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Dissertation17

Creator

Avery Ching1
Bin Lin1
Chen Liang1
Elham Beheshti Zavareh1
Emmanouil Pountourakis1
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Computer Science4
Machine Learning2
human computer interaction1
Adaptive systems1
Algorithmic Game Theory1
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Integrating Machine Learning and Symbolic Reasoning: Learning to Generate Symbolic Representations from Weak Supervision

Description:

Machine learning and symbolic reasoning have been two main approaches to build intelligent systems. Symbolic reasoning has been used in many applications by making use of expressive symbolic representations to encode prior knowledge, conduct complex reasoning and provide explanations. Recently, machine learning has enabled various successful applications by learning from...

Keyword:

Structural Alignment, Structured Prediction, Semantic Parsing, Machine Learning, Reinforcement Learning, and Symbolic Reasoning

Subject:

Computer Science

Creator:

Chen Liang

Owner:

Scholarly Digital Publishing

Date Uploaded:

10/28/2019

Date Modified:

10/28/2019

Date Created:

2018-01-01

Resource Type:

Dissertation
Mining Social Media for Healthcare Intelligence

Description:

Social media such as Twitter has risen as a powerful new communication medium for disseminating information on news, personal interests, experiences, and opinions. On social media, people talk about their lifestyle, health conditions and symptoms, search information on treatment options, and connect with people who have been through similar medical...

Keyword:

Healthcare, Data Mining, Twitter, Social Media, and Machine Learning

Subject:

Computer Science

Creator:

Kathy Lee

Owner:

digitalpublishing@northwestern.edu

Date Uploaded:

02/15/2019

Date Modified:

02/15/2019

Date Created:

2017-01-01

Resource Type:

Dissertation
Learning with Multiple Representations: Understanding Electricity with an Augmented Circuit Exhibit

Description:

Understanding electrical circuits can be difficult for novices of all ages (Grotzer & Sudbury, 2000; Osborne, 1983; Shipstone, 1984; Tarciso Borges, 1999). Research shows that novices tend to have inadequate understandings of what happens at the level of atoms and electrons, leading to difficulty predicting the outcomes of electrical circuits...

Keyword:

Computer Science

Subject:

Computer Science

Creator:

Elham Beheshti Zavareh

Owner:

Scholarly Digital Publishing

Date Uploaded:

01/25/2019

Date Modified:

01/25/2019

Date Created:

2017-01-01

Resource Type:

Dissertation
Readily Available Learning Experiences in Production Code

Description:

Online platforms for learning to code such as Coursera, CodeCademy, and CodeSchool attract millions of learners and significantly expand the pool of self-starting developers, yet critical gaps in knowledge and experience remain between inexperienced learners and professionals. With vast amounts of professionally-authored source code made readily available by the client-server...

Keyword:

Inspector, Tutorial, Debugger, JavaScript, Reverse Engineering, and Tracing

Subject:

Computer Science

Creator:

Joshua James Hibschman

Owner:

Scholarly Digital Publishing

Date Uploaded:

10/12/2018

Date Modified:

10/12/2018

Date Created:

2017-01-01

Resource Type:

Dissertation
Towards the privacy leakage of Android applications

Description:

Smartphone is becoming ubiquitous and its sales proportions have exceeded the sales of personal computer systems since 2012. The number of smartphones will increase and perhaps at an even higher rate in the coming years. The computational capacity and numerous mobile applications benefit end user's daily life. At the same...

Keyword:

Privacy, Android, Authentication, Security, Learning, and Program Analysis

Subject:

Computer Science

Creator:

Zhengyang Qu

Owner:

Scholarly Digital Publishing

Date Uploaded:

10/09/2018

Date Modified:

10/09/2018

Date Created:

2017-01-01

Resource Type:

Dissertation
Efficient Management of Spatio-temporal Trajectories for Location-based Services

Description:

The recent years have witnessed a large number of emerging applications in location based services, thanks to the wide spread use of GPS devices, cellular phones, RFID tags and mobile sensor nodes. A fundamental technology that enables such services is the efficient management of the vast volume of spatio-temporal information...

Keyword:

moving object database and spatio-temporal trajectory

Subject:

Computer Science

Creator:

Hui Ding

Owner:

Scholarly Digital Publishing

Date Uploaded:

09/14/2018

Date Modified:

09/14/2018

Date Created:

2008-09-09

Resource Type:

Dissertation
Optimizing File System Techniques for Large-Scale Scientific Applications

Description:

High-performance scientific computing in a modern age uses parallel techniques at a scale of hundreds of thousands of processors. These large-scale applications have I/O system workloads that are primarily driven by small, sparse I/O operations. While parallel file systems have provided application developers with scalable peak I/O bandwidth for large,...

Keyword:

Computer Science

Subject:

Computer Science

Creator:

Avery Ching

Owner:

Scholarly Digital Publishing

Date Uploaded:

08/31/2018

Date Modified:

08/31/2018

Date Created:

2007-12-12

Resource Type:

Dissertation
Compelling Computation: Strategies for Mining the Interesting

Description:

Living in a world where the machine and the Internet are ubiquitous, many people work and play online, in a world that is, ironically, often isolated and lonesome. While the Internet, as intended, connects us to information, products and services, it often draws us away from the rich connections that...

Keyword:

Computer Science

Subject:

Computer Science

Creator:

Sara Hodges Owsley

Owner:

Scholarly Digital Publishing

Date Uploaded:

08/27/2018

Date Modified:

08/27/2018

Date Created:

2007-11-07

Resource Type:

Dissertation
Reconstructing 3D Models from Line Drawings

Description:

Constructing 3D objects from 2D images has been an active research area for decades. Given captured 2D information from various devices, different techniques were developed to assign 3D positions to the target object. However, methods for reconstructing a 3D model from a single 2D image remain largely manual and labor-intensive....

Keyword:

Computer Science

Subject:

Computer Science

Creator:

Sangwon Lee

Owner:

Scholarly Digital Publishing

Date Uploaded:

08/13/2018

Date Modified:

08/13/2018

Date Created:

2007-09-26

Resource Type:

Dissertation
Human-driven Optimization

Description:

The optimization problems associated with adaptive and autonomic computing systems are often difficult to pose well and solve efficiently. A key challenge is that for many applications, particularly interactive applications, the user or developer is unlikely or unable to provide either the objective function f, or constraints. It is a...

Keyword:

Resource virtualization, Human-computer interaction, Adaptive systems, and Power management

Subject:

Computer Science

Creator:

Bin Lin

Owner:

Scholarly Digital Publishing

Date Uploaded:

08/01/2018

Date Modified:

08/01/2018

Date Created:

07-26-2007

Resource Type:

Dissertation

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