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  • 2002

    Feature scaling in support vector data description

    Juszczak, P., Tax, DMJ. & Duin, RPW., 2002, Proceedings ASCI 2002. Deprettere, EF., Belloum, A., Heijnsdijk, JWJ. & van der Stappen, F. (eds.). Delft: ASCI, p. 95-102 8 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientific

  • Kernel Whitening for One-Class Classification

    Tax, DMJ. & Juszczak, P., 2002, Pattern Recognition with Support Vector Machines, Proceedings SVM2002. Lee, S-W. & Verri, A. (eds.). Berlin: Springer, p. 40-52 13 p. (Lecture Notes in Computer Science; vol. 2388).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

    19 Citations (Scopus)
  • On combining one-class classifiers for image database retrieval

    Lai, C., Tax, DMJ., Duin, RPW., Pekalska, EM. & Paclik, P., 2002, Multiple Classifier Systems, Proceedings. Roli, F. & Kittler, J. (eds.). Berlin: Springer, p. 212-221 10 p. (Lecture Notes in Computer Science; vol. 2364).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

    22 Citations (Scopus)
  • Using Two-Class Classifiers for Multiclass Classification

    Tax, DMJ. & Duin, RPW., 2002, ICPR16, Proceedings. Kasturi, R., Laurendeau, D. & Suen, C. (eds.). Los Alamitos, CA: IEEE , p. 124-127 4 p. (International Conference on Pattern Recognition; vol. 2).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

    183 Citations (Scopus)
  • 2001

    Combining One-Class Classifiers.

    Tax, DMJ. & Duin, RPW., 2001, Multiple Classifier Systems, Proceedings Second International Workshop MCS 2001.. Kittler, J. & Roli, F. (eds.). Berlin: Springer, p. 299-308 10 p. (Lecture Notes in Computer Science; vol. 2096).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

    139 Citations (Scopus)
  • Outliers and data descriptions.

    Tax, DMJ. & Duin, RPW., 2001, Proc. ASCI 2001, 7th Annual Conf. of the Advanced School for Computing and Imaging.. Lagendijk, RL., Heijnsdijk, JWJ., Pimentel, AD. & Wilkinson, MHF. (eds.). Delft: ASCI, p. 234-241 8 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientific

  • 2000

    Data Description in Subspaces.

    Tax, DMJ. & Duin, RPW., 2000, ICPR15, Proc. 15th Int. Conference on Pattern Recognition. Sanfeliu, A., Villanueva, JJ., Vanrell, M., Alquezar, R., Jain, AK. & Kittler, J. (eds.). Los Alamitos: IEEE , p. 672-675 4 p. (International Conference on Pattern Recognition; vol. 2).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientific

    55 Citations (Scopus)
  • Experiments with Classifier Combining Rules.

    Duin, RPW. & Tax, DMJ., 2000, Multiple Classifier Systems (Proc. First International Workshop, MCS 2000). Kittler, J. & Roli, F. (eds.). Berlijn: Springer, p. 16-29 14 p. (Lecture Notes in Computer Science; vol. 1857).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientific

    205 Citations (Scopus)
  • Image Database Retrieval with Support Vector Data Descriptions.

    Tax, DMJ., Duin, RPW. & Messer, K., 2000, Proc. ASCI 2000, 6th Annual Conf. of the Advanced School for Computing and Imaging. van Vliet, LJ., Heijnsdijk, JWJ., Kielman, T. & Knijnenburg, PMW. (eds.). Delft: ASCI, p. 134-140 7 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientific

  • 1999

    Data domain description using support vectors

    Tax, DMJ. & Duin, RPW., 1999, Proc. European Symposium on Artificial Neural Networks. Verleysen, M. (ed.). Brussels: D-Facto, p. 251-257 7 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientific

  • Pump failure detection using support vector data descriptions

    Tax, DMJ., Ypma, A. & Duin, RPW., 1999, Advances in Intelligent Data Analysis. Hand, DJ., Kok, JN. & Berthold, MR. (eds.). Berlin: Springer, p. 415-425 11 p. (Lecture Notes in Computer Science; vol. 1642).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientific

    51 Citations (Scopus)
  • Robust machine fault detection with Independent Component Analysis and Support Vector Data Description

    Ypma, A., Tax, DMJ. & Duin, RPW., 1999, Neural Networks for Signal Processing IX. Larsen, J., Hu, YH., Wilson, E. & Douglas, S. (eds.). New York: IEEE Society, p. 67-76 10 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientific

    50 Citations (Scopus)
  • Support vector data description applied to machine vibration analysis

    Tax, DMJ., Ypma, A. & Duin, RPW., 1999, ASCI'99, Proc. 5th Annual Conference of the Advanced School for Computing and Imaging. Kaandorp, JA., Boasson, M., Tonino, JFM. & Vosselman, MG. (eds.). Delft: ASCI, p. 398-405 8 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientific

  • Technological challenges in defect detection for metal strip; pattern recognition algorithms

    Jonker, PP., Duin, RPW., de Ridder, D., Ligteringen, R. & Tax, DMJ., 1999, The 1st Sino-European Symposium on Quality Control of High-Grade Steel. Qing, G. & Kaiser, S. (eds.). Beijing: University of Science and Technology Beijing, p. 38-40 3 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientific

  • 1998

    An experimental comparison of one-class classification methods

    de Ridder, D., Tax, DMJ. & Duin, RPW., 1998, Proc. ASCI'98, 4th Annual Conf. of the Advanced School for Computing and Imaging. Haar Romeny, BM., Epema, DHJ., Tonino, JFM. & Wolters, AA. (eds.). p. 213-218 6 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientific

  • Classifier conditional posterior probabilities

    Duin, RPW. & Tax, DMJ., 1998, Advances in Pattern Recognition. Amin, A., Dori, D., Pudil, P. & Freeman, H. (eds.). Berlin, Heidelberg: Springer, p. 611-619 9 p. (Lecture Notes in Computer Science; vol. 1451).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientific

    61 Citations (Scopus)
  • Outlier detection using classifier instability

    Tax, DMJ. & Duin, RPW., 1998, Advances in Pattern Recognition. Amin, A., Dori, D., Pudil, P. & Freeman, H. (eds.). Berlin, Heidelberg: Springer, p. 593-601 9 p. (Lecture Notes in Computer Science; vol. 1451).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientific

    64 Citations (Scopus)
  • 1997

    Between ship noise and gas leak: reliable gas leak detection

    Ypma, A., Tax, DMJ. & Duin, RPW., 1997, Neural Networks: Best Practice in Europe. Kappen, SGB. (ed.). Singapore: World Scientific, p. 157-160 4 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientific

  • Combining classifiers for the recognition of handwritten digits

    Breukelen, M., Duin, RPW., Tax, DMJ. & den Hartog, JE., 1997, Proc. 1st International Workshop Statistical Techniques in Pattern Recognition. Pudil, JNP. & Grim, J. (eds.). p. 13-18 6 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientific

  • Comparison between product and mean classifier combination rules

    Tax, DMJ., Duin, RPW. & Breukelen, M., 1997, Proc. 1st International Workshop Statistical Techniques in Pattern Recognition. Pudil, JNP. & Grim, J. (eds.). p. 165-170 6 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientific

  • Featureless Classification (invited paper)

    Duin, RPW., de Ridder, D. & Tax, DMJ., 1997, Proc. 1st International Workshop Statistical Techniques in Pattern Recognition. Pudil, JNP. & Grim, J. (eds.). p. 37-42 6 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientific

  • Support vector classifiers: A first look

    Tax, DMJ., de Ridder, D. & Duin, RPW., 1997, ASCI'97, Proc. 3rd Annual Conference of the Advanced School for Computing and Imaging. Bal, HCHE., Jonker, PP. & Tonino, JFM. (eds.). Delft: ASCI, p. 253-258 6 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientific

  • The use of neural network tools in statistical pattern recognition

    Duin, RPW., Frietman, EEE., Hoekstra, A., Ligteringen, R., de Ridder, D., Skurichina, M., Tax, DMJ. & Ypma, A., 1997, Neural Networks: Best Practice in Europe. Kappen, SGB. (ed.). Singapore: World Scientific, p. 165-168 4 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientific