Matthew D. Schmill
Matthew D. Schmill
Assistant Research Scientist, University of Maryland Baltimore County
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Mining of concurrent text and time series
V Lavrenko, M Schmill, D Lawrie, P Ogilvie, D Jensen, J Allan
KDD-2000 Workshop on text mining 2000, 37-44, 2000
Language models for financial news recommendation
V Lavrenko, M Schmill, D Lawrie, P Ogilvie, D Jensen, J Allan
Proceedings of the ninth international conference on Information and …, 2000
A method for clustering the experiences of a mobile robot that accords with human judgments
T Oates, MD Schmill, PR Cohen
AAAI/IAAI, 846-851, 2000
Learned models for continuous planning.
MD Schmill, T Oates, PR Cohen
A family of algorithms for finding temporal structure in data
T Oates, MJ Schmill, D Jensen, PR Cohen
Sixth International Workshop on Artificial Intelligence and Statistics, 371-378, 1997
Learning Planning Operators in Real-World, Partially Observable Environments.
MD Schmill, T Oates, PR Cohen
AIPS, 246-253, 2000
The metacognitive loop and reasoning about anomalies
MD Schmill, ML Anderson, S Fults, D Josyula, T Oates, D Perlis, H Shahri, ...
Ambiguous geographies: connecting case study knowledge with global change science
JD Margulies, NR Magliocca, MD Schmill, EC Ellis
Annals of the American Association of Geographers 106 (3), 572-596, 2016
Detecting complex dependencies in categorical data
T Oates, DE Gregory, PR Cohen
Pre-proceedings of the Fifth International Workshop on Artificial …, 1995
Adjusting for Multiple Comparisons in Decision Tree Pruning.
DD Jensen, MD Schmill
KDD, 195-198, 1997
Parallel and distributed search for structure in multivariate time series
T Oates, MD Schmill, PR Cohen
Machine Learning: ECML-97: 9th European Conference on Machine Learning …, 1997
GLOBE: analytics for assessing global representativeness
MD Schmill, LM Gordon, NR Magliocca, EC Ellis, T Oates
2014 Fifth International Conference on Computing for Geospatial Research and …, 2014
Ontologies for reasoning about failures in AI systems
M Schmill, D Josyula, ML Anderson, S Wilson, T Oates, D Perlis, S Fults
Proceedings from the Workshop on Metareasoning in Agent Based Systems at the …, 2007
Identifying qualitatively different outcomes of actions: Gaining autonomy through learning
T Oates, MD Schmill, PR Cohen
Proceedings of the Fourth International Conference on Autonomous Agents, 110-111, 2000
The metacognitive loop: An architecture for building robust intelligent systems
H Haidarian, W Dinalankara, S Fults, S Wilson, D Perlis, M Schmill, ...
PAAAI Fall Symposium on Commonsense Knowledge (AAAI/CSK’10), 2010
Identifying qualitatively different experiences: Experiments with a mobile robot
T Oates, M Schmill, PR Cohen
The Sixteenth International Joint Conference on Artificial Intelligence, 1999
The role of metacognition in robust AI systems
M Schmill, T Oates, ML Anderson, D Josyula, D Perlis, S Wilson, S Fults
Workshop on Metareasoning at the Twenty-Third AAAI Conference on Artificial …, 2008
Action representation, prediction and concepts
MT Rosenstein, PR Cohen, MD Schmill, MS Atkin
AAAI Workshop on Robots, Softbots, Immobots: Theories of Action, Planning …, 1997
Efficient mining of statistical dependencies
T Oates, MD Schmill, PR Cohen, C Durfee
IJCAI, 794-799, 1999
Learning what is relevant to the effects of actions for a mobile robot
MD Schmill, MT Rosenstein, PR Cohen, P Utgoff
Proceedings of the second international conference on Autonomous agents, 247-253, 1998
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