Search for dissertations about: "Incremental Clustering"
Showing result 1 - 5 of 8 swedish dissertations containing the words Incremental Clustering.
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1. Incremental Clustering of Source Code : a Machine Learning Approach
Abstract : Technical debt at the architectural level is a severe threat to software development projects. Uncontrolled technical debt that is allowed to accumulate will undoubtedly hinder speedy development and maintenance, introduce bugs and problems in the software product, and may ultimately result in the abandonment of the source code. READ MORE
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2. Data Stream Mining and Analysis : Clustering Evolving Data
Abstract : Streaming data is becoming more prevalent in our society every day. With the increasing use of technologies such as the Internet of Things (IoT) and 5G networks, the number of possible data sources steadily increases. Therefore, there is a need to develop algorithms that can handle the massive amount of data we now generate. READ MORE
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3. Incremental conceptual clustering in an on-line application
Abstract : .... READ MORE
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4. Adaptive Real-time Anomaly Detection for Safeguarding Critical Networks
Abstract : Critical networks require defence in depth incorporating many different security technologies including intrusion detection. One important intrusion detection approach is called anomaly detection where normal (good) behaviour of users of the protected system is modelled, often using machine learning or data mining techniques. READ MORE
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5. Hyperspectral Image Generation, Processing and Analysis
Abstract : Hyperspectral reflectance data are utilised in many applications, where measured data are processed and converted into physical, chemical and/or biological properties of the target objects and/or processes being studied. It has been proven that crop reflectance data can be used to detect, characterise and quantify disease severity and plant density. READ MORE