Byron C. Wallace Coauthor index pubzone.org

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c30Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYe Zhang, Matthew Lease, Byron C. Wallace: Active Discriminative Text Representation Learning. AAAI 2017: 3386-3392
i9Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYe Zhang, Matthew Lease, Byron C. Wallace: Exploiting Domain Knowledge via Grouped Weight Sharing with Application to Text Categorization. CoRR abs/1702.02535 (2017)
2016
j11Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLStefano V. Albrecht, Bruno Bouchard, John S. Brownstein, David L. Buckeridge, Cornelia Caragea, Kevin M. Carter, Adnan Darwiche, Blaz Fortuna, Yannick Francillette, Sébastien Gaboury, C. Lee Giles, Marko Grobelnik, Estevam R. Hruschka, Jeffrey O. Kephart, Parisa Kordjamshidi, Viliam Lisý, Daniele Magazzeni, Joao Marques-Silva, Pierre Marquis, David R. Martinez, Marek P. Michalowski, Arash Shaban-Nejad, Zeinab Noorian, Enrico Pontelli, Alex Rogers, Stephanie Rosenthal, Dan Roth, Arunesh Sinha, William W. Streilein, Sylvie Thiébaux, Tran Cao Son, Byron C. Wallace, Toby Walsh, Michael J. Witbrock, Jie Zhang: Reports of the 2016 AAAI Workshop Program. AI Magazine 37(3): 99-108 (2016)
j10Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIain James Marshall, Joël Kuiper, Byron C. Wallace: RobotReviewer: evaluation of a system for automatically assessing bias in clinical trials. JAMIA 23(1): 193-201 (2016)
j9Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhiguo Yu, Elmer V. Bernstam, Trevor Cohen, Byron C. Wallace, Todd R. Johnson: Improving the utility of MeSH® terms using the TopicalMeSH representation. Journal of Biomedical Informatics 61: 77-86 (2016)
j8Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJenna Wiens, Byron C. Wallace: Editorial: special issue on machine learning for health and medicine. Machine Learning 102(3): 305-307 (2016)
c29Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRyan Bridges, Jette Henderson, Joyce C. Ho, Byron C. Wallace, Joydeep Ghosh: Automated Verification of Phenotypes using PubMed. BCB 2016: 595-602
c28Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSilvio Amir, Byron C. Wallace, Hao Lyu, Paula Carvalho, Mário J. Silva: Modelling Context with User Embeddings for Sarcasm Detection in Social Media. CoNLL 2016: 167-177
c27Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYe Zhang, Iain James Marshall, Byron C. Wallace: Rationale-Augmented Convolutional Neural Networks for Text Classification. EMNLP 2016: 795-804
c26Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMengqi Jin, Hongli Li, Christopher H. Schmid, Byron C. Wallace: Using Electronic Medical Records and Physician Data to Improve Information Retrieval for Evidence-Based Care. ICHI 2016: 61-64
c25Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYe Zhang, Stephen Roller, Byron C. Wallace: MGNC-CNN: A Simple Approach to Exploiting Multiple Word Embeddings for Sentence Classification. HLT-NAACL 2016: 1522-1527
c24Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAn T. Nguyen, Byron C. Wallace, Matthew Lease: A Correlated Worker Model for Grouped, Imbalanced and Multitask Data. UAI 2016
e3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArash Shaban-Nejad, David L. Buckeridge, Byron C. Wallace, John S. Brownstein: World Wide Web and Population Health Intelligence, Papers from the 2016 AAAI Workshop, Phoenix, Arizona, USA, February 12, 2016. AAAI Workshops WS-16-15, AAAI Press 2016
e2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFinale Doshi-Velez, Jim Fackler, David C. Kale, Byron C. Wallace, Jenna Wiens: Proceedings of the 1st Machine Learning in Health Care, MLHC 2016, Los Angeles, CA, USA, August 19-20, 2016 .JMLR Workshop and Conference Proceedings 56, JMLR.org 2016
i8Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYe Zhang, Stephen Roller, Byron C. Wallace: MGNC-CNN: A Simple Approach to Exploiting Multiple Word Embeddings for Sentence Classification. CoRR abs/1603.00968 (2016)
i7Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYe Zhang, Iain James Marshall, Byron C. Wallace: Rationale-Augmented Convolutional Neural Networks for Text Classification. CoRR abs/1605.04469 (2016)
i6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYe Zhang, Byron C. Wallace: Active Discriminative Word Embedding Learning. CoRR abs/1606.04212 (2016)
i5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSilvio Amir, Byron C. Wallace, Hao Lyu, Paula Carvalho, Mário J. Silva: Modelling Context with User Embeddings for Sarcasm Detection in Social Media. CoRR abs/1607.00976 (2016)
i4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYalin Sun, Pengxiang Cheng, Shengwei Wang, Hao Lyu, Matthew Lease, Iain James Marshall, Byron C. Wallace: Crowdsourcing Information Extraction for Biomedical Systematic Reviews. CoRR abs/1609.01017 (2016)
i3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYe Zhang, Md Mustafizur Rahman, Alex Braylan, Brandon Dang, Heng-Lu Chang, Henna Kim, Quinten McNamara, Aaron Angert, Edward Banner, Vivek Khetan, Tyler McDonnell, An Thanh Nguyen, Dan Xu, Byron C. Wallace, Matthew Lease: Neural Information Retrieval: A Literature Review. CoRR abs/1611.06792 (2016)
2015
j7Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLStefano V. Albrecht, André da Motta Salles Barreto, Darius Braziunas, David L. Buckeridge, Heriberto Cuayáhuitl, Nina Dethlefs, Markus Endres, Amir-massoud Farahmand, Mark Fox, Lutz Frommberger, Sam Ganzfried, Yolanda Gil, Sébastien Guillet, Lawrence E. Hunter, Arnav Jhala, Kristian Kersting, George Konidaris, Freddy Lécué, Sheila A. McIlraith, Sriraam Natarajan, Zeinab Noorian, David Poole, Rémi Ronfard, Alessandro Saffiotti, Arash Shaban-Nejad, Biplav Srivastava, Gerald Tesauro, Rosario Uceda-Sosa, Guy Van den Broeck, Martijn van Otterlo, Byron C. Wallace, Paul Weng, Jenna Wiens, Jie Zhang: Reports of the AAAI 2014 Conference Workshops. AI Magazine 36(1): 87-98 (2015)
j6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLByron C. Wallace: Computational irony: A survey and new perspectives. Artif. Intell. Rev. 43(4): 467-483 (2015)
j5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIain James Marshall, Joël Kuiper, Byron C. Wallace: Automating Risk of Bias Assessment for Clinical Trials. IEEE J. Biomedical and Health Informatics 19(4): 1406-1412 (2015)
c23Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFinale Doshi-Velez, Byron C. Wallace, Ryan Adams: Graph-Sparse LDA: A Topic Model with Structured Sparsity. AAAI 2015: 2575-2581
c22Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLByron C. Wallace, Michael J. Paul, Noémie Elhadad: What Predicts Media Coverage of Health Science Articles? AAAI Workshop: WWW and Public Health Intelligence 2015
c21Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLByron C. Wallace, Do Kook Choe, Eugene Charniak: Sparse, Contextually Informed Models for Irony Detection: Exploiting User Communities, Entities and Sentiment. ACL (1) 2015: 1035-1044
c20Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhiguo Yu, Elmer V. Bernstam, Trevor Cohen, Byron C. Wallace, Todd R. Johnson: Improving Retrieval of PubMed Articles Using the TopicalMeSH Representation. AMIA 2015
c19Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAn Thanh Nguyen, Byron C. Wallace, Matthew Lease: Combining Crowd and Expert Labels Using Decision Theoretic Active Learning. HCOMP 2015: 120-129
c18Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhiguo Yu, Byron C. Wallace, Todd R. Johnson: Healthcare Data Analytics Challenge. ICHI 2015: 515-516
i2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYe Zhang, Byron C. Wallace: A Sensitivity Analysis of (and Practitioners' Guide to) Convolutional Neural Networks for Sentence Classification. CoRR abs/1510.03820 (2015)
2014
j4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLByron C. Wallace, Michael J. Paul, Urmimala Sarkar, Thomas A. Trikalinos, Mark Dredze: A large-scale quantitative analysis of latent factors and sentiment in online doctor reviews. JAMIA 21(6): 1098-1103 (2014)
j3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLByron C. Wallace, Issa J. Dahabreh: Improving class probability estimates for imbalanced data. Knowl. Inf. Syst. 41(1): 33-52 (2014)
c17Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFinale Doshi-Velez, David C. Kale, Byron C. Wallace, Jenna Wiens: Preface. AAAI Workshop: Modern Artificial Intelligence for Health Analytics 2014
c16Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKelly Moran, Byron C. Wallace, Carla E. Brodley: Discovering Better AAAI Keywords via Clustering with Community-Sourced Constraints. AAAI 2014: 1265-1271
c15Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLByron C. Wallace: Organizers. AAAI Workshop: Modern Artificial Intelligence for Health Analytics 2014
c14Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLByron C. Wallace, Issa J. Dahabreh, Thomas A. Trikalinos, Michael Barton Laws, Ira B. Wilson, Eugene Charniak: Identifying Differences in Physician Communication Styles with a Log-Linear Transition Component Model. AAAI 2014: 1314-1320
c13Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLByron C. Wallace, Do Kook Choe, Laura Kertz, Eugene Charniak: Humans Require Context to Infer Ironic Intent (so Computers Probably do, too). ACL (2) 2014: 512-516
c12Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIain James Marshall, Joël Kuiper, Byron C. Wallace: Automating risk of bias assessment for clinical trials. BCB 2014: 88-95
c11Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLByron C. Wallace, Laura Kertz: Can Cognitive Scientists Help Computers Recognize Irony? CogSci 2014
c10Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoël Kuiper, Iain James Marshall, Byron C. Wallace, Morris A. Swertz: Spá: A Web-Based Viewer for Text Mining in Evidence Based Medicine. ECML/PKDD (3) 2014: 452-455
e1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFinale Doshi-Velez, David C. Kale, Byron C. Wallace, Jenna Wiens: Modern Artificial Intelligence for Health Analytics, Papers from the 2014 AAAI Workshop, Québec City, Québec, Canada, July 27, 2014 .AAAI Workshops WS-14-08, AAAI 2014
i1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFinale Doshi-Velez, Byron C. Wallace, Ryan Adams: Graph-Sparse LDA: A Topic Model with Structured Sparsity. CoRR abs/1410.4510 (2014)
2013
c9Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLByron C. Wallace, Thomas A. Trikalinos, Michael Barton Laws, Ira B. Wilson, Eugene Charniak: A Generative Joint, Additive, Sequential Model of Topics and Speech Acts in Patient-Doctor Communication. EMNLP 2013: 1765-1775
2012
j2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCarla E. Brodley, Umaa Rebbapragada, Kevin Small, Byron C. Wallace: Challenges and Opportunities in Applied Machine Learning. AI Magazine 33(1) (2012)
c8Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLByron C. Wallace, Issa J. Dahabreh: Class Probability Estimates are Unreliable for Imbalanced Data (and How to Fix Them). ICDM 2012: 695-704
c7Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLByron C. Wallace, Kevin Small, Carla E. Brodley, Joseph Lau, Thomas A. Trikalinos: Deploying an interactive machine learning system in an evidence-based practice center: abstrackr. IHI 2012: 819-824
c6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLByron C. Wallace: Multiple Narrative Disentanglement: Unraveling Infinite Jest. HLT-NAACL 2012: 1-10
2011
c5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLByron C. Wallace, Kevin Small, Carla E. Brodley, Thomas A. Trikalinos: Class Imbalance, Redux. ICDM 2011: 754-763
c4no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKevin Small, Byron C. Wallace, Carla E. Brodley, Thomas A. Trikalinos: The Constrained Weight Space SVM: Learning with Ranked Features. ICML 2011: 865-872
c3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLByron C. Wallace, Kevin Small, Carla E. Brodley, Thomas A. Trikalinos: Who Should Label What? Instance Allocation in Multiple Expert Active Learning. SDM 2011: 176-187
2010
j1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLByron C. Wallace, Thomas A. Trikalinos, Joseph Lau, Carla E. Brodley, Christopher H. Schmid: Semi-automated screening of biomedical citations for systematic reviews. BMC Bioinformatics 11: 55 (2010)
c2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLByron C. Wallace, Kevin Small, Carla E. Brodley, Joseph Lau, Thomas A. Trikalinos: Modeling annotation time to reduce workload in comparative effectiveness reviews. IHI 2010: 28-35
c1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLByron C. Wallace, Kevin Small, Carla E. Brodley, Thomas A. Trikalinos: Active learning for biomedical citation screening. KDD 2010: 173-182

Coauthor Index

1Ryan Adams[c23] [i1]
2Stefano V. Albrecht[j11] [j7]
3Silvio Amir[c28] [i5]
4Aaron Angert[i3]
5Edward Banner[i3]
6André da Motta Salles Barreto[j7]
7Elmer V. Bernstam[j9] [c20]
8Bruno Bouchard 0001[j11]
9Alex Braylan[i3]
10Darius Braziunas[j7]
11Ryan Bridges[c29]
12Carla E. Brodley[c16] [j2] [c7] [c5] [c4] [c3] [j1] [c2] [c1]
13Guy Van den Broeck[j7]
14John S. Brownstein[j11] [e3]
15David L. Buckeridge[j11] [e3] [j7]
16Cornelia Caragea[j11]
17Kevin M. Carter 0001[j11]
18Paula Carvalho[c28] [i5]
19Heng-Lu Chang[i3]
20Eugene Charniak[c21] [c14] [c13] [c9]
21Pengxiang Cheng[i4]
22Do Kook Choe[c21] [c13]
23Trevor Cohen[j9] [c20]
24Heriberto Cuayáhuitl[j7]
25Issa J. Dahabreh[j3] [c14] [c8]
26Brandon Dang[i3]
27Adnan Darwiche[j11]
28Nina Dethlefs[j7]
29Finale Doshi-Velez[e2] [c23] [c17] [e1] [i1]
30Mark Dredze[j4]
31Noémie Elhadad[c22]
32Markus Endres[j7]
33James C. Fackler
Jim Fackler
[e2]
34Amir-massoud Farahmand[j7]
35Blaz Fortuna[j11]
36Mark Fox[j7]
37Yannick Francillette[j11]
38Lutz Frommberger[j7]
39Sébastien Gaboury[j11]
40Sam Ganzfried[j7]
41Joydeep Ghosh[c29]
42Yolanda Gil[j7]
43C. Lee Giles[j11]
44Marko Grobelnik[j11]
45Sébastien Guillet[j7]
46Jette Henderson[c29]
47Joyce C. Ho[c29]
48Estevam R. Hruschka[j11]
49Lawrence Hunter
Lawrence E. Hunter
[j7]
50Arnav Jhala[j7]
51Mengqi Jin[c26]
52Todd R. Johnson[j9] [c20] [c18]
53David C. Kale[e2] [c17] [e1]
54Jeffrey O. Kephart[j11]
55Kristian Kersting[j7]
56Laura Kertz[c13] [c11]
57Vivek Khetan[i3]
58Henna Kim[i3]
59George Konidaris[j7]
60Parisa Kordjamshidi[j11]
61Joël Kuiper[j10] [j5] [c12] [c10]
62Joseph Lau[c7] [j1] [c2]
63Michael Barton Laws[c14] [c9]
64Matthew Lease[c30] [i9] [c24] [i4] [i3] [c19]
65Freddy Lécué[j7]
66Hongli Li[c26]
67Viliam Lisý[j11]
68Hao Lyu[c28] [i5] [i4]
69Daniele Magazzeni[j11]
70Joao Marques-Silva[j11]
71Pierre Marquis[j11]
72Iain James Marshall[j10] [c27] [i7] [i4] [j5] [c12] [c10]
73David R. Martinez[j11]
74Tyler McDonnell[i3]
75Sheila A. McIlraith[j7]
76Quinten McNamara[i3]
77Marek P. Michalowski[j11]
78Kelly Moran[c16]
79Sriraam Natarajan[j7]
80An T. Nguyen[c24]
81An Thanh Nguyen[i3] [c19]
82Zeinab Noorian[j11] [j7]
83Martijn van Otterlo[j7]
84Michael J. Paul[c22] [j4]
85Enrico Pontelli[j11]
86David Poole[j7]
87Md Mustafizur Rahman[i3]
88Umaa Rebbapragada[j2]
89Alex Rogers[j11]
90Stephen Roller[c25] [i8]
91Rémi Ronfard[j7]
92Stephanie Rosenthal[j11]
93Dan Roth[j11]
94Alessandro Saffiotti[j7]
95Urmimala Sarkar[j4]
96Christopher H. Schmid[c26] [j1]
97Arash Shaban-Nejad[j11] [e3] [j7]
98Mário J. Silva[c28] [i5]
99Arunesh Sinha[j11]
100Kevin Small[j2] [c7] [c5] [c4] [c3] [c2] [c1]
101Tran Cao Son[j11]
102Biplav Srivastava[j7]
103William W. Streilein[j11]
104Yalin Sun[i4]
105Morris A. Swertz[c10]
106Gerald Tesauro[j7]
107Sylvie Thiébaux[j11]
108Thomas A. Trikalinos[j4] [c14] [c9] [c7] [c5] [c4] [c3] [j1] [c2] [c1]
109Rosario Uceda-Sosa[j7]
110Toby Walsh[j11]
111Shengwei Wang[i4]
112Paul Weng[j7]
113Jenna Wiens[j8] [e2] [j7] [c17] [e1]
114Ira B. Wilson[c14] [c9]
115Michael J. Witbrock[j11]
116Dan Xu[i3]
117Zhiguo Yu[j9] [c20] [c18]
118Jie Zhang[j11] [j7]
119Ye Zhang[c30] [i9] [c27] [c25] [i8] [i7] [i6] [i3] [i2]

 

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