Search for dissertations about: "Time-Series Representation"
Showing result 1 - 5 of 31 swedish dissertations containing the words Time-Series Representation.
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1. Modeling time-series with deep networks
Abstract : .... READ MORE
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2. Scalable Streaming Graph and Time Series Analysis Using Partitioning and Machine Learning
Abstract : 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-trivial challenges in terms of the hardware and performance requirements of modern-day applications. READ MORE
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3. Data Abstraction and Pattern Identification in Time-series Data
Abstract : Data sources such as simulations, sensor networks across many application domains generate large volumes of time-series data which exhibit characteristics that evolve over time. Visual data analysis methods can help us in exploring and understanding the underlying patterns present in time-series data but, due to their ever-increasing size, the visual data analysis process can become complex. READ MORE
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4. Goodness-of-fit in Multivariate Time Series
Abstract : Goodness-of-fit is an important task in time series analysis. In this thesis, wepropose a new family of statistics and a new goodness-of-fit process for the wellknownmultivariate autoregressive moving average VARMA(p,q) model.Some preliminary results are studied first for an initial goodness-of-fit method. READ MORE
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5. Data Mining and Analysis for Characterizing Paper from On-line Multisensor Measurements
Abstract : The objective of this thesis is to develop a multi-resolution tool for screening paper formation variations, aiming to detect abnormalities in various frequency regions ranging from millimeters to several meters. The abnormalities detected in different frequency regions give an indication for the paper maker about specific disturbances in the paper production process. READ MORE