| 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 |
0.313 |
|
| 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 |
0.455 |
|
| 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 |
0.759 |
|
| 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 |
0.445 |
|
| 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 |
0.436 |
|
| 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 |
0.338 |
|
| 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 |
0.765 |
|
| 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 |
0.395 |
|
| 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 |
0.729 |
|
| 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 |
0.495 |
|
| 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 |
0.709 |
|
| 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 |
0.308 |
|
| 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 |
0.432 |
|
| 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 |
0.553 |
|
| 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 |
0.761 |
|
| 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 |
0.623 |
|
| 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 |
0.673 |
|
| 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 |
0.359 |
|
| 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 |
0.396 |
|
| 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 |
0.512 |
|
| 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 |
0.711 |
|
| 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 |
0.472 |
|
| 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 |
0.353 |
|
| 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 |
0.355 |
|
| 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 |
0.463 |
|
| 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 |
0.544 |
|
| 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 |
0.569 |
|
| 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 |
0.376 |
|
| 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 |
0.536 |
|
| 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 |
0.32 |
|
| 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 |
0.687 |
|
| 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 |
0.608 |
|
| 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 |
0.629 |
|
| 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 |
0.531 |
|
| 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 |
0.346 |
|
| 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 |
0.696 |
|
| 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 |
0.642 |
|
| 1997 |
Shiffrin RM, Steyvers M. A model for recognition memory: REM - Retrieving effectively from memory Psychonomic Bulletin and Review. 4: 145-166. |
0.556 |
|
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