Conference Articles

Update: July 7th, 2009
  • 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}
    }
  • 2008: bibtex – document
    I. Adrianto, T. B. Trafalis, and M. B. Richman, "Active Learning with Kernel Machines for Tornado Detection," in Intelligent Engineering Systems Through Artificial Neural Networks, New York, NY, USA, 2008, pp. 131-137.
    @INPROCEEDINGS{Adrianto2008,
      author = {I. Adrianto and T. B. Trafalis and M. B. Richman},
      title = {Active Learning with Kernel Machines for Tornado Detection},
      booktitle = {Intelligent Engineering Systems Through Artificial Neural Networks},
      year = {2008},
      editor = {C. H. Dagli and D. L. Enke and K. M. Bryden and H. Ceylan and M. Gen},
      volume = {18},
      pages = {131-137},
      address = {New York, NY, USA},
      publisher = {ASME Press},
      url = {http://www.worldcat.org/oclc/276948623}
    }
  • 2008: bibtex – document
    M. Maalouf and T. B. Trafalis, "Kernel logistic regression using truncated newton method," in Intelligent Engineering Systems Through Artificial Neural Networks, New York, NY, USA, 2008, pp. 455-462.
    @INPROCEEDINGS{Maalouf2008a,
      author = {M. Maalouf and T. B. Trafalis},
      title = {Kernel logistic regression using truncated newton method},
      booktitle = {Intelligent Engineering Systems Through Artificial Neural Networks},
      year = {2008},
      editor = {C. H. Dagli and D. L. Enke and K. M. Bryden and H. Ceylan and M. Gen},
      volume = {18},
      pages = {455-462},
      address = {New York, NY, USA},
      publisher = {ASME Press},
      url = {http://www.worldcat.org/oclc/276948623}
    }
  • 2007: bibtex – document
    O. O. Oladunni and T. B. Trafalis, "Regularized Knowledge-Based Kernel Machine," in Computational Science — ICCS 2007, Berlin, Germany, 2007, pp. 176-183.
    @INPROCEEDINGS{Oladunni2007,
      author = {O. O. Oladunni and T. B. Trafalis},
      title = {Regularized Knowledge-Based Kernel Machine},
      booktitle = {Computational Science -- ICCS 2007},
      year = {2007},
      editor = {Y. Shi and G. D. van Albada and J. Dongarra and P. M. Sloot},
      volume = {4487},
      series = {Lecture Notes in Computer Science},
      pages = {176-183},
      address = {Berlin, Germany},
      publisher = {Springer},
      doi = {10.1007/978-3-540-72584-8_23}
    }
  • 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 Intelligent Engineering Systems Through Artificial Neural Networks, 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 = {Intelligent Engineering Systems Through Artificial Neural Networks},
      year = {2007},
      editor = {C. H. Dagli and A. L. Buczak and D. L. Enke and M. J. Embrechts and O. Ersoy},
      volume = {17},
      pages = {333-338},
      address = {New York, NY, USA},
      publisher = {ASME Press},
      url = {http://www.worldcat.org/oclc/182746820}
    }
  • 2007: bibtex – document
    M. B. Richman, T. B. Trafalis, and I. Adrianto, "Multiple imputation through machine learning algorithms," in Combined preprints of the 87th AMS Annual Meeting, Boston, MA, USA, 2007.
    @INPROCEEDINGS{Richman2007,
      author = {M. B. Richman and T. B. Trafalis and I. Adrianto},
      title = {Multiple imputation through machine learning algorithms},
      booktitle = {Combined preprints of the 87th AMS Annual Meeting},
      year = {2007},
      address = {Boston, MA, USA},
      publisher = {American Meteorological Society},
      url = {http://ams.confex.com/ams/87ANNUAL/techprogram/paper_120075.htm}
    }
  • 2007: bibtex – document
    H. Mansouri and T. B. Trafalis, "Reinforcement learning: an on-line framework using support vectors," in Proceedings of the 2007 International Joint Conference on Neural Networks, Piscataway, NJ, USA, 2007, pp. 1278-1282.
    @INPROCEEDINGS{Mansouri2007a,
      author = {H. Mansouri and T. B. Trafalis},
      title = {Reinforcement learning: an on-line framework using support vectors},
      booktitle = {Proceedings of the 2007 International Joint Conference on Neural Networks},
      year = {2007},
      pages = {1278-1282},
      address = {Piscataway, NJ, USA},
      publisher = {IEEE},
      url = {http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=4371142}
    }
  • 2007: bibtex – document
    O. O. Oladunni and T. B. Trafalis, "Regularization based classification models," in Proceedings of the 2007 IEEE International Joint Conference on Neural Networks, Piscataway, NJ, USA, 2007, pp. 25-30.
    @INPROCEEDINGS{Oladunni2007a,
      author = {O. O. Oladunni and T. B. Trafalis},
      title = {Regularization based classification models},
      booktitle = {Proceedings of the 2007 IEEE International Joint Conference on Neural Networks},
      year = {2007},
      pages = {25-30},
      address = {Piscataway, NJ, USA},
      publisher = {IEEE},
      doi = {10.1109/IJCNN.2007.4370925}
    }
  • 2007: bibtex – document
    T. B. Trafalis, I. Adrianto, and M. B. Richman, "Active learning with support vector machines for tornado prediction," in Computational Science — ICCS 2007, Berlin, Germany, 2007, p. 1130.
    @INPROCEEDINGS{Trafalis2007,
      author = {T. B. Trafalis and I. Adrianto and M. B. Richman},
      title = {Active learning with support vector machines for tornado prediction},
      booktitle = {Computational Science -- ICCS 2007},
      year = {2007},
      editor = {Y. Shi and G. D. van Albada and J. Dongarra and P. M. A. Sloot},
      volume = {4487},
      series = {Lecture Notes in Computer Science},
      pages = {1130–1137},
      address = {Berlin, Germany},
      publisher = {Springer},
      doi = {10.1007/978-3-540-72584-8_148}
    }
  • 2006: bibtex – document
    O. O. Oladunni and T. B. Trafalis, "Single Phase Laminar and Turbulent Flow Classification in Annulus via a Knowledge-Based Linear Model," in Intelligent Engineering Systems Through Artificial Neural Networks, New York, NY, USA, 2006, pp. 599-604.
    @INPROCEEDINGS{Oladunni2006a,
      author = {O. O. Oladunni and T. B. Trafalis},
      title = {Single Phase Laminar and Turbulent Flow Classification in Annulus via a Knowledge-Based Linear Model},
      booktitle = {Intelligent Engineering Systems Through Artificial Neural Networks},
      year = {2006},
      editor = {C. H. Dagli},
      volume = {16},
      pages = {599-604},
      address = {New York, NY, USA},
      publisher = {ASME Press},
      url = {http://www.worldcat.org/oclc/76837513}
    }
  • 2006: bibtex – document
    O. O. Oladunni, T. B. Trafalis, and D. V. Papavassiliou, "Knowledge-based multiclass support vector machines applied to vertical two-phase flow," in Computational Science — ICCS 2006, Berlin, Germany, 2006, pp. 188-195.
    @INPROCEEDINGS{Oladunni2006b,
      author = {O. O. Oladunni and T. B. Trafalis and D. V. Papavassiliou},
      title = {Knowledge-based multiclass support vector machines applied to vertical two-phase flow},
      booktitle = {Computational Science -- ICCS 2006},
      year = {2006},
      editor = {V. N. Alexandrov and G. D. van Albada and P. M. Sloot and J. Dongarra},
      volume = {3991},
      series = {Lecture Notes in Computer Science},
      pages = {188-195},
      address = {Berlin, Germany},
      publisher = {Springer},
      doi = {10.1007/11758501_29}
    }
  • 2006: bibtex – document
    O. O. Oladunni and T. B. Trafalis, "A Pairwise Reduced Kernel-based Multi-classification Tikhonov Regularization Machine," in Proceedings of the 2006 IEEE International Joint Conference on Neural Networks, Piscataway, NJ, USA, 2006, pp. 130-137.
    @INPROCEEDINGS{Oladunni2006,
      author = {O. O. Oladunni and T. B. Trafalis},
      title = {A Pairwise Reduced Kernel-based Multi-classification Tikhonov Regularization Machine},
      booktitle = {Proceedings of the 2006 IEEE International Joint Conference on Neural Networks},
      year = {2006},
      editor = {V. N. Alexandrov and G. D. van Albada and P. M. Sloot and J. Dongarra},
      pages = {130-137},
      address = {Piscataway, NJ, USA},
      publisher = {IEEE},
      doi = {10.1109/IJCNN.2006.246670}
    }
  • 2006: bibtex – document
    H. -J. Son and T. B. Trafalis, "Detection of tornados using an incremental revised support vector machine with filters," in Computational Science — ICCS 2006, Berlin, Germany, 2006, pp. 506-513.
    @INPROCEEDINGS{Son2006,
      author = {H.-J. Son and T. B. Trafalis},
      title = {Detection of tornados using an incremental revised support vector machine with filters},
      booktitle = {Computational Science -- ICCS 2006},
      year = {2006},
      editor = {V. N. Alexandrov and G. D. van Albada and P. M. Sloot and J. Dongarra},
      volume = {3993},
      series = {Lecture Notes in Computer Science},
      pages = {506-513},
      address = {Berlin, Germany},
      publisher = {Springer},
      doi = {10.1007/11758532_67}
    }
  • 2006: bibtex – document
    I. Adrianto, T. B. Trafalis, M. B. Richman, S. Lakshmivarahan, and J. Park, "Machine learning classifiers for tornado detection: sensitivity analysis on tornado data sets," in Intelligent Engineering Systems Through Artificial Neural Networks, New York, NY, USA, 2006, pp. 679-684.
    @INPROCEEDINGS{Adrianto2006,
      author = {I. Adrianto and T. B. Trafalis and M. B. Richman and S. Lakshmivarahan and J. Park},
      title = {Machine learning classifiers for tornado detection: sensitivity analysis on tornado data sets},
      booktitle = {Intelligent Engineering Systems Through Artificial Neural Networks},
      year = {2006},
      editor = {C. Dagli and A. Buczak and D. Enke and M. Embrechts and O. Ersoy},
      volume = {16},
      pages = {679-684},
      address = {New York, NY, USA},
      publisher = {ASME Press},
      url = {http://www.worldcat.org/oclc/75968663}
    }
  • 2005: bibtex – citations – document
    H. -J. Son, M. B. Richman, and T. B. Trafalis, "Determination of the optimal batch size in incremental approaches: an application to tornado detection," in Proceedings of the 2005 IEEE International Joint Conference on Neural Networks, Piscataway, NJ, USA, 2005, pp. 2706-2710.
    @INPROCEEDINGS{Son2005,
      author = {H.-J. Son and M. B. Richman and T. B. Trafalis},
      title = {Determination of the optimal batch size in incremental approaches: an application to tornado detection},
      booktitle = {Proceedings of the 2005 IEEE International Joint Conference on Neural Networks},
      year = {2005},
      volume = {5},
      pages = {2706-2710},
      address = {Piscataway, NJ, USA},
      publisher = {IEEE},
      citeseerurl = {http://scholar.google.com/scholar?cites=2265461395949046507},
      doi = {10.1109/IJCNN.2005.1556352}
    }
  • 2005: bibtex – document
    T. B. Trafalis, M. B. Richman, and B. Santosa, "Feature Selection of Radar-Derived Attributes with Linear Programming Support Vector Machines and Branch and Bound Methods," in Intelligent Engineering Systems Through Artificial Neural Networks, New York, NY, USA, 2005, pp. 393-402.
    @INPROCEEDINGS{Trafalis2005c,
      author = {T. B. Trafalis and M. B. Richman and B. Santosa},
      title = {Feature Selection of Radar-Derived Attributes with Linear Programming Support Vector Machines and Branch and Bound Methods},
      booktitle = {Intelligent Engineering Systems Through Artificial Neural Networks},
      year = {2005},
      editor = {C. H. Dagli},
      volume = {15},
      pages = {393-402},
      address = {New York, NY, USA},
      publisher = {ASME Press},
      url = {http://worldcat.org/oclc/62285542}
    }
  • 2005: bibtex – document
    A. Alenezi, S. Moses, and T. B. Trafalis, "Flowtime Estimation for Multi-Resource Production Systems Using Support Vector Regression," in Intelligent Engineering Systems Through Artificial Neural Networks, New York, NY, USA, 2005, pp. 699-702.
    @INPROCEEDINGS{Alenezi2005,
      author = {A. Alenezi and S. Moses and T. B. Trafalis},
      title = {Flowtime Estimation for Multi-Resource Production Systems Using Support Vector Regression},
      booktitle = {Intelligent Engineering Systems Through Artificial Neural Networks},
      year = {2005},
      editor = {C. H. Dagli},
      volume = {15},
      pages = {699-702},
      address = {New York, NY, USA},
      publisher = {ASME Press},
      url = {http://worldcat.org/oclc/62285542}
    }
  • 2005: bibtex – document
    I. Adrianto, T. M. Smith, K. Scharfenberg, and T. B. Trafalis, "Evaluation of various algorithms and display concepts for weather forecasting," in Combined preprints of the 85th AMS Annual Meeting, Boston, MA, USA, 2005, pp. 351-356.
    @INPROCEEDINGS{Adrianto2005,
      author = {I. Adrianto and T. M. Smith and K. Scharfenberg and T. B. Trafalis},
      title = {Evaluation of various algorithms and display concepts for weather forecasting},
      booktitle = {Combined preprints of the 85th AMS Annual Meeting},
      year = {2005},
      pages = {351-356},
      address = {Boston, MA, USA},
      publisher = {American Meteorological Society},
      url = {http://www.worldcat.org/oclc/224608535}
    }
  • 2005: bibtex – document
    M. B. Richman, B. Santosa, and T. B. Trafalis, "Feature selection of radar-derived tornado attributes with support vector machines," in Combined preprints 85th AMS Annual Meeting, Boston, MA, USA, 2005, pp. 1201-1206.
    @INPROCEEDINGS{Richman2005,
      author = {M. B. Richman and B. Santosa and T. B. Trafalis},
      title = {Feature selection of radar-derived tornado attributes with support vector machines},
      booktitle = {Combined preprints 85th AMS Annual Meeting},
      year = {2005},
      pages = {1201-1206},
      address = {Boston, MA, USA},
      publisher = {American Meteorological Society},
      url = {http://worldcat.org/oclc/224608535}
    }
  • 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},
      number = {1},
      pages = {59990A},
      address = {Bellingham, WA, USA},
      publisher = {SPIE},
      doi = {10.1117/12.631522}
    }
  • 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 2005 IEEE International Joint Conference on Neural Networks, Piscataway, NJ, USA, 2005, pp. 2826-2830.
    @INPROCEEDINGS{Trafalis2005,
      author = {T. B. Trafalis and R. C. Gilbert},
      title = {Maximum margin classifiers with noisy data: A robust optimization approach},
      booktitle = {Proceedings of the 2005 IEEE International Joint Conference on Neural Networks},
      year = {2005},
      volume = {5},
      pages = {2826-2830},
      address = {Piscataway, NJ, USA},
      publisher = {IEEE},
      citeseerurl = {http://scholar.google.com/scholar?cites=9708496929982621352},
      doi = {10.1109/IJCNN.2005.1556373}
    }
  • 2004: bibtex – citations – document
    T. B. Trafalis, B. Santosa, and M. B. Richman, "Rule-Based Support Vector Machine Classifiers Applied to Tornado Prediction," in Computational Science — ICCS 2004, Berlin, Germany, 2004, pp. 678-684.
    @INPROCEEDINGS{Trafalis2004b,
      author = {T. B. Trafalis and B. Santosa and M. B. Richman},
      title = {Rule-Based Support Vector Machine Classifiers Applied to Tornado Prediction},
      booktitle = {Computational Science -- ICCS 2004},
      year = {2004},
      editor = {M. Bubak and G. D. van Albada and P. M. A. Sloot and J. J. Dongarra},
      volume = {3038},
      series = {Lecture Notes in Computer Science},
      pages = {678-684},
      address = {Berlin, Germany},
      publisher = {Springer},
      citeseerurl = {http://scholar.google.com/scholar?cites=2727878567703165019},
      doi = {10.1007/b97989}
    }
  • 2004: bibtex – citations – document
    K. Barker, T. B. Trafalis, and T. R. Rhoads, "Learning from student data," in Proceedings of the 2004 IEEE Systems and Information Engineering Design Symposium, Charlottesvile, VA, USA, 2004, pp. 79-86.
    @INPROCEEDINGS{Barker2004,
      author = {K. Barker and T. B. Trafalis and T. R. Rhoads},
      title = {Learning from student data},
      booktitle = {Proceedings of the 2004 IEEE Systems and Information Engineering Design Symposium},
      year = {2004},
      pages = {79-86},
      address = {Charlottesvile, VA, USA},
      publisher = {Departmant of Systems and Information Engineering, University of Virginia},
      citeseerurl = {http://scholar.google.com/scholar?cites=4994800154828324311},
      url = {http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1314666}
    }
  • 2004: bibtex – document
    B. Santosa and T. B. Trafalis, "Multiclass Procedure for Minimax Probability Machine," in Intelligent Engineering Systems Through Artificial Neural Networks, New York, NY, USA, 2004, pp. 447-452.
    @INPROCEEDINGS{Santosa2004,
      author = {B. Santosa and T. B. Trafalis},
      title = {Multiclass Procedure for Minimax Probability Machine},
      booktitle = {Intelligent Engineering Systems Through Artificial Neural Networks},
      year = {2004},
      editor = {C. H. Dagli},
      volume = {14},
      pages = {447-452},
      address = {New York, NY, USA},
      publisher = {ASME Press},
      url = {http://worldcat.org/oclc/57134139}
    }
  • 2004: bibtex – citations – document
    O. O. Oladunni and T. B. Trafalis, "Single Phase Fluid Flow Classifcation Via Neural Networks and Support Vector Machine," in Intelligent Engineering Systems Through Artificial Neural Networks, New York, NY, USA, 2004, pp. 427-432.
    @INPROCEEDINGS{Oladunni2004,
      author = {O. O. Oladunni and T. B. Trafalis},
      title = {Single Phase Fluid Flow Classifcation Via Neural Networks and Support Vector Machine},
      booktitle = {Intelligent Engineering Systems Through Artificial Neural Networks},
      year = {2004},
      editor = {C. H. Dagli},
      volume = {14},
      pages = {427-432},
      address = {New York, NY, USA},
      publisher = {ASME Press},
      citeseerurl = {http://scholar.google.com/scholar?cites=17387456656257440311},
      url = {http://www.worldcat.org/oclc/57134139}
    }
  • 2004: bibtex – citations – document
    E. D. Andersen, C. Roos, T. Terlaky, T. B. Trafalis, and J. P. Warners, "The use of low-rank updates in interior-point methods," in Numerical linear algebra and optimization, Beijing, China, 2004, pp. 1-12.
    @INPROCEEDINGS{Andersen2004,
      author = {E. D. Andersen and C. Roos and T. Terlaky and T. B. Trafalis and J. P. Warners},
      title = {The use of low-rank updates in interior-point methods},
      booktitle = {Numerical linear algebra and optimization},
      year = {2004},
      editor = {Y.-X. Yuan},
      pages = {1-12},
      address = {Beijing, China},
      publisher = {Science Press},
      citeseerurl = {http://scholar.google.com/scholar?cites=17162160868356958365},
      url = {http://worldcat.org/oclc/62753587}
    }
  • 2004: bibtex – document
    S. Kasap, T. B. Trafalis, and H. Ince, "Applications of Primal Dual Interior Point Methods to Support Vector Machines for Classification," in Proceedings of the 4th International Symposium on Intelligent Manufacturing Systems, 2004, pp. 556-566.
    @INPROCEEDINGS{Kasap2004b,
      author = {S. Kasap and T. B. Trafalis and H. Ince},
      title = {Applications of Primal Dual Interior Point Methods to Support Vector Machines for Classification},
      booktitle = {Proceedings of the 4th International Symposium on Intelligent Manufacturing Systems},
      year = {2004},
      pages = {556-566},
      url = {http://www.ims.sakarya.edu.tr/gn_content.asp?Id=18}
    }
  • 2004: bibtex – document
    S. Kasap and T. B. Trafalis, "Differential Algebraic Equations in Primal Dual Interior Point Optimization Methods," in AIP Conference Proceedings, Melville, NY, USA, 2004, pp. 347-354.
    @INPROCEEDINGS{Kasap2004a,
      author = {S. Kasap and T. B. Trafalis},
      title = {Differential Algebraic Equations in Primal Dual Interior Point Optimization Methods},
      booktitle = {AIP Conference Proceedings},
      year = {2004},
      volume = {729},
      number = {1},
      pages = {347-354},
      address = {Melville, NY, USA},
      publisher = {American Institute of Physics},
      doi = {10.1063/1.1814749}
    }
  • 2004: bibtex – document
    S. Kasap and T. B. Trafalis, "An Overview of Mean Field Theory in Combinatorial Optimization Problems," in AIP Conference Proceedings, Melville, NY, USA, 2004, pp. 339-346.
    @INPROCEEDINGS{Kasap2004,
      author = {S. Kasap and T. B. Trafalis},
      title = {An Overview of Mean Field Theory in Combinatorial Optimization Problems},
      booktitle = {AIP Conference Proceedings},
      year = {2004},
      volume = {729},
      number = {1},
      pages = {339-346},
      address = {Melville, NY, USA},
      publisher = {American Institute of Physics},
      doi = {10.1063/1.1814748}
    }
  • 2004: bibtex – document
    H. Ince, T. B. Trafalis, and S. Kasap, "Gamma-Support Vector Machines," in Proceedings of the 4th International Symposium on Intelligent Manufacturing Systems, 2004, pp. 546-555.
    @INPROCEEDINGS{Ince2004a,
      author = {H. Ince and T. B. Trafalis and S. Kasap},
      title = {Gamma-Support Vector Machines},
      booktitle = {Proceedings of the 4th International Symposium on Intelligent Manufacturing Systems},
      year = {2004},
      pages = {546-555},
      url = {http://www.ims.sakarya.edu.tr/gn_content.asp?Id=18}
    }
  • 2004: bibtex – document
    T. B. Trafalis, M. B. Richman, and B. Santosa, "Dynamic Data Driven Support Vector Machines Applied To Tornado Detection," in Intelligent Engineering Systems Through Artificial Neural Networks, New York, NY, USA, 2004, pp. 559-564.
    @INPROCEEDINGS{Trafalis2004a,
      author = {T. B. Trafalis and M. B. Richman and B. Santosa},
      title = {Dynamic Data Driven Support Vector Machines Applied To Tornado Detection},
      booktitle = {Intelligent Engineering Systems Through Artificial Neural Networks},
      year = {2004},
      editor = {C. H. Dagli},
      volume = {14},
      pages = {559-564},
      address = {New York, NY, USA},
      publisher = {ASME Press},
      url = {http://worldcat.org/oclc/57134139}
    }
  • 2004: bibtex – citations – document
    H. Ince and T. B. Trafalis, "Kernel principal component analysis and support vector machines for stock price prediction," in Proceedings of the 2004 IEEE International Joint Conference on Neural Networks, Piscataway, NJ, USA, 2004, pp. 2053-2058.
    @INPROCEEDINGS{Ince2004,
      author = {H. Ince and T. B. Trafalis},
      title = {Kernel principal component analysis and support vector machines for stock price prediction},
      booktitle = {Proceedings of the 2004 IEEE International Joint Conference on Neural Networks},
      year = {2004},
      volume = {3},
      pages = {2053-2058},
      address = {Piscataway, NJ, USA},
      publisher = {IEEE},
      citeseerurl = {http://scholar.google.com/scholar?cites=13187034413246599691},
      url = {http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1380933}
    }
  • 2004: bibtex – document
    H. Ince, T. B. Trafalis, and S. Kasap, "An Intelligent System: Support Vector Machines for Portfolio Selection," in Proceedings of the 4th International Symposium on Intelligent Manufacturing Systems, 2004, pp. 744-743.
    @INPROCEEDINGS{Ince2004b,
      author = {H. Ince and T. B. Trafalis and S. Kasap},
      title = {An Intelligent System: Support Vector Machines for Portfolio Selection},
      booktitle = {Proceedings of the 4th International Symposium on Intelligent Manufacturing Systems},
      year = {2004},
      pages = {744-743},
      url = {http://www.ims.sakarya.edu.tr/gn_content.asp?Id=18}
    }
  • 2003: bibtex – citations – document
    T. B. Trafalis, H. Ince, and M. B. Richman, "Tornado Detection with Support Vector Machines," in Computational Science — ICCS 2003, Berlin, Germany, 2003, pp. 289-298.
    @INPROCEEDINGS{Trafalis2003c,
      author = {T. B. Trafalis and H. Ince and M. B. Richman},
      title = {Tornado Detection with Support Vector Machines},
      booktitle = {Computational Science -- ICCS 2003},
      year = {2003},
      editor = {P. M. A. Sloot and D. Abramson and A. V. Bogdanov and J. J. Dongarra and A. Y. Zomaya and Y. E. Gorbachev},
      volume = {2660},
      series = {Lecture Notes in Computer Science},
      pages = {289-298},
      address = {Berlin, Germany},
      publisher = {Springer},
      citeseerurl = {http://scholar.google.com/scholar?cites=269565089496570676},
      doi = {10.1007/3-540-44864-0_30}
    }
  • 2003: bibtex – citations
    T. B. Trafalis, H. Ince, and T. Mishina, "Support vector regression in option pricing," in Proceedings of Conference on Computational Intelligence and Financial Engineering (CIFEr2003), Hong Kong, China, 2003.
    @INPROCEEDINGS{Trafalis2003b,
      author = {T. B. Trafalis and H. Ince and T. Mishina},
      title = {Support vector regression in option pricing},
      booktitle = {Proceedings of Conference on Computational Intelligence and Financial Engineering (CIFEr2003)},
      year = {2003},
      address = {Hong Kong, China},
      month = {March 20-23},
      note = {Workshop in soft computing for financial analysis},
      citeseerurl = {http://scholar.google.com/scholar?cites=199438300241174451}
    }
  • 2003: bibtex – citations – document
    T. B. Trafalis and S. A. Alwazzi, "Robust Optimization in Support Vector Machine Training with Bounded Errors," in Proceedings of the 2003 IEEE International Joint Conference on Neural Networks, Piscataway, NJ, USA, 2003, pp. 2039-2042.
    @INPROCEEDINGS{Trafalis2003a,
      author = {T. B. Trafalis and S. A. Alwazzi},
      title = {Robust Optimization in Support Vector Machine Training with Bounded Errors},
      booktitle = {Proceedings of the 2003 IEEE International Joint Conference on Neural Networks},
      year = {2003},
      volume = {3},
      pages = {2039-2042},
      address = {Piscataway, NJ, USA},
      publisher = {IEEE},
      citeseerurl = {http://scholar.google.com/scholar?cites=11645155691894443718},
      doi = {10.1109/IJCNN.2003.1223721}
    }
  • 2003: bibtex – document
    H. Ince and T. B. Trafalis, "Short term forecasting with support vector machines and application to stock price prediction," in Intelligent Engineering Systems Through Artificial Neural Networks, New York, NY, USA, 2003, pp. 737-742.
    @INPROCEEDINGS{Ince2003,
      author = {H. Ince and T. B. Trafalis},
      title = {Short term forecasting with support vector machines and application to stock price prediction},
      booktitle = {Intelligent Engineering Systems Through Artificial Neural Networks},
      year = {2003},
      editor = {C. H. Dagli},
      volume = {13},
      pages = {737-742},
      address = {New York, NY, USA},
      publisher = {ASME Press},
      url = {http://worldcat.org/oclc/53832140}
    }
  • 2003: bibtex – citations – document
    T. B. Trafalis and S. A. Alwazzi, "Robust support vector regression and applications," in Intelligent Engineering Systems Through Artificial Neural Networks, New York, NY, USA, 2003, pp. 181-186.
    @INPROCEEDINGS{Trafalis2003,
      author = {T. B. Trafalis and S. A. Alwazzi},
      title = {Robust support vector regression and applications},
      booktitle = {Intelligent Engineering Systems Through Artificial Neural Networks},
      year = {2003},
      editor = {C. H. Dagli},
      volume = {13},
      pages = {181-186},
      address = {New York, NY, USA},
      publisher = {ASME Press},
      citeseerurl = {http://scholar.google.com/scholar?cites=12675247961265956294},
      url = {http://worldcat.org/oclc/53832140}
    }
  • 2003: bibtex – citations – document
    T. B. Trafalis, B. Santosa, and M. B. Richman, "Tornado detection with kernel-based methods," in Intelligent Engineering Systems Through Artificial Neural Networks, New York, NY, USA, 2003, pp. 677-682.
    @INPROCEEDINGS{Trafalis2003d,
      author = {T. B. Trafalis and B. Santosa and M. B. Richman},
      title = {Tornado detection with kernel-based methods},
      booktitle = {Intelligent Engineering Systems Through Artificial Neural Networks},
      year = {2003},
      editor = {C. H. Dagli},
      volume = {13},
      pages = {677-682},
      address = {New York, NY, USA},
      publisher = {ASME Press},
      citeseerurl = {http://scholar.google.com/scholar?cites=8305078047248885464},
      url = {http://worldcat.org/oclc/53832140}
    }
  • 2003: bibtex – document
    A. Malyscheff and T. B. Trafalis, "Support vector machines and the electoral college," in Proceedings of the 2003 IEEE International Joint Conference on Neural Networks, Piscataway, NJ, USA, 2003, pp. 2344-2348.
    @INPROCEEDINGS{Malyscheff2003,
      author = {A. Malyscheff and T. B. Trafalis},
      title = {Support vector machines and the electoral college},
      booktitle = {Proceedings of the 2003 IEEE International Joint Conference on Neural Networks},
      year = {2003},
      volume = {3},
      pages = {2344-2348},
      address = {Piscataway, NJ, USA},
      publisher = {IEEE},
      doi = {10.1109/IJCNN.2003.1223778}
    }
  • 2002: bibtex – citations – document
    S. W. Chung, L. Gruenwald, and T. B. Trafalis, "Support vector clustering for web usage mining," in Intelligent Engineering Systems Through Artificial Neural Networks, New York, NY, USA, 2002, pp. 385-390.
    @INPROCEEDINGS{Chung2002,
      author = {W. Shung Chung and L. Gruenwald and T. B. Trafalis},
      title = {Support vector clustering for web usage mining},
      booktitle = {Intelligent Engineering Systems Through Artificial Neural Networks},
      year = {2002},
      editor = {C. H. Dagli},
      volume = {12},
      pages = {385-390},
      address = {New York, NY, USA},
      publisher = {ASME Press},
      citeseerurl = {http://scholar.google.com/scholar?cites=7216106771682900353},
      url = {http://worldcat.org/oclc/51030656}
    }
  • 2002: bibtex – citations – document
    T. B. Trafalis and H. Ince, "Benders decomposition technique for support vector regression," in Proceedings of the 2002 International Joint Conference on Neural Networks, Piscataway, NJ, USA, 2002, pp. 2767-2772.
    @INPROCEEDINGS{Trafalis2002,
      author = {T. B. Trafalis and H. Ince},
      title = {Benders decomposition technique for support vector regression},
      booktitle = {Proceedings of the 2002 International Joint Conference on Neural Networks},
      year = {2002},
      volume = {3},
      pages = {2767-2772},
      address = {Piscataway, NJ, USA},
      publisher = {IEEE},
      citeseerurl = {http://scholar.google.com/scholar?cites=15509070208505510341},
      doi = {10.1109/IJCNN.2002.1007586}
    }
  • 2002: bibtex – document
    C. Prakasvudhisarn, T. B. Trafalis, and S. Raman, "Determination of the minimum enclosing zone for straightness and flatness using support vector regression," in Intelligent Engineering Systems Through Artificial Neural Networks, New York, NY, USA, 2002, pp. 937-944.
    @INPROCEEDINGS{Prakasvudhisarn2002,
      author = {C. Prakasvudhisarn and T. B. Trafalis and S. Raman},
      title = {Determination of the minimum enclosing zone for straightness and flatness using support vector regression},
      booktitle = {Intelligent Engineering Systems Through Artificial Neural Networks},
      year = {2002},
      editor = {C. H. Dagli},
      volume = {12},
      pages = {937-944},
      address = {New York, NY, USA},
      publisher = {ASME Press},
      url = {http://www.worldcat.org/oclc/51030656}
    }
  • 2002: bibtex – document
    T. B. Trafalis, B. Santosa, and M. B. Richman, "Prediction of rainfall from WSR-88D radar using support vector regression," in Intelligent Engineering Systems Through Artificial Neural Networks, New York, NY, USA, 2002, pp. 639-644.
    @INPROCEEDINGS{Trafalis2002f,
      author = {T. B. Trafalis and B. Santosa and M. B. Richman},
      title = {Prediction of rainfall from WSR-88D radar using support vector regression},
      booktitle = {Intelligent Engineering Systems Through Artificial Neural Networks},
      year = {2002},
      editor = {C. H. Dagli},
      volume = {12},
      pages = {639-644},
      address = {New York, NY, USA},
      publisher = {ASME Press},
      url = {http://worldcat.org/oclc/51030656}
    }
  • 2002: bibtex – citations – document
    B. Santosa, T. Conway, and T. B. Trafalis, "Knowledge-based clustering and application of multi-class SVM for genes expression analysis," in Intelligent Engineering Systems Through Artificial Neural Networks, New York, NY, USA, 2002, pp. 391-396.
    @INPROCEEDINGS{Santosa2002,
      author = {B. Santosa and T. Conway and T. B. Trafalis},
      title = {Knowledge-based clustering and application of multi-class SVM for genes expression analysis},
      booktitle = {Intelligent Engineering Systems Through Artificial Neural Networks},
      year = {2002},
      editor = {C. H. Dagli},
      volume = {12},
      pages = {391-396},
      address = {New York, NY, USA},
      publisher = {ASME Press},
      citeseerurl = {http://scholar.google.com/scholar?cites=12609410694495973689},
      url = {http://worldcat.org/oclc/51030656}
    }
  • 2002: bibtex – citations – document
    P. Karampiperis, N. Manouselis, and T. B. Trafalis, "Architecture selection for neural networks," in Proceedings of the 2002 International Joint Conference on Neural Networks, Piscataway, NJ, USA, 2002, pp. 1115-1119.
    @INPROCEEDINGS{Karampiperis2002,
      author = {P. Karampiperis and N. Manouselis and T. B. Trafalis},
      title = {Architecture selection for neural networks},
      booktitle = {Proceedings of the 2002 International Joint Conference on Neural Networks},
      year = {2002},
      volume = {2},
      pages = {1115-1119},
      address = {Piscataway, NJ, USA},
      publisher = {IEEE},
      citeseerurl = {http://scholar.google.com/scholar?cites=4029866242159070248},
      doi = {10.1109/IJCNN.2002.1007650}
    }
  • 2002: bibtex – document
    T. B. Trafalis, H. Ince, and T. Evgeniou, "Hierarchical Methods for Training Support Vector Machines with Very Large Datasets," in Proceedings of the 30th International Conference on Computers and Industrial Engineering, 2002.
    @INPROCEEDINGS{Trafalis2002a,
      author = {T. B. Trafalis and H. Ince and T. Evgeniou},
      title = {Hierarchical Methods for Training Support Vector Machines with Very Large Datasets},
      booktitle = {Proceedings of the 30th International Conference on Computers and Industrial Engineering},
      year = {2002},
      editor = {C. Papadopoulos and E. Triantaphyllou},
      url = {http://www.ath.aegean.gr/st/cie2002/prg/cie2002_prg.htm}
    }
  • 2001: bibtex – citations – document
    T. B. Trafalis and B. Santosa, "Predicting Monthly Flour Prices through Neural Networks, RBFs and SVR," in Intelligent Engineering Systems Through Artificial Neural Networks, New York, NY, USA, 2001, pp. 745-750.
    @INPROCEEDINGS{Trafalis2001b,
      author = {T. B. Trafalis and B. Santosa},
      title = {Predicting Monthly Flour Prices through Neural Networks, RBFs and SVR},
      booktitle = {Intelligent Engineering Systems Through Artificial Neural Networks},
      year = {2001},
      editor = {C. H. Dagli},
      volume = {11},
      pages = {745-750},
      address = {New York, NY, USA},
      publisher = {ASME Press},
      citeseerurl = {http://scholar.google.com/scholar?cites=9789787252177885157},
      url = {http://worldcat.org/oclc/48672269}
    }
  • 2001: bibtex – document
    T. B. Trafalis, A. White, B. Santosa, and M. B. Richman, "Development of an Intelligent System for Improved WSR-88D Rainfall Estimation," in Intelligent Engineering Systems Through Artificial Neural Networks, New York, NY, USA, 2001, pp. 703-708.
    @INPROCEEDINGS{Trafalis2001c,
      author = {T. B. Trafalis and A. White and B. Santosa and M. B. Richman},
      title = {Development of an Intelligent System for Improved WSR-88D Rainfall Estimation},
      booktitle = {Intelligent Engineering Systems Through Artificial Neural Networks},
      year = {2001},
      editor = {C. H. Dagli},
      volume = {11},
      pages = {703-708},
      address = {New York, NY, USA},
      publisher = {ASME Press},
      url = {http://worldcat.org/oclc/48672269}
    }
  • 2000: bibtex – document
    M. Milatovic, A. B. Badiru, and T. B. Trafalis, "Taxonomical analysis of project activity networks using competitive artificial neural networks," in Intelligent Engineering Systems Through Artificial Neural Networks, New York, NY, USA, 2000, pp. 437-442.
    @INPROCEEDINGS{Milatovic2000,
      author = {M. Milatovic and A. B. Badiru and T. B. Trafalis},
      title = {Taxonomical analysis of project activity networks using competitive artificial neural networks},
      booktitle = {Intelligent Engineering Systems Through Artificial Neural Networks},
      year = {2000},
      editor = {C. H. Dagli},
      volume = {10},
      pages = {437-442},
      address = {New York, NY, USA},
      publisher = {ASME Press},
      url = {http://www.worldcat.org/oclc/45610891}
    }
  • 2000: bibtex – document
    A. M. Malyscheff, T. B. Trafalis, and S. Raman, "Determination of the Minimum Enclosing Zone using a Sequential Gradient Ascent Approach," in Proceedings Of The 2000 Japan-USA Symposium On Flexible Automation, New York, NY, USA, 2000.
    @INPROCEEDINGS{Malyscheff2000,
      author = {A. M. Malyscheff and T. B. Trafalis and S. Raman},
      title = {Determination of the Minimum Enclosing Zone using a Sequential Gradient Ascent Approach},
      booktitle = {Proceedings Of The 2000 Japan-USA Symposium On Flexible Automation},
      year = {2000},
      editor = {S. Y. Liang and T. Arai},
      volume = {1-2},
      address = {New York, NY, USA},
      publisher = {ASME Press},
      url = {http://www.worldcat.org/oclc/45693530}
    }
  • 2000: bibtex – document
    T. B. Trafalis, "Radial Basis Function Network Training via a Primal-Dual Interior Point Method for Linear Programming," in Applied mathematical programming and modeling IV, Dordrecht, Netherlands, 2000.
    @INPROCEEDINGS{Trafalis2000a,
      author = {T. B. Trafalis},
      title = {Radial Basis Function Network Training via a Primal-Dual Interior Point Method for Linear Programming},
      booktitle = {Applied mathematical programming and modeling IV},
      year = {2000},
      editor = {H. Vladimirou and I. Maros and G. Mitra},
      address = {Dordrecht, Netherlands},
      publisher = {Kluwer Academic Publishers},
      url = {http://worldcat.org/oclc/214988460}
    }
  • 2000: bibtex – citations – document
    T. B. Trafalis, A. White, and A. Fras, "Data mining techniques for tornadic pattern recognition," in Intelligent Engineering Systems Through Artificial Neural Networks, New York, NY, USA, 2000, pp. 455-460.
    @INPROCEEDINGS{Trafalis2000c,
      author = {T. B. Trafalis and A. White and A. Fras},
      title = {Data mining techniques for tornadic pattern recognition},
      booktitle = {Intelligent Engineering Systems Through Artificial Neural Networks},
      year = {2000},
      editor = {C. H. Dagli},
      volume = {10},
      pages = {455-460},
      address = {New York, NY, USA},
      publisher = {ASME Press},
      citeseerurl = {http://scholar.google.com/scholar?cites=3795898767184986993},
      url = {http://worldcat.org/oclc/45610891}
    }
  • 2000: bibtex – citations – document
    T. B. Trafalis and H. Ince, "Support vector machine for regression and applications to financial forecasting," in Proceedings of the 2000 IEEE-INNS-ENNS International Joint Conference on Neural Networks, Piscataway, NJ, USA, 2000, pp. 348-353.
    @INPROCEEDINGS{Trafalis2000b,
      author = {T. B. Trafalis and H. Ince},
      title = {Support vector machine for regression and applications to financial forecasting},
      booktitle = {Proceedings of the 2000 IEEE-INNS-ENNS International Joint Conference on Neural Networks},
      year = {2000},
      volume = {6},
      pages = {348-353},
      address = {Piscataway, NJ, USA},
      publisher = {IEEE},
      citeseerurl = {http://scholar.google.com/scholar?cites=1501271178971381772},
      doi = {10.1109/IJCNN.2000.859420}
    }
  • 1999: bibtex – citations – document
    T. B. Trafalis and N. P. Couellan, "An incremental nonlinear primal-dual algorithm and applications to artificial neural networks training," in Large scale systems: theory and applications 1998, Tarrytown, NY, USA, 1999, pp. 1003-1009.
    @INPROCEEDINGS{Trafalis1999c,
      author = {T. B. Trafalis and N. P. Couellan},
      title = {An incremental nonlinear primal-dual algorithm and applications to artificial neural networks training},
      booktitle = {Large scale systems: theory and applications 1998},
      year = {1999},
      editor = {N. T. Koussoulas and P. P. Groumpos},
      pages = {1003-1009},
      address = {Tarrytown, NY, USA},
      publisher = {Pergamon},
      citeseerurl = {http://scholar.google.com/scholar?cites=9684611159185012891},
      url = {http://worldcat.org/oclc/41412009}
    }
  • 1999: bibtex – citations – document
    T. B. Trafalis, "Primal-dual optimization methods in neural networks and support vector machines training," in Proceedings of the ECCAI Advanced Course on Artificial Intelligence Conference, Chania, Greece, 1999.
    @INPROCEEDINGS{Trafalis1999a,
      author = {T. B. Trafalis},
      title = {Primal-dual optimization methods in neural networks and support vector machines training},
      booktitle = {Proceedings of the ECCAI Advanced Course on Artificial Intelligence Conference},
      year = {1999},
      address = {Chania, Greece},
      month = {July 5-16},
      citeseerurl = {http://scholar.google.com/scholar?cites=11940683857282565787},
      url = {http://www.iit.demokritos.gr/skel/eetn/acai99/Workshops/w10/w10_05.pdf.gz}
    }
  • 1999: bibtex – citations – document
    T. B. Trafalis and S. Kasap, "Affine Scaling Genetic ScatterTabu (ASGST) Search: A Hybrid of Modern Heuristics and Interior Point Methods," in Proceedings of the Second International Workshop on Intelligent Manufacturing Systems, Heverlee, Belgium, 1999.
    @INPROCEEDINGS{Trafalis1999d,
      author = {T. B. Trafalis and S. Kasap},
      title = {Affine Scaling Genetic ScatterTabu (ASGST) Search: A Hybrid of Modern Heuristics and Interior Point Methods},
      booktitle = {Proceedings of the Second International Workshop on Intelligent Manufacturing Systems},
      year = {1999},
      editor = {H. van Brussel and P. Valckenaers},
      address = {Heverlee, Belgium},
      publisher = {Katholieke Universiteit Leuven},
      citeseerurl = {http://scholar.google.com/scholar?cites=14696677960558074425},
      url = {http://worldcat.org/oclc/44095291}
    }
  • 1999: bibtex – document
    T. B. Trafalis, A. White, and C. Jeyabalan, "Statistical analysis of base data from the WSR-88D weather radar and description of mesocyclone features using radial basis function networks," in Intelligent Engineering Systems Through Artificial Neural Networks, New York, NY, USA, 1999, pp. 293-298.
    @INPROCEEDINGS{Trafalis1999g,
      author = {T. B. Trafalis and A. White and C. Jeyabalan},
      title = {Statistical analysis of base data from the WSR-88D weather radar and description of mesocyclone features using radial basis function networks},
      booktitle = {Intelligent Engineering Systems Through Artificial Neural Networks},
      year = {1999},
      editor = {C. H. Dagli},
      volume = {9},
      pages = {293-298},
      address = {New York, NY, USA},
      publisher = {ASME Press},
      url = {http://worldcat.org/oclc/42906661}
    }
  • 1999: bibtex – citations – document
    T. B. Trafalis, "Artificial neural networks applied to financial forecasting," in Intelligent Engineering Systems Through Artificial Neural Networks, New York, NY, USA, 1999, pp. 1049-1054.
    @INPROCEEDINGS{Trafalis1999,
      author = {T. B. Trafalis},
      title = {Artificial neural networks applied to financial forecasting},
      booktitle = {Intelligent Engineering Systems Through Artificial Neural Networks},
      year = {1999},
      editor = {C. H. Dagli},
      volume = {9},
      pages = {1049-1054},
      address = {New York, NY, USA},
      publisher = {ASME Press},
      citeseerurl = {http://scholar.google.com/scholar?cites=1938531315288471695},
      url = {http://worldcat.org/oclc/42906661}
    }
  • 1998: bibtex
    T. B. Trafalis and T. Mishina, "Production Planning Through a Scenario Analysis," in Proceedings of the International Symposium on Manufacturing Strategy 1998, 1998, pp. 260-265.
    @INPROCEEDINGS{Trafalis1998b,
      author = {T. B. Trafalis and T. Mishina},
      title = {Production Planning Through a Scenario Analysis},
      booktitle = {Proceedings of the International Symposium on Manufacturing Strategy 1998},
      year = {1998},
      pages = {260-265}
    }
  • 1998: bibtex – document
    T. B. Trafalis, "An Incremental Primal-Dual Method for Nonlinear Programming Problems with Special Decomposable Structure," in Applied mathematical programming and modeling IV, Dordrecht, Netherlands, 1998.
    @INPROCEEDINGS{Trafalis1998,
      author = {T. B. Trafalis},
      title = {An Incremental Primal-Dual Method for Nonlinear Programming Problems with Special Decomposable Structure},
      booktitle = {Applied mathematical programming and modeling IV},
      year = {1998},
      editor = {H. Vladimirou and I. Maros and G. Mitra},
      address = {Dordrecht, Netherlands},
      publisher = {Kluwer Academic Publishers},
      url = {http://worldcat.org/oclc/214988460}
    }
  • 1998: bibtex – citations – document
    C. Jeyabalan, A. White, and T. B. Trafalis, "Statistical Analysis of Base Data from the WSR-88D Weather Radar and Description of Mesocyclone Features Using Neural Networks," in Proceedings of the 14th Conference on Probability and Statistics in the Atmospheric Sciences, Boston, MA, USA, 1998, p. j93-j96.
    @INPROCEEDINGS{Jeyabalan1998,
      author = {C. Jeyabalan and A. White and T. B. Trafalis},
      title = {Statistical Analysis of Base Data from the WSR-88D Weather Radar and Description of Mesocyclone Features Using Neural Networks},
      booktitle = {Proceedings of the 14th Conference on Probability and Statistics in the Atmospheric Sciences},
      year = {1998},
      pages = {J93-J96},
      address = {Boston, MA, USA},
      publisher = {American Meteorological Society},
      citeseerurl = {http://scholar.google.com/scholar?cites=5169803262134425306},
      url = {http://worldcat.org/oclc/38845761}
    }
  • 1998: bibtex – document
    T. B. Trafalis and S. Kasap, "Differential-algebraic equations in primal dual interior point methods for linear programming problems," in Intelligent Engineering Systems Through Artificial Neural Networks, New York, NY, USA, 1998, pp. 323-328.
    @INPROCEEDINGS{Trafalis1998a,
      author = {T. B. Trafalis and S. Kasap},
      title = {Differential-algebraic equations in primal dual interior point methods for linear programming problems},
      booktitle = {Intelligent Engineering Systems Through Artificial Neural Networks},
      year = {1998},
      editor = {C. H. Dagli},
      volume = {8},
      pages = {323-328},
      address = {New York, NY, USA},
      publisher = {ASME Press},
      url = {http://worldcat.org/oclc/40450795}
    }
  • 1997: bibtex – citations – document
    T. B. Trafalis, N. P. Couellan, P. -I. Li, G. Stumpf, and A. White, "Affine scaling neural network training algorithm for prediction of tornados," in Intelligent Engineering Systems Through Artificial Neural Networks, New York, NY, USA, 1997, pp. 213-218.
    @INPROCEEDINGS{Trafalis1997c,
      author = {T. B. Trafalis and N. P. Couellan and P.-I Li and G. Stumpf and A. White},
      title = {Affine scaling neural network training algorithm for prediction of tornados},
      booktitle = {Intelligent Engineering Systems Through Artificial Neural Networks},
      year = {1997},
      editor = {C. H. Dagli},
      pages = {213-218},
      address = {New York, NY, USA},
      publisher = {ASME Press},
      citeseerurl = {http://scholar.google.com/scholar?cites=11333250371748983916},
      url = {http://worldcat.org/oclc/38053547}
    }
  • 1997: bibtex – citations – document
    T. B. Trafalis, N. P. Couellan, and S. C. Bertrand, "Training of supervised neural networks via a nonlinear primal-dual interior-point method," in Proceedings of the 1997 IEEE International Conference on Neural Networks, Piscataway, NJ, USA, 1997, pp. 2017-2021.
    @INPROCEEDINGS{Trafalis1997b,
      author = {T. B. Trafalis and N. P. Couellan and S. C. Bertrand},
      title = {Training of supervised neural networks via a nonlinear primal-dual interior-point method},
      booktitle = {Proceedings of the 1997 IEEE International Conference on Neural Networks},
      year = {1997},
      volume = {3},
      pages = {2017-2021},
      address = {Piscataway, NJ, USA},
      publisher = {IEEE},
      citeseerurl = {http://scholar.google.com/scholar?cites=4691433335092473221},
      doi = {10.1109/ICNN.1997.614210}
    }
  • 1997: bibtex – document
    Z. Yu, F. T. Sparrow, and T. B. Trafalis, "Proposed fast algorithm for security constrained economic dispatch in case of energy exchange and wheeling," in 59th American power conference: Papers, Chicago, IL, USA, 1997, pp. 371-376.
    @INPROCEEDINGS{Yu1997,
      author = {Z. Yu and F. T. Sparrow and T. B. Trafalis},
      title = {Proposed fast algorithm for security constrained economic dispatch in case of energy exchange and wheeling},
      booktitle = {59th American power conference: Papers},
      year = {1997},
      pages = {371-376},
      address = {Chicago, IL, USA},
      publisher = {Illinois Institute of Technology},
      url = {http://worldcat.org/oclc/35539121}
    }
  • 1997: bibtex – document
    T. B. Trafalis and M. Milatovic, "Radial basis function networks for effective approximation of multiple criteria decision maker’s utility functions," in Intelligent Engineering Systems Through Artificial Neural Networks, New York, NY, USA, 1997, pp. 953-958.
    @INPROCEEDINGS{Trafalis1997e,
      author = {T. B. Trafalis and M. Milatovic},
      title = {Radial basis function networks for effective approximation of multiple criteria decision maker's utility functions},
      booktitle = {Intelligent Engineering Systems Through Artificial Neural Networks},
      year = {1997},
      editor = {C. H. Dagli},
      volume = {7},
      pages = {953-958},
      address = {New York, NY, USA},
      publisher = {ASME Press},
      url = {http://worldcat.org/oclc/38053547}
    }
  • 1997: bibtex – document
    T. B. Trafalis, "Genetic algorithms in neural network training and applications to breast cancer diagnosis," in Intelligent Engineering Systems Through Artificial Neural Networks, New York, NY, USA, 1997, pp. 409-414.
    @INPROCEEDINGS{Trafalis1997,
      author = {T. B. Trafalis},
      title = {Genetic algorithms in neural network training and applications to breast cancer diagnosis},
      booktitle = {Intelligent Engineering Systems Through Artificial Neural Networks},
      year = {1997},
      editor = {C. H. Dagli},
      volume = {7},
      pages = {409-414},
      address = {New York, NY, USA},
      publisher = {ASME Press},
      url = {http://worldcat.org/oclc/38053547}
    }
  • 1996: bibtex – document
    T. B. Trafalis, N. P. Couellan, and S. C. Bertrand, "Training of Supervised Neural Networks via a Primal-Dual Interior Point Method for Nonlinear Programming," in Proceedings of the 10th Mid-America Symposium on Emerging Computer Technologies 1996, Norman, OK, USA, 1996, pp. 21-25.
    @INPROCEEDINGS{Trafalis1996b,
      author = {T. B. Trafalis and N. P. Couellan and S. C. Bertrand},
      title = {Training of Supervised Neural Networks via a Primal-Dual Interior Point Method for Nonlinear Programming},
      booktitle = {Proceedings of the 10th Mid-America Symposium on Emerging Computer Technologies 1996},
      year = {1996},
      editor = {J. Y. Cheung},
      pages = {21-25},
      address = {Norman, OK, USA},
      publisher = {Oklahoma Center for Continuing Education},
      url = {http://worldcat.org/oclc/45725463}
    }
  • 1996: bibtex – document
    T. B. Trafalis and T. A. Tutunji, "Training of artificial neural networks via a barrier function method with L1 norm," in Intelligent Engineering Systems Through Artificial Neural Networks, New York, NY, USA, 1996, pp. 85-90.
    @INPROCEEDINGS{Trafalis1996e,
      author = {T. B. Trafalis and T. A. Tutunji},
      title = {Training of artificial neural networks via a barrier function method with L1 norm},
      booktitle = {Intelligent Engineering Systems Through Artificial Neural Networks},
      year = {1996},
      editor = {C. H. Dagli},
      volume = {6},
      pages = {85-90},
      address = {New York, NY, USA},
      publisher = {ASME Press},
      url = {http://worldcat.org/oclc/36321034}
    }
  • 1996: bibtex – document
    J. -H. Zhu, M. M. Zaman, and T. B. Trafalis, "Prediction of shear stress-strain behavior of soil with recurrent neural network," in Intelligent Engineering Systems Through Artificial Neural Networks, New York, NY, USA, 1996, pp. 809-814.
    @INPROCEEDINGS{Zhu1996,
      author = {J.-H. Zhu and M. M. Zaman and T. B. Trafalis},
      title = {Prediction of shear stress-strain behavior of soil with recurrent neural network},
      booktitle = {Intelligent Engineering Systems Through Artificial Neural Networks},
      year = {1996},
      editor = {C. H. Dagli},
      volume = {6},
      pages = {809-814},
      address = {New York, NY, USA},
      publisher = {ASME Press},
      url = {http://worldcat.org/oclc/36321034}
    }
  • 1996: bibtex – citations – document
    T. B. Trafalis and N. P. Couellan, "Neural network training via a primal-dual interior point method for nonlinear programming," in World Congress on Neural Networks: International Neural Network Society 1996 Annual Meeting, Mahwah, NJ, USA, 1996, pp. 201-204.
    @INPROCEEDINGS{Trafalis1996a,
      author = {T. B. Trafalis and N. P. Couellan},
      title = {Neural network training via a primal-dual interior point method for nonlinear programming},
      booktitle = {World Congress on Neural Networks: International Neural Network Society 1996 Annual Meeting},
      year = {1996},
      pages = {201-204},
      address = {Mahwah, NJ, USA},
      publisher = {L. Erlbaum},
      citeseerurl = {http://scholar.google.com/scholar?cites=12839963991759303550},
      url = {http://worldcat.org/oclc/36722421}
    }
  • 1996: bibtex – citations – document
    T. B. Trafalis and S. Kasap, "Affine scaling scatter search approach for continuous global optimization problems," in Intelligent Engineering Systems Through Artificial Neural Networks, New York, NY, USA, 1996, pp. 1027-1032.
    @INPROCEEDINGS{Trafalis1996c,
      author = {T. B. Trafalis and S. Kasap},
      title = {Affine scaling scatter search approach for continuous global optimization problems},
      booktitle = {Intelligent Engineering Systems Through Artificial Neural Networks},
      year = {1996},
      editor = {C. H. Dagli},
      volume = {6},
      pages = {1027-1032},
      address = {New York, NY, USA},
      publisher = {ASME Press},
      citeseerurl = {http://scholar.google.com/scholar?cites=1884532052687515542},
      url = {http://worldcat.org/oclc/36321034}
    }
  • 1995: bibtex
    T. B. Trafalis and N. P. Couellan, "Neural Network Training Via a Trust Region Algorithm for Quadratic Programming," in Proceedings of the 9th Mid-America Symposium on Emerging Technologies 1995, Norman, OK, USA, 1995, pp. 23-28.
    @INPROCEEDINGS{Trafalis1995c,
      author = {T. B. Trafalis and N. P. Couellan},
      title = {Neural Network Training Via a Trust Region Algorithm for Quadratic Programming},
      booktitle = {Proceedings of the 9th Mid-America Symposium on Emerging Technologies 1995},
      year = {1995},
      pages = {23-28},
      address = {Norman, OK, USA},
      publisher = {Oklahoma Center for Continuing Education}
    }
  • 1995: bibtex – document
    T. B. Trafalis, "Interior Point Algorithms in Supervised Neural Networks," in Applied mathematical programming and modeling III, Amsterdam, Netherlands, 1995, pp. 88-90.
    @INPROCEEDINGS{Trafalis1995,
      author = {T. B. Trafalis},
      title = {Interior Point Algorithms in Supervised Neural Networks},
      booktitle = {Applied mathematical programming and modeling III},
      year = {1995},
      editor = {I. Maros and G. Mitra and A. Sciomachen},
      pages = {88-90},
      address = {Amsterdam, Netherlands},
      publisher = {Baltzer Science},
      url = {http://worldcat.org/oclc/39740291}
    }
  • 1995: bibtex – document
    T. B. Trafalis and T. A. Tutunji, "A Stochastic logarithmic barrier function method for neural network training," in Intelligent Engineering Systems Through Artificial Neural Networks, New York, NY, USA, 1995, pp. 167-172.
    @INPROCEEDINGS{Trafalis1995e,
      author = {T. B. Trafalis and T. A. Tutunji},
      title = {A Stochastic logarithmic barrier function method for neural network training},
      booktitle = {Intelligent Engineering Systems Through Artificial Neural Networks},
      year = {1995},
      editor = {C. H. Dagli},
      volume = {5},
      pages = {167-172},
      address = {New York, NY, USA},
      publisher = {ASME Press},
      url = {http://worldcat.org/oclc/34062346}
    }
  • 1995: bibtex – citations – document
    T. B. Trafalis and I. Al-Harkan, "A Continuous Scatter Search Approach for Global Optimization," in Applied mathematical programming and modeling III, Amsterdam, Netherlands, 1995, pp. 91-94.
    @INPROCEEDINGS{Trafalis1995a,
      author = {T. B. Trafalis and I. Al-Harkan},
      title = {A Continuous Scatter Search Approach for Global Optimization},
      booktitle = {Applied mathematical programming and modeling III},
      year = {1995},
      editor = {I. Maros and G. Mitra and A. Sciomachen},
      pages = {91-94},
      address = {Amsterdam, Netherlands},
      publisher = {Baltzer Science},
      citeseerurl = {http://scholar.google.com/scholar?cites=17939492416916554881},
      url = {http://worldcat.org/oclc/39740291}
    }
  • 1995: bibtex – document
    T. B. Trafalis and N. P. Couellan, "An incremental nonlinear primal-dual algorithm and applications to artificial neural networks training," in Large scale systems : theory and applications, 1995, Oxford, UK, 1995.
    @INPROCEEDINGS{Trafalis1995b,
      author = {T. B. Trafalis and N. P. Couellan},
      title = {An incremental nonlinear primal-dual algorithm and applications to artificial neural networks training},
      booktitle = {Large scale systems : theory and applications, 1995},
      year = {1995},
      editor = {P. D. Roberts and J. E. Ellis},
      address = {Oxford, UK},
      publisher = {Pergamon},
      url = {http://worldcat.org/oclc/60261674}
    }
  • 1995: bibtex – document
    T. B. Trafalis and R. K. Parekh, "Primal-dual training of artificial neural networks with an Linfinity error," in Intelligent Engineering Systems Through Artificial Neural Networks, New York, NY, USA, 1995, pp. 233-238.
    @INPROCEEDINGS{Trafalis1995d,
      author = {T. B. Trafalis and R. K. Parekh},
      title = {Primal-dual training of artificial neural networks with an Linfinity error},
      booktitle = {Intelligent Engineering Systems Through Artificial Neural Networks},
      year = {1995},
      editor = {C. H. Dagli},
      volume = {5},
      pages = {233-238},
      address = {New York, NY, USA},
      publisher = {ASME Press},
      url = {http://worldcat.org/oclc/34062346}
    }
  • 1994: bibtex – citations – document
    S. Raman, B. Subramanian, and T. B. Trafalis, "Possible reevaluation of friction and wear in machining using fractals," in Tribology Symposium: presented at the Energy-Sources Technology Conference, New York, NY, USA, 1994, pp. 91-101.
    @INPROCEEDINGS{Raman1994,
      author = {S. Raman and B. Subramanian and T. B. Trafalis},
      title = {Possible reevaluation of friction and wear in machining using fractals},
      booktitle = {Tribology Symposium: presented at the Energy-Sources Technology Conference},
      year = {1994},
      pages = {91-101},
      address = {New York, NY, USA},
      publisher = {ASME Press},
      citeseerurl = {http://scholar.google.com/scholar?cites=3606699608114332776},
      url = {http://worldcat.org/oclc/32567728}
    }
  • 1994: bibtex – citations – document
    T. B. Trafalis and T. A. Tutunji, "A quasi-Newton barrier function algorithm for artificial neural network training with bounded weights," in Intelligent Engineering Systems Through Artificial Neural Networks, New York, NY, USA, 1994, pp. 161-166.
    @INPROCEEDINGS{Trafalis1994a,
      author = {T. B. Trafalis and T. A. Tutunji},
      title = {A quasi-Newton barrier function algorithm for artificial neural network training with bounded weights},
      booktitle = {Intelligent Engineering Systems Through Artificial Neural Networks},
      year = {1994},
      editor = {C. H. Dagli},
      volume = {4},
      pages = {161-166},
      address = {New York, NY, USA},
      publisher = {ASME Press},
      citeseerurl = {http://scholar.google.com/scholar?cites=3138999198780319692},
      url = {http://worldcat.org/oclc/31721630}
    }
  • 1994: bibtex – document
    T. B. Trafalis and Z. Yu, "A new optimization model for minimizing the cost of electric power wheeling in multiple control areas," in 56th American power conference: Papers, Chicago, IL, USA, 1994, pp. 17-22.
    @INPROCEEDINGS{Trafalis1994b,
      author = {T. B. Trafalis and Z. Yu},
      title = {A new optimization model for minimizing the cost of electric power wheeling in multiple control areas},
      booktitle = {56th American power conference: Papers},
      year = {1994},
      pages = {17-22},
      address = {Chicago, IL, USA},
      publisher = {Illinois Institute of Technology},
      url = {http://worldcat.org/oclc/83209954}
    }
  • 1994: bibtex – citations – document
    T. B. Trafalis and N. P. Couellan, "Neural network training via a primal-dual interior point method for linear programming," in World Congress on Neural Networks: 1994 International Neural Network Society Annual Meeting, Hillsdale, NJ, USA, 1994, pp. 798-803.
    @INPROCEEDINGS{Trafalis1994,
      author = {T. B. Trafalis and N. P. Couellan},
      title = {Neural network training via a primal-dual interior point method for linear programming},
      booktitle = {World Congress on Neural Networks: 1994 International Neural Network Society Annual Meeting},
      year = {1994},
      pages = {798-803},
      address = {Hillsdale, NJ, USA},
      publisher = {L. Erlbaum},
      citeseerurl = {http://scholar.google.com/scholar?cites=6684871103387350822},
      url = {http://worldcat.org/oclc/31113714}
    }
  • 1993: bibtex – citations – document
    T. B. Trafalis and D. B. Sieger, "Training of multi-layer feedforward artificial neural networks by a logarithmic barrier function adaptation scheme," in Intelligent Engineering Systems Through Artificial Neural Networks, New York, NY, USA, 1993, pp. 167-173.
    @INPROCEEDINGS{Trafalis1993,
      author = {T. B. Trafalis and D. B. Sieger},
      title = {Training of multi-layer feedforward artificial neural networks by a logarithmic barrier function adaptation scheme},
      booktitle = {Intelligent Engineering Systems Through Artificial Neural Networks},
      year = {1993},
      editor = {C. H. Dagli},
      volume = {3},
      pages = {167-173},
      address = {New York, NY, USA},
      publisher = {ASME Press},
      citeseerurl = {http://scholar.google.com/scholar?cites=7623090935362645961},
      url = {http://worldcat.org/oclc/29546367}
    }
  • 1992: bibtex – document
    A. B. Badiru, L. Gruenwald, and T. B. Trafalis, "A New Search Technique for Artificial Intelligence Systems," in Proceedings of the 6th Oklahoma Symposium on Artificial Intelligence, Norman, OK, USA, 1992, pp. 91-96.
    @INPROCEEDINGS{Badiru1992,
      author = {A. B. Badiru and L. Gruenwald and T. B. Trafalis},
      title = {A New Search Technique for Artificial Intelligence Systems},
      booktitle = {Proceedings of the 6th Oklahoma Symposium on Artificial Intelligence},
      year = {1992},
      pages = {91-96},
      address = {Norman, OK, USA},
      publisher = {Oklahoma Center for Artificial Intelligence},
      url = {http://worldcat.org/oclc/40109175}
    }
  • 1990: bibtex – citations
    T. L. Morin, B. Haas, and T. B. Trafalis, "Implementation of an interior point algorithm for multiobjective optimization," in Proceedings of the ORSA/TIMS Joint National Meeting, Las Vegas, NV, USA, 1990.
    @INPROCEEDINGS{Morin1990,
      author = {T. L. Morin and B. Haas and T. B. Trafalis},
      title = {Implementation of an interior point algorithm for multiobjective optimization},
      booktitle = {Proceedings of the ORSA/TIMS Joint National Meeting},
      year = {1990},
      address = {Las Vegas, NV, USA},
      citeseerurl = {http://scholar.google.com/scholar?cites=4854073843288359415}
    }
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