Research Papers

Title Effective Date Tags
Collaborating remotely: an evaluation of immersive capabilities on spatial experiences and team membership (International Journal of Digital Earth, 2018) May 10, 2018 12:00 AM ('research item', 'human-computer interaction', 'publication', 'virtual reality', 'journal article', 'immersive analytics', 'klippel', 'spatial', 'hci', 'simpson', 'geography')
Citizen monitoring during hazards: validation of Fukushima radiation measurements (GeoJournal, 2018) Apr 01, 2018 12:00 AM ('distributed sensors', 'publication', 'cervone', 'public health', 'spatial', 'emergency response', 'crowdsourcing', 'citizen science', 'hultquist', 'research item', 'measurement', 'geography')
Text preprocessing for unsupervised learning: Why it matters, when it misleads, and what to do about it (Political Analysis, 2018) Mar 19, 2018 12:00 AM ('text', 'data science', 'journal article', 'denny', 'polmeth', 'research item', 'political science')
General and specific utility measures for synthetic data (Royal Statistical Society Series A, 2018) Mar 07, 2018 12:00 AM ('slavkovic', 'statistics', 'synthetic data', 'privacy', 'data science', 'journal article', 'research item', 'snoke')
The evolution of youth friendship networks from 6th to 12th grade: School transitions, popularity and centrality (Social Networks & the Life Course, 2018) Mar 07, 2018 12:00 AM ('sociology', 'longitudinal', 'felmlee', 'research item', 'time', 'book chapter', 'education', 'networks')
Falling behind: lingering costs of the high school transition for youth friendships and grades (Sociology of Education, 2018) Feb 27, 2018 12:00 AM ('sociology', 'longitudinal', 'journal article', 'felmlee', 'research item', 'time', 'education', 'networks')
Feature selection methods for optimal design of studies for developmental inquiry (Journals of Gerontology: Series B, 2018) Jan 01, 2018 12:00 AM ('research design', 'longitudinal', 'publication', 'big data', 'ram', 'time', 'feature selection', 'measurement', 'brick', 'koffer', 'research item')
More than counting: An intraindividual variability approach to categorical repeated measures (Journals of Gerontology: Series B, 2018) Jan 01, 2018 12:00 AM ('longitudinal', 'publication', 'ram', 'time', 'research item', 'measurement', 'koffer')
Learning simpler language models with the differential state framework (Neural Computation, 2017) Nov 28, 2017 12:00 AM ('publication', 'language', 'deep learning', 'data science', 'journal article', 'machine learning', 'reitter', 'neural nets', 'computer science', 'text', 'ororbia', 'research item')
Event ordering with a generalized model for sieve prediction ranking (Natural Language Processing, 2017) Nov 27, 2017 12:00 AM ('conference', 'publication', 'language', 'deep learning', 'image', 'machine learning', 'reitter', 'information science', 'neural nets', 'computer science', 'ororbia', 'research item')
Statistical modeling of the default mode brain network reveals a segregated highway structure (Scientific Reports, 2017) Sep 15, 2017 12:00 AM ('statistics', 'psychology', 'journal article', 'denny', 'research item', 'political science', 'desmarais', 'networks', 'publication')
Piecewise latent variables for neural variational text processing (EMNLP, 2017) Sep 07, 2017 12:00 AM ('conference', 'publication', 'language', 'deep learning', 'data science', 'machine learning', 'information science', 'neural nets', 'computer science', 'measurement', 'ororbia', 'text', 'research item')
Adversary resistant deep neural networks with an application to malware detection (KDD, 2017) Aug 13, 2017 12:00 AM ('conference', 'publication', 'language', 'deep learning', 'data science', 'adversarial', 'machine learning', 'giles', 'computer vision', 'information science', 'neural nets', 'computer science', 'ororbia', 'information retrieval', 'image', 'research item')
Damage assessment of the urban environment during disasters using volunteered geographic information (Big Data for Regional Science, 2017) Aug 07, 2017 12:00 AM ('distributed sensors', 'book chapter', 'publication', 'big data', 'cervone', 'spatial', 'emergency response', 'crowdsourcing', 'citizen science', 'hultquist', 'research item', 'measurement', 'geography')
Decision-making in policy governed human-autonomous systems teams (IEEE Smart World Congress, 2017) Aug 04, 2017 12:00 AM ('conference', 'research item', 'human-computer interaction', 'mcmillan', 'felmlee', 'machine learning', 'computer science', 'hci', 'networks', 'publication')
Multi-scale FCN with cascaded instance aware segmentation for arbitrary oriented word spotting in the wild (IEEE Computer Vision and Pattern Recognition, 2017) Jul 21, 2017 12:00 AM ('conference', 'publication', 'language', 'deep learning', 'image', 'machine learning', 'giles', 'computer vision', 'information science', 'algorithms', 'computer science', 'text', 'neural nets', 'ororbia', 'kifer', 'research item')
Smart Library: Identifying books on library shelves using supervised deep learning for scene text reading (Digital Libraries, 2017) Jun 19, 2017 12:00 AM ('conference', 'ororbia', 'publication', 'language', 'deep learning', 'image', 'information retrieval', 'giles', 'computer vision', 'information science', 'algorithms', 'computer science', 'text', 'neural nets', 'machine learning', 'kifer', 'research item')
Stochastic weighted graphs: Flexible model specification and simulation (Social Networks, 2017) May 15, 2017 12:00 AM ('statistics', 'publication', 'journal article', 'denny', 'bayes', 'political science', 'Rstats', 'desmarais', 'networks', 'research item')
NFL draft profiles are full of racial stereotypes. And that matters for when quarterbacks get drafted (Washington Post, 2017) Apr 27, 2017 12:00 AM ('general audience', 'mcmahon', 'language', 'text', 'race', 'research item', 'newspaper', 'monroe', 'boylan')
Statistical models for incorporating data from routine HIV testing of pregnant women at antenatal clinics into HIV/AIDS epidemic estimates (AIDS 2017) Apr 01, 2017 12:00 AM ('slavkovic', 'statistics', 'publication', 'sheng', 'public health', 'hierarchical', 'research item', 'spatial', 'bao', 'bayes')
Incorporation of hierarchical structure into estimation and projection package fitting with examples of estimating subnational HIV/AIDS dynamics (AIDS 2017) Apr 01, 2017 12:00 AM ('research item', 'publication', 'zhang', 'public health', 'statistics', 'hierarchical', 'bayes', 'spatial', 'bao', 'niu')
Validating Safecast data by comparisons to a U. S. Department of Energy Fukushima Prefecture aerial survey (Journal of Environmental Radioactivity, 2017) Apr 01, 2017 12:00 AM ('distributed sensors', 'publication', 'cervone', 'public health', 'spatial', 'emergency response', 'crowdsourcing', 'hultquist', 'research item', 'measurement', 'geography')
Unifying adversarial training algorithms with data gradient regularization (Neural Computation, 2017) Mar 23, 2017 12:00 AM ('publication', 'deep learning', 'kifer', 'journal article', 'machine learning', 'giles', 'information science', 'algorithms', 'computer science', 'neural nets', 'ororbia', 'research item')
CompanionViz: Mediated platform for gauging canine health and engancing human-pet interactions (International Journal of Human-Computer Studies, 2017) Feb 01, 2017 12:00 AM ('visualization', 'publication', 'geography', 'nelson', 'spatial', 'hci', 'human-computer interaction', 'research item')
Propensity score weighting for a continuous exposure with multilevel data (Health Services and Outcomes Research Methodology, 2016) Dec 01, 2016 12:00 AM ('publication', 'public health', 'causal inference', 'coffman', 'chu', 'multilevel data', 'research item')
Immersive analytics for multi-objective dynamic integrated climate-economy (DICE) models (ACM Interactive Surfaces and Spaces, 2016) Nov 06, 2016 12:00 AM ('klippel', 'visualization', 'research item', 'human-computer interaction', 'publication', 'virtual reality', 'journal article', 'computer science', 'immersive analytics', 'spatial', 'hci', 'simpson', 'geography')
Bag of what? Simple noun phrase extraction for text analysis (EMNLP, NLP + Computational Social Science, 2016) Nov 05, 2016 12:00 AM ('conference', 'research item', 'publication', 'language', 'text', 'data science', 'denny', 'workshop', 'algorithms', 'feature selection', 'political science', 'computer science')
Using prerequisites to extract concept maps from textbooks (ACM Information and Knowledge Management, 2016) Oct 24, 2016 12:00 AM ('conference', 'publication', 'language', 'text', 'adversarial', 'information retrieval', 'giles', 'information science', 'computer science', 'ororbia', 'research item')
Racially differentiated language in NFL scouting reports (KDD Large Scale Sports Analytics, 2016) Aug 13, 2016 12:00 AM ('conference', 'workshop', 'mcmahon', 'language', 'text', 'data science', 'race', 'boylan', 'monroe', 'research item')
Inference on the effects of observed features in latent space models for networks (SSRN preprint, 2016) Jul 21, 2016 12:00 AM ('jones', 'polnet', 'conference presentation', 'denny', 'working paper', 'polmeth', 'computer science', 'political science', 'desmarais', 'networks', 'research item')
Crowdsourcing the measurement of interstate conflict (PLoS ONE, 2016) Jun 16, 2016 12:00 AM ('lane', 'palmer', 'publication', 'text', 'kenwick', 'journal article', 'dorazio', 'crowdsourcing', 'reitter', 'information science', 'research item', 'political science', 'plosone')
Approaching spatial uncertainty visualization to support reasoning and decision making (Spatial Cognition & Computation, 2016) Mar 21, 2016 12:00 AM ('visualization', 'publication', 'journal article', 'scc', 'mason', 'research item', 'klippel', 'spatial', 'geography')
Domains of uncertainty visualization research: a visual summary approach (Cartography and Geographic Information Science, 2016) Mar 08, 2016 12:00 AM ('visualization', 'publication', 'journal article', 'mason', 'research item', 'klippel', 'spatial', 'cgis', 'geography')
Generating political event data in near real time (In Computational Social Science, 2016, Cambridge University Press) Mar 01, 2016 12:00 AM ('book chapter', 'publication', 'schrodt', 'text', 'spatial', 'beieler', 'research item', 'political science', 'real-time')
Human rights texts: converting human rights primary source documents into data (PLoS ONE, 2015) Sep 29, 2015 12:00 AM ('jones', 'publication', 'crabtree', 'text', 'journal article', 'fariss', 'research item', 'political science', 'linder', 'plosone')