Joseph A. Konstan - Related publications

University of Minnesota, Twin Cities, Minneapolis, MN 
Computer Science
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50 most relevant papers in past 60 days:
Year Citation  Score
2020 Burgos DAT, Vargas RCG, Pedraza C, Agis D, Pozo F. Damage Identification in Structural Health Monitoring: A Brief Review from its Implementation to the Use of Data-Driven Applications. Sensors (Basel, Switzerland). 20. PMID 32013073 DOI: 10.3390/s20030733   
2020 Thayer D, Rees A, Kennedy J, Collins H, Harris D, Halcox J, Ruschetti L, Noyce R, Brooks C. Measuring follow-up time in routinely-collected health datasets: Challenges and solutions. Plos One. 15: e0228545. PMID 32045428 DOI: 10.1371/journal.pone.0228545   
2020 Picache JA, May JC, McLean JA. Crowd-Sourced Chemistry: Considerations for Building a Standardized Database to Improve Omic Analyses. Acs Omega. 5: 980-985. PMID 31984253 DOI: 10.1021/acsomega.9b03708   
2020 Köckemann U, Alirezaie M, Renoux J, Tsiftes N, Ahmed MU, Morberg D, Lindén M, Loutfi A. Open-Source Data Collection and Data Sets for Activity Recognition in Smart Homes. Sensors (Basel, Switzerland). 20. PMID 32041376 DOI: 10.3390/s20030879   
2020 Jagdhuber R, Lang M, Stenzl A, Neuhaus J, Rahnenführer J. Cost-Constrained feature selection in binary classification: adaptations for greedy forward selection and genetic algorithms. Bmc Bioinformatics. 21: 26. PMID 31992203 DOI: 10.1186/s12859-020-3361-9   
2020 Li J, Chen Z, Wang Y. Contents, Construction Methods, Data Resources, and Functions Comparative Analysis of Bacteria Databases. International Journal of Biological Sciences. 16: 838-848. PMID 32071553 DOI: 10.7150/ijbs.39289   
2020 Cornacchia M, Velipasalar S. Autonomous Selective Parts-Based Tracking. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 31995487 DOI: 10.1109/TIP.2020.2967580   
2020 Asadi N, Wang Y, Olson I, Obradovic Z. A heuristic information cluster search approach for precise functional brain mapping. Human Brain Mapping. PMID 32034846 DOI: 10.1002/hbm.24944   
2020 Solis Castilla R, Akbari A, Jafari R, Mortazavi BJ. Using Intelligent Personal Annotations to Improve Human Activity Recognition for Movements in Natural Environments. Ieee Journal of Biomedical and Health Informatics. PMID 31940569 DOI: 10.1109/JBHI.2020.2966151   
2020 Attia PM, Grover A, Jin N, Severson KA, Markov TM, Liao YH, Chen MH, Cheong B, Perkins N, Yang Z, Herring PK, Aykol M, Harris SJ, Braatz RD, Ermon S, et al. Closed-loop optimization of fast-charging protocols for batteries with machine learning. Nature. 578: 397-402. PMID 32076218 DOI: 10.1038/s41586-020-1994-5   
2020 Shahin MH, Bhattacharya S, Silva D, Kim S, Burton J, Podichetty J, Romero K, Conrado DJ. Open Data Revolution in Clinical Research: Opportunities and Challenges. Clinical and Translational Science. PMID 32004409 DOI: 10.1111/cts.12756   
2020 Jeon J, Kim HU. Setup of a scientific computing environment for computational biology: Simulation of a genome-scale metabolic model of Escherichia coli as an example. Journal of Microbiology (Seoul, Korea). 58: 227-234. PMID 32108317 DOI: 10.1007/s12275-020-9516-6   
2020 Yang J, Li Y, Liu Q, Li L, Feng A, Wang T, Zheng S, Xu A, Lyu J. Brief introduction of medical database and data mining technology in big data era. Journal of Evidence-Based Medicine. PMID 32086994 DOI: 10.1111/jebm.12373   
2020 Wu Y, Jiang L, Yang Y. Revisiting EmbodiedQA: A Simple Baseline and Beyond. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 31995489 DOI: 10.1109/TIP.2020.2967584   
2020 Mlodzinski E, Stone DJ, Celi LA. Machine Learning for Pulmonary and Critical Care Medicine: A Narrative Review. Pulmonary Therapy. PMID 32048244 DOI: 10.1007/s41030-020-00110-z   
2020 Lin TL, Chang HY, Li SL. A Location Privacy Attack Based on the Location Sharing Mechanism with Erroneous Distance in Geosocial Networks. Sensors (Basel, Switzerland). 20. PMID 32050454 DOI: 10.3390/s20030918   
2020 Merino A, Garcia-Alvarez D, Sainz-Palmero GI, Acebes LF, Fuente MJ. Knowledge based recursive non-linear partial least squares (RNPLS). Isa Transactions. PMID 31952793 DOI: 10.1016/j.isatra.2020.01.006   
2020 Mai T, Nguyen LTT, Vo B, Yun U, Hong TP. Efficient Algorithm for Mining Non-Redundant High-Utility Association Rules. Sensors (Basel, Switzerland). 20. PMID 32079200 DOI: 10.3390/s20041078   
2020 Wolfson M, Wagoner KG, Song EY, Pankratz M, Azagba S. Methods for Population Research on Substance Use and Consequences. Handbook of Experimental Pharmacology. PMID 32006257 DOI: 10.1007/164_2019_319   
2020 Xu Y, Lu N, Yue L, Tiwari R. A Study Design for Augmenting the Control Group in a Randomized Controlled Trial: A Quality Process for Interaction Among Stakeholders. Therapeutic Innovation & Regulatory Science. 54: 269-274. PMID 32072592 DOI: 10.1007/s43441-019-00053-x   
2020 Yim M, Fellows M, Coward C. Mixed-methods library evaluation integrating the patron, library, and external perspectives: The case of Namibia regional libraries. Evaluation and Program Planning. 79: 101782. PMID 32035405 DOI: 10.1016/j.evalprogplan.2020.101782   
2020 Alonso V, Santos JV, Pinto M, Ferreira J, Lema I, Lopes F, Freitas A. Problems and Barriers during the Process of Clinical Coding: a Focus Group Study of Coders' Perceptions. Journal of Medical Systems. 44: 62. PMID 32036459 DOI: 10.1007/s10916-020-1532-x   
2020 He YZ, Yusop FD. The dataset for the stages of concerns of public-school teachers towards the use of e-learning platform: Malaysian context. Data in Brief. 29: 105230. PMID 32123703 DOI: 10.1016/j.dib.2020.105230   
2020 Campbell H, Lakens D. Can we disregard the whole model? Omnibus non-inferiority testing for R in multi-variable linear regression and in ANOVA. The British Journal of Mathematical and Statistical Psychology. PMID 32056209 DOI: 10.1111/bmsp.12201   
2020 Wang Y, Wang P, Wang Q, Chen Z, He Q. Using Vehicle Interior Noise Classification for Monitoring Urban Rail Transit Infrastructure. Sensors (Basel, Switzerland). 20. PMID 32085621 DOI: 10.3390/s20041112   
2020 Wallace KJ, Kim MK, Rogers A, Jago M. Classifying human wellbeing values for planning the conservation and use of natural resources. Journal of Environmental Management. 256: 109955. PMID 31989981 DOI: 10.1016/j.jenvman.2019.109955   
2020 Noack MM, Doerk GS, Li R, Fukuto M, Yager KG. Advances in Kriging-Based Autonomous X-Ray Scattering Experiments. Scientific Reports. 10: 1325. PMID 31992725 DOI: 10.1038/s41598-020-57887-x   
2020 Huang CY, Qin J. A unified approach for synthesizing population-level covariate effect information in semiparametric estimation with survival data. Statistics in Medicine. PMID 32073677 DOI: 10.1002/sim.8499   
2020 Ferris MC, Christensen A, Wangen SR. Symposium review: Dairy Brain-Informing decisions on dairy farms using data analytics. Journal of Dairy Science. PMID 32113754 DOI: 10.3168/jds.2019-17199   
2020 Li F, Zhou Y, Zhang X, Tang J, Yang Q, Zhang Y, Luo Y, Hu J, Xue W, Qiu Y, He Q, Yang B, Zhu F. SSizer: Determining the Sample Sufficiency for Comparative Biological Study. Journal of Molecular Biology. PMID 32044343 DOI: 10.1016/j.jmb.2020.01.027   
2020 Zhou N, Corsini EM, Jin S, Barbosa GR, Kell T, Antonoff MH, Antonoff MB. Advanced Data Analytics for Clinical Research Part II: Application to Cardiothoracic Surgery. Innovations (Philadelphia, Pa.). 1556984520902824. PMID 32107960 DOI: 10.1177/1556984520902824   
2020 Song M, Kang KY, Timakum T, Zhang X. Examining influential factors for acknowledgements classification using supervised learning. Plos One. 15: e0228928. PMID 32059035 DOI: 10.1371/journal.pone.0228928   
2020 Kaspar M, Morbach C, Fette G, Ertl M, Seidlmayer LK, Krebs J, Dietrich G, Liman L, Puppe F, Störk S. Information Extraction from Echocardiography Reports for a Clinical Follow-up Study-Comparison of Extracted Variables Intended for General Use in a Data Warehouse with Those Intended Specifically for the Study. Methods of Information in Medicine. PMID 32000268 DOI: 10.1055/s-0039-3402069   
2020 López-Morales JA, Martínez JA, Skarmeta AF. Digital Transformation of Agriculture through the Use of an Interoperable Platform. Sensors (Basel, Switzerland). 20. PMID 32093147 DOI: 10.3390/s20041153   
2020 VanderWeele TJ, Trudel-Fitzgerald C, Allin P, Farrelly C, Fletcher G, Frederick DE, Hall J, Helliwell JF, Kim ES, Lauinger WA, Lee MT, Lyubomirsky S, Margolis S, McNeely E, Messer N, et al. Current recommendations on the selection of measures for well-being. Preventive Medicine. 106004. PMID 32006530 DOI: 10.1016/j.ypmed.2020.106004   
2020 Ghaffar M, Schüler D, König P, Arend D, Junker A, Scholz U, Lange M. Programmatic Access to FAIRified Digital Plant Genetic Resources. Journal of Integrative Bioinformatics. 16. PMID 31913851 DOI: 10.1515/jib-2019-0060   
2020 Ayabaca C, Vila C. An Approach to Sustainable Metrics Definition and Evaluation for Green Manufacturing in Material Removal Processes. Materials (Basel, Switzerland). 13. PMID 31947526 DOI: 10.3390/ma13020373   
2020 Rahnev D, Desender K, Lee ALF, Adler WT, Aguilar-Lleyda D, Akdoğan B, Arbuzova P, Atlas LY, Balcı F, Bang JW, Bègue I, Birney DP, Brady TF, Calder-Travis J, Chetverikov A, et al. The Confidence Database. Nature Human Behaviour. PMID 32015487 DOI: 10.1038/s41562-019-0813-1   
2020 Zhao H, Wu Q, Gilbert PB, Chen YQ, Sun J. A regularized estimation approach for case-cohort periodic follow-up studies with an application to HIV vaccine trials. Biometrical Journal. Biometrische Zeitschrift. PMID 32080888 DOI: 10.1002/bimj.201900180   
2020 Cenci S, Medeiros LP, Sugihara G, Saavedra S. Assessing the predictability of nonlinear dynamics under smooth parameter changes. Journal of the Royal Society, Interface. 17: 20190627. PMID 31964271 DOI: 10.1098/rsif.2019.0627   
2020 Cochran LD, Eckert AC, Hunt B, Kraus T. Uncertainty Analysis of Consequence Management Data Products. Health Physics. PMID 31985513 DOI: 10.1097/HP.0000000000001133   
2020 Clancy TR. Artificial Intelligence and Nursing: The Future Is Now. The Journal of Nursing Administration. 50: 125-127. PMID 32068622 DOI: 10.1097/NNA.0000000000000855   
2020 Gonzalez-Gil P, Martinez JA, Skarmeta AF. Lightweight Data-Security Ontology for IoT. Sensors (Basel, Switzerland). 20. PMID 32024127 DOI: 10.3390/s20030801   
2020 Yu B, Kumbier K. Veridical data science. Proceedings of the National Academy of Sciences of the United States of America. PMID 32054788 DOI: 10.1073/pnas.1901326117   
2020 Pérez-Valero J, Garcia-Sanchez AJ, Ruiz Marín M, Garcia-Haro J. A Prototype Framework Design for Assisting the Detection of Atrial Fibrillation Using a Generic Low-Cost Biomedical Sensor. Sensors (Basel, Switzerland). 20. PMID 32046173 DOI: 10.3390/s20030896   
2020 Hoffmann T, Peel L, Lambiotte R, Jones NS. Community detection in networks without observing edges. Science Advances. 6: eaav1478. PMID 32042892 DOI: 10.1126/sciadv.aav1478   
2020 Han Z, Pedrycz W, Zhao J, Wang W. Hierarchical Granular Computing-Based Model and Its Reinforcement Structural Learning for Construction of Long-Term Prediction Intervals. Ieee Transactions On Cybernetics. PMID 32011274 DOI: 10.1109/TCYB.2020.2964011   
2020 Hong W, Qian C, Tang K. Efficient Minimum Cost Seed Selection With Theoretical Guarantees for Competitive Influence Maximization. Ieee Transactions On Cybernetics. PMID 32031962 DOI: 10.1109/TCYB.2020.2966593   
2020 Thelwall M, Munafò M, Mas-Bleda A, Stuart E, Makita M, Weigert V, Keene C, Khan N, Drax K, Kousha K. Is useful research data usually shared? An investigation of genome-wide association study summary statistics. Plos One. 15: e0229578. PMID 32084240 DOI: 10.1371/journal.pone.0229578   
2020 Hildebrandt T, Prenoveau JM. Rigor and reproducibility for data analysis and design in the behavioral sciences. Behaviour Research and Therapy. 126: 103552. PMID 32014693 DOI: 10.1016/j.brat.2020.103552