Search Results - "Wenskovitch, John"

Towards a Systematic Combination of Dimension Reduction and Clustering in Visual Analytics by Wenskovitch, John, Crandell, Ian, Ramakrishnan, Naren, House, Leanna, Leman, Scotland, North, Chris

“…Dimension reduction algorithms and clustering algorithms are both frequently used techniques in visual analytics. Both families of algorithms assist analysts…”
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MOSBIE: a tool for comparison and analysis of rule-based biochemical models by Wenskovitch, Jr, John E, Harris, Leonard A, Tapia, Jose-Juan, Faeder, James R, Marai, G Elisabeta

“…Mechanistic models that describe the dynamical behaviors of biochemical systems are common in computational systems biology, especially in the realm of…”
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Human-Centric Contingency Analysis Metrics for Evaluating Operator Performance and Trust by Anderson, Alexander A., Jefferson, Brett A., Kincic, Slaven, Wenskovitch, John E., Fallon, Corey K., Baweja, Jessica A., Chen, Yousu

“…A novel set of system-state and control-action penalty functions are introduced as an alternative to traditional performance index contingency ranking. The…”
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Bridging cognitive gaps between user and model in interactive dimension reduction by Wang, Ming, Wenskovitch, John, House, Leanna, Polys, Nicholas, North, Chris

“…Interactive machine learning (ML) systems are difficult to design because of the “Two Black Boxes” problem that exists at the interface between human and…”
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A Methodology for Evaluating Operator Usage of Machine Learning Recommendations for Power Grid Contingency Analysis by Wenskovitch, John, Jefferson, Brett, Anderson, Alexander, Baweja, Jessica, Ciesielski, Danielle, Fallon, Corey

“…This work presents the application of a methodology to measure domain expert trust and workload, elicit feedback, and understand the technological usability…”
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Tdap: The Need to Educate and Immunize by Rittle, Chad, Lang, Yolanda C., Wenskovitch, John E.

“…The resurgence of pertussis is puzzling, especially given the requirement that children complete recommended immunizations prior to school entry. Are adult…”
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Interactive Artificial Intelligence: Designing for the "Two Black Boxes" Problem by Wenskovitch, John, North, Chris

“…We present a symmetric, collaborative human-artificial intelligence (AI) model using semantic interaction as a design philosophy. We discuss challenges…”
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An Examination of Grouping and Spatial Organization Tasks for High-Dimensional Data Exploration by Wenskovitch, John, North, Chris

“…How do analysts think about grouping and spatial operations? This overarching research question incorporates a number of points for investigation, including…”
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Survey on the Analysis of User Interactions and Visualization Provenance by Xu, Kai, Ottley, Alvitta, Walchshofer, Conny, Streit, Marc, Chang, Remco, Wenskovitch, John

“…There is fast‐growing literature on provenance‐related research, covering aspects such as its theoretical framework, use cases, and techniques for capturing,…”
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Clinical Outcomes of an Intensity Program for Children With Movement Challenges by Schreiber, Joseph, Wenskovitch, John, Belt, Janice, O'Donnell, Amy, Wolf, Debra

“…Physical therapists at an outpatient pediatric facility developed and implemented an Intensity Program for children with movement challenges. The program was…”
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Clinical Outcomes of an Intensity Program for Children With Movement Challenges by Schreiber, Joseph, Wenskovitch, John, Belt, Janice, O'Donnell, Amy, Wolf, Debra

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SIRIUS: Dual, Symmetric, Interactive Dimension Reductions by Dowling, Michelle, Wenskovitch, John, Fry, J. T., Leman, Scotland, House, Leanna, North, Chris

“…Much research has been done regarding how to visualize and interact with observations and attributes of high-dimensional data for exploratory data analysis…”
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Exploring Occupational Health Professionals Understanding and Needs in Regard to Total Worker Health (TWH) by Olszewski, Kimberly A., Wolf, Debra M., Wenskovitch, John

“…Background: Occupational health professionals (OHPs) are in a unique position to impact the health and well-being of employees at work and outside of work. One…”
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Towards insight-driven sampling for big data visualisation by Masiane, Moeti M., Driscoll, Anne, Feng, Wuchun, Wenskovitch, John, North, Chris

“…Creating an interactive, accurate, and low-latency big data visualisation is challenging due to the volume, variety, and velocity of the data. Visualisation…”
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Interactive Visual Analytics for Sensemaking with Big Text by Dowling, Michelle, Wycoff, Nathan, Mayer, Brian, Wenskovitch, John, Leman, Scotland, House, Leanna, Polys, Nicholas, North, Chris, Hauck, Peter

“…Analysts face many steep challenges when performing sensemaking tasks on collections of textual information larger than can be reasonably analyzed without…”
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Be the Data: Embodied Visual Analytics by Xin Chen, Self, Jessica Zeitz, House, Leanna, Wenskovitch, John, Maoyuan Sun, Wycoff, Nathan, Evia, Jane Robertson, Leman, Scotland, North, Chris

“…With the rise of big data, it is becoming increasingly important to educate groups of students at many educational levels about data analytics. In particular,…”
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Promoting Health and Safety Virtually: Key Recommendations for Occupational Health Nurses by Wolf, Debra M., Anton, Bonnie B., Wenskovitch, John

“…Nurses' use of the Internet and social media has surfaced as a critical concern requiring further exploration and consideration by all health care…”
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Pollux: Interactive Cluster-First Projections of High-Dimensional Data by Wenskovitch, John, North, Chris

“…Semantic interaction is a technique relying upon the interactive semantic exploration of data. When an analyst manipulates data items within a visualization,…”
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An Examination of Grouping and Spatial Organization Tasks for High-Dimensional Data Exploration by Wenskovitch, John, North, Chris

“…How do analysts think about grouping and spatial operations? This overarching question incorporates a number of points for investigation, including…”
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Promoting health and safety virtually: key recommendations for occupational health nurses by Wolf, Debra M, Anton, Bonnie B, Wenskovitch, John

“…Nurses' use of the Internet and social media has surfaced as a critical concern requiring further exploration and consideration by all health care…”
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