| 21. | Du, Tongchun; Cox, Michael T; Perlis, Don; Shamwell, Jared; Oates, Tim: From Robots to Reinforcement Learning. In: 2013 IEEE 25th International Conference on Tools with Artificial Intelligence, Herndon, VA, USA, November 4-6, 2013, pp. 540–545, 2013. (Type: Inproceedings | Links | BibTeX)@inproceedings{DBLP:conf/ictai/DuCPSO13,
title = {From Robots to Reinforcement Learning},
author = {Tongchun Du and Michael T. Cox and Don Perlis and Jared Shamwell and Tim Oates},
url = {http://dx.doi.org/10.1109/ICTAI.2013.86},
doi = {10.1109/ICTAI.2013.86},
year = {2013},
date = {2013-01-01},
booktitle = {2013 IEEE 25th International Conference on Tools with Artificial Intelligence, Herndon, VA, USA, November 4-6, 2013},
pages = {540--545},
crossref = {DBLP:conf/ictai/2013},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 22. | McNamee, Paul; Mayfield, James; Finin, Tim; Oates, Tim; Lawrie, Dawn; Xu, Tan; Oard, Douglas W: KELVIN: a tool for automated knowledge base construction. In: Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, June 9-14, 2013, Westin Peachtree Plaza Hotel, Atlanta, Georgia, USA, pp. 32–35, 2013. (Type: Inproceedings | Links | BibTeX)@inproceedings{DBLP:conf/naacl/McNameeMFOLXO13,
title = {KELVIN: a tool for automated knowledge base construction},
author = {Paul McNamee and James Mayfield and Tim Finin and Tim Oates and Dawn Lawrie and Tan Xu and Douglas W. Oard},
url = {http://aclweb.org/anthology/N/N13/N13-3008.pdf},
year = {2013},
date = {2013-01-01},
booktitle = {Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, June 9-14, 2013, Westin Peachtree Plaza Hotel, Atlanta, Georgia, USA},
pages = {32--35},
crossref = {DBLP:conf/naacl/2013},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 23. | Zhu, Xianshu; Oates, Tim: Finding news story chains based on multi-dimensional event profiles. In: Open research Areas in Information Retrieval, OAIR '13, Lisbon, Portugal, May 15-17, 2013, pp. 157–164, 2013. (Type: Inproceedings | Links | BibTeX)@inproceedings{DBLP:conf/riao/ZhuO13,
title = {Finding news story chains based on multi-dimensional event profiles},
author = {Xianshu Zhu and Tim Oates},
url = {http://dl.acm.org/citation.cfm?id=2491782},
year = {2013},
date = {2013-01-01},
booktitle = {Open research Areas in Information Retrieval, OAIR '13, Lisbon, Portugal, May 15-17, 2013},
pages = {157--164},
crossref = {DBLP:conf/riao/2013},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 24. | Magliocca, Nicholas R; Ellis, Erle C; Oates, Tim; Schmill, Matthew D: Contextualizing the global relevance of local land change observations. In: CoRR, abs/1307.6889 , 2013. (Type: Journal Article | Links | BibTeX)@article{DBLP:journals/corr/MaglioccaEOS13,
title = {Contextualizing the global relevance of local land change observations},
author = {Nicholas R. Magliocca and Erle C. Ellis and Tim Oates and Matthew D. Schmill},
url = {http://arxiv.org/abs/1307.6889},
year = {2013},
date = {2013-01-01},
journal = {CoRR},
volume = {abs/1307.6889},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
| 25. | Ganesan, Ashwinkumar: Calculating Representativeness of Geographic Sites Across the World. University Of Maryland Baltimore County, 2012. (Type: Masters Thesis | Abstract | Links | BibTeX)@mastersthesis{ganesan2012calculating,
title = {Calculating Representativeness of Geographic Sites Across the World},
author = {Ashwinkumar Ganesan},
editor = {Tim Oates, Matt Schmill, Tim Finin},
url = {http://coral-lab.umbc.edu/wp-content/uploads/2015/05/ashwin_master_thesis.pdf},
year = {2012},
date = {2012-08-31},
booktitle = {Calculating Representativeness of Geographic Sites Across the World},
school = {University Of Maryland Baltimore County},
abstract = {GLOBE is a global correlation engine, a project to study the effects on Land Change based on a set of parameters that include temperature, forest cover, human population, atmospheric parameters and many other variables. The aim of this research is to understand, how a study or a set of studies of specific geographic areas is representative of other areas of the world. The generic form of the question is, given a set of data points with a set of variables, how to determine how much a selected subset of points represents the rest of the distribution.
The research aims to answer a set of questions which include the definition of representativeness of a geographical site and how the representativeness can be computed. Researchers studying land change will dynamically select a subset of variables which they would like to study. Hence the method developed not only computes representativeness, but does so in an efficient manner. For this purpose, we apply dimension reduction techniques to reduce the size of computation and analyze the effectiveness of using these techniques to calculate representativeness.},
keywords = {},
pubstate = {published},
tppubtype = {mastersthesis}
}
GLOBE is a global correlation engine, a project to study the effects on Land Change based on a set of parameters that include temperature, forest cover, human population, atmospheric parameters and many other variables. The aim of this research is to understand, how a study or a set of studies of specific geographic areas is representative of other areas of the world. The generic form of the question is, given a set of data points with a set of variables, how to determine how much a selected subset of points represents the rest of the distribution.
The research aims to answer a set of questions which include the definition of representativeness of a geographical site and how the representativeness can be computed. Researchers studying land change will dynamically select a subset of variables which they would like to study. Hence the method developed not only computes representativeness, but does so in an efficient manner. For this purpose, we apply dimension reduction techniques to reduce the size of computation and analyze the effectiveness of using these techniques to calculate representativeness. |
| 26. | Ordóñez, Patricia; Oates, Tim; Lombardi, Michael; Hernández, Genaro; Holmes, Kathryn W; Fackler, Jim; Lehmann, Christoph U: Visualization of multivariate time-series data in a neonatal ICU. In: IBM Journal of Research and Development, 56 (5), pp. 7, 2012. (Type: Journal Article | Links | BibTeX)@article{DBLP:journals/ibmrd/OrdonezOLHHFL12,
title = {Visualization of multivariate time-series data in a neonatal ICU},
author = {Patricia Ordóñez and Tim Oates and Michael Lombardi and Genaro Hernández and Kathryn W. Holmes and Jim Fackler and Christoph U. Lehmann},
url = {http://dx.doi.org/10.1147/JRD.2012.2200431},
doi = {10.1147/JRD.2012.2200431},
year = {2012},
date = {2012-01-01},
journal = {IBM Journal of Research and Development},
volume = {56},
number = {5},
pages = {7},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
| 27. | Chhaya, Niyati; Oates, Tim: Joint inference of soft biometric features. In: 5th IAPR International Conference on Biometrics, ICB 2012, New Delhi, India, March 29 - April 1, 2012, pp. 466–471, 2012. (Type: Inproceedings | Links | BibTeX)@inproceedings{DBLP:conf/icb/ChhayaO12,
title = {Joint inference of soft biometric features},
author = {Niyati Chhaya and Tim Oates},
url = {http://dx.doi.org/10.1109/ICB.2012.6199794},
doi = {10.1109/ICB.2012.6199794},
year = {2012},
date = {2012-01-01},
booktitle = {5th IAPR International Conference on Biometrics, ICB 2012, New Delhi, India, March 29 - April 1, 2012},
pages = {466--471},
crossref = {DBLP:conf/icb/2012},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 28. | Bhargava, Preeti; Cox, Michael T; Oates, Tim; Oh, Uran; Paisner, Matthew; Perlis, Donald; Shamwell, Jared: The robot baby and massive metacognition: Future vision. In: 2012 IEEE International Conference on Development and Learning and Epigenetic Robotics, ICDL-EPIROB 2012, San Diego, CA, USA, November 7-9, 2012, pp. 1–2, 2012. (Type: Inproceedings | Links | BibTeX)@inproceedings{DBLP:conf/icdl-epirob/BhargavaCOOPPS12,
title = {The robot baby and massive metacognition: Future vision},
author = {Preeti Bhargava and Michael T. Cox and Tim Oates and Uran Oh and Matthew Paisner and Donald Perlis and Jared Shamwell},
url = {http://dx.doi.org/10.1109/DevLrn.2012.6400837},
doi = {10.1109/DevLrn.2012.6400837},
year = {2012},
date = {2012-01-01},
booktitle = {2012 IEEE International Conference on Development and Learning and Epigenetic Robotics, ICDL-EPIROB 2012, San Diego, CA, USA, November 7-9, 2012},
pages = {1--2},
crossref = {DBLP:conf/icdl-epirob/2012},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 29. | Shamwell, Jared; Oates, Tim; Bhargava, Preeti; Cox, Michael T; Oh, Uran; Paisner, Matthew; Perlis, Donald: The robot baby and massive metacognition: Early steps via growing neural gas. In: 2012 IEEE International Conference on Development and Learning and Epigenetic Robotics, ICDL-EPIROB 2012, San Diego, CA, USA, November 7-9, 2012, pp. 1–2, 2012. (Type: Inproceedings | Links | BibTeX)@inproceedings{DBLP:conf/icdl-epirob/ShamwellOBCOPP12,
title = {The robot baby and massive metacognition: Early steps via growing neural gas},
author = {Jared Shamwell and Tim Oates and Preeti Bhargava and Michael T. Cox and Uran Oh and Matthew Paisner and Donald Perlis},
url = {http://dx.doi.org/10.1109/DevLrn.2012.6400856},
doi = {10.1109/DevLrn.2012.6400856},
year = {2012},
date = {2012-01-01},
booktitle = {2012 IEEE International Conference on Development and Learning and Epigenetic Robotics, ICDL-EPIROB 2012, San Diego, CA, USA, November 7-9, 2012},
pages = {1--2},
crossref = {DBLP:conf/icdl-epirob/2012},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 30. | Oates, Tim; Mackenzie, Colin F; Stansbury, Lynn G; Aarabi, Bizhan; Stein, Deborah M; Hu, Peter Fu-Ming: Predicting Patient Outcomes from a Few Hours of High Resolution Vital Signs Data. In: 11th International Conference on Machine Learning and Applications, ICMLA, Boca Raton, FL, USA, December 12-15, 2012. Volume 2, pp. 192–197, 2012. (Type: Inproceedings | Links | BibTeX)@inproceedings{DBLP:conf/icmla/OatesMSASH12,
title = {Predicting Patient Outcomes from a Few Hours of High Resolution Vital Signs Data},
author = {Tim Oates and Colin F. Mackenzie and Lynn G. Stansbury and Bizhan Aarabi and Deborah M. Stein and Peter Fu-Ming Hu},
url = {http://dx.doi.org/10.1109/ICMLA.2012.219},
doi = {10.1109/ICMLA.2012.219},
year = {2012},
date = {2012-01-01},
booktitle = {11th International Conference on Machine Learning and Applications, ICMLA, Boca Raton, FL, USA, December 12-15, 2012. Volume 2},
pages = {192--197},
crossref = {DBLP:conf/icmla/2012-2},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 31. | Oates, Tim; Mackenzie, Colin F; Stein, Deborah M; Stansbury, Lynn G; Dubose, Joseph; Aarabi, Bizhan; Hu, Peter Fu-Ming: Exploiting Representational Diversity for Time Series Classification. In: 11th International Conference on Machine Learning and Applications, ICMLA, Boca Raton, FL, USA, December 12-15, 2012. Volume 2, pp. 538–544, 2012. (Type: Inproceedings | Links | BibTeX)@inproceedings{DBLP:conf/icmla/OatesMSSDAH12,
title = {Exploiting Representational Diversity for Time Series Classification},
author = {Tim Oates and Colin F. Mackenzie and Deborah M. Stein and Lynn G. Stansbury and Joseph Dubose and Bizhan Aarabi and Peter Fu-Ming Hu},
url = {http://dx.doi.org/10.1109/ICMLA.2012.186},
doi = {10.1109/ICMLA.2012.186},
year = {2012},
date = {2012-01-01},
booktitle = {11th International Conference on Machine Learning and Applications, ICMLA, Boca Raton, FL, USA, December 12-15, 2012. Volume 2},
pages = {538--544},
crossref = {DBLP:conf/icmla/2012-2},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 32. | Kasch, Niels; Oates, Tim: Commonsense Knowledge in Weblogs: Mining Script-Like Structures from the Web. In: Advances in Data Mining. 12th Industrial Conference, ICDM 2012, Berlin, Germany, July 2012, Poster and Industry Proceedings, pp. 1–15, 2012. (Type: Inproceedings | BibTeX)@inproceedings{DBLP:conf/incdm/KaschO12,
title = {Commonsense Knowledge in Weblogs: Mining Script-Like Structures from the Web},
author = {Niels Kasch and Tim Oates},
year = {2012},
date = {2012-01-01},
booktitle = {Advances in Data Mining. 12th Industrial Conference, ICDM 2012, Berlin, Germany, July 2012, Poster and Industry Proceedings},
pages = {1--15},
crossref = {DBLP:conf/incdm/2012p},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 33. | Zhu, Xianshu; Oates, Tim: Finding story chains in newswire articles. In: IEEE 13th International Conference on Information Reuse & Integration, IRI 2012, Las Vegas, NV, USA, August 8-10, 2012, pp. 93–100, 2012. (Type: Inproceedings | Links | BibTeX)@inproceedings{DBLP:conf/iri/ZhuO12,
title = {Finding story chains in newswire articles},
author = {Xianshu Zhu and Tim Oates},
url = {http://dx.doi.org/10.1109/IRI.2012.6302996},
doi = {10.1109/IRI.2012.6302996},
year = {2012},
date = {2012-01-01},
booktitle = {IEEE 13th International Conference on Information Reuse & Integration, IRI 2012, Las Vegas, NV, USA, August 8-10, 2012},
pages = {93--100},
crossref = {DBLP:conf/iri/2012},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 34. | Li, Yuan; Lin, Jessica; Oates, Tim: Visualizing Variable-Length Time Series Motifs. In: Proceedings of the Twelfth SIAM International Conference on Data Mining, Anaheim, California, USA, April 26-28, 2012., pp. 895–906, 2012. (Type: Inproceedings | Links | BibTeX)@inproceedings{DBLP:conf/sdm/LiLO12,
title = {Visualizing Variable-Length Time Series Motifs},
author = {Yuan Li and Jessica Lin and Tim Oates},
url = {http://dx.doi.org/10.1137/1.9781611972825.77},
doi = {10.1137/1.9781611972825.77},
year = {2012},
date = {2012-01-01},
booktitle = {Proceedings of the Twelfth SIAM International Conference on Data Mining, Anaheim, California, USA, April 26-28, 2012.},
pages = {895--906},
crossref = {DBLP:conf/sdm/2012},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 35. | Eyraud, Rémi; Janodet, Jean-Christophe; Oates, Tim: Learning Substitutable Binary Plane Graph Grammars. In: Proceedings of the Eleventh International Conference on Grammatical Inference, ICGI 2012, University of Maryland, College Park, USA, September 5-8, 2012, pp. 114–128, 2012. (Type: Inproceedings | Links | BibTeX)@inproceedings{DBLP:journals/jmlr/EyraudJO12,
title = {Learning Substitutable Binary Plane Graph Grammars},
author = {Rémi Eyraud and Jean-Christophe Janodet and Tim Oates},
url = {http://jmlr.csail.mit.edu/proceedings/papers/v21/eyraud12a.html},
year = {2012},
date = {2012-01-01},
booktitle = {Proceedings of the Eleventh International Conference on Grammatical Inference, ICGI 2012, University of Maryland, College Park, USA, September 5-8, 2012},
pages = {114--128},
crossref = {DBLP:conf/icgi/2012},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 36. | Heinz, Jeffrey; de la Higuera, Colin; Oates, Tim (Ed.): Proceedings of the Eleventh International Conference on Grammatical Inference, ICGI 2012, University of Maryland, College Park, USA, September 5-8, 2012. JMLR.org, 21 , 2012. (Type: Proceeding | Links | BibTeX)@proceedings{DBLP:conf/icgi/2012,
title = {Proceedings of the Eleventh International Conference on Grammatical Inference, ICGI 2012, University of Maryland, College Park, USA, September 5-8, 2012},
editor = {Jeffrey Heinz and Colin de la Higuera and Tim Oates},
url = {http://jmlr.org/proceedings/papers/v21/},
year = {2012},
date = {2012-01-01},
volume = {21},
publisher = {JMLR.org},
series = {JMLR Proceedings},
keywords = {},
pubstate = {published},
tppubtype = {proceedings}
}
|
| 37. | Cox, Michael T; Oates, Tim; Perlis, Donald: Toward an Integrated Metacognitive Architecture. In: Advances in Cognitive Systems, Papers from the 2011 AAAI Fall Symposium, Arlington, Virginia, USA, November 4-6, 2011, 2011. (Type: Inproceedings | Links | BibTeX)@inproceedings{DBLP:conf/aaaifs/CoxOP11,
title = {Toward an Integrated Metacognitive Architecture},
author = {Michael T. Cox and Tim Oates and Donald Perlis},
url = {http://www.aaai.org/ocs/index.php/FSS/FSS11/paper/view/4116},
year = {2011},
date = {2011-01-01},
booktitle = {Advances in Cognitive Systems, Papers from the 2011 AAAI Fall Symposium, Arlington, Virginia, USA, November 4-6, 2011},
crossref = {DBLP:conf/aaaifs/2011-1},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 38. | Ordóñez, Patricia; Armstrong, Tom; Oates, Tim; Fackler, Jim: Using Modified Multivariate Bag-of-Words Models to Classify Physiological Data. In: Data Mining Workshops (ICDMW), 2011 IEEE 11th International Conference on, Vancouver, BC, Canada, December 11, 2011, pp. 534–539, 2011. (Type: Inproceedings | Links | BibTeX)@inproceedings{DBLP:conf/icdm/OrdonezAOF11,
title = {Using Modified Multivariate Bag-of-Words Models to Classify Physiological Data},
author = {Patricia Ordóñez and Tom Armstrong and Tim Oates and Jim Fackler},
url = {http://dx.doi.org/10.1109/ICDMW.2011.174},
doi = {10.1109/ICDMW.2011.174},
year = {2011},
date = {2011-01-01},
booktitle = {Data Mining Workshops (ICDMW), 2011 IEEE 11th International Conference on, Vancouver, BC, Canada, December 11, 2011},
pages = {534--539},
crossref = {DBLP:conf/icdm/2011w},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 39. | Ordóñez, Patricia; Armstrong, Tom; Oates, Tim; Fackler, Jim: Classification of Patients Using Novel Multivariate Time Series Representations of Physiological Data. In: 10th International Conference on Machine Learning and Applications and Workshops, ICMLA 2011, Honolulu, Hawaii, USA, December 18-21, 2011. Volume 2: Special Sessions and Workshop, pp. 172–179, 2011. (Type: Inproceedings | Links | BibTeX)@inproceedings{DBLP:conf/icmla/OrdonezAOF11,
title = {Classification of Patients Using Novel Multivariate Time Series Representations of Physiological Data},
author = {Patricia Ordóñez and Tom Armstrong and Tim Oates and Jim Fackler},
url = {http://dx.doi.org/10.1109/ICMLA.2011.46},
doi = {10.1109/ICMLA.2011.46},
year = {2011},
date = {2011-01-01},
booktitle = {10th International Conference on Machine Learning and Applications and Workshops, ICMLA 2011, Honolulu, Hawaii, USA, December 18-21, 2011. Volume 2: Special Sessions and Workshop},
pages = {172--179},
crossref = {DBLP:conf/icmla/2011-2},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
| 40. | Ray, Soumi; Oates, Tim: Improving the Discovery and Characterization of Hidden Variables by Regularizing the LO-net. In: 10th International Conference on Machine Learning and Applications and Workshops, ICMLA 2011, Honolulu, Hawaii, USA, December 18-21, 2011. Volume 1: Main Conference, pp. 442–447, 2011. (Type: Inproceedings | Links | BibTeX)@inproceedings{DBLP:conf/icmla/RayO11,
title = {Improving the Discovery and Characterization of Hidden Variables by Regularizing the LO-net},
author = {Soumi Ray and Tim Oates},
url = {http://dx.doi.org/10.1109/ICMLA.2011.77},
doi = {10.1109/ICMLA.2011.77},
year = {2011},
date = {2011-01-01},
booktitle = {10th International Conference on Machine Learning and Applications and Workshops, ICMLA 2011, Honolulu, Hawaii, USA, December 18-21, 2011. Volume 1: Main Conference},
pages = {442--447},
crossref = {DBLP:conf/icmla/2011-1},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
