Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 8 of 8 for “"Probabilistic classification"”.
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A Probabilistic Classification Algorithm With Soft Classification Output
… a shared memory parallel version of the hybrid classification algorithm IGSCR (iterative guided spectral class rejection), a novel data reduction technique that can be used in conjunction with PIGSCR (parallel IGSCR), a noise removal method based on the maximum noise fraction (MNF), and a …
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Supervised manifold distance segmentation
… feature spaces like position, gradient and probabilistic measures are studied and experimented. Graph algorithm and probabilistic classification are involved. Both time and space complexity of this algorithm is O(N). With appropriate choice of feature vector, this method could produce …
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Mining mailing lists for content
… groups Emails based on their textual content. Classification is followed by information extraction where labeled data, such as the event date, is identified and stored along with the Email content in a searchable database. The first architecture is based on a probabilistic classification …
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Multiple Memory Systems in People With Schizophrenia: Possible Effect of Atypical Anti-Psychotic Medications
… Two different tests of implicit memory, the probabilistic classification learning (PCL) and the Iowa gambling task (IGT), have been shown to rely on the dorsal striatum and the PFC, respectively. Studies have previously shown that patients with schizophrenia treated with antipsychotics that …
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Autonomous Fire Suppression Using Feedback Control for Robotic Firefighting
… approach, appropriate feature selection and probabilistic classification of water leaks and sprays, real-time trajectory estimation, and a feedback controller for error correction in longer-range firefighting. The close proximity suppression algorithm uses IR fire detection IR stereo …
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Autonomous Navigation, Perception and Probabilistic Fire Location for an Intelligent Firefighting Robot
… selection for fire environment assessment, and probabilistic classification of fire, smoke and their thermal reflections. The real-time local obstacle avoidance method called the weighted vector method is developed to perceive the local environment through vectors, identify suitable obstacle …
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DEVELOPMENT AND APPLICATION OF NOVEL COMPUTATIONAL INTELLIGENCE TECHNIQUES TO THE MULTIVARIATE ANALYSIS OF METABOLOMICS BIOFLUIDS DATASETS
… machine (OSVM) is also employed for the MV classification of metabolic datasets. Moreover, principal component regression (PCR) was also employed for data iv probabilistic classification and regression purposes. This was followed by investigations of correlations between these biomolecular …
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Effect size estimation and robust classification for irregularly sampled functional data
… (fANOVA) model and the development of robust probabilistic classifier in functional response model. We especially consider irregular functional data in our study, where curves are collected over varying or non-overlapping intervals. First, we develop an approach to quantify the effect size on …