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Filtering by: Creator Feindel, Kristin B. Advisor Dietterich, Thomas G. License All rights reserved

Machine learning methods for public policy : simulation, optimization, and visualization

Creator:

McGregor, Sean

Abstract:

Society faces many complex management problems, particularly in the area of shared public resources such as ecosystems. Existing decision making processes are often guided by personal experience and political ideology rather than state-of-the-art scientific understanding. This dissertation envisions a future in which multiple stakeholders are provided with computational tools for...

Resource Type:

Dissertation

Full Text:

row has the three parameter con- trols for (A) the reward specification, (B) the model modifiers, and
Activity recognition in desktop environments

Creator:

Shen, Jianqiang

Abstract:

Knowledge workers are struggling in the information flood. There is a growing interest in intelligent desktop environments that help knowledge workers organize their daily life. Intelligent desktop environments allow the desktop user to define a set of “activities” that characterize the user’s desktop work. These environments then attempt to identify...

Resource Type:

Dissertation

Full Text:

all resources related to the current task; the Folder Predictor (b) provides 3 predicted folders in
Explanations and Processes to Enable Humans to Assess AI with Respect to Manipulable Properties

Creator:

Dodge, Jonathan E.

Abstract:

Assessing AI systems is difficult. Humans rely on AI systems in increasing ways, both visible and invisible, meaning a variety of stakeholders need a variety of assessment tools (e.g., a professional auditor, a developer, and an end user all have different needs). We posit that it is possible to provide...

Resource Type:

Dissertation

Full Text:

. . . . . . . . . . . . . . . . . . 147 B Design evolution of explanations in Chapter 4 and 5 . . . . . . . . . . . . . 148 C More about