Browsing by Subject "Artificial Intelligence."
Now showing items 1-6 of 6
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Coupling Data Science Techniques and Numerical Weather Prediction Models for High-Impact Weather Prediction
(2016-08-12)Meteorologists have access to more model guidance and observations than ever before, but this additional information does not necessarily lead to better forecasts. New tools are needed to reduce the cognitive load on ... -
The creation and analysis of next-day random forest-based high-impact weather forecasts
(2021-05)Flash floods, tornadoes, damaging winds, and large hail are costly and difficult to predict, even for state-of-the-art, high-resolution numerical weather prediction (NWP) systems. Current operational NWP ensembles have a ... -
Development and validation of metrics to evaluate robotics operator performance.
(2003)This dissertation sought to develop and validate objective performance metrics for RMS operators to facilitate operator screening, provide training feedback, and examine performance changes over time. Preliminary investigation ... -
NOVEL USER-CENTRIC ARCHITECTURES FOR FUTURE GENERATION CELLULAR NETWORKS: DESIGN, ANALYSIS AND PERFORMANCE OPTIMIZATION
(2019-08)Ambitious targets for aggregate throughput, energy efficiency (EE) and ubiquitous user experience are propelling the advent of ultra-dense networks. Inter-cell interference and high energy consumption in an ultra-dense ... -
Optimization of parameters for binary genetic algorithms.
(2007)In the GA framework, a species or population is a collection of individuals or chromosomes, usually initially generated randomly. A predefined fitness function guides selection while operators like crossover and mutation ... -
Uncertainty and sensitivity analysis in support vector machines: Robust optimization and uncertain programming approaches.
(2006)Noisy or uncertain data are common in machine learning and data mining applications. Noisy data can significantly affect the behavior of data mining and machine learning algorithms. Robust optimization and sensitivity ...