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ORCIDSofus A. Macskassy
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2010 – 2019
- 2018
[c28]Deepayan Chakrabarti
, Stanislav Funiak, Jonathan Chang, Sofus A. Macskassy:
Joint Label Inference in Networks. WWW (Companion Volume) 2018: 483-487- 2017
- [j7]Deepayan Chakrabarti, Stanislav Funiak, Jonathan Chang, Sofus A. Macskassy:
Joint Label Inference in Networks. J. Mach. Learn. Res. 18: 59:1-59:39 (2017) - 2014
- [c27]Deepayan Chakrabarti, Stanislav Funiak, Jonathan Chang, Sofus A. Macskassy:
Joint Inference of Multiple Label Types in Large Networks. ICML 2014: 874-882 - [e2]Sofus A. Macskassy, Claudia Perlich, Jure Leskovec, Wei Wang, Rayid Ghani:
The 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD '14, New York, NY, USA - August 24 - 27, 2014. ACM 2014, ISBN 978-1-4503-2956-9 [contents] - [i1]Deepayan Chakrabarti, Stanislav Funiak, Jonathan Chang, Sofus A. Macskassy:
Joint Inference of Multiple Label Types in Large Networks. CoRR abs/1401.7709 (2014) - 2013
- [c26]Sen Liu, Jihie Kim, Sofus A. Macskassy:
Predicting Group Programming Project Performance using SVN Activity Traces. EDM 2013: 330-331 - 2012
- [c25]Sofus A. Macskassy:
On the Study of Social Interactions in Twitter. ICWSM 2012 - [c24]Sofus A. Macskassy:
Definition and Multi-Dimensional Comparative Analysis of Ad Hoc Communities in Twitter. ICWSM 2012 - 2011
- [j6]Sofus A. Macskassy:
Contextual linking behavior of bloggers: leveraging text mining to enable topic-based analysis. Soc. Netw. Anal. Min. 1(4): 355-375 (2011) - [c23]Steven Minton, Sofus A. Macskassy, Peter M. LaMonica, Kane See, Craig A. Knoblock, Greg Barish, Matthew Michelson, Raymond A. Liuzzi:
Monitoring Entities in an Uncertain World: Entity Resolution and Referential Integrity. IAAI 2011: 1681-1688 - [c22]Steven Minton, Matthew Michelson, Kane See, Sofus A. Macskassy, Bora Gazen, Lise Getoor:
Improving Classifier Performance by Autonomously Collecting Background Knowledge from the Web. ICMLA (1) 2011: 1-6 - [c21]Sofus A. Macskassy:
Relational Classifiers in a Non-relational World: Using Homophily to Create Relations. ICMLA (1) 2011: 406-411 - [c20]Sofus A. Macskassy, Matthew Michelson:
Why do People Retweet? Anti-Homophily Wins the Day! ICWSM 2011 - [c19]Matthew Michelson, Sofus A. Macskassy, Steven Minton, Lise Getoor:
Materializing multi-relational databases from the web using taxonomic queries. WSDM 2011: 355-364 - [c18]Matthew Michelson, Sofus A. Macskassy:
What blogs tell us about websites: a demographics study. WSDM 2011: 365-374 - 2010
- [j5]Ulf Brefeld, Lise Getoor, Sofus A. Macskassy:
Eighth workshop on mining and learning with graphs. SIGKDD Explor. 12(2): 63-65 (2010) - [c17]Matthew Michelson, Sofus A. Macskassy, Steven Minton:
Mixed-Initiative, Entity-Centric Data Aggregation using Assistopedia. Collaboratively-Built Knowledge Sources and AI 2010 - [c16]Matthew Michelson, Sofus A. Macskassy:
Discovering users' topics of interest on twitter: a first look. AND 2010: 73-80 - [c15]Sofus A. Macskassy:
Leveraging Contextual Information to Explore Posting and Linking Behaviors of Bloggers. ASONAM 2010: 64-71 - [c14]Matthew Michelson, Sofus A. Macskassy:
An Efficient Sequential Covering Algorithm for Explaining Subsets of Data. IC-AI 2010: 261-267 - [e1]Ulf Brefeld, Lise Getoor, Sofus A. Macskassy:
Proceedings of the Eighth Workshop on Mining and Learning with Graphs, MLG '10, Washington, D.C., USA, July 24-25, 2010. ACM 2010, ISBN 978-1-4503-0214-2 [contents]
2000 – 2009
- 2009
- [c13]Shefali Sharma, Sofus A. Macskassy:
Ranking Techniques for Cluster Based Search Results in a Textual Knowledge-base. IC-AI 2009: 409-415 - [c12]Chris Drummond, Nathalie Japkowicz, William Klement, Sofus A. Macskassy:
Workshop summary: The fourth workshop on evaluation methods for machine learning. ICML 2009: 7 - [c11]Sofus A. Macskassy:
Using graph-based metrics with empirical risk minimization to speed up active learning on networked data. KDD 2009: 597-606 - 2008
- [c10]Sofus A. Macskassy, Claude Nanjo:
Graph Mining using Graph Pattern Profiles. IC-AI 2008: 617-623 - 2007
- [j4]Sarabjot Singh Anand, Daniel Bahls, Catherina Burghart, Mark H. Burstein, Huajun Chen, John Collins, Thomas G. Dietterich, Jon Doyle, Chris Drummond, William Elazmeh, Christopher W. Geib, Judy Goldsmith, Hans W. Guesgen, Jim Hendler, Dietmar Jannach, Nathalie Japkowicz, Ulrich Junker, Gal A. Kaminka, Alfred Kobsa, Jérôme Lang, David B. Leake, Lundy Lewis, Gerard Ligozat, Sofus A. Macskassy, Drew V. McDermott, Ted Metzler, Bamshad Mobasher, Ullas Nambiar, Zaiqing Nie, Klas Orsvärn, Barry O'Sullivan, David V. Pynadath, Jochen Renz, Rita V. Rodríguez, Thomas Roth-Berghofer, Stefan Schulz, Rudi Studer, Yimin Wang, Michael P. Wellman:
AAAI-07 Workshop Reports. AI Mag. 28(4): 119-128 (2007) - [j3]Sofus A. Macskassy, Foster J. Provost:
Classification in Networked Data: A Toolkit and a Univariate Case Study. J. Mach. Learn. Res. 8: 935-983 (2007) - [c9]Sofus A. Macskassy:
Improving Learning in Networked Data by Combining Explicit and Mined Links. AAAI 2007: 590-595 - 2006
- [c8]Sofus Attila Macskassy, Foster J. Provost:
A Brief Survey of Machine Learning Methods for Classification in Networked Data and an Application to Suspicion Scoring. SNA@ICML 2006: 172-175 - 2005
- [c7]Sofus A. Macskassy, Foster J. Provost, Saharon Rosset:
ROC confidence bands: an empirical evaluation. ICML 2005: 537-544 - 2004
- [c6]Sofus A. Macskassy, Foster J. Provost:
Confidence Bands for ROC Curves: Methods and an Empirical Study. ROCAI 2004: 61-70 - 2003
- [j2]Sofus A. Macskassy, Haym Hirsh, Arunava Banerjee, Aynur A. Dayanik:
Converting numerical classification into text classification. Artif. Intell. 143(1): 51-77 (2003) - [j1]Claudia Perlich, Foster J. Provost, Sofus A. Macskassy:
Predicting citation rates for physics papers: constructing features for an ordered probit model. SIGKDD Explor. 5(2): 154-155 (2003) - [c5]Sofus A. Macskassy, Haym Hirsh:
Adding numbers to text classification. CIKM 2003: 240-246 - 2001
- [c4]Sofus A. Macskassy, Haym Hirsh, Arunava Banerjee, Aynur A. Dayanik:
Using Text Classifiers for Numerical Classification. IJCAI 2001: 885-890 - [c3]Sofus A. Macskassy, Haym Hirsh, Foster J. Provost, Ramesh Sankaranarayanan, Vasant Dhar:
Intelligent Information Triage. SIGIR 2001: 318-326
1990 – 1999
- 1998
- [c2]Sofus A. Macskassy, Arunava Banerjee, Brian D. Davison, Haym Hirsh:
Human Performance on Clustering Web Pages: A Preliminary Study. KDD 1998: 264-268 - 1997
- [c1]Sofus A. Macskassy, Leon A. Shklar:
Maintaining Information Resources. NGITS 1997
Coauthor Index
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