Lyle H. Ungar - Publications

Affiliations: 
Computer and Information Science University of Pennsylvania, Philadelphia, PA, United States 
Area:
Intelligent Systems: Machine Learning, Information Systems: Computational Biology and Bioinformatics

131 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
2016 Park G, Yaden DB, Schwartz HA, Kern ML, Eichstaedt JC, Kosinski M, Stillwell D, Ungar LH, Seligman ME. Women are Warmer but No Less Assertive than Men: Gender and Language on Facebook. Plos One. 11: e0155885. PMID 27223607 DOI: 10.1371/journal.pone.0155885  1
2016 Ranard BL, Werner RM, Antanavicius T, Schwartz HA, Smith RJ, Meisel ZF, Asch DA, Ungar LH, Merchant RM. Yelp Reviews Of Hospital Care Can Supplement And Inform Traditional Surveys Of The Patient Experience Of Care. Health Affairs (Project Hope). 35: 697-705. PMID 27044971 DOI: 10.1377/hlthaff.2015.1030  1
2015 Park G, Schwartz HA, Sap M, Kern ML, Weingarten E, Eichstaedt JC, Berger J, Stillwell DJ, Kosinski M, Ungar LH, Seligman ME. Living in the Past, Present, and Future: Measuring Temporal Orientation with Language. Journal of Personality. PMID 26710321 DOI: 10.1111/jopy.12239  1
2015 Ireland ME, Chen Q, Schwartz HA, Ungar LH, Albarracin D. Action Tweets Linked to Reduced County-Level HIV Prevalence in the United States: Online Messages and Structural Determinants. Aids and Behavior. PMID 26650382 DOI: 10.1007/s10461-015-1252-2  1
2015 Leung YY, Kuksa PP, Amlie-Wolf A, Valladares O, Ungar LH, Kannan S, Gregory BD, Wang LS. DASHR: database of small human noncoding RNAs. Nucleic Acids Research. PMID 26553799 DOI: 10.1093/nar/gkv1188  1
2015 Chen BJ, Litvin O, Ungar L, Pe'er D. Context Sensitive Modeling of Cancer Drug Sensitivity. Plos One. 10: e0133850. PMID 26274927 DOI: 10.1371/journal.pone.0133850  1
2015 Eichstaedt JC, Schwartz HA, Kern ML, Park G, Labarthe DR, Merchant RM, Jha S, Agrawal M, Dziurzynski LA, Sap M, Weeg C, Larson EE, Ungar LH, Seligman ME. Psychological language on Twitter predicts county-level heart disease mortality. Psychological Science. 26: 159-69. PMID 25605707 DOI: 10.1177/0956797614557867  1
2015 Park G, Schwartz HA, Eichstaedt JC, Kern ML, Kosinski M, Stillwell DJ, Ungar LH, Seligman ME. Automatic personality assessment through social media language. Journal of Personality and Social Psychology. 108: 934-52. PMID 25365036 DOI: 10.1037/pspp0000020  1
2015 Schwartz HA, Ungar LH. Data-Driven Content Analysis of Social Media: A Systematic Overview of Automated Methods Annals of the American Academy of Political and Social Science. 659: 78-94. DOI: 10.1177/0002716215569197  1
2015 Duckworth AL, Eichstaedt JC, Ungar LH. The Mechanics of Human Achievement Social and Personality Psychology Compass. 9: 359-369. DOI: 10.1111/spc3.12178  1
2015 Dhillon PS, Foster DP, Ungar LH. Eigenwords: Spectral word embeddings Journal of Machine Learning Research. 16: 3035-3078.  1
2015 Schwartz HA, Park GJ, Sap M, Weingarten E, Eichstaedt J, Kern ML, Stillwell D, Kosinski M, Berger J, Seligman M, Ungar LH. Extracting human temporal orientation from Facebook language Naacl Hlt 2015 - 2015 Conference of the North American Chapter of the Association For Computational Linguistics: Human Language Technologies, Proceedings of the Conference. 409-419.  1
2014 Merchant RM, Ha YP, Wong CA, Schwartz HA, Sap M, Ungar LH, Asch DA. The 2013 US Government Shutdown (#Shutdown) and health: an emerging role for social media. American Journal of Public Health. 104: 2248-50. PMID 25322303 DOI: 10.2105/AJPH.2014.302118  1
2014 Dhillon PS, Wolk DA, Das SR, Ungar LH, Gee JC, Avants BB. Subject-specific functional parcellation via prior based eigenanatomy. Neuroimage. 99: 14-27. PMID 24852460 DOI: 10.1016/j.neuroimage.2014.05.026  1
2014 Kern ML, Eichstaedt JC, Schwartz HA, Dziurzynski L, Ungar LH, Stillwell DJ, Kosinski M, Ramones SM, Seligman ME. The online social self: an open vocabulary approach to personality. Assessment. 21: 158-69. PMID 24322010 DOI: 10.1177/1073191113514104  1
2014 Kern ML, Eichstaedt JC, Schwartz HA, Park G, Ungar LH, Stillwell DJ, Kosinski M, Dziurzynski L, Seligman ME. From "Sooo excited!!!" to "So proud": using language to study development. Developmental Psychology. 50: 178-88. PMID 24274726 DOI: 10.1037/a0035048  1
2014 Ryvkin P, Leung YY, Ungar LH, Gregory BD, Wang LS. Using machine learning and high-throughput RNA sequencing to classify the precursors of small non-coding RNAs. Methods (San Diego, Calif.). 67: 28-35. PMID 24145223 DOI: 10.1016/j.ymeth.2013.10.002  1
2014 Baron J, Mellers BA, Tetlock PE, Stone E, Ungar LH. Two reasons to make aggregated probability forecasts more extreme Decision Analysis. 11: 133-145. DOI: 10.1287/deca.2014.0293  1
2014 Satopää VA, Jensen ST, Mellers BA, Tetlock PE, Ungar LH. Probability aggregation in time-series: Dynamic hierarchical modeling of sparse expert beliefs Annals of Applied Statistics. 8: 1256-1280. DOI: 10.1214/14-AOAS739  1
2014 Boyack KW, Patek M, Ungar LH, Yoon P, Klavans R. Classification of individual articles from all of science by research level Journal of Informetrics. 8: 1-12. DOI: 10.1016/j.joi.2013.10.005  1
2014 Satopää VA, Baron J, Foster DP, Mellers BA, Tetlock PE, Ungar LH. Combining multiple probability predictions using a simple logit model International Journal of Forecasting. 30: 344-356. DOI: 10.1016/j.ijforecast.2013.09.009  1
2014 Feldman R, Fresko M, Goldenberg J, Netzer O, Ungar L. Analyzing product comparisons on discussion boards Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8001: 399-408.  1
2013 Schwartz HA, Eichstaedt JC, Kern ML, Dziurzynski L, Ramones SM, Agrawal M, Shah A, Kosinski M, Stillwell D, Seligman ME, Ungar LH. Personality, gender, and age in the language of social media: the open-vocabulary approach. Plos One. 8: e73791. PMID 24086296 DOI: 10.1371/journal.pone.0073791  1
2013 Leung YY, Ryvkin P, Ungar LH, Gregory BD, Wang LS. CoRAL: predicting non-coding RNAs from small RNA-sequencing data. Nucleic Acids Research. 41: e137. PMID 23700308 DOI: 10.1093/nar/gkt426  1
2013 Rodu J, Foster DP, Wu W, Ungar LH. Using regression for spectral estimation of HMMs Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7978: 212-223. DOI: 10.1007/978-3-642-39593-2_19  1
2013 Markopoulos PM, Aron R, Ungar LH. How do infomediaries affect firms' information strategies, and how do they impact buyer and social welfare? International Conference On Information Systems (Icis 2013): Reshaping Society Through Information Systems Design. 2: 1897-1915.  1
2013 Andrew Schwartz H, Eichstaedt JC, Dziurzynski L, Kern ML, Seligman MEP, Ungar LH, Blanco E, Kosinski M, Stillwell D. Toward personality insights from language exploration in social media Aaai Spring Symposium - Technical Report. 72-79.  1
2013 Dhillon PS, Foster DP, Kakade SM, Ungar LH. A risk comparison of ordinary least squares vs ridge regression Journal of Machine Learning Research. 14: 1505-1511.  1
2012 Wu S, Langlotz CP, Lakhani P, Ungar LH. Extracting templates from radiology reports using sequence alignment. International Journal of Data Mining and Bioinformatics. 6: 633-50. PMID 23356012 DOI: 10.1504/IJDMB.2012.050248  1
2012 Dhillon PS, Rodu J, Collins M, Foster DP, Ungar LH. Spectral dependency parsing with latent variables Emnlp-Conll 2012 - 2012 Joint Conference On Empirical Methods in Natural Language Processing and Computational Natural Language Learning, Proceedings of the Conference. 205-213.  1
2012 Andrew Schwartz H, Gomez F, Ungar LH. Improving supervised sense disambiguation with web-scale selectors 24th International Conference On Computational Linguistics - Proceedings of Coling 2012: Technical Papers. 2423-2440.  1
2012 Dhillon PS, Rodu J, Foster DP, Ungar LH. Two step CCA: A new spectral method for estimating vector models of words Proceedings of the 29th International Conference On Machine Learning, Icml 2012. 2: 1551-1558.  1
2011 Park S, Roederer A, Mani R, Schmitt S, LeRoux PD, Ungar LH, Lee I, Kasner SE. Limitations of threshold-based brain oxygen monitoring for seizure detection. Neurocritical Care. 15: 469-76. PMID 21523525 DOI: 10.1007/s12028-011-9540-9  1
2011 Lin D, Foster DP, Ungar LH. VIF regression: A fast regression algorithm for large data Journal of the American Statistical Association. 106: 232-247. DOI: 10.1198/jasa.2011.tm10113  1
2011 Dhillon PS, Foster DP, Ungar LH. Minimum Description Length penalization for group and multi-task sparse learning Journal of Machine Learning Research. 12: 525-564.  1
2010 Evans P, Sacan A, Ungar L, Tozeren A. Sequence alignment reveals possible MAPK docking motifs on HIV proteins Plos One. 5. PMID 20126615 DOI: 10.1371/journal.pone.0008942  1
2010 Avants BB, Cook PA, Ungar L, Gee JC, Grossman M. Dementia induces correlated reductions in white matter integrity and cortical thickness: a multivariate neuroimaging study with sparse canonical correlation analysis. Neuroimage. 50: 1004-16. PMID 20083207 DOI: 10.1016/j.neuroimage.2010.01.041  1
2010 Goorha S, Ungar L. Discovery of significant emerging trends Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 57-64. DOI: 10.1145/1835804.1835815  1
2010 Kandylas V, Upham SP, Ungar LH. Analyzing knowledge communities using foreground and background clusters Acm Transactions On Knowledge Discovery From Data. 4. DOI: 10.1145/1754428.1754430  1
2010 Markopoulos PM, Aron R, Ungar L. Information markets for product attributes: A game theoretic, dual pricing mechanism Decision Support Systems. 49: 187-199. DOI: 10.1016/j.dss.2010.02.005  1
2010 Upham SP, Rosenkopf L, Ungar LH. Innovating knowledge communities: An analysis of group collaboration and competition in science and technology Scientometrics. 83: 525-554. DOI: 10.1007/s11192-009-0102-2  1
2010 Upham SP, Rosenkopf L, Ungar LH. Positioning knowledge: Schools of thought and new knowledge creation Scientometrics. 83: 555-581. DOI: 10.1007/s11192-009-0097-8  1
2009 Yaragatti M, Sandler T, Ungar L. A predictive model for identifying mini-regulatory modules in the mouse genome Bioinformatics. 25: 353-357. PMID 19052060 DOI: 10.1093/bioinformatics/btn622  1
2009 Dampier W, Evans P, Ungar L, Tozeren A. Host sequence motifs shared by HIV predict response to antiretroviral therapy Bmc Medical Genomics. 2. DOI: 10.1186/1755-8794-2-47  1
2009 Evans P, Dampier W, Ungar L, Tozeren A. Prediction of HIV-1 virus-host protein interactions using virus and host sequence motifs Bmc Medical Genomics. 2. DOI: 10.1186/1755-8794-2-27  1
2009 Sandler T, Ungar LH, Crammer K. Resolving identity uncertainty with learned random walks Proceedings - Ieee International Conference On Data Mining, Icdm. 457-465. DOI: 10.1109/ICDM.2009.69  1
2009 Dhillon PS, Tomasik B, Foster D, Ungar L. Multi-task feature selection using the multiple inclusion criterion (MIC) Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5781: 276-289. DOI: 10.1007/978-3-642-04180-8_35  1
2009 Sarmento L, Kehlenbeck A, Oliveira E, Ungar L. An approach to web-scale named-entity disambiguation Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5632: 689-703. DOI: 10.1007/978-3-642-03070-3_52  1
2009 Sarmento L, Kehlenbeck A, Oliveira E, Ungar L. Efficient clustering of web-derived data sets Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5632: 398-412. DOI: 10.1007/978-3-642-03070-3_30  1
2009 Sandler T, Talukdar PP, Ungar LH, Blitzer J. Regularized learning with networks of features Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference. 1401-1408.  1
2009 Dhillon PS, Ungar LH. Transfer learning, feature selection and Word Sense Disambguation Acl-Ijcnlp 2009 - Joint Conf. of the 47th Annual Meeting of the Association For Computational Linguistics and 4th Int. Joint Conf. On Natural Language Processing of the Afnlp, Proceedings of the Conf.. 257-260.  1
2008 Rosenfeld B, Feldman R, Ungar L. Using sequence classification for filtering web pages International Conference On Information and Knowledge Management, Proceedings. 1355-1356. DOI: 10.1145/1458082.1458276  1
2008 Feldman R, Fresko M, Goldenberg J, Netzer O, Ungar L. Using text mining to analyze user forums 5th International Conference Service Systems and Service Management - Exploring Service Dynamics With Science and Innovative Technology, Icsssm'08. DOI: 10.1109/ICSSSM.2008.4598504  1
2008 Dhillon PS, Foster D, Ungar LH. Efficient feature selection in the presence of multiple feature classes Proceedings - Ieee International Conference On Data Mining, Icdm. 779-784. DOI: 10.1109/ICDM.2008.56  1
2008 Evans P, Sandler T, Ungar L. Protein-protein interaction network alignment by quantitative simulation Proceedings - Ieee International Conference On Bioinformatics and Biomedicine, Bibm 2008. 325-328. DOI: 10.1109/BIBM.2008.72  1
2008 Kandylas V, Ungar L, Sandler T, Jensen S. Multiway clustering for creating biomedical term sets Proceedings - Ieee International Conference On Bioinformatics and Biomedicine, Bibm 2008. 449-452. DOI: 10.1109/BIBM.2008.25  1
2008 Aron R, Ungar L, Valluri A. A model of market power and efficiency in private electronic exchanges European Journal of Operational Research. 187: 922-942. DOI: 10.1016/j.ejor.2006.04.050  1
2008 Kandylas V, Upham SP, Ungar LH. Finding cohesive clusters for analyzing knowledge communities Knowledge and Information Systems. 17: 335-354. DOI: 10.1007/s10115-008-0135-5  1
2007 Wang J, Ungar LH, Tseng H, Hannenhalli S. MetaProm: a neural network based meta-predictor for alternative human promoter prediction. Bmc Genomics. 8: 374. PMID 17941982 DOI: 10.1186/1471-2164-8-374  1
2007 Feldman R, Fresko M, Goldenberg J, Netzer O, Ungar L. Extracting product comparisons from discussion boards Proceedings - Ieee International Conference On Data Mining, Icdm. 469-474. DOI: 10.1109/ICDM.2007.27  1
2007 Schein AI, Ungar LH. Active learning for logistic regression: An evaluation Machine Learning. 68: 235-265. DOI: 10.1007/s10994-007-5019-5  1
2006 Hadley D, Murphy T, Valladares O, Hannenhalli S, Ungar L, Kim J, Bućan M. Patterns of sequence conservation in presynaptic neural genes. Genome Biology. 7: R105. PMID 17096848 DOI: 10.1186/gb-2006-7-11-r105  1
2006 Pasinetti GM, Ungar LH, Lange DJ, Yemul S, Deng H, Yuan X, Brown RH, Cudkowicz ME, Newhall K, Peskind E, Marcus S, Ho L. Identification of potential CSF biomarkers in ALS. Neurology. 66: 1218-22. PMID 16481598 DOI: 10.1212/01.wnl.0000203129.82104.07  1
2006 Sandler T, Schein AI, Ungar LH. Automatic term list generation for entity tagging. Bioinformatics (Oxford, England). 22: 651-7. PMID 16249261 DOI: 10.1093/bioinformatics/bti733  1
2006 Zhou J, Foster DP, Stine RA, Ungar LH. Streamwise feature selection Journal of Machine Learning Research. 7: 1861-1885.  1
2006 Craven M, Gunopulos D, Ungar L. Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining: Foreword Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 2006: iii.  1
2005 Kwon RH, Anandalingam G, Ungar LH. Iterative combinatorial auctions with bidder-determined combinations Management Science. 51: 407-418. DOI: 10.1287/mnsc.1040.0335  1
2005 Zhou J, Stine R, Foster D, Ungar L. Streaming feature selection using alpha-investing Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 384-393. DOI: 10.1145/1081870.1081914  1
2005 Schein AI, Popescul A, Ungar LH, Pennock DM. CROC: A new evaluation criterion for recommender systems Electronic Commerce Research. 5: 51-74. DOI: 10.1023/B:ELEC.0000045973.51289.8c  1
2005 Markopoulos PM, Aron R, Ungar LH. Is online product information availability driven by quality or differentiation? Association For Information Systems - 26th International Conference On Information Systems, Icis 2005: Forever New Frontiers. 835-846.  1
2005 Ungar LH, Zhou J, Foster DP, Stine BA. Streaming Feature Selection using IIC Aistats 2005 - Proceedings of the 10th International Workshop On Artificial Intelligence and Statistics. 357-364.  1
2004 Le Phillip P, Bahl A, Ungar LH. Using prior knowledge to improve genetic network reconstruction from microarray data. In Silico Biology. 4: 335-53. PMID 15724284  1
2004 Buehler EC, Sachs JR, Shao K, Bagchi A, Ungar LH. The CRASSS plug-in for integrating annotation data with hierarchical clustering results. Bioinformatics (Oxford, England). 20: 3266-9. PMID 15201188 DOI: 10.1093/bioinformatics/bth362  1
2004 Popescul A, Ungar LH. Cluster-based concept invention for statistical relational learning Kdd-2004 - Proceedings of the Tenth Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 665-670.  1
2003 Popescul A, Ungar LH, Lawrence S, Pennock DM. Statistical relational learning for document mining Proceedings - Ieee International Conference On Data Mining, Icdm. 275-282.  1
2003 Pavlov D, Popescul A, Pennock DM, Ungar LH. Mixtures of Conditional Maximum Entropy Models Proceedings, Twentieth International Conference On Machine Learning. 2: 584-591.  1
2003 Park ST, Khrabrov A, Pennock DM, Lawrence S, Giles CL, Ungar LH. Static and dynamic analysis of the Internet's susceptibility to faults and attacks Proceedings - Ieee Infocom. 3: 2144-2154.  1
2003 Grudic GZ, Kumar V, Ungar L. Using Policy Gradient Reinforcement Learning on Autonomous Robot Controllers Ieee International Conference On Intelligent Robots and Systems. 1: 406-411.  1
2002 Schein AI, Popescul A, Ungar LH, Pennock DM. Methods and metrics for cold-start recommendations Sigir Forum (Acm Special Interest Group On Information Retrieval). 253-260.  1
2002 Grudic GZ, Ungar LH. Rates of convergence of performance gradient estimates using function approximation and bias in reinforcement learning Advances in Neural Information Processing Systems 1
2001 Schein AI, Kissinger JC, Ungar LH. Chloroplast transit peptide prediction: a peek inside the black box. Nucleic Acids Research. 29: E82. PMID 11504890  1
2001 Markopoulos PM, Ungar LH. Pricing price information in E-commerce [Extended Abstract] Proceedings of the Acm Conference On Electronic Commerce. 260-263.  1
2001 Parkes DC, Ungar LH. An auction-based method for decentralized train scheduling Proceedings of the International Conference On Autonomous Agents. 43-50.  1
2000 Kay H, Ungar LH. Estimating monotonic functions and their bounds Aiche Journal. 46: 2426-2434. DOI: 10.1002/aic.690461211  1
2000 McCallum A, Nigam K, Ungar LH. Efficient clustering of high-dimensional data sets with application to reference matching Proceeding of the Sixth Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 169-178.  1
2000 Jose RA, Ungar LH. Pricing interprocess streams using slack auctions Aiche Journal. 46: 575-585.  1
2000 Popescul A, Flake GW, Lawrence S, Ungar LH, Giles CL. Clustering and identifying temporal trends in document databases Proceedings of the Forum On Research and Technology Advances in Digital Libraries, Adl. 173-182.  1
1999 Parkes DC, Ungar LH, Foster DP. Accounting for cognitive costs in on-line auction design Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 1571: 25-40. DOI: 10.1007/3-540-48835-9_2  1
1999 De Veaux RD, Bain R, Ungar LH. Hybrid neural network models for environmental process control: (The 1998 Hunter Lecture) Environmetrics. 10: 225-236. DOI: 10.1002/(SICI)1099-095X(199905/06)10:3<225::AID-ENV356>3.0.CO;2-1  1
1998 De Veaux RD, Schweinsberg J, Schumi J, Ungar LH. Prediction intervals for neural networks via nonlinear regression Technometrics. 40: 273-282.  1
1997 Gazi E, Seider WD, Ungar LH. A non-parametric Monte Carlo technique for controller verification Automatica. 33: 901-906.  1
1996 Gazi E, Ungar LH, Seider WD, Kuipers BJ. Automatic analysis of Monte-Carlo simulations of dynamic chemical plants Computers and Chemical Engineering. 20: S987-S992.  1
1996 Gazi E, Seider WD, Ungar LH. Verification of controllers in the presence of uncertainty: Application to styrene polymerization Industrial and Engineering Chemistry Research. 35: 2277-2287.  1
1995 Vinson JM, Ungar LH. Dynamic Process Monitoring and Fault Diagnosis With Qualitative Models Ieee Transactions On Systems, Man, and Cybernetics. 25: 181-189. DOI: 10.1109/21.362954  1
1995 Ungar LH, De Veaux RD. EMRBF: a statistical basis for using radial basis functions for process control Proceedings of the American Control Conference. 3: 1872-1876.  1
1995 Catino CA, Ungar LH. Model-based approach to automated hazard identification of chemical plants Aiche Journal. 41: 97-109.  1
1994 Psichogios DC, Ungar LH. SVD-NET: An Algorithm that Automatically Selects Network Structure Ieee Transactions On Neural Networks. 5: 513-515. DOI: 10.1109/72.286929  1
1994 Gazi E, Seider WD, Ungar LH. Control of nonlinear processes using qualitative reasoning Computers and Chemical Engineering. 18: S189-S193. DOI: 10.1016/0098-1354(94)80032-4  1
1994 Eaton JW, Rawlings JB, Ungar LH. Stability of neural net based model predictive control Proceedings of the American Control Conference. 3: 2481-2485.  1
1994 Carden SR, Rose WC, Schwaber JS, Ungar LH. Role of baroreceptor resetting and habituating control in blood pressure regulation Proceedings of the American Control Conference. 1: 87-91.  1
1994 De Veaux RD, Ungar LH, Vinson JM. Statistical approaches to fault analysis in multivariate process control Proceedings of the American Control Conference. 2: 1274-1278.  1
1993 Foster WR, Ungar LH, Schwaber JS. Significance of conductances in Hodgkin-Huxley models Journal of Neurophysiology. 70: 2502-2518. PMID 7509859  1
1993 De Veaux RD, Psichogios DC, Ungar LH. A comparison of two nonparametric estimation schemes: MARS and neural networks Computers and Chemical Engineering. 17: 819-837. DOI: 10.1016/0098-1354(93)80066-V  1
1993 Vinson JM, Ungar LH. Qmimic: Model-based monitoring and diagnosis American Control Conference. 1880-1884.  1
1992 Leonard JA, Kramer MA, Ungar LH. Using radial basis functions to approximate a function and its error bounds. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 3: 624-7. PMID 18276463 DOI: 10.1109/72.143377  1
1992 Vinson JM, Grantham SD, Ungar LH. Automatic rebuilding of qualitative models for diagnosis Ieee Expert-Intelligent Systems and Their Applications. 7: 23-30. DOI: 10.1109/64.153461  1
1992 Foster WR, Collopy F, Ungar LH. Neural network forecasting of short, noisy time series Computers and Chemical Engineering. 16: 293-297. DOI: 10.1016/0098-1354(92)80049-F  1
1992 Leonard JA, Kramer MA, Ungar LH. A neural network architecture that computes its own reliability Computers and Chemical Engineering. 16: 819-835. DOI: 10.1016/0098-1354(92)80035-8  1
1992 Psichogios DC, Ungar LH. A hybrid neural network-first principles approach to process modelling Aiche Journal. 38: 1499-1511.  1
1992 Psichogios D, Ungar LH. Process modeling using structured neural networks Proceedings of the American Control Conference. 3: 1917-1921.  1
1992 Psichogios DC, De Veaux RD, Ungar LH. Non-parametric system identification: A comparison of MARS and neural networks Proceedings of the American Control Conference. 2: 1436-1440.  1
1991 Catino CA, Grantham SD, Ungar LH. Automatic generation of qualitative models of chemical process units Computers and Chemical Engineering. 15: 583-599. DOI: 10.1016/0098-1354(91)80013-L  1
1991 Psichogios DC, Ungar LH. Direct and indirect Model Based Control using artificial neural networks Industrial & Engineering Chemistry Research. 30: 2564-2573.  1
1991 Grantham SD, Ungar LH. Comparative analysis of qualitative models when the model changes Aiche Journal. 37: 931-943.  1
1990 Durand PP, Ungar LH. Prediction of decoupling in high-temperature superconductors Physical Review B. 41: 815-818. DOI: 10.1103/PhysRevB.41.815  1
1990 Grantham SD, Ungar LH. A first principles approach to automated troubleshooting of chemical plants Computers and Chemical Engineering. 14: 783-798. DOI: 10.1016/0098-1354(90)87086-5  1
1990 Ungar LH, Powell BA, Kamens SN. Adaptive networks for fault diagnosis and process control Computers and Chemical Engineering. 14: 561-572. DOI: 10.1016/0098-1354(90)87027-M  1
1990 Kelly FX, Ungar LH. A molecular dynamics investigation of solute trapping during rapid solidification of silicon Journal of Crystal Growth. 102: 658-666. DOI: 10.1016/0022-0248(90)90426-L  1
1990 Psichogios DC, Ungar LH. Nonlinear internal model control and model predictive control using neural networks . 1082-1087.  1
1990 Tzouanas VK, Luyben WL, Georgakis C, Ungar LH. Expert multivariable control. 1. Structure and design methodology Industrial and Engineering Chemistry Research. 29: 382-389.  1
1990 Tzouanas VK, Luyben WL, Georgakis C, Ungar LH. Expert multivariable control. 3. Extension of EMC to three-product side-stream distillation columns Industrial and Engineering Chemistry Research. 29: 404-415.  1
1990 Tzouanas VK, Luyben WL, Georgakis C, Ungar LH. Expert multivariable control. 2. Application of EMC to two-product distillation columns Industrial and Engineering Chemistry Research. 29: 389-403.  1
1989 Durand PP, Ungar LH. Percolation and transport in an assembly of anisotropic conductors Journal of Physics a: Mathematical and General. 22: 321-335. DOI: 10.1088/0305-4470/22/3/016  1
1988 Tzouanas VK, Georgakis C, Luyben WL, Ungar LH. Expert multivariable control Computers and Chemical Engineering. 12: 1065-1074. DOI: 10.1016/0098-1354(88)87027-3  1
1988 Ungar LH, Ramprasad N, Brown RA. Finite element methods for unsteady solidification problems arising in prediction of morphological structure Journal of Scientific Computing. 3: 77-108. DOI: 10.1007/BF01066483  1
1988 Durand PP, Ungar LH. APPLICATION OF THE BOUNDARY ELEMENT METHOD TO DENSE DISPERSIONS International Journal For Numerical Methods in Engineering. 26: 2487-2501.  1
1986 Kelly FX, Ungar LH. Steady and oscillatory cellular morphologies in rapid solidification Physical Review B. 34: 1746-1753. DOI: 10.1103/PhysRevB.34.1746  1
1985 Ungar LH, Brown RA. Cellular interface morphologies in directional solidification. IV. The formation of deep cells Physical Review B. 31: 5931-5940. DOI: 10.1103/PhysRevB.31.5931  1
1985 Ungar LH, Bennett MJ, Brown RA. Cellular interface morphologies in directional solidification. III. The effects of heat transfer and solid diffusivity Physical Review B. 31: 5923-5930. DOI: 10.1103/PhysRevB.31.5923  1
1984 Ungar LH, Brown RA. Cellular interface morphologies in directional solidification. II. the effect of grain boundaries Physical Review B. 30: 3993-3999. DOI: 10.1103/PhysRevB.30.3993  1
1984 Ungar LH, Brown RA. Cellular interface morphologies in directional solidification. the one-sided model Physical Review B. 29: 1367-1380. DOI: 10.1103/PhysRevB.29.1367  1
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