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    A Digital Phenotypic Assessment in Neuro-Oncology (DANO): A Pilot Study on Sociability Changes in Patients Undergoing Treatment for Brain Malignancies by Siddi, Francesca, Emedom-Nnamdi, Patrick, Catalino, Michael P., Rana, Aakanksha, Boaro, Alessandro, Dawood, Hassan Y., Sala, Francesco, Onnela, Jukka-Pekka, Smith, Timothy R.

    Published 2025
    “…We constructed several daily sociability features from phone communication logs, including the number of incoming and outgoing text messages and calls, the length of messages and duration of calls, message reciprocity, the number of communication partners, and number of missed calls. …”
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    Article
  15. 195

    Deep learning algorithms for classification of financial time series data by Lim, Kai Wei

    Published 2020
    “…Specifically, LSTM is able to circumvent the issue of long-term dependency as it has a unique unit structure for storage making it a suitable choice for financial time series classification. This paper publishes the results of training a LSTM network to classify the daily movement of 10 technology sector stocks over 5 years. …”
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    Final Year Project (FYP)
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    Autonomy mobile or progressive web app for elderly by Liu, Fenghao

    Published 2024
    “…In today's world, smartphones have changed how we stay connected and solve daily life issues. We can find a multitude of applications on the app store and various application publishing platforms, encompassing gaming, shopping, chatting, and more. …”
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    Final Year Project (FYP)
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