resale transactions of HDB flats and PP were obtained from Singapore Open Data and the Real Estate Information System (REALIS) database respectively. …”
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Air quality health index prediction based on hybrid CNN+LSTM model by Zhang, Shilin

“…The whole model construction process includes adding a CNN layer to the standard LSTM model to extract data features, comparing univariate input and multivariate input, adjusting the data period from daily to hourly, and adjusting the hyperparameters. The source is open data from the Hong Kong Environmental Protection Department (EPD) website. …”
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Personal credit default prediction fusion framework based on self-attention and cross-network algorithms by Han, Di, Guo, Wei, Chen, Yi, Wang, Bocheng, Li, Wenting

“…As the volume of open data from cloud platforms, including consumer, credit, and social data, experiences exponential growth, the problem of data collection for credit and lending has been effectively alleviated. …”
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Universal digital twin: land use by Akroyd, Jethro, Harper, Zachary, Soutar, David, Farazi, Feroz, Bhave, Amit, Mosbach, Sebastian, Kraft, Markus

“…The Crop Map of England (CROME) is produced annually by the UK Government and was identified as a valuable source of open data. Formal ontologies to represent land use and the geospatial data arising from such surveys have been developed. …”
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PLW : Probabilistic Local Walks for detecting protein complexes from protein interaction networks by Wong, Daniel Lin-Kit, Li, Xiaoli, Wu, Min, Zheng, Jie, Ng, See-Kiong

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Molecular docking analysis of 2009-H1N1 and 2004-H5N1 influenza virus HLA-B*4405-restricted HA epitope candidates : implications for TCR cross-recognition and vaccine development by Su, Chinh Tran To., Schönbach, Christian., Kwoh, Chee Keong.

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Shedding light on avoided disasters: measuring the invisible benefits of disaster risk management using probabilistic counterfactual analysis by Rabonza, Maricar, Lallemant, David, Lin, Yolanda C., Tadepalli, Sanjana, Wagenaar, Dennis, Nguyen, Michele, Choong, Jeanette, Liu, Celine Jia Ni, Sarica, Gizem Mestav, Widawati, Bernadeti Ausie Miranda, Balbi, Mariano, Khan, Feroz, Loos, Sabine, Lim, Tian Ning

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Spatial and temporal dynamics of suspended sediment concentrations in coastal waters of the South China Sea, off Sarawak, Borneo: ocean colour remote sensing observations and analy... by Choo, Jenny, Cherukuru, Nagur, Lehmann, Eric, Paget, Matt, Mujahid, Aazani, Martin, Patrick, Müller, Moritz

“…In this paper, we present a newly developed regional total suspended solids (TSSs) empirical model using MODIS Aqua's Rrs(530) and Rrs(666) reflectance bands to investigate the spatial and temporal variation in TSS dynamics along the southwest coast of Sarawak, Borneo, with the application of the Open Data Cube (ODC) platform. The performance of this TSS retrieval model was evaluated using error metrics (bias Combining double low line 1.0, MAE Combining double low line 1.47, and RMSE Combining double low line 0.22, in milligrams per litre) with a log10 transformation prior to calculation as well as using a k-fold cross-validation technique. …”
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Developing the innovative and transformative ecosystem for environmental sustainability in Phnom Penh as a model smart and sustainable capital city by Hoy, Jeremy Zhi Hao

“…This dashboard is also intended to serve as a demonstration for the potential of having a similar network in Cambodia, and by using only publicly available information, illustrates the value of having open data sharing with the public.   The second phase of the report explores the development of the dashboard which provides three functions, real-time weather monitoring, weather forecasting, and traffic monitoring. …”
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