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FairML : ToolBox for diagnosing bias in predictive modeling
(Massachusetts Institute of Technology, 2016)
Predictive models are increasingly deployed for the purpose of determining access to services such as credit, insurance, and employment. Despite societal gains in efficiency and productivity through deployment of these ...
Transfer learning for predictive models in MOOCs
(Massachusetts Institute of Technology, 2016)
Predictive models are crucial in enabling the personalization of student experiences in Massive Open Online Courses. For successful real-time interventions, these models must be transferable - that is, they must perform ...
Operational Impacts of Responsive Electricity Loads: A Modeling Framework Including Policy Implications for Cyprus
(Massachusetts Institute of Technology, 2013)
In order to meet EU mandates, the island nation of Cyprus must raise penetration of renewable energy from roughly 5% in 2013 to 16% in 2020. This means Cyprus will need economical ways of balancing intermittency, a special ...
A semantic data federation engine : design, implementation & applications in educational information management
(Massachusetts Institute of Technology, 2011)
With the advent of the World Wide Web, the amount of digital information in the world has increased exponentially. The ability to organize this deluge of data, retrieve it, and combine it with other data would bring numerous ...
Understanding user state and preferences for robust spoken dialog systems and location-aware assistive technology
(Massachusetts Institute of Technology, 2012)
This research focuses on improving the performance of spoken dialog systems (SDS) in the domain of assistive technology for people with disabilities. Automatic speech recognition (ASR) has compelling potential applications ...
The regulation of internet interconnection : assessing network market power
(Massachusetts Institute of Technology, 2013)
Interconnection agreements in the telecommunications industry have always been constrained by regulation. Internet interconnection has not received the same level of scrutiny. Recent debates regarding proposed mergers, ...
An assessment of the economic, regulatory and technical implications of large-scale solar power deployment
(Massachusetts Institute of Technology, 2010)
Electricity from solar energy has many favorable attributes. Despite its current high cost relative to other technology options, a combination of cost reductions and policy support measures could lead to increasing deployment ...
Understanding the institutional landscape of cyber security
(Massachusetts Institute of Technology, 2016)
The decentralized architecture of the Internet, which has been key to its development and worldwide deployment, is making it challenging to secure Internet user experience. Many organizations claim to be playing a role in ...
Using "teacher moments" as an online practice space for parent-teacher conference simulation in preservice teacher education
(Massachusetts Institute of Technology, 2017)
The aim of this thesis is to investigate and improve the suitability of Teacher Moments as an online practice space for parent-teacher conference simulation in preservice teacher education. We evaluate Teacher Moments by ...
Modelling the prospects and impacts of methanol use in transportation in China at computable general equilibrium
(Massachusetts Institute of Technology, 2017)
The use of methanol as a transportation fuel is not a new phenomenon. However, factors such as price fluctuations, resistance to widespread introduction by special interest groups, and governmental policies have stood in ...