Robin C. Gilbert, M.S.

Update: July 7th, 2009

Ph.D. Candidate
Administrator of the LOIS website

Address

Robin Charles Gilbert
2500 Asp Ave Apt H201
Norman OK 73072-6409, USA

Mobile: 1-405-412-0745
E-mail: webmaster@robingilbert.com
Website: http://www.robingilbert.com/

I graduated in 2004 with a Diploma of Engineering in Mathematics at Polytech’Clermont-Ferrand (formerly CUST) in France. Then I moved to the United States of America where I obtained a Master’s degree in Industrial Engineering at the University of Oklahoma in 2006. In between my transfer to the USA, I worked as an engineer at the IMCCE Institute of the Paris Observatory in 2003 and 2004, and I worked at the Sternberg Astronomical Institute (SAI) of the Moscow State University in 2004. My current researches at LOIS are on kernel methods and their applications to Support Vector Machines (SVM) and Kalman Filtering.

LaTeX Packages

I also wrote a LaTeX2e class file for formatting documents according to the Dissertation Instruction Packet’s guidelines for theses at the University of Oklahoma (with respect to Fall 2008 guidelines). The class file is licensed under the GNU GPL license and can be downloaded free of charge here (an example of use is given inside the outhesis.cls file).

Book Chapters

2010: bibtex – document

R. C. Gilbert, T. B. Trafalis, and I. Adrianto, "Support Vector Machines for Classification." Hoboken, NJ, USA: Wiley, 2010.

@INCOLLECTION{Gilbert2009d, author = {R. C. Gilbert and T. B. Trafalis and I. Adrianto}, title = {Support Vector Machines for Classification}, booktitle = {Wiley Encyclopedia of Operations Research and Management Science}, publisher = {Wiley}, year = {2010}, address = {Hoboken, NJ, USA}, note = {Under revision.}, url = {http://www.wiley.com/WileyCDA/Section/id-380199.html} }
2008: bibtex – document

T. B. Trafalis and R. C. Gilbert, "Nonlinear Programming," , Ravindran, A. R., Ed., Boca Raton, FL, USA: CRC Press, 2008, pp. 2.1-2.22.

@INCOLLECTION{Trafalis2008a, author = {T. B. Trafalis and R. C. Gilbert}, title = {Nonlinear Programming}, booktitle = {Operations Research Methodologies}, publisher = {CRC Press}, year = {2008}, editor = {A. R. Ravindran}, series = {Operations Research Series}, chapter = {2}, pages = {2.1-2.22}, address = {Boca Raton, FL, USA}, url = {http://www.worldcat.org/oclc/231581266} }
2008: bibtex – document

T. B. Trafalis and R. C. Gilbert, "Nonlinear Programming," , Ravindran, A. R., Ed., Boca Raton, FL, USA: CRC Press, 2008, pp. 2.1-2.22.

@INCOLLECTION{Trafalis2008, author = {T. B. Trafalis and R. C. Gilbert}, title = {Nonlinear Programming}, booktitle = {Operations research and management science handbook}, publisher = {CRC Press}, year = {2008}, editor = {A. R. Ravindran}, series = {Operations Research Series}, chapter = {2}, pages = {2.1-2.22}, address = {Boca Raton, FL, USA}, url = {http://www.worldcat.org/oclc/128237800} }

Journal Articles

2010: bibtex – document

R. C. Gilbert, S. Raman, and T. B. Trafalis, "Form Inspection using Kernel Methods," Journal of Engineering Manufacture, 2010.

@ARTICLE{Gilbert2009e, author = {R. C. Gilbert and S. Raman and T. B. Trafalis}, title = {Form Inspection using Kernel Methods}, journal = {Journal of Engineering Manufacture}, year = {2010}, note = {Accepted.}, url = {http://journals.pepublishing.com/content/119784} }
2010: bibtex – document

R. C. Gilbert, S. Raman, and T. B. Trafalis, "Mathematical Framework for Form Inspection," International Journal of Advanced Manufacturing Technology, 2010.

@ARTICLE{Gilbert2009, author = {R. C. Gilbert and S. Raman and T. B. Trafalis}, title = {Mathematical Framework for Form Inspection}, journal = {International Journal of Advanced Manufacturing Technology}, year = {2010}, note = {Second review.}, url = {http://www.springerlink.com/content/0268-3768} }
2009: bibtex – document

R. C. Gilbert and T. B. Trafalis, "Quadratic programming formulations for classification and regression," Optimization Methods and Software, vol. 24, iss. 2, pp. 175-185, 2009.

@ARTICLE{Gilbert2009c, author = {R. C. Gilbert and T. B. Trafalis}, title = {Quadratic programming formulations for classification and regression}, journal = {Optimization Methods and Software}, year = {2009}, volume = {24}, pages = {175-185}, number = {2}, doi = {10.1080/10556780902752892} }
2009: bibtex – document

R. C. Gilbert, S. Raman, T. B. Trafalis, S. M. Obeidat, and J. A. Aguirre-Cruz, "Mathematical Foundations for Form Inspection and Adaptive Sampling," Journal of Manufacturing Science and Engineering, vol. 131, iss. 4, pp. 041001-1, 2009.

@ARTICLE{Gilbert2009a, author = {R. C. Gilbert and S. Raman and T. B. Trafalis and S. M. Obeidat and J. A. Aguirre-Cruz}, title = {Mathematical Foundations for Form Inspection and Adaptive Sampling}, journal = {Journal of Manufacturing Science and Engineering}, year = {2009}, volume = {131}, pages = {041001-1--041001-8}, number = {4}, doi = {10.1115/1.3160582} }
2007: bibtex – citations – document

T. B. Trafalis and R. C. Gilbert, "Robust support vector machines for classification and computational issues," Optimization Methods and Software, vol. 22, iss. 1, pp. 187-198, 2007.

@ARTICLE{Trafalis2007, author = {T. B. Trafalis and R. C. Gilbert}, title = {Robust support vector machines for classification and computational issues}, journal = {Optimization Methods and Software}, year = {2007}, volume = {22}, pages = {187-198}, number = {1}, citeseerurl = {http://scholar.google.com/scholar?cites=17272095760773825110}, doi = {10.1080/10556780600883791} }
2006: bibtex – citations – document

N. V. Emelyanov and R. C. Gilbert, "Astrometric results of observations of mutual occultations and eclipses of the Galilean satellites of Jupiter in 2003," Astronomy and Astrophysics, vol. 453, pp. 1141-1149, 2006.

@ARTICLE{Emelyanov2006, author = {N. V. Emelyanov and R. C. Gilbert}, title = {Astrometric results of observations of mutual occultations and eclipses of the Galilean satellites of Jupiter in 2003}, journal = {Astronomy and Astrophysics}, year = {2006}, volume = {453}, pages = {1141-1149}, citeseerurl = {http://scholar.google.com/scholar?cites=6022810688006453429}, doi = {10.1051/0004-6361:20064810} }
2006: bibtex – citations – document

T. B. Trafalis and R. C. Gilbert, "Robust classification and regression using support vector machines," European Journal of Operational Research, vol. 173, iss. 3, pp. 893-909, 2006.

@ARTICLE{Trafalis2006, author = {T. B. Trafalis and R. C. Gilbert}, title = {Robust classification and regression using support vector machines}, journal = {European Journal of Operational Research}, year = {2006}, volume = {173}, pages = {893-909}, number = {3}, citeseerurl = {http://scholar.google.com/scholar?cites=841576668935062075}, doi = {10.1016/j.ejor.2005.07.024} }

Conference Articles

2009: bibtex – document

R. C. Gilbert, T. B. Trafalis, M. B. Richman, and S. Lakshmivarahan, "Real-Time Prediction using Kernel Methods and Data Assimilation," in Computational Intelligence in Architecturing Complex Engineering Systems, New York, NY, USA, 2009, pp. 35-42.

@INPROCEEDINGS{Gilbert2009f, author = {R. C. Gilbert and T. B. Trafalis and M. B. Richman and S. Lakshmivarahan}, title = {Real-Time Prediction using Kernel Methods and Data Assimilation}, booktitle = {Computational Intelligence in Architecturing Complex Engineering Systems}, year = {2009}, editor = {C. H. Dagli and K. M. Bryden and S. M. Corns and M. Gen and K. Tumer and G. S\"{u}er}, volume = {19}, series = {Intelligent Engineering Systems through Artificial Neural Networks}, pages = {35-42}, address = {New York, NY, USA}, publisher = {ASME Press}, url = {http://www.worldcat.org/oclc/460058790} }
2007: bibtex – document

H. Mansouri, R. C. Gilbert, T. B. Trafalis, L. M. Leslie, and M. B. Richman, "Ocean surface wind vector forecasting using support vector regression," in Smart Systems Engineering: Computational Intelligence in Architecturing Complex Engineering Systems, New York, NY, USA, 2007, pp. 333-338.

@INPROCEEDINGS{Mansouri2007, author = {H. Mansouri and R. C. Gilbert and T. B. Trafalis and L. M. Leslie and M. B. Richman}, title = {Ocean surface wind vector forecasting using support vector regression}, booktitle = {Smart Systems Engineering: Computational Intelligence in Architecturing Complex Engineering Systems}, year = {2007}, editor = {C. H. Dagli and A. L. Buczak and D. L. Enke and M. J. Embrechts and O. Ersoy}, volume = {17}, series = {Intelligent Engineering Systems through Artificial Neural Networks}, pages = {333-338}, address = {New York, NY, USA}, publisher = {ASME Press}, url = {http://www.worldcat.org/oclc/182746820} }
2005: bibtex – citations – document

T. B. Trafalis and R. C. Gilbert, "Maximum margin classifiers with noisy data: a robust optimization approach," in Proceedings of the International Joint Conference on Neural Networks 2005 (IJCNN 2005), Piscataway, NJ, USA, 2005, pp. 2826-2830.

@INPROCEEDINGS{Trafalis2005c, author = {T. B. Trafalis and R. C. Gilbert}, title = {Maximum margin classifiers with noisy data: a robust optimization approach}, booktitle = {Proceedings of the International Joint Conference on Neural Networks 2005 (IJCNN 2005)}, year = {2005}, volume = {5}, pages = {2826-2830}, address = {Piscataway, NJ, USA}, publisher = {IEEE Operations Center}, citeseerurl = {http://scholar.google.com/scholar?cites=9708496929982621352}, doi = {10.1109/IJCNN.2005.1556373} }
2005: bibtex – document

S. Raman, T. B. Trafalis, and R. C. Gilbert, "Adaptive methods in coordinate metrology," in Intelligent Systems in Design and Manufacturing VI, Bellingham, WA, USA, 2005, p. 59990.

@INPROCEEDINGS{Raman2005, author = {S. Raman and T. B. Trafalis and R. C. Gilbert}, title = {Adaptive methods in coordinate metrology}, booktitle = {Intelligent Systems in Design and Manufacturing VI}, year = {2005}, editor = {B. Gopalakrishnan}, volume = {5999}, pages = {59990A}, address = {Bellingham, WA, USA}, publisher = {SPIE}, doi = {10.1117/12.631522} }

Theses

2006: bibtex – document

R. C. Gilbert, "Learning with kernels and applications," Master’s Dissertation , Norman, OK, USA, 2006.

@MASTERSTHESIS{Gilbert2006, author = {R. C. Gilbert}, title = {Learning with kernels and applications}, school = {University of Oklahoma, School of Industrial Engineering}, year = {2006}, address = {Norman, OK, USA}, month = {May}, url = {http://libraries.ou.edu/} }