Privacy preserving time-series forecasting of user health data streams
Privacy preservation plays a vital role in health care applications as the requirements for
privacy preservation are very strict in this domain. With the rapid increase in the amount …
privacy preservation are very strict in this domain. With the rapid increase in the amount …
Real-time traffic jam detection and congestion reduction using streaming graph analytics
Z Abbas, P Sottovia, MAH Hassan… - … Conference on Big …, 2020 - ieeexplore.ieee.org
Traffic congestion is a problem in day to day life, especially in big cities. Various traffic
control infrastructure systems have been deployed to monitor and improve the flow of traffic …
control infrastructure systems have been deployed to monitor and improve the flow of traffic …
Design of a Meaningful Framework for Time Series Forecasting in Smart Buildings
This paper aims to provide discernment toward establishing a general framework, dedicated
to data analysis and forecasting in smart buildings. It constitutes an industrial return of …
to data analysis and forecasting in smart buildings. It constitutes an industrial return of …
Applied Machine Learning Methods for Time Series Forecasting
Time series data is ubiquitous, and accurate time series forecasting is vital for many real-
world application domains, including retail, healthcare, supply chain, climate science, e …
world application domains, including retail, healthcare, supply chain, climate science, e …
Privacy preserving survival prediction
Predictive modeling has the potential to improve risk stratification of cancer patients and
thereby contribute to optimized treatment strategies and better outcomes for patients in …
thereby contribute to optimized treatment strategies and better outcomes for patients in …
Scalable Streaming Graph and Time Series Analysis Using Partitioning and Machine Learning
Z Abbas - 2021 - diva-portal.org
Recent years have witnessed a massive increase in the amount of data generated by the
Internet of Things (IoT) and social media. Processing huge amounts of this data poses non …
Internet of Things (IoT) and social media. Processing huge amounts of this data poses non …
Privacy preserving behaviour learning for the IoT ecosystem
S Imtiaz - 2021 - diva-portal.org
IoT has enabled the creation of a multitude of personal applications and services for a better
understanding and improvement of urban environments and our personal lives. These …
understanding and improvement of urban environments and our personal lives. These …