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SOCR Publications

SOCR Books
SOCR Tutorials, Technical reports and Events at the California Digital Library
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Dinov, ID and Velev, MV. (2022) Data Science: Time Complexity, Inferential Uncertainty, and Spacekime Analytics, De Gruyter, STEM Series, ISBN 978-3-11-069780-3.
Zhou, N, Wang, L, Marino, S, Zhao, Y, Dinov, ID. (2022) DataSifter II: Partially Synthetic Data Sharing of Sensitive Information Containing Time-varying Correlated Observations, Journal of Algorithms & Computational Technology, in press.
Zhang, R, Zhang, Y, Liu, Y, Guo, Y, Shen, Y, Deng, D, Qiu, Y, Dinov, ID. (2022) Kimesurface Representation and Tensor Linear Modeling of Longitudinal Data, Neural Computing and Applications Journal, in press.
Zhou, Nina, 2020. Doctoral Dissertation (University of Michigan) Synthetic Data Sharing and Estimation of Viable Dynamic Treatment Regimes with Observational Datas, DOI: 10.7302/36.
Kalinin, Alexandr, 2018. Doctoral Dissertation (University of Michigan) Cell Nuclear Morphology Analysis Using 3D Shape Modeling, Machine Learning and Visual Analytics.
Dinov, ID, 2018. Data Science and Predictive Analytics: Biomedical and Health Applications using R, Springer, Computer Science, ISBN 978-3-319-72346-4.
Dinov, ID, Palanimalai, S, Khare, A, and Christou, N. (2018) Randomization‐based statistical inference: A resampling and simulation infrastructure. TEST, 40: 64–73. doi: 10.1111/test.12156.
Kalinin, AA, Higgins, GA, Reamaroon, N, Soroushmehr, SM, Allyn-Feuer, A, Dinov, ID, Najarian, K, Athey, BD, 2018. Deep Learning in Pharmacogenomics: From Gene Regulation to Patient Stratification, arXiv:1801.08570.
Kalinin AA, Allyn-Feuer A, Ade A, Fon G-V, Meixner W, Dilworth D, de Wet, JR, Higgins, GA, Zheng, G, Creekmore, A, Wiley, JW, Verdone, JE, Veltri, RW, Pienta, KJ, Coffey, DS, Athey, BD, Dinov, ID. 2017. 3D cell nuclear morphology: microscopy imaging dataset and voxel-based morphometry classification results, bioRxiv 168:84-88, DOI: 10.1101/208207.
Kalinin, AA, Palanimalai, S, Dinov, ID. 2017. SOCRAT Platform Design: A Web Architecture for Interactive Visual Analytics Applications. In Proceedings of HILDA’17, Chicago, IL, USA, May 14, 2017, 6 pages. DOI: 10.1145/3077257.3077262.
Kalinin AA, Allyn-Feuer A, Ade A, Fon G-V, Meixner W, Dilworth D, de Wet, JR, Higgins, GA, Zheng, G, Creekmore, A, Wiley, JW, Verdone, JE, Veltri, RW, Pienta, KJ, Coffey, DS, Athey, BD, Dinov, ID. 2017. 3D cell nuclear morphology: microscopy imaging dataset and voxel-based morphometry classification results, bioRxiv 168:84-88, DOI: 10.1101/208207.
Kalinin, AA, Palanimalai, S, Dinov, ID. 2017. SOCRAT Platform Design: A Web Architecture for Interactive Visual Analytics Applications. In Proceedings of HILDA’17, Chicago, IL, USA, May 14, 2017, 6 pages. DOI: 10.1145/3077257.3077262
Husain, SS, Kalinin, A, Truong, A, Dinov, ID. (2015) SOCR data dashboard: an integrated big data archive mashing medicare, labor, census and econometric information. Journal of Big Data, 2(13):1-18. DOI: 10.1186/s40537-015-0018-z
Dinov, ID, Siegrist, K, Pearl, DK, Kalinin, A, Christou, N (2015). Probability Distributome: a web computational infrastructure for exploring the properties, interrelations, and applications of probability distributions. Computational Statistics, 594: 1-19. DOI: 10.1007/s00180-015-0594-6
Ho, KM. (2013) An Empirical Study on Economic Prosperity and Peace, UCLA USJ, Spring 2013, 26:30-41.
Dinov, ID. (2013). The Rise of Infocracy: Virtualized Human Interplays, Decline of Physical Interactions, and the Adaptation of People’s Social Valuation System. UC Los Angeles: Statistics Online Computational Resource. Retrieved from: http://escholarship.org/uc/item/2qv4g2t4
Dinov, ID, Kamino, S, Bhakhrani, B, Christou, N. (2013) Technology-enhanced Interactive Teaching of Marginal, Joint and Conditional Probabilities: The Special Case of Bivariate Normal Distribution, Teaching Statistics, in press, DOI: 10.1111/test.12012.
Lam, H-C, Dinov, ID. (2012) Hyperbolic Wheel: A Novel Hyperbolic Space Graph Viewer for Hierarchical Information Content, ISRN Computer Graphics, Volume 2012, Article ID 609234, doi:10.5402/2012/609234 .
Dinov, ID (2012). Integrated, Multidisciplinary, and Technology-Enhanced Science Education, in Encyclopedia of the Sciences of Learning, (ed.) Seel, NM, Springer, 1591-1593, Doi: 10.1007/978-1-4419-1428-6_1704.
Yang, Y, Nuechterlein, KH, Phillips, OR, Gutman, B, Kurth, F, Dinov, I, Thompson, PM, Asarnow, RF, Toga, AW and Narr, KL. (2011), Disease and genetic contributions toward local tissue volume disturbances in schizophrenia: A tensor-based morphometry study. Human Brain Mapping, 33(9):2081–2091, doi: 10.1002/hbm.21349.
Dinov, ID (2011). Neurological Imaging: Statistics Behind the Pictures. Imaging in Medicine, August 2011, 3(4):423-432, doi: 10.2217/iim.11.37.
Dinov, ID, Christou, N. (2011) Web-based tools for modelling and analysis of multivariate data: California ozone pollution activity, International Journal of Mathematical Education in Science and Technology (JMEST), 42(6):789-805, DOI: 10.1080/0020739X.2011.562315.
Christou N, Dinov ID. (2011) Confidence Interval Based Parameter Estimation—A New SOCR Applet and Activity. PLoS ONE 6(5): e19178. doi:10.1371/journal.pone.0019178.
Lo, KC. (2011) Investigation of Optical Illusions on the Aspects of Gender and Age. Undergraduate Science Journal, 24:5-10, (Survey).
Al-Aziz, J, Christou, N, Dinov, ID. (2010). SOCR Motion Charts: An Efficient, Open-Source, Interactive and Dynamic Applet for Visualizing Longitudinal Multivariate Data, JSE, 18(3), 1-29.
Christou, N, Dinov, ID (2010) "A Study of Students’ Learning Styles, Discipline Attitudes and Knowledge Acquisition in Technology-Enhanced Probability and Statistics Education", JOLT, 6(3), 546-572, September 2010.
Ho, AJ, Stein, JL, Hua, X, Lee, S, Hibar, DP, Leow, AD, Dinov, ID, Toga, AW, Saykin, AJ, Shen, L, Foroud, T, Pankratz, N, Huentelman, MJ, Craig, DW, Gerber, JD, Allen, AN, Corneveaux, JJ, Stephan, DA, DeCarli, CS, DeChairo, BM, Potkin, SG, Jack, CR, Weiner, MW, Raji, CA, Lopez, OL, Becker, JT, Carmichael, OT, Thompson, PM, and the Alzheimer's Disease Neuroimaging Initiative. (2010) A commonly carried allele of the obesity-related FTO gene is associated with reduced brain volume in the healthy elderly. PNAS, 107(18), 8404-8409, doi:10.1073/pnas.0910878107.
Sowell,ER, Leow, AD, Bookheimer, SY, Smith, LM, O'Connor, MJ, Kan, E, Rosso, C, Houston, S, Dinov, ID and Thompson, PM. (2010) Differentiating Prenatal Exposure to Methamphetamine and Alcohol versus Alcohol and Not Methamphetamine using Tensor-Based Brain Morphometry and Discriminant Analysis. Journal of Neuroscience, March 17, 2010, 30(11):3876-3885; doi:10.1523/JNEUROSCI.4967-09.2010.
Anderson, A, Dinov, ID, Sherin, JE, Quintana, J, Yuille, AL, Cohen, MS. (2009) Classification of spatially unaligned fMRI scans, NeuroImage, in press, Available online 24 August 2009, ISSN 1053-8119, DOI: 10.1016/j.neuroimage.2009.08.036.
Che, Annie, Cui, Jenny, and Dinov, Ivo (2009). SOCR Analyses: Implementation and Demonstration of a New Graphical Statistics Educational Toolkit. JSS, Vol. 30, Issue 3, Apr 2009.
Dinov, ID, Christou, N. (2009) "Statistics Online Computational Resource for Education". Teaching Statistics, Vol. 31, No. 2, 49-51, 2009.
Che, A, Cui, J, and Dinov, ID (2009) "SOCR Analyses – an Instructional Java Web-based Statistical Analysis Toolkit", JOLT, 5(1), 1-19, March 2009.
Dinov, ID, Christou, N, and Gould, R (2009) "Law of Large Numbers: the Theory, Applications and Technology-based Education". JSE, Vol. 17, No. 1, 1-15, DOI: 10.1080/10691898.2009.11889499 2009.
Dinov, ID. (2008) Expectation Maximization and Mixture Modeling Tutorial. UCLA Statistics Online Computational Resource, UC eScholarship, University of California, http://escholarship.org/uc/item/1rb70972.
Dinov, ID, Christou, N, and Sanchez, J (2008) Central Limit Theorem: New SOCR Applet and Demonstration Activity. Journal of Statistics Education, Volume 16, Number 2, pages 1-15, DOI: 10.1080/10691898.2008.11889560.
Dinov, ID (2008) Integrated Multidisciplinary and Technology-Enhanced Science Education: The Next Frontier, JOLT, 4(1), March 2008, 84-93.
Dinov, ID, Sanchez, J, and Christou, N (2008) Pedagogical Utilization and Assessment of the Statistic Online Computational Resource in Introductory Probability and Statistics Courses, Journal of Computers & Education, http://doi:10.1016/j.compedu.2006.06.003, 50, 284–300.
Ivo D. Dinov, Nicolas Christou, and Juana Sanchez. Handbook on Continuing Statistics Education with Technology Workshop, August 6, 2007.
Nicolas Christou, Juana Sanchez and Ivo Dinov. Design and Evaluation of SOCR Tools for Simulation in Undergraduate Probability and Statistics Courses. Proceedings of the International Statistics Institute meeting (ISI), Lisbon, Portugal, August 2007.
Dinov, ID. Grant Review: American Idol or Big Brother? Cell, 127(2):663-664, 17 November 2006.
Dinov, ID. Statistics Online Computational Resource, Journal of Statistical Software, Vol. 16, No. 1, 1-16, October 2006.
Dinov, ID. SOCR: Statistics Online Computational Resource: socr.ucla.edu, Statistical Computing & Graphics, 17(1):11-15, 2006.
Dinov, ID, and Che, A. Statistics Online Computational Resource for Education, Joint AMS/MAA Meeting, San Antonio, TX, January 12-15, 2006.
Dinov, ID and Sanchez, J. Assessment of the pedagogical utilization of the statistics online computational resource in introductory probability courses: a quasi-experiment. International Association for Statistical Education, ICOTS7, July 2-7, 2006, Salvador, Brazil (conference proceedings)
Mitch Leslie, NetWatch EDUCATION: Statistics Starter Kit, Science Magazine, Volume 302, Number 5651, Issue of 5 December 2003
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