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Stephan Dreiseitl

FH-Prof. PD DI Dr.

    • Source: Scopus
    • Calculated based on no. of publications stored in Pure and citations from Scopus
    1993 …2019

    Research activity per year

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    • 2019

      Towards more efficient multiclass AUC computations

      Dreiseitl, S., 2019, 31st European Modeling and Simulation Symposium, EMSS 2019. Affenzeller, M., Bruzzone, A. G., Longo, F. & Pereira, G. (eds.). DIME UNIVERSITY OF GENOA, p. 327-331 5 p. (31st European Modeling and Simulation Symposium, EMSS 2019).

      Research output: Chapter in Book/Report/Conference proceedingsConference contributionpeer-review

    • 2018

      Evaluating Novel Features for Aggressive Language Detection

      Schuh, T. & Dreiseitl, S., 2018, Speech and Computer - 20th International Conference, SPECOM 2018, Proceedings. Potapova, R., Jokisch, O. & Karpov, A. (eds.). Springer, p. 585-595 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11096 LNAI).

      Research output: Chapter in Book/Report/Conference proceedingsConference contributionpeer-review

    • Evaluating parallel minibatch training for machine learning applications

      Dreiseitl, S., 2018, Computer Aided Systems Theory – EUROCAST 2017 - 16th International Conference, Revised Selected Papers. Moreno-Diaz, R., Quesada-Arencibia, A. & Pichler, F. (eds.). Springer, p. 400-407 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10671 LNCS).

      Research output: Chapter in Book/Report/Conference proceedingsConference contributionpeer-review

    • 2015

      A symbolic regression based scoring system improving peptide identification for MS Amanda

      Dorfer, V., Maltsev, S., Dreiseitl, S., Mechtler, K. & Winkler, S. M., 11 Jul 2015, GECCO 2015 - Companion Publication of the 2015 Genetic and Evolutionary Computation Conference. Silva, S. (ed.). Association for Computing Machinery, Inc, p. 1335-1341 7 p. (GECCO 2015 - Companion Publication of the 2015 Genetic and Evolutionary Computation Conference).

      Research output: Chapter in Book/Report/Conference proceedingsConference contributionpeer-review

    • Using smart grid data to predict next-day energy consumption and photovoltaic production

      Dreiseitl, S., Vieider, A. & Larch, C., 2015, Computer Aided Systems Theory – EUROCAST 2015 - 15th International Conference, Revised Selected Papers. Pichler, F., Moreno-Díaz, R. & Quesada-Arencibia, A. (eds.). Springer, p. 228-235 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9520).

      Research output: Chapter in Book/Report/Conference proceedingsConference contributionpeer-review

    • 2013

      Feature selection for unsupervised learning via comparison of distance matrices

      Dreiseitl, S., 2013, Computer Aided Systems Theory, EUROCAST 2013 - 14th International Conference, Revised Selected Papers. PART 1 ed. Springer, p. 203-210 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8111 LNCS, no. PART 1).

      Research output: Chapter in Book/Report/Conference proceedingsConference contributionpeer-review

    • Prediction of metastatic events in patients with cutaneous melanoma

      Scheibboeck, C., Huber, P., Weber, S., Harmankaya, K., Nemecek, R., Weingast, J., Binder, M., Mehl, T., Schuh, C. & Dreiseitl, S., 2013, Proceedings of eTELEMED2013. IARIA XPS Press, p. 220-223

      Research output: Chapter in Book/Report/Conference proceedingsConference contributionpeer-review

    • 2012

      Effects of data grouping on calibration measures of classifiers

      Dreiseitl, S. & Osl, M., 2012, Computer Aided Systems Theory, EUROCAST 2011 - 13th International Conference, Revised Selected Papers. PART 1 ed. p. 359-366 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6927 LNCS, no. PART 1).

      Research output: Chapter in Book/Report/Conference proceedingsConference contributionpeer-review

      1 Citation (Scopus)
    • Testing the calibration of classification models from first principles

      Dreiseitl, S. & Osl, M., 2012, Proceedings of the AMIA Annual Fall Symposium 2012. Vol. 2012. p. 164-169 6 p.

      Research output: Chapter in Book/Report/Conference proceedingsConference contributionpeer-review

      7 Citations (Scopus)
    • 2011

      Early diagnosis of acute myocardial infarction using kernel methods

      Osl, M. & Dreiseitl, S., 2011, Proceedings of the 8th IASTED International Conference on Biomedical Engineering, Biomed 2011. p. 175-180 6 p. (Proceedings of the 8th IASTED International Conference on Biomedical Engineering, Biomed 2011).

      Research output: Chapter in Book/Report/Conference proceedingsConference contributionpeer-review

    • Effect of reject option on classifier performance

      Dreiseitl, S. & Osl, M., 2011, 23rd European Modeling and Simulation Symposium, EMSS 2011. p. 176-180 5 p. (23rd European Modeling and Simulation Symposium, EMSS 2011).

      Research output: Chapter in Book/Report/Conference proceedingsConference contributionpeer-review

    • 2010

      Prediction of metastatic disease by computer aided interpretation of tumour markers in patients with malignant melanoma: a feasibility study

      Scheibboeck, C., Mehl, T., Rafolt, D., Dreiseitl, S., Schlager, K., Weingast, J. & Binder, M., 2010, Proceedings of ehealth 2010. p. 161-166

      Research output: Chapter in Book/Report/Conference proceedingsConference contribution

    • 2009

      Applicability of mobile phones for teledermatology: a pilot study

      Scheibboeck, C., Dreiseitl, S. & Binder, M., 2009, Proceedings of the International Conference on Health Informatics—HEALTHINF 2009. p. 474-477

      Research output: Chapter in Book/Report/Conference proceedingsConference contribution

    • Data processing beyond visual interpretation

      Dreiseitl, S., 2009, Proceedings of the 10th International Congress of Dermatology. Medimont, p. 81-86

      Research output: Chapter in Book/Report/Conference proceedingsConference contributionpeer-review

    • Feature selection based on pairwise classification performance

      Dreiseitl, S. & Osl, M., 2009, Computer Aided Systems Theory, EUROCAST 2009 - 12th International Conference, Revised Selected Papers. p. 769-776 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5717 LNCS).

      Research output: Chapter in Book/Report/Conference proceedingsConference contribution

      7 Citations (Scopus)
    • Modeling of standardized data entry in dermoscopy

      Dreiseitl, S., Auracher, K., Puig, S. & Malvehy, J., 2009, Proceedings of 21st European Modeling and Simulation Symposium EMSS 2009. DIPTEM University of Genova, p. 184-188

      Research output: Chapter in Book/Report/Conference proceedingsConference contributionpeer-review

    • 2008

      On the Combination of Logistic Regression and Local Probability Estimates

      Osl, M., Baumgartner, C., Tilg, B. & Dreiseitl, S., 2008, Proceedings - 3rd International Conference on Broadband Communications, Informatics and Biomedical Applications, BroadCom 2008. p. 124-128 5 p. 4696097. (Proceedings - 3rd International Conference on Broadband Communications, Informatics and Biomedical Applications, BroadCom 2008).

      Research output: Chapter in Book/Report/Conference proceedingsConference contributionpeer-review

      2 Citations (Scopus)
    • 2007

      Training Multiclass Classifiers by Maximizing the Volume under the ROC Surface

      Dreiseitl, S., 2007, Computer Aided Systems Theory - EUROCAST 2007 - 11th International Conference on Computer Aided Systems Theory, Revised Selected Papers. IUCTC Las Palmas de Gran Canaria, p. 878-885 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4739 LNCS).

      Research output: Chapter in Book/Report/Conference proceedingsConference contributionpeer-review

      2 Citations (Scopus)
    • 2006

      A note on solution sizes in the haplotype tagging snps problem

      Vinterbo, S. & Dreiseitl, S., 2006, International Mediterranean Modelling Multiconference, IMM. p. 659-663 5 p. (International Mediterranean Modelling Multiconference, I3M).

      Research output: Chapter in Book/Report/Conference proceedingsConference contributionpeer-review

    • 2005

      Evidence-Based Therapy Planning

      Jacak, W., Pröll, K. & Dreiseitl, S., 2005, Proceedings of FH Science Day 2005. Shaker Verlag, p. 48-53

      Research output: Chapter in Book/Report/Conference proceedingsConference contribution

    • 2004

      A testing procedure for htSNP approximation algorithms

      Vinterbo, S., Dreiseitl, S. & Ohno-Machado, L., 2004, Proceedings of the Workshop on Intelligent Data Analysis in Medicine and Pharmacology. p. 101-105

      Research output: Chapter in Book/Report/Conference proceedingsConference contributionpeer-review

    • 2001

      Conflict management in multiagent robotic system: FSM and fuzzy logic approach

      Jacak, W., Pröll, K., Dreiseitl, S. & Rozenblit, J., 2001, Proceedings of IEEE Intern. Conference System Man Cybernetics SMC'2001. IEEE Computer Society Press, Vol. 3. p. 1593-1598 6 p. (Proceedings of the IEEE International Conference on Systems, Man and Cybernetics).

      Research output: Chapter in Book/Report/Conference proceedingsConference contributionpeer-review

      2 Citations (Scopus)
    • 1997

      Lifelong learning approach to intelligent agents modeling

      Jacak, W. & Dreiseitl, S., 1997, Computer Aided Systems Theory - EUROCAST 1997 - A Selection of Papers from the 6th International Workshop on Computer Aided Systems Theory, Proceedings. Pichler, F. & Moreno-Diaz, R. (eds.). Springer, p. 367-379 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1333).

      Research output: Chapter in Book/Report/Conference proceedingsConference contributionpeer-review

    • 1996

      Hybrid evolutionary programming: The tools for CAST

      Jacak, W. & Dreiseitl, S., 1996, Computer Aided Systems Theory - EUROCAST 1995 - A Selection of Papers from the 5th International Workshop on Computer Aided Systems Theory, 1995, Proceedings. Pichler, F., Moreno-Diaz, R. & Albrecht, R. (eds.). Springer, p. 289-304 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1030).

      Research output: Chapter in Book/Report/Conference proceedingsConference contributionpeer-review

    • 1993

      Automatic generation of C++ code for neural network simulation

      Dreiseitl, S. & Wang, D., 1993, New Trends in Neural Computation - International Workshop on Artificial Neural Networks, IWANN 1993, Proceedings. Mira, J., Cabestany, J. & Prieto, A. (eds.). Springer, p. 358-363 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 686).

      Research output: Chapter in Book/Report/Conference proceedingsConference contributionpeer-review

      1 Citation (Scopus)
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