Data-driven integrated approach to airport demand management by Cheung, Wai Lun

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Data driven air pollutant concentration forecast system by Ong, Li Xuan

“…This project focuses on developing an appropriate data-driven air pollutant concentration forecasting system where it will be considering most of the essential air pollutants, aiming to provide reliable predictions of air quality health index levels by categorising them into different health risk categories over specific time periods and stations such as Shatin, Causeway Bay and Mong Kok. …”
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Mapping of city growth with socio-economic growth data by Mun, Cassandra Ji Kay

“…Hence, extensive and quality data on the trends of city growth are crucial for the development of effective urban plans and introduction of appropriate risk mitigation measures. …”
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In-plane dynamic crushing of a novel honeycomb with functionally graded fractal self-similarity by Liu, Hu, Zhang, Ee Teng, Ng, Bing Feng

“…Hence, in this study, a series of novel fractal honeycombs are proposed based on the combination of functionally gradient with fractal self-similarity features, which are constructed by varying the fractal parameter in each layer of the traditional self-similar honeycombs. …”
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Differentially private deep learning for time series data by Dwitami, Inggriany

“…For this experimental purposes, time series data is chosen over its image counterpart due to the fact that it is less computationally heavy. …”
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Extreme learning machine for classification and clustering on multiview data by Chen, Jichao

“…Many real-world applications deal with data that have multiple feature sets. Such data is called multiview data, where each feature set is considered as a view. …”
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From COVID-19 to monkeypox: a novel predictive model for emerging infectious diseases by Xu, Deren, Chan, Weng Howe, Habibollah, Haron, Nies, Hui Wen, Moorthy, Kohbalan

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DCEnt‐PredictiveNet: a novel explainable hybrid model for time series forecasting by Sudarshan, Vidya K., Ramachandra, Reshma A., Ojha, Smit, Tan, Ru-San

“…This work presents a novel hybrid framework called DCEnt-PredictiveNet (deep convolutional neural network (DCNN) + entropy + support vector regressor (SVR)) that concatenate both deep and handcrafted features for time series data analysis and forecasting. …”
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React based web-application for stock price forecasting with a novel stacking algorithm by Mittal, Madhav

“…The data is collected through the Yahoo Finance API. …”
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Computational design of a novel soft-Xray-based turbulence diagnostic in NSTX-U by Chen, Xiang

“…The ultimate aim of our research is to develop a novel diagnostic tool for temperature fluctuations. …”
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A novel brain-inspired neuro-fuzzy hybrid system for artificial ventilation modeling by Ng, G. S., Liu, F., Loh, T. F., Quek, Chai

“…However, as the ventilator control becomes increasingly more complex, it is non-trivial for less experienced clinicians to control the settings. In this paper, the novel Hebbian based Rule Reduction (HeRR) neuro-fuzzy system is applied to model this control problem for intra-patient and inter-patient ventilator control. …”
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Facilitating translation in biotech entrepreneurship: evaluating novel training programs in commercialization for scientist-entrepreneurs by Hisham, Farah, Nik Yusuf

Development of a novel colorimetric immunoassay for C-Reactive Protein using colloidal nanoparticles by Tjitra, Niklas Lesmana

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Development and Characterization of a Novel, Low-Cost Method for Measurement of Volatile Organic Compounds by Gao, Amanda

“…This thesis describes the development, characterization, optimization, and use of a novel low-cost instrument for measuring environmental VOCs. …”
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Deep sequencing of small RNA facilitates tissue and sex associated microRNA discovery in zebrafish by Vaz, Candida, Wee, Choon Wei, Lee, Gek Ping Serene, Ingham, Philip William, Tanavde, Vivek, Mathavan, Sinnakaruppan

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5G mobile wireless access and digital channeling with RF over fiber for long-haul 64-QAM communication by Al Noor, Mazin, Virdee, Bal Singh, Ouazzane, Karim, Mariyanayagam, Dion, Benetatos, Harry, Hubenova, Svetla

“…This paper presents the experimental results of a novel radio-over-fiber (RFoF) architecture that is capable of transmitting data at 20 Gb/s over a 600 km fiber. …”
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Nationwide spatial epidemiological dataset of over 100,000 influenza-like illness notifications in Iran by county (2015–2019) by Sedghian, A, MohammadEbrahimi, S, Sartorius, B, Kiani, B

Ownership of change: Participatory development of a novel latent construct for neighborhoods and health equity research by Binet, Andrew, Nidam, Yael, Houston-Read, Rebecca, Lopez, César Garcia, del Rio, Gabriela Zayas, Abreu, Dina, Baty, Carl, Baty, Arnetta, Genty, Josee, Graham, Goldean, Joseph, Jeff, Justice, Will, Roderigues, Gail, Underhill, David, Gavin, Vedette, Arcaya, Mariana C.

“…One salient dimension of the experience of neighborhood changes is a person's evolving sense of empowerment over the changes around them, such as development of new housing or shifts in economic opportunity. …”
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A novel machine learning based framework for developing composite digital biomarkers of disease progression by Zhai, S, Liaw, A, Shen, J, Xu, Y, Svetnik, V, FitzGerald, JJ, Antoniades, CA, Holder, D, Dockendorf, MF, Ren, J, Baumgartner, R

“…As an illustrative example, we applied this framework to data collected from a PD longitudinal observational study. …”

Minimally invasive inspection of technical and medical intracavities using a novel opto-digital scheme by Murukeshan Vadakke Matham.

“…Adjusting only the external equipment between changes of imaging mode will give cross-registered data of each type analysed, increasing the diagnostic value of each. …”
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