Mark Steyvers - Publications

Affiliations: 
University of California, Irvine, Irvine, CA 

64 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Steyvers M, Schafer RJ. Inferring latent learning factors in large-scale cognitive training data. Nature Human Behaviour. PMID 32868884 DOI: 10.1038/s41562-020-00935-3  0.346
2019 Kumar AA, Balota DA, Steyvers M. Distant connectivity and multiple-step priming in large-scale semantic networks. Journal of Experimental Psychology. Learning, Memory, and Cognition. PMID 31789562 DOI: 10.1037/xlm0000793  0.312
2019 Steyvers M, Hawkins GE, Karayanidis F, Brown SD. A large-scale analysis of task switching practice effects across the lifespan. Proceedings of the National Academy of Sciences of the United States of America. PMID 31427513 DOI: 10.1073/pnas.1906788116  0.328
2019 Gaut G, Li X, Lu ZL, Steyvers M. Experimental design modulates variance in BOLD activation: The variance design general linear model. Human Brain Mapping. PMID 31148301 DOI: 10.1002/hbm.24677  0.388
2019 Gaut G, Li X, Turner B, Cunningham WA, Lu ZL, Steyvers M. Predicting Task and Subject Differences with Functional Connectivity and BOLD Variability. Brain Connectivity. PMID 30957523 DOI: 10.1089/Brain.2018.0632  0.335
2019 Patel TN, Steyvers M, Benjamin AS. Monitoring the ebb and flow of attention: Does controlling the onset of stimuli during encoding enhance memory? Memory & Cognition. PMID 30725376 DOI: 10.3758/S13421-019-00899-4  0.347
2018 Evans NJ, Steyvers M, Brown SD. Modeling the Covariance Structure of Complex Datasets Using Cognitive Models: An Application to Individual Differences and the Heritability of Cognitive Ability. Cognitive Science. PMID 29873105 DOI: 10.1111/cogs.12627  0.405
2018 Palestro JJ, Bahg G, Sederberg PB, Lu Z, Steyvers M, Turner BM. A tutorial on joint models of neural and behavioral measures of cognition Journal of Mathematical Psychology. 84: 20-48. DOI: 10.1016/J.Jmp.2018.03.003  0.454
2017 Tauber S, Navarro DJ, Perfors A, Steyvers M. Bayesian Models of Cognition Revisited: Setting Optimality Aside and Letting Data Drive Psychological Theory. Psychological Review. PMID 28358549 DOI: 10.1037/Rev0000052  0.76
2017 Merkle EC, Steyvers M, Mellers B, Tetlock PE. A neglected dimension of good forecasting judgment: The questions we choose also matter International Journal of Forecasting. 33: 817-832. DOI: 10.1016/J.Ijforecast.2017.04.002  0.38
2016 Cassey PJ, Gaut G, Steyvers M, Brown SD. A generative joint model for spike trains and saccades during perceptual decision-making. Psychonomic Bulletin & Review. PMID 27246091 DOI: 10.3758/s13423-016-1056-z  0.444
2015 Turner BM, Rodriguez CA, Norcia TM, McClure SM, Steyvers M. Why More Is Better: Simultaneous Modeling of EEG, fMRI, and Behavioral Data. Neuroimage. PMID 26723544 DOI: 10.1016/J.Neuroimage.2015.12.030  0.435
2015 Gaut G, Steyvers M, Imel Z, Atkins D, Smyth P. Content Coding of Psychotherapy Transcripts Using Labeled Topic Models. Ieee Journal of Biomedical and Health Informatics. PMID 26625437 DOI: 10.1109/Jbhi.2015.2503985  0.337
2015 Holsclaw T, Hallgren KA, Steyvers M, Smyth P, Atkins DC. Measurement Error and Outcome Distributions: Methodological Issues in Regression Analyses of Behavioral Coding Data. Psychology of Addictive Behaviors : Journal of the Society of Psychologists in Addictive Behaviors. PMID 26098126 DOI: 10.1037/Adb0000091  0.325
2015 Hemmer P, Tauber S, Steyvers M. Moving beyond qualitative evaluations of Bayesian models of cognition. Psychonomic Bulletin & Review. 22: 614-28. PMID 25233880 DOI: 10.3758/S13423-014-0725-Z  0.766
2015 Imel ZE, Steyvers M, Atkins DC. Computational psychotherapy research: scaling up the evaluation of patient-provider interactions. Psychotherapy (Chicago, Ill.). 52: 19-30. PMID 24866972 DOI: 10.1037/a0036841  0.394
2015 Raaijmakers JGW, Criss AH, Goldstone RL, Nosofsky RM, Steyvers M. Cognitive modeling in perception and memory: A festschrift for Richard M. Shiffrin Cognitive Modeling in Perception and Memory: a Festschrift For Richard M. Shiffrin. 1-291. DOI: 10.4324/9781315885582  0.732
2014 Dunn C, Darnell D, Yi SK, Steyvers M, Bumgardner K, Lord SP, Imel Z, Atkins DC. Should we trust our judgments about the proficiency of Motivational Interviewing counselors? A glimpse at the impact of low inter-rater reliability. Motivational Interviewing : Training, Research, Implementation, Practice. 1: 38-41. PMID 27595051 DOI: 10.5195/mitrip.2014.43  0.508
2014 Lee MD, Steyvers M, Miller B. A cognitive model for aggregating people's rankings. Plos One. 9: e96431. PMID 24816733 DOI: 10.1371/Journal.Pone.0096431  0.71
2014 Atkins DC, Steyvers M, Imel ZE, Smyth P. Scaling up the evaluation of psychotherapy: evaluating motivational interviewing fidelity via statistical text classification. Implementation Science : Is. 9: 49. PMID 24758152 DOI: 10.1186/1748-5908-9-49  0.329
2014 Steyvers M, Wallsten TS, Merkle EC, Turner BM. Evaluating probabilistic forecasts with Bayesian signal detection models. Risk Analysis : An Official Publication of the Society For Risk Analysis. 34: 435-52. PMID 24147636 DOI: 10.1111/Risa.12127  0.417
2014 Turner BM, Steyvers M, Merkle EC, Budescu DV, Wallsten TS. Forecast aggregation via recalibration Machine Learning. 95: 261-289. DOI: 10.1007/S10994-013-5401-4  0.399
2013 Turner BM, Sederberg PB, Brown SD, Steyvers M. A method for efficiently sampling from distributions with correlated dimensions. Psychological Methods. 18: 368-84. PMID 23646991 DOI: 10.1037/A0032222  0.307
2013 Turner BM, Forstmann BU, Wagenmakers EJ, Brown SD, Sederberg PB, Steyvers M. A Bayesian framework for simultaneously modeling neural and behavioral data. Neuroimage. 72: 193-206. PMID 23370060 DOI: 10.1016/J.Neuroimage.2013.01.048  0.431
2013 Ditta AS, Steyvers M. Collaborative memory in a serial combination procedure. Memory (Hove, England). 21: 668-74. PMID 23205943 DOI: 10.1080/09658211.2012.747614  0.389
2013 Shankle WR, Pooley JP, Steyvers M, Hara J, Mangrola T, Reisberg B, Lee MD. Relating memory to functional performance in normal aging to dementia using hierarchical Bayesian cognitive processing models. Alzheimer Disease and Associated Disorders. 27: 16-22. PMID 22407225 DOI: 10.1097/Wad.0B013E31824D5668  0.557
2012 Atkins DC, Rubin TN, Steyvers M, Doeden MA, Baucom BR, Christensen A. Topic models: a novel method for modeling couple and family text data. Journal of Family Psychology : Jfp : Journal of the Division of Family Psychology of the American Psychological Association (Division 43). 26: 816-27. PMID 22888778 DOI: 10.1037/A0029607  0.762
2012 Hawkins G, Brown SD, Steyvers M, Wagenmakers EJ. Decision speed induces context effects in choice. Experimental Psychology. 59: 206-15. PMID 22411178 DOI: 10.1027/1618-3169/A000145  0.359
2012 Hawkins GE, Brown SD, Steyvers M, Wagenmakers EJ. An optimal adjustment procedure to minimize experiment time in decisions with multiple alternatives. Psychonomic Bulletin & Review. 19: 339-48. PMID 22302644 DOI: 10.3758/S13423-012-0216-Z  0.45
2012 Yi SK, Steyvers M, Lee MD, Dry MJ. The wisdom of the crowd in combinatorial problems. Cognitive Science. 36: 452-70. PMID 22268680 DOI: 10.1111/J.1551-6709.2011.01223.X  0.632
2012 Hawkins G, Brown SD, Steyvers M, Wagenmakers EJ. Context effects in multi-alternative decision making: empirical data and a Bayesian model. Cognitive Science. 36: 498-516. PMID 22257112 DOI: 10.1111/J.1551-6709.2011.01221.X  0.369
2012 Lee MD, Steyvers M, de Young M, Miller B. Inferring expertise in knowledge and prediction ranking tasks. Topics in Cognitive Science. 4: 151-63. PMID 22253187 DOI: 10.1111/J.1756-8765.2011.01175.X  0.674
2012 Pearl L, Steyvers M. Detecting authorship deception: A supervised machine learning approach using author writeprints Literary and Linguistic Computing. 27: 183-196. DOI: 10.1093/Llc/Fqs003  0.349
2012 Steyvers M, Hemmer P. Reconstruction from memory in naturalistic environments Psychology of Learning and Motivation - Advances in Research and Theory. 56: 125-144. DOI: 10.1016/B978-0-12-394393-4.00004-2  0.36
2012 Rubin TN, Chambers A, Smyth P, Steyvers M. Statistical topic models for multi-label document classification Machine Learning. 88: 157-208. DOI: 10.1007/S10994-011-5272-5  0.751
2011 Steyvers M, Smyth P, Chemuduganta C. Combining background knowledge and learned topics. Topics in Cognitive Science. 3: 18-47. PMID 25164174 DOI: 10.1111/J.1756-8765.2010.01097.X  0.395
2011 Shankle W, Pooley J, Steyvers M, Hara J, Reisberg B, Lee M. P1-474: Relating memory to functional capacity from normal aging to dementia using hierarchical Bayesian cognitive processing models Alzheimer's & Dementia. 7: S265-S265. DOI: 10.1016/J.Jalz.2011.05.757  0.516
2011 Lee MD, Zhang S, Munro M, Steyvers M. Psychological models of human and optimal performance in bandit problems Cognitive Systems Research. 12: 164-174. DOI: 10.1016/J.Cogsys.2010.07.007  0.712
2011 Pearl L, Goldwater S, Steyvers M. Online Learning Mechanisms for Bayesian Models of Word Segmentation Research On Language and Computation. 1-26. DOI: 10.1007/S11168-011-9074-5  0.471
2010 Steyvers M. Combining feature norms and text data with topic models. Acta Psychologica. 133: 234-43. PMID 19948335 DOI: 10.1016/j.actpsy.2009.10.010  0.447
2010 Rosen-Zvi M, Chemudugunta C, Griffiths T, Smyth P, Steyvers M. Learning author-topic models from text corpora Acm Transactions On Information Systems. 28. DOI: 10.1145/1658377.1658381  0.352
2009 Hemmer P, Steyvers M. A Bayesian account of reconstructive memory. Topics in Cognitive Science. 1: 189-202. PMID 25164805 DOI: 10.1111/J.1756-8765.2008.01010.X  0.356
2009 Hemmer P, Steyvers M. Integrating episodic memories and prior knowledge at multiple levels of abstraction. Psychonomic Bulletin & Review. 16: 80-7. PMID 19145014 DOI: 10.3758/Pbr.16.1.80  0.326
2009 Brown SD, Steyvers M. Detecting and predicting changes. Cognitive Psychology. 58: 49-67. PMID 18976988 DOI: 10.1016/j.cogpsych.2008.09.002  0.373
2009 Brown S, Steyvers M, Wagenmakers EJ. Observing evidence accumulation during multi-alternative decisions Journal of Mathematical Psychology. 53: 453-462. DOI: 10.1016/J.Jmp.2009.09.002  0.462
2009 Steyvers M, Lee MD, Wagenmakers EJ. A Bayesian analysis of human decision-making on bandit problems Journal of Mathematical Psychology. 53: 168-179. DOI: 10.1016/J.Jmp.2008.11.002  0.548
2007 Griffiths TL, Steyvers M, Firl A. Google and the mind: predicting fluency with PageRank. Psychological Science. 18: 1069-76. PMID 18031414 DOI: 10.1111/j.1467-9280.2007.02027.x  0.409
2007 Griffiths TL, Steyvers M, Tenenbaum JB. Topics in semantic representation. Psychological Review. 114: 211-44. PMID 17500626 DOI: 10.1037/0033-295X.114.2.211  0.417
2007 Brown S, Steyvers M, Hemmer P. Modeling experimentally induced strategy shifts. Psychological Science. 18: 40-5. PMID 17362376 DOI: 10.1111/J.1467-9280.2007.01846.X  0.399
2006 Steyvers M, Griffiths TL, Dennis S. Probabilistic inference in human semantic memory. Trends in Cognitive Sciences. 10: 327-34. PMID 16793324 DOI: 10.1016/j.tics.2006.05.005  0.57
2006 Wagenmakers EJ, Grünwald P, Steyvers M. Accumulative prediction error and the selection of time series models Journal of Mathematical Psychology. 50: 149-166. DOI: 10.1016/J.Jmp.2006.01.004  0.375
2006 Navarro DJ, Griffiths TL, Steyvers M, Lee MD. Modeling individual differences using Dirichlet processes Journal of Mathematical Psychology. 50: 101-122. DOI: 10.1016/J.Jmp.2005.11.006  0.539
2005 Steyvers M, Tenenbaum JB. The large-scale structure of semantic networks: statistical analyses and a model of semantic growth. Cognitive Science. 29: 41-78. PMID 21702767 DOI: 10.1207/s15516709cog2901_3  0.319
2005 Brown S, Steyvers M. The dynamics of experimentally induced criterion shifts. Journal of Experimental Psychology. Learning, Memory, and Cognition. 31: 587-99. PMID 16060767 DOI: 10.1037/0278-7393.31.4.587  0.342
2005 Malmberg KJ, Steyvers M, Stephens JD, Shiffrin RM. Erratum to: Feature frequency effects in recognition memory Memory & Cognition. 33: 1324-1324. DOI: 10.3758/Bf03193232  0.689
2004 Wagenmakers EJ, Zeelenberg R, Steyvers M, Shiffrin R, Raaijmakers J. Nonword repetition in lexical decision: support for two opposing processes. The Quarterly Journal of Experimental Psychology. a, Human Experimental Psychology. 57: 1191-210. PMID 15513243 DOI: 10.1080/02724980343000729  0.611
2004 Wagenmakers EJ, Steyvers M, Raaijmakers JG, Shiffrin RM, van Rijn H, Zeelenberg R. A model for evidence accumulation in the lexical decision task. Cognitive Psychology. 48: 332-67. PMID 15020215 DOI: 10.1016/J.Cogpsych.2003.08.001  0.631
2004 Griffiths TL, Steyvers M. Finding scientific topics. Proceedings of the National Academy of Sciences of the United States of America. 101: 5228-35. PMID 14872004 DOI: 10.1073/pnas.0307752101  0.355
2003 Steyvers M, Malmberg KJ. The effect of normative context variability on recognition memory. Journal of Experimental Psychology. Learning, Memory, and Cognition. 29: 760-6. PMID 14516211 DOI: 10.1037/0278-7393.29.5.760  0.63
2003 Goldstone RL, Steyvers M, Rogosky BJ. Conceptual interrelatedness and caricatures. Memory & Cognition. 31: 169-80. PMID 12749460 DOI: 10.3758/Bf03194377  0.54
2003 Steyvers M, Tenenbaum JB, Wagenmakers EJ, Blum B. Inferring causal networks from observations and interventions Cognitive Science. 27: 453-489. DOI: 10.1016/S0364-0213(03)00010-7  0.345
2002 Malmberg KJ, Steyvers M, Stephens JD, Shiffrin RM. Feature frequency effects in recognition memory. Memory & Cognition. 30: 607-13. PMID 12184562 DOI: 10.3758/Bf03194962  0.698
1997 Shiffrin RM, Steyvers M. A model for recognition memory: REM-retrieving effectively from memory. Psychonomic Bulletin & Review. 4: 145-66. PMID 21331823 DOI: 10.3758/BF03209391  0.645
1997 Shiffrin RM, Steyvers M. A model for recognition memory: REM - Retrieving effectively from memory Psychonomic Bulletin and Review. 4: 145-166.  0.561
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