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.
Results
Showing 1 to 20 of 37 for “"behavior prediction"”.
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Diverse Behavior Prediction through Deep Hybrid Models
… is challenging due to multi-modal traffic agent behaviors such as maneuvers. In addition, predictors are often required to generate a limited number of prediction samples to cover diverse behaviors, due to the time complexity of processing these samples for downstream tasks. Existing model-based …
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Qualitative behavior prediction for simple mechanical systems
Thesis (M.Eng.)--Massachusetts Institute of Technology, Dept. of Electrical Engineering and Computer Science, 2001.
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Autonomous vehicles that understand road agents: Detection, tracking, and behavior prediction
Object detection, object tracking and behavior prediction are three fundamental problems towards human-level road agent understanding. In this thesis, we introduce a joint object detection and tracking model for real-time autonomous driving applications. Comparison with two state-of-the-art models …
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Underwater acoustic signal behavior prediction in the region of Kauai Island
Behavior of underwater sound propagation over long-ranges has been studied for several decades. The purpose of this is to describe sound propagation phenomena in various ocean environments. The key to understanding and visualizing is mathematical modeling. In the ocean acoustics community, four …
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A Machine Learning and Computer Vision Framework for Damage Characterization and Structural Behavior Prediction
… can be used to develop useful non-dimensional prediction parameters.
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Equality of opportunity in travel behavior prediction with deep neural networks and discrete choice models
… adopt machine learning to model travel behavior, they predominantly focus on prediction accuracy, while largely ignore the ethical challenges and the adverse social impacts embedded in the machine learning algorithms. This study introduces the important missing dimension - computational …
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The Estimation of Salience Weights From Similarities Choice Data in Multidimensional Scaling With Application to The Assessment of Industrial Supervisors
… multidimensional scaling as an assessment and behavior prediction tool for an individual subject, is presented.
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A Deep Learning Based Real-time Pedestrian Recognition System
… automated recognition system to understand the behavior of pedestrians in public videos. Such behavior prediction is helpful in a wide variety of security applications, such as loss prevention, missing people identification, etc. A deep learning-based detection framework and customized feature …
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Location privacy exchange behavior: development and testing of two proposed models
… dissertation includes measures of intent and behavior to determine relevant antecedents of actual location privacy disclosure in the context of LBS on mobile computing devices. In Essay One, qualitative research is used to discover the costs and benefits considered to be important by …
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Intelligent home automation security system based on novel logical sensing and behaviour prediction
… System Based on Novel Logical Sensing and Behavior Prediction, was designed to enhance authentication, authorization and security in smart home devices and services. The work proposes a three prong defensive strategy each of which are analyzed and evaluated separately to drastically improve …
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Numerical Study of Energy Loss Mechanisms in Oscillating Underwater Explosion (UNDEX) Bubbles
… explosion (UNDEX) events. The problem of over-prediction for long-term UNDEX bubble behavior in modern hydrocodes that is known to be due to neglected secondary energy-loss mechanisms is evaluated. A single secondary energy-loss mechanism is established as the most significant loss mechanism …
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Threat Assessment and Proactive Decision-Making for Crash Avoidance in Autonomous Vehicles
Threat assessment and reliable motion-prediction of surrounding vehicles are some of the major challenges encountered in autonomous vehicles' safe decision-making. Predicting a threat in advance can give an autonomous vehicle enough time to avoid crashes or near crash situations. Most vehicles on …
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Predicting the Likelihood and Scale of Wildfires in California using Meteorological and Vegetation Data
… Intelligence (AI) in wildfire detection and prediction has been highly researched as a tool to assist firefighters in stopping wildfires in its early stages. The three common wildfire prediction categories include image and video detection, behavior prediction, and susceptibility prediction. …
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Use of phase angle in lieu of critical crack tip opening displacement for asphalt binder specification
… and is more informative for asphalt long-term behavior prediction than intermediate and low temperature performance grades.
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Programming of wicking behavior of hydrogel and paper-based microfluidic device
… device and predict a resulting collective flow behavior is highly desirable with growing number of constituents and capability of μPADs. Here, the pre-storage capability of reagents in hydrogel is investigated to understand the role in μPADs and a series of experiments were conducted to identify …
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Adapting The Modified Cam Clay Constitutive Model To The Computational Analysis Of Dense Granular Soils
… (MCCM) was developed at Cambridge to study the behavior of clays and has been proven to be effective. In this study, this model is extended to the case of dense sands to analyze the accuracy of the stress-strain behavior. This analysis is based on triaxial test data applied to remolded and …
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Dynamic execution prediction and pipeline balancing of streaming applications
… we propose an automated dynamic execution behavior prediction approach based on compiler analysis that can be used to efficiently estimate the time to be spent in different pipeline stages for upcoming inputs. Our approach first uses dynamic taint analysis to automatically generate an …
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SEASONAL FLAMMABILITY COMPARISONS OF NATIVE AND EXOTIC PLANTS IN THE POST OAK SAVANNAH, BLACKLAND PRAIRIE, AND PINEYWOODS ECOREGIONS OF TEXAS
… Greater insight into the fundamental thermal behavior of wildland fuels can aid in fire behavior prediction and development of fire-resistant plant lists. This study focused on estimating seasonal and regional flammability characteristics of five evergreen species: yaupon (<em>Ilex …
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Developing an abstraction layer for the visualization of HSMM-based predictive decision support
… been previously proposed as real-time operator behavior prediction models that could be used by a supervisor to detect future anomalous behaviors. Because of the disconnect between HSMM prediction results and the data format anticipated by the decision support visualization (DSV) display …
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Nano-scale Heat Transfer in Nanostructures: Toward Understanding and Engineering Thermal Transport
… of the materials to enable large-scale thermal behavior prediction.
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