Sofus A. Macskassy

38 papers A* 9A 6B 2C 1Misc 3Journal 8Unranked 8

Year	Rank	Type	Title / Venue / Authors
2018	—	`conf`	Joint Label Inference in Networks. WWW (Companion Volume) Deepayan Chakrabarti, Stanislav Funiak, Jonathan Chang, Sofus A. Macskassy
2017	J	`jnl`	Joint Label Inference in Networks. J. Mach. Learn. Res. Deepayan Chakrabarti, Stanislav Funiak, Jonathan Chang, Sofus A. Macskassy
2014	A*	`conf`	Joint Inference of Multiple Label Types in Large Networks. ICML Deepayan Chakrabarti, Stanislav Funiak, Jonathan Chang, Sofus A. Macskassy
2014	J	`jnl`	Joint Inference of Multiple Label Types in Large Networks. CoRR Deepayan Chakrabarti, Stanislav Funiak, Jonathan Chang, Sofus A. Macskassy
2014	A*	`ed.`	The 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD '14, New York, NY, USA - August 24 - 27, 2014 KDD Sofus A. Macskassy, Claudia Perlich, Jure Leskovec, Wei Wang, Rayid Ghani
2013	B	`conf`	Predicting Group Programming Project Performance using SVN Activity Traces. EDM Sen Liu, Jihie Kim, Sofus A. Macskassy
2012	A	`conf`	Definition and Multi-Dimensional Comparative Analysis of Ad Hoc Communities in Twitter. ICWSM Sofus A. Macskassy
2012	A	`conf`	On the Study of Social Interactions in Twitter. ICWSM Sofus A. Macskassy
2011	J	`jnl`	Contextual linking behavior of bloggers: leveraging text mining to enable topic-based analysis. Soc. Netw. Anal. Min. Sofus A. Macskassy
2011	—	`conf`	Improving Classifier Performance by Autonomously Collecting Background Knowledge from the Web. ICMLA (1) Steven Minton, Matthew Michelson, Kane See, Sofus A. Macskassy, Bora Gazen, Lise Getoor
2011	A	`conf`	Materializing multi-relational databases from the web using taxonomic queries. WSDM Matthew Michelson, Sofus A. Macskassy, Steven Minton, Lise Getoor
2011	C	`conf`	Monitoring Entities in an Uncertain World: Entity Resolution and Referential Integrity. IAAI Steven Minton, Sofus A. Macskassy, Peter M. LaMonica, Kane See, Craig A. Knoblock, Greg Barish, Matthew Michelson, Raymond A. Liuzzi
2011	—	`conf`	Relational Classifiers in a Non-relational World: Using Homophily to Create Relations. ICMLA (1) Sofus A. Macskassy
2011	A	`conf`	What blogs tell us about websites: a demographics study. WSDM Matthew Michelson, Sofus A. Macskassy
2011	A	`conf`	Why do People Retweet? Anti-Homophily Wins the Day! ICWSM Sofus A. Macskassy, Matthew Michelson
2010	Misc	`conf`	An Efficient Sequential Covering Algorithm for Explaining Subsets of Data. IC-AI Matthew Michelson, Sofus A. Macskassy
2010	—	`conf`	Discovering users' topics of interest on twitter: a first look. AND Matthew Michelson, Sofus A. Macskassy
2010	J	`jnl`	Eighth workshop on mining and learning with graphs. SIGKDD Explor. Ulf Brefeld, Lise Getoor, Sofus A. Macskassy
2010	B	`conf`	Leveraging Contextual Information to Explore Posting and Linking Behaviors of Bloggers. ASONAM Sofus A. Macskassy
2010	—	`conf`	Mixed-Initiative, Entity-Centric Data Aggregation using Assistopedia. Collaboratively-Built Knowledge Sources and AI Matthew Michelson, Sofus A. Macskassy, Steven Minton
2010	—	`ed.`	Proceedings of the Eighth Workshop on Mining and Learning with Graphs, MLG '10, Washington, D.C., USA, July 24-25, 2010 MLG@KDD Ulf Brefeld, Lise Getoor, Sofus A. Macskassy
2009	—	`conf`	Layered, Multivariate Anomaly Explanations: A First Look. MLG/SRL@ILP Matthew Michelson, Sofus A. Macskassy
2009	Misc	`conf`	Ranking Techniques for Cluster Based Search Results in a Textual Knowledge-base. IC-AI Shefali Sharma, Sofus A. Macskassy
2009	A*	`conf`	Using graph-based metrics with empirical risk minimization to speed up active learning on networked data. KDD Sofus A. Macskassy
2009	A*	`conf`	Workshop summary: The fourth workshop on evaluation methods for machine learning. ICML Chris Drummond, Nathalie Japkowicz, William Klement, Sofus A. Macskassy
2008	Misc	`conf`	Graph Mining using Graph Pattern Profiles. IC-AI Sofus A. Macskassy, Claude Nanjo
2007	J	`jnl`	AAAI-07 Workshop Reports. AI Mag. 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
2007	J	`jnl`	Classification in Networked Data: A Toolkit and a Univariate Case Study. J. Mach. Learn. Res. Sofus A. Macskassy, Foster J. Provost
2007	A*	`conf`	Improving Learning in Networked Data by Combining Explicit and Mined Links. AAAI Sofus A. Macskassy
2005	A*	`conf`	ROC confidence bands: an empirical evaluation. ICML Sofus A. Macskassy, Foster J. Provost, Saharon Rosset
2004	—	`conf`	Confidence Bands for ROC Curves: Methods and an Empirical Study. ROCAI Sofus A. Macskassy, Foster J. Provost
2003	A	`conf`	Adding numbers to text classification. CIKM Sofus A. Macskassy, Haym Hirsh
2003	J	`jnl`	Converting numerical classification into text classification. Artif. Intell. Sofus A. Macskassy, Haym Hirsh, Arunava Banerjee, Aynur A. Dayanik
2003	J	`jnl`	Predicting citation rates for physics papers: constructing features for an ordered probit model. SIGKDD Explor. Claudia Perlich, Foster J. Provost, Sofus A. Macskassy
2001	A*	`conf`	Intelligent Information Triage. SIGIR Sofus A. Macskassy, Haym Hirsh, Foster J. Provost, Ramesh Sankaranarayanan, Vasant Dhar
2001	A*	`conf`	Using Text Classifiers for Numerical Classification. IJCAI Sofus A. Macskassy, Haym Hirsh, Arunava Banerjee, Aynur A. Dayanik
1998	A*	`conf`	Human Performance on Clustering Web Pages: A Preliminary Study. KDD Sofus A. Macskassy, Arunava Banerjee, Brian D. Davison, Haym Hirsh
1997	—	`conf`	Maintaining Information Resources. NGITS Sofus A. Macskassy, Leon A. Shklar