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.
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Showing 1 to 20 of 48 for “"domain expertise"”.
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The Role Of Domain Expertise And Judgment In Dealing With Unexpected Events
… reasons for this variation, including level of domain expertise, previous experience with similar events, emotional connotation, and the contextual surround of the event. Whereas interrupting ongoing activities and focusing attention temporarily on a surprising event may be a useful evolutionary …
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On the finite sample complexity of causal discovery and the value of domain expertise
… our methods allow us to quantify the value of domain expertise in terms of data samples. Finally, we demonstrate the accuracy of these sample rates with numerical examples, and quantify the benefits of three types of domain expertise: sparsity priors, known causal directions, and known …
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The effects of domain expertise on exploratory information search and topic learning in social search environment
Item withdrawn by Mark Zulauf (zulauf@illinois.edu) on 2010-04-30T12:49:58Z Item was in collections: University of Illinois Theses & Dissertations (ID: 1) No. of bitstreams: 1 Kang_Ruogu.pdf: 1681452 bytes, checksum: 35184c5c374891a0c3805dcd93e511ab (MD5)
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Expertise, trust, and virtual team performance : leveraging team composition for intelligent agent design
… competition. Two features of team composition, domain expertise and dispositional trust, were used as treatment factors for team assignments, and we measured the processes, emergent states, and performance outcomes of each team. Our results indicate that domain expertise moderates the …
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PRADA-TF: Privacy-Diversity-Aware Online Team Formation
… is mainly designed to reflect team members' domain expertise and privacy preserving preferences when a task requires a wide range of diverse domain expertise for its successful completion. The proposed PRADA-TF aims to form a team for maximizing its productivity based on members' …
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Business-to-business marketplaces for freight transportation
… matched with carriers' capacity. Channel mix and domain expertise are the critical strategic mobility barriers for B2B marketplaces. Firms must make strategic decisions early about whether to include or exclude existing intermediaries and also how carriers' direct sales forces may be displaced. …
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Enhanced Industrial Control Systems Security: A Knowledge-Based Approach for Mitigating Socio-Technical Risks
… for reducing risks to ICS. By combining domain expertise, artificial intelligence, and risk management principles, the proposed system offers a comprehensive approach to enhance ICS security and minimize vulnerabilities arising from socio-technical factors. This research contributes to …
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Complete Visual and Geometric Object Reconstruction via Autonomous Robotic Manipulation
… objects, which is time-consuming and requires domain expertise. This project proposes an automatic pipeline to construct 3D representations from a collection of real objects, which can further be used to generate assets with accurate visual texture and collision geometry to be used in …
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An embedded domain specific sampling language for Monte Carlo rendering
… Monte Carlo integration requires significant domain expertise. While simple algorithms, such as unidirectional path tracing, are relatively forgiving, more complex algorithms, such as bidirectional path tracing or Metropolis methods, are notoriously difficult to implement correctly. We propose …
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Automatic Semantic Segmentation Of Kidney Tumors In Computed Tomography Images
… avoids such errors while making efficient use of domain expertise, and (3) the extensive benchmarking of a wide variety of deep learning methods applied to a large scale dataset collected using this pipeline. Taken together, these innovations enable the first fully-automatic semantic segmentation …
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QuickLET : a web-based tool for estimating pollutant loads in a watershed
… are available for public access often require domain expertise, making them relevant mostly among environmental researchers. Aside from intensive efforts required to gather enormous amount of data, the complexity of the modeling tools themselves hinder their application among non-technical …
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Natural Language Control for for Visually Interactive Decision Support Tools in Supply Chain Management
… visualizations can require technical and domain expertise to operate and understand. A solution for this is natural language interfaces, allowing users to use natural language commands to control the visualization. Additionally, natural language interfaces can be difficult to implement, …
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Enabling Connections in the Product Lifecycle using the Digital Thread
… measuring lifecycles relies primarily on domain expertise and estimates. Presented in this dissertation is a way to semantically represent a product lifecycle as a cyber-physical system for enabling the application of control methods to the lifecycle. Control requires a model and no models …
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Designing web-based adaptive learning environment : distils as an example
… students from being disoriented when a new domain is presented using Web technology. A prototype, Distributed Intelligent Learning System (DISTILS), has been implemented in a general chemistry laboratory domain. In DISTILS, students interact with the ITT through a Web browser. When a student …
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Software Requirements Classification Using Word Embeddings and Convolutional Neural Networks
… of manual labeling and loosen its necessity for domain-expertise.</p> <p>This thesis explores the application of deep learning techniques on software requirements classification, specifically the use of word embeddings for document representation when training a convolutional neural network …
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Information quality and diverse information systems situations
… expansion of frameworks across a large number of domains presents problems with respect to: framework choice, appropriateness, validity and users perceptions of information quality. Through the application of gap analysis techniques, experiments and domain expertise the method has the potential to …
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A natural language interface for querying graph databases
… without this technical knowledge or specific domain expertise to retrieve information that was previously inaccessible. Many existing natural language interfaces to databases (NLIDB) propose solutions that may not generalize well to multiple domains and may require excessive feature …
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Optimizing, Testing, and Securing Mobile Cloud Computing Systems For Data Aggregation and Processing
… Computing systems without requiring substantial domain expertise.
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USING DCGAN TO GENERATE SYNTHETIC PACKET FLOWS FOR THREAT DETECTION
… as the labeling is intensive and requires domain expertise. Deep Convolutional Generative Adversarial Networks (DCGAN) are known for their image recognition and generation capabilities by learning inherent features within the image. In this thesis, we looked at how DCGAN could be trained to …
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Democratizing data science through interactive curation of ML pipelines
Statistical knowledge and domain expertise are key to extract actionable insights out of data, yet such skills rarely coexist together. In Machine Learning, high-quality results are only attainable via mindful data preprocessing, hyperparameter tuning and model selection. Domain experts are often …
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