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SenseML : a platform for constructing IOT data pipelines
(Massachusetts Institute of Technology, 2017)
In this thesis, we present SenseML. SenseML is a general-purpose platform that enables users to transform sensor data from the IOT domain into a machine learning-ready format - what we call an attribute time series. It is ...
Increasing customization in a location-based augmented reality software platform
(Massachusetts Institute of Technology, 2017)
In this thesis, I designed and implemented a framework for adding customizable icons to an existing location-based augmented reality software platform. This platform is comprised of a browser-based editor and a mobile ...
Online social network sensors for influenza outbreaks
(Massachusetts Institute of Technology, 2013)
Previous research has shown strong correlations between postings on the online social network Twitter where users complain of influenza-like symptoms, and clinical data on actual influenza rates. In addition, previous ...
Improving learnability of high functionality user interfaces through simplification without loss of functionality
(Massachusetts Institute of Technology, 2013)
Justify is a high-functionality web application that helps users clearly state arguments and organize them in a meaningful structure, however due to its complicated user interface and abundance of point types, it is extremely ...
Web-based data visualization and optimization methods for applications in urban planning
(Massachusetts Institute of Technology, 2014)
This thesis deals with the problem of enhancing the understanding of urban information through interactive data-driven visualization and planning tools. In the first part of the thesis, I present a series of web-based data ...
Multi-volume high resolution RGB-D mapping with dynamic volume placement
(Massachusetts Institute of Technology, 2015)
We present a novel method for creating high-resolution 3D reconstructions using RGB-D cameras, such as the Microsoft Kinect. We demonstrate how such a technique can be used both for large scale mapping and high-resolution ...
Automatic documentation generation from source code
(Massachusetts Institute of Technology, 2016)
Many systems lack robust documentation because writing documentation comes at a cost for developers and offers little immediate benefits. To motivate developers to write more documentation, we need a framework that ...
Natural language processing based nutritional application
(Massachusetts Institute of Technology, 2015)
The ability to accurately and eciently track nutritional intake is a powerful tool in combating obesity and other food related diseases. Currently, many methods used for this task are time consuming or easily abandoned; ...
A counter-example to Karlin's strong conjecture for fictitious play
(Massachusetts Institute of Technology, 2015)
Fictitious play is a natural dynamic for equilibrium play in zero-sum games, proposed by Brown , and shown to converge by Robinson . Samuel Karlin conjectured in 1959 that fictitious play converges at rate O(t- 1/ 2) with ...
Real-time processing and visualization of intensive care unit data
(Massachusetts Institute of Technology, 2017)
Intensive care unit (ICU) patients undergo detailed monitoring so that copious information regarding their condition is available to support clinical decision-making. Full utilization of the data depends heavily on its ...