Lab Members

FACULTY
Dr. Marie desJardins Machine learning, distributed and mixed-initiative planning, communication and coordination in multiagent systems, representing and reasoning with uncertainty, and interactive techniques for AI systems. Other areas of interest include information management, user modeling, knowledge representation, and real-time AI.

POSTDOCTORAL RESEARCHERS
Fusun Yaman Learning in planning systems

DOCTORAL STUDENTS
Blazej Bulka Automated planning, analysis and learning of planning search spaces
Yasaman Hagpanah Trust in networked multi-agent systems, with an application to supply chain management.
James MacGlashan Interactive clustering; active learning.
Don Miner Engineering swarm systems
Patricia Ordoñez Machine learning for medical applications

MASTERS STUDENTS
Paul Guseman Interactive planning for school redistricting; relational clustering
David Walser Intelligent tutoring systems for discrete math

UNDERGRADUATES
Gregory Handy Active feature acquisition for supervised learning
Michael Lombardi Relational clustering
Kevin Winner Engineering swarm systems

ALUMNI
Peter Hamilton (B.S. May 2009) Engineering swarm systems
Adam Anthony (Ph.D. May 2009; M.S. May 2007) Relational data clustering. Currently an Assistant Professor at Baldwin-Wallace College
Eric Eaton (Ph.D. May 2009; M.S. May 2006) Transfer learning; multiresolution learning. Currently a Senior Research Scientist at Lockheed-Martin's Advanced Technology Laboratory and adjunct faculty at Swarthmore College.
Mike Smith (Ph.D. May 2009) Trust in multiagent systems. Currently a Lead Artificial Intelligence Engineer at MITRE.
Wesley Griffin (M.S. expected May 2010; Marc Olano, advisor) School redistricting evaluation
Max Morawski (B.S. expected May 2010) School redistricting; multicriteria optimization
Peter Sterba (B.S. expected May 2010) Trust in multiagent systems
Steven Martin (B.S. May 2008) Relational clustering; teamwork simulation
Brandon Wilson (M.S. August 2008) Test-cost sensitive regression. Continued to the Ph.D. program at the University of Maryland, College Park.
Jake Tanenbaum (B.S. May 2008) Dimension reduction
John Stevenson (B.S. May 2008) Multiresolution learning
JC Montminy (M.S. May 2008) Preference learning for text documents
Shivali Gupta (M.S. December 2007) Evolutionary multiattribute optimization
Kateryna Rohonyan (B.S. May 2007) Visualizing relational data.
Ryan Carr (B.S. Honors May 2007) School redistricting, evolutionary search. Continued to graduate studies at the University of Maryland, College Park.
Jon Labin (M.S. May 2007) Multi-agent systems, emergence, distributed sensor networks.
Patrick Geissel (B.S. December 2006) Planning.
Qianjun Xu (Ph.D. May 2006; M.S. May 2003) Machine learning, feature selection, data visualization.
Natalie Podrazik (B.S. May 2006) Cost-sensitive classification
Matt Gaston (Ph.D. December 2005; M.S. May 2002) Complex networks, artificial societies, cognitive systems.
Neeraj Kashyap (Math) (B.S. December 2003 / Applied Math M.S. August 2005) Graph-based constraint satisfaction.
Craig Cambias (B.S. May 2005) Annotated constrained clustering. Continued to graduate studies at Georgia Tech.
Maria Vachino (B.S. May 2005) Visualization of relational data; semantic interactive graph layout
Brandon Corfman (M.S. December 2004) Dynamic constraint satisfaction
Mithun Sheshagiri (M.S. August 2004). Thesis topic: Service composition for the semantic web.
Yan Hao (M.S. August 2004). Thesis topic: Multiattribute optimization of spatial partitioning problems.
Priyang Rathod (M.S. May 2004) Multiagent systems, team formation.
John Simmons (M.S. May 2004). Project topic: Team formation in multi-agent systems.
Sowmya Ponuguti (M.S. May 2004). Project topic: Value grouping for decision tree learning.
Mitch White (B.S. May 2004). Research topic: Network structures and multi-agent systems.
Laurie Botto (B.S. December 2003) Research topic: Genetic algorithms
Sohel Merchant (M.S. August 2003). Project topic: Bioinformatics data management. Currently working at Pragmatic Technology Solutions.
Csaba Rozgonyi (M.S. August 2003). Project topic: Genetic learning of control rules in reactive systems.
Joshua Barczak (B.S. May 2003). Continued to graduate studies at UMBC working with Prof. Marc Olano.
Mike Furr (B.S. May 2003). Continued to graduate studies at the University of Maryland, College Park.
Joshua Solomon (B.S. May 2003). Research topic: Temporal reasoning with non-controllable constraints.
Tom Walsh (B.S. May 2003). Undergraduate research topic: The effects of graph density on team formation in multi-agent systems.Continued to graduate studies at Rutgers University.
Xuanxuan Su (M.S. December 2002). Project title: Multi-resolution image processing for physical data. Current position (as of Spring 2003): Research specialist, Department of Neurology, University of Maryland School of Medicine.
Suryakant Sansare (M.S. August 2002). Thesis title: Incorporating constraint checking costs in constraint satisfaction problems.
Chad Sessions (former Ph.D. student). Moved to Florida, where he will hopefully resume his studies!

OTHER STUDENTS
(mentored students and those whose thesis or project committees Dr. desJardins has served or is serving on)
David Trimm (Ph.D. in progress; advisor Dr. Penny Rheingans). Dissertation topic: Visualizing path data.
Alark Joshi (Ph.D. in progress; advisor Dr. Penny Rheingans). Dissertation topic: Visualizing time-varying data using illustration-inspired techniques.
Bill Krueger (M.S. in progress; advisor Dr. Tim Oates). Thesis topic: construction of theoretical entities.
Yi Lu (Ph.D. December 2007; advisor Dr. Steve Freeland, biology)
Ajay Joglekar (M.S. August 2007; advisor Dr. Tim Oates). Thesis title: Unsupervised object category recognition in images.
Soumi Ray (M.S. May 2007; advisor Dr. Tim Oates). Thesis title: Transfer in the context of reinforcement learning by mapping Q-tables.
Indrajit Bhattacharya (Ph.D. UMCP May 2007; advisor Dr. Lise Getoor). Thesis topic: Relational clustering for entity resolution.
Gang Wu (Ph.D. December 2006; advisor Dr. Steve Freeland (biology)). Thesis topic: Increasing heterologous gene expression by optimization of codon usage.
Joe Catalano (M.S. August 2006; advisor Dr. Tim Oates). Thesis topic: time series learning.
Balaji Viswanathan (M.S. May 2006; advisor Dr. Tim Finin). Thesis title: MISSION: Multiagent institutions for sensor networks.
Suraj Amonkar (M.S. December 2005; advisor Dr. Tim Oates). Thesis topic: clustering microarray data for bioinformatics.
Kamalika Das (M.S. December 2005; advisor Dr. Penny Rheingans). Thesis topic: visualization of bioinformatics data.
Eleanor Chlan (Ph.D. May 2005; advisor Dr. Penny Rheingans). Dissertation title: A botanically inspired information visualization of hierarchical data sets.
Harry Chen (Ph.D. May 2005; advisor Dr. Tim Finin). Dissertation title: A broker-centric agent architecture for building distributed context-aware systems.
Srinivas Bhagavatula (M.S. December 2004; advisor Dr. Penny Rheingans). Thesis title: Exploring the volume illustration parameter space.
Poonam Shanbhag (M.S. August 2004; advisor Dr. Penny Rheingans). Thesis topic: Visualization of time-varying data.
Mitesh Vasa (M.S. December 2004; advisor Dr. Tim Oates). Thesis title: Image classification with8in the multiple instance learning framework.
Youyong Zou (Ph.D. August 2004; advisor Dr. Tim Finin). Dissertation title: Reasoning agents for the Semantic Web.
Kunal Punwani (M.S. May 2004; advisor Dr. Tim Oates).
Srinivas Bhagavatula (M.S. December 2004). Thesis topic: Learning visualization parameters.
Poonam Shanbhag (M.S. December 2004). Thesis topic: Temporal visualization of spatial partitioning data.
Shailesh Doshi (Ph.D. in progress; M.S. December 2003; advisor Dr. Tim Oates). Thesis topic: Probabilistic graph grammars.
Shari Holstege (M.S. in progress). Thesis topic: Interactive exploration of the space of possible visualizations.
Youyoung Zou (Ph.D. 2005; advisor Dr. Tim Finin). Thesis title: Reasoning agents for the Semantic Web.
Devina Desai (M.S. December 2002; advisor Dr. Tim Oates). Thesis title: Predicting patterns in multivariant time series using unsupervised learning.
Kiri Wagstaff (Ph.D. Cornell University August 2002; advisor Dr. Claire Cardie). Thesis title: Intelligent clustering with instance-level constraints. Current position (as of Fall 2003): Research scientist, Space Systems, Johns Hopkins' Applied Physics Laboratory.
Russell Osborn (Mt. Hebron High School, June 2002). Research topic: Communication in multi-agent systems. Currently (as of Fall 2002) an undergraduate at Harvey Mudd College.
Pratik Phadke (M.S. August 2001; advisor Dr. Penny Rheingans)