Sofus A. Macskassy

Publication Activity (10 Years)

Years Active: 1997-2018
Publications (10 Years): 2

Top Topics

Multiple Dimensions

Junior High School Students

Social Interaction

Top Venues

J. Mach. Learn. Res.

Publications

Deepayan Chakrabarti, Stanislav Funiak, Jonathan Chang, Sofus A. Macskassy
Joint Label Inference in Networks. WWW (Companion Volume) (2018)
Deepayan Chakrabarti, Stanislav Funiak, Jonathan Chang, Sofus A. Macskassy
Joint Label Inference in Networks. J. Mach. Learn. Res. 18 (2017)
Deepayan Chakrabarti, Stanislav Funiak, Jonathan Chang, Sofus A. Macskassy
Joint Inference of Multiple Label Types in Large Networks. CoRR (2014)
Deepayan Chakrabarti, Stanislav Funiak, Jonathan Chang, Sofus A. Macskassy
Joint Inference of Multiple Label Types in Large Networks. ICML (2014)
Sen Liu, Jihie Kim, Sofus A. Macskassy
Predicting Group Programming Project Performance using SVN Activity Traces. EDM (2013)
Sofus A. Macskassy
On the Study of Social Interactions in Twitter. ICWSM (2012)
Sofus A. Macskassy
Definition and Multi-Dimensional Comparative Analysis of Ad Hoc Communities in Twitter. ICWSM (2012)
Matthew Michelson, Sofus A. Macskassy
What blogs tell us about websites: a demographics study. WSDM (2011)
Sofus A. Macskassy
Contextual linking behavior of bloggers: leveraging text mining to enable topic-based analysis. Soc. Netw. Anal. Min. 1 (4) (2011)
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)
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)
Sofus A. Macskassy, Matthew Michelson
Why do People Retweet? Anti-Homophily Wins the Day! ICWSM (2011)
Sofus A. Macskassy
Relational Classifiers in a Non-relational World: Using Homophily to Create Relations. ICMLA (1) (2011)
Matthew Michelson, Sofus A. Macskassy, Steven Minton, Lise Getoor
Materializing multi-relational databases from the web using taxonomic queries. WSDM (2011)
Matthew Michelson, Sofus A. Macskassy
Discovering users' topics of interest on twitter: a first look. AND (2010)
Matthew Michelson, Sofus A. Macskassy, Steven Minton
Mixed-Initiative, Entity-Centric Data Aggregation using Assistopedia. Collaboratively-Built Knowledge Sources and AI (2010)
Matthew Michelson, Sofus A. Macskassy
An Efficient Sequential Covering Algorithm for Explaining Subsets of Data. IC-AI (2010)
Ulf Brefeld, Lise Getoor, Sofus A. Macskassy
Eighth workshop on mining and learning with graphs. SIGKDD Explor. 12 (2) (2010)
Sofus A. Macskassy
Leveraging Contextual Information to Explore Posting and Linking Behaviors of Bloggers. ASONAM (2010)
Chris Drummond, Nathalie Japkowicz, William Klement, Sofus A. Macskassy
Workshop summary: The fourth workshop on evaluation methods for machine learning. ICML (2009)
Shefali Sharma, Sofus A. Macskassy
Ranking Techniques for Cluster Based Search Results in a Textual Knowledge-base. IC-AI (2009)
Sofus A. Macskassy
Using graph-based metrics with empirical risk minimization to speed up active learning on networked data. KDD (2009)
Sofus A. Macskassy, Claude Nanjo
Graph Mining using Graph Pattern Profiles. IC-AI (2008)
Sofus A. Macskassy, Foster J. Provost
Classification in Networked Data: A Toolkit and a Univariate Case Study. J. Mach. Learn. Res. 8 (2007)
Sofus A. Macskassy
Improving Learning in Networked Data by Combining Explicit and Mined Links. AAAI (2007)
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) (2007)
Sofus A. Macskassy, Foster J. Provost, Saharon Rosset
ROC confidence bands: an empirical evaluation. ICML (2005)
Sofus A. Macskassy, Foster J. Provost
Confidence Bands for ROC Curves: Methods and an Empirical Study. ROCAI (2004)
Sofus A. Macskassy, Haym Hirsh
Adding numbers to text classification. CIKM (2003)
Sofus A. Macskassy, Haym Hirsh, Arunava Banerjee, Aynur A. Dayanik
Converting numerical classification into text classification. Artif. Intell. 143 (1) (2003)
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) (2003)
Sofus A. Macskassy, Haym Hirsh, Arunava Banerjee, Aynur A. Dayanik
Using Text Classifiers for Numerical Classification. IJCAI (2001)
Sofus A. Macskassy, Haym Hirsh, Foster J. Provost, Ramesh Sankaranarayanan, Vasant Dhar
Intelligent Information Triage. SIGIR (2001)
Sofus A. Macskassy, Arunava Banerjee, Brian D. Davison, Haym Hirsh
Human Performance on Clustering Web Pages: A Preliminary Study. KDD (1998)
Sofus A. Macskassy, Leon A. Shklar
Maintaining Information Resources. NGITS (1997)