Search Results - "Peuquet, Donna"

A method for discovery and analysis of temporal patterns in complex event data by Peuquet, Donna J., Robinson, Anthony C., Stehle, Samuel, Hardisty, Franklin A., Luo, Wei

“…Pattern analysis techniques currently common within geography tend to focus either on characterizing patterns of spatial and/or temporal recurrence of a single…”
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GIS Approaches for the Estimation of Residential-Level Ambient PM Concentrations by Liao, Duanping, Peuquet, Donna J., Duan, Yinkang, Whitsel, Eric A., Dou, Jianwei, Smith, Richard L., Lin, Hung-Mo, Chen, Jiu-Chiuan, Heiss, Gerardo

“…Spatial estimations are increasingly used to estimate geocoded ambient paniculate matter (PM) concentrations in epidemiologic studies because measures of daily…”
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Analyzing Spatio-Temporal Patterns and Their Evolution via Sequence Alignment by Stehle, Samuel, Peuquet, Donna J.

“…Temporal patterns indicate consistency and change, providing insight into social processes and phenomena. This article contributes to understanding patterns in…”
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A GeoAgent-based framework for knowledge-oriented representation: Embracing social rules in GIS by Yu, Chaoqing, Peuquet, Donna J.

“…While current Geographic Information Systems (GISs) can represent observational spatial data well, they have limited capabilities in representing some…”
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An ensemble approach to space-time interpolation by Wentz, Elizabeth A., Peuquet, Donna J., Anderson, Sharolyn

“…The availability of spatial data on an unprecedented scale as well as advancements in analytical and visualization techniques gives researchers the opportunity…”
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It's About Time: A Conceptual Framework for the Representation of Temporal Dynamics in Geographic Information Systems by Peuquet, Donna J.

“…The study of spatiotemporal dynamics is certainly not new, nor is it unique to the field of geography. Nevertheless, addressing complex human and environmental…”
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Constructing Overview + Detail Dendrogram-Matrix Views by Jin Chen, MacEachren, A.M., Peuquet, D.J.

“…A dendrogram that visualizes a clustering hierarchy is often integrated with a re-orderable matrix for pattern identification. The method is widely used in…”
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Ambient Particulate Air Pollution and Ectopy-The Environmental Epidemiology of Arrhythmogenesis in Women's Health Initiative Study, 1999-2004 by Liao, Duanping, Whitsel, Eric A., Duan, Yinkang, Lin, Hung-Mo, Quibrera, P. Miguel, Smith, Richard, Peuquet, Donna J., Prineas, Ronald J., Zhang, Zhu-Ming, Anderson, Garnet

“…The relationships between ambient PM 2.5 and PM 10 and arrhythmia and the effect modification by cigarette smoking were investigated. Data from U.S…”
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National Kriging Exposure Estimation: Liao et al. Respond by Liao, Duanping, Peuquet, Donna J., Lin, Hung-Mo, Duan, Yinkang, Whitsel, Eric A., Smith, Richard L., Heiss, Gerardo

“…Szpiro et al. suggest that our findings Liao et al. (2006) do not adequately support using national-scale, log-normal ordinary kriging to estimate daily mean…”
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ICEAGE: Interactive clustering and exploration of large and high-dimensional geodata by DIANSHENG GUO, PEUQUET, Donna J, GAHEGAN, Mark

“…Issue Title: Special Issue on Selected Papers from ACMGIS 2002 The unprecedented large size and high dimensionality of existing geographic datasets make the…”
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Interpretable machine learning for analysing heterogeneous drivers of geographic events in space-time by Masrur, Arif, Yu, Manzhu, Mitra, Prasenjit, Peuquet, Donna, Taylor, Alan

“…Machine learning (ML) interpretability has become increasingly crucial for identifying accurate and relevant structural relationships between spatial events…”
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The Role of Knowledge Representation in Geographic Knowledge Discovery: A Case Study by Mennis, Jeremy, Peuquet, Donna J

“…With the advent of massive, heterogeneous geographic datasets, data mining and knowledge discovery in databases (KDD) have become important tools in deriving…”
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Geobrowsing: Creative Thinking and Knowledge Discovery Using Geographic Visualization by Peuquet, Donna J., Kraak, Menno-Jan

“…In the modern computing context, the map is no longer just a final product. Maps are now being used in a fundamentally different way – as a self-directed tool…”
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Co-location Pattern Mining of Geosocial Data to Characterize Urban Functional Spaces by Masrur, Arif, Thakur, Gautam, Sparks, Kevin, Palumbo, Rachel, Peuquet, Donna J.

“…Spatial Co-location Pattern (SCP) mining continues to play a critical role in understanding the morphology of urban functional spaces of world cities. It…”
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PerSE: visual analytics for calendar related spatiotemporal periodicity detection and analysis by Swedberg, Brian, Peuquet, Donna

“…Periodicity is embedded in all societies. As most of us organize our lives based on temporal structures, it is hard to imagine what life would be like without…”
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Design and evaluation of a geovisual analytics system for uncovering patterns in spatio-temporal event data by Robinson, Anthony C., Peuquet, Donna J., Pezanowski, Scott, Hardisty, Franklin A., Swedberg, Brian

“…It remains difficult to develop a clear understanding of geo-located events and their relationships to one another, particularly when it comes to identifying…”
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Representations of Geographic Space: Toward a Conceptual Synthesis by Peuquet, Donna J.

“…The need for a conceptually high-level, unifying representational scheme for geographic phenomena was recognized long ago. A number of attempts to address this…”
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Making Space for Time: Issues in Space-Time Data Representation by Peuquet, Donna J

“…Even with much activity over the past decade, including organized efforts on both sides of the Atlantic, the representation of both space and time in digital…”
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Theme section on advances in spatio-temporal analysis and representation by Peuquet, Donna J.

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Integrating scientific modeling and supporting dynamic hazard management with a GeoAgent-based representation of human–environment interactions: A drought example in Central Pennsylvania, USA by Yu, Chaoqing, MacEachren, Alan M., Peuquet, Donna J., Yarnal, Brent

“…Recent natural disasters indicate that modern technologies for environmental monitoring, modeling, and forecasting are not well integrated with cross-level…”
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