Search for dissertations about: "outlier detection"
Showing result 11 - 15 of 18 swedish dissertations containing the words outlier detection.
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11. Kinetics Quality Assessment for real-time PCR
Abstract : For proper DNA quantification by real-time PCR, compared samples should have similar PCR efficiencies. This assumption might not be always correct, as suggested by hundreds of publications dealing with PCR inhibition. READ MORE
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12. Ground Object Recognition using Laser Radar Data : Geometric Fitting, Performance Analysis, and Applications
Abstract : This thesis concerns detection and recognition of ground object using data from laser radar systems. Typical ground objects are vehicles and land mines. For these objects, the orientation and articulation are unknown. The objects are placed in natural or urban areas where the background is unstructured and complex. READ MORE
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13. Towards safe and efficient application of deep neural networks in resource-constrained real-time embedded systems
Abstract : We consider real-time safety-critical systems that feature closed-loop interactions between the embedded computing system and the physical environment with a sense-compute-actuate feedback loop. Deep Learning (DL) with Deep Neural Networks (DNNs) has achieved success in many application domains, but there are still significant challenges in its application in real-time safety-critical systems that require high levels of safety certification under significant hardware resource constraints. READ MORE
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14. 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
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15. Machine learning for building energy system analysis
Abstract : Buildings account for approximately 40% of the global energy, and Heating, Ventilation, and Air Conditioning (HVAC) contributes to a large proportion of building energy consumption. Two main negative characteristics that contribute to performance degradation and energy waste in an HVAC system are inappropriate control strategies and faults. READ MORE
