Golz_Publications

Refereed Contributions

Golz, M.; Sommer, D; Automatic Knowledge Extraction: Fusion of Human Expert Ratings and Biosignal Features for Fatigue Monitoring Applications; in: Mandic, D.; Golz, M.; Kuh, A.; Obradovic, D.; Tanaka, T. (eds.), Signal Processing Techniques for Knowledge Extraction and Information Fusion, 297-314, Springer New York, ISBN: 0-387-74366-9; 2008
Golz, M; Sommer; D; Feature Reduction in Biosignal Processing; Proc 1st Int Conf Cognitive Neurodynamics (ICCN 2007), 4-07-0043, Shanghai, China; 2007
Golz, M; Sommer; D; Holzbrecher, M; Schnupp, T; Detection and Prediction of Driver’s Microsleep Events; Proc 14th Int Conf Road Safety on Four Continents; Bangkok, Thailand; 2007
Schirmer, S; Heinze, C; Golz, M; Self-Organization of Human Sleep Wake Cycle under Influence of Shift Work and Trans-Meridian Flights; Proc Ann Conf Biomed Techn (BMT 2007), Aachen, Germany; Sept 2007; 2 pages on CD
Schnupp, T; Holzbrecher, M; Golz, M; Inter- and Intra-Subject Variability in Posturography; Proc Ann Conf Biomed Techn (BMT 2007), Aachen, Germany; Sept 2007; 2 pages on CD
Holzbrecher, M; Schnupp, T; Sommer, D; Golz, M; The Usefulness of Delay Vector Variance for Microsleep Detection; Proc Ann Conf Biomed Techn (BMT 2007), Aachen, Germany; Sept 2007; 2 pages on CD
Sommer, D; Golz, M; Trutschel, U; Feature Reduction of the EEG in the Spectral Domain; Proc Ann Conf Biomed Techn (BMT 2007), Aachen, Germany; Sept 2007; 2 pages on CD
Trutschel, U; Unger, A; Menges, B; Langbein, U; Golz, M; Schnupp, T; Anwendung von Neuronalen Netzen zur Charakterisierung optischer Schichtsysteme; Proc 108th Ann Conf German Soc Applied Optics (DGAO 2007)
Golz, M; Sommer; D; Schnupp, T; Holzbrecher, M; Mandic, DM; Detection of Microsleep Events - Data Reduction or Data Fusion?; Proc. 2^nd Int Conf Monitoring Sleep and Sleepiness with New Sensors within Medical and Industrial Applications (SENSATION 2007), Chania, Greece, 2007
Sommer; D; Golz, M; Feature Reduction for Microsleep Detection; Proc 52nd Int Sci Coll (IWK-2007), Techn Univ Ilmenau, Germany; Vol I, 77-82, ISBN 978-3-939473-17-6
Golz, M; Sommer; D; Chen, M; Trutschel, U; Mandic, DM; Feature Fusion for the Detection of Microsleep Events; J VLSI Signal Proc Syst, 49 (2007) 329-342
Golz, M; Sommer, D; The Performance of LVQ Based Automatic Relevance Determination Applied to Spontaneous Biosignals; Gabrys, B.; Howlett, R.J.; Jain, L.C. (Eds.), Proc. 10th Int Conf Knowledge-Based & Intell. Inform. Engin. Syst. (KES 2006), Bournemouth, UK; Part III, LNAI Vol. 4253, Springer, Berlin, 2006, 1256-1263
Golz, M; Sommer, D; Kurella, B; Discriminatory Analysis of the EEG in Sleep Stage 2 Prior To and Following Evoked K-Complexes; Proc Ann Conf Biomed Techn (BMT 2006), Zurich, Switzerland, V125 (2 pages on CD)
Chen, M; Sommer, D; Goh, S; Gautama, T; Obradovic, D; Golz, M; Morrell, M; Wang, H; Mandic, D; A Novel Tool for Sequential Fusion of Nonlinear Features: A Sleep Psychology Application; Proc IEEE Int Conf Multisensor Fusion and Integration for Intell. Syst.; Heidelberg, Germany, 2006, 474-478
Golz, M; Sommer, D; Mandic, D; Establishing a Gold Standard for Drivers Microsleep Detection; Proc. Int Conf Monitoring Sleep and Sleepiness - From Physiology to New Sensors (SENSATION 2006), Basel, Switzerland, 2006, 2 9 (Best Poster Award)
Sirois, B; Trutschel, U; Golz, M; Sommer, D; Multiple Measures of Driver Drowsiness - A Correlation Study; Proc. Int Conf Monitoring Sleep and Sleepiness - From Physiology to New Sensors (SENSATION 2006), Basel, Switzerland, 2006, 28
Sommer, D; Golz, M; A Comparison of Validation Methods for Learning Vector Quantization and for Support Vector Machines on Two Biomedical Data Sets; in Spiliopoulou M, Kruse R, Nürnberger A, Borgelt C, Gaul W (eds.): From Data and Information Analysis to Knowledge Engineering. Springer, Heidelberg-Berlin, 2006, 150-157 (ISBN: 3-540-31313-3)
Richter, S; Gerber, R; Marsalek, K; Sommer, D; Golz, M; Gundel, A; Karolinska Sleepiness Scores Predict Microsleep Events in an Overnight Driving Simulation Task; Journal of Sleep Research, 2005, to be published
Richter, S; Sommer, D; Gerber, R; Marsalek, K; Golz, M; Gundel, A; Performance in Overnight Driving Simulation Study Correlates with Unstable Tracking Performance, but not Reaction Time; Accident Analysis and Prevention, 2005, to be published
Kurella, B; Sommer, D; Golz, M; A Neural Network Based Analysis of the Electroencephalogram in Sleep Stage 2 Concerning the Elicitability of Evoked K-Complexes; in Sleep Medicine 6 (2005) Suppl. 2, S102-S103
Mandic, DP; Obradovic, D; Kuh, A; Adali, T; Trutschel, U; Golz, M; De Wilde, P; Data Fusion for Modern Engineering Applications: An Overview; in W. Duch et al. (Eds.): Int Conf Artificial Neural Networks (ICANN 2005); LNCS3697, 715-721, Springer, Berlin
Sommer, D; Chen, M; Golz, M; Trutschel, U; Mandic, D; Fusion of State Space and Frequency-Domain Features for Improved Microsleep Detection; in W. Duch et al. (Eds.): Int Conf Artificial Neural Networks (ICANN 2005); LNCS3697, 753-759, Springer, Berlin
Golz, M; Sommer, D; Detection of Strong Fatigue During Overnight Driving; Biomedizinische Technik, 50 (2005), Suppl 1, Part 1, 479-480
Golz, M; Sommer, D; Mandic, D; Microsleep Detection in Electrophysiological Signals; in D. K. Kumar & H. Gamboa (Eds.): Proc 1^st Int Workshop Biosignal Processing and Classification (BPC 2005); 102-109. INSTICC Press, Portugal
Fey, A; Sommer, D; Golz, M; Comparison of Time and Spectral Domain Features on Postural Signals Utilizing Neural Networks; in D. K. Kumar & H. Gamboa (Eds.): Proc 1^st Int Workshop Biosignal Processing and Classification (BPC 2005); 42-49. INSTICC Press, Portugal
Golz, M; Wilke, J; Sommer, D; Discriminance Analysis of Ongoing EEG to Detect Drivers Sleepiness; Proc 7. Kongress Medizin & Mobilität 2005, p25; Köln
Sommer, D; Golz, M; Walther, LE; Fey, A; Storch, H; Eurich, C; Discrimination of Dizziness and Detection of Alcohol Consumption by Posturography; HNO-Informationen, 84 (2005), 140-141 (ISSN 0344-9319)
Golz, M; Sommer, D; Automatic Recognition of Microsleep Events; Biomedizinische Technik 49 (2004), Suppl 2, Part 1, 332-333
Bauer, D; Sommer, D; Golz, M; Discrimination of Fatigue States using Oculomotor Variables; Biomedizinische Technik, 49 (2004), Suppl 2, Part 1, 344-345
Gerber, R; Sommer, D; Golz, M; Is the Alpha Attenuation Test a useful test of fatigue?; Biomedizinische Technik, 49 (2004) Suppl 2, Part 1, 342-34
Golz, M; Sommer, D; Walther, L; Eurich, C; Discriminance Analysis of Postural Sway Trajectories with Neural Networks; Proc. 8th World Multi-Conference on Systemics, Cybernetics and Informatics (SCI 2004), Vol VII, 151-155, Orlando, Florida, USA
Trutschel, U; Langbein, U; Markert, M; Golz, M; Neuroinformatische Bestimmung optischer Konstanten dünner Schichten aus Reflexionsdaten; Proc. 105th Ann Conf German Soc Applied Optics (DGAO 2004), p58, 2004
Sommer, D; Golz, M; Kurzzeit-Prognose von plötzlichen Aufmerksamkeitsverlusten mit neuroinformatischen Methoden; Proc 5. Kongress Medizin & Mobilität 2003, p42, Berlin
Sommer, D; Grimm, T; Golz, M; Processing Missing Values with Self-Organized Maps; Proc Europ Symp Intell Technol Hybrid Syst (eunite 2003), 275-279, Oulu, Finland
Golz, M; Sommer, D; Classification of Eyetracking Signals with Vector-Based Neural Networks; Proc Europ Symp Intell Technol Hybrid Syst & Implem Smart Adaptive Syst (eunite 2002), 130-134, Albufeira, Portugal (ISBN 960-7475-20-8)
Sommer, D; Hink, T; Golz, M; Application of Learning Vector Quantization to Detect Drivers Dozing-Off; Proc Europ Symp Intell Technol Hybrid Syst & Implem Smart Adaptive Syst (eunite 2002), 99-103, Albufeira, Portugal (ISBN 960-7475-20-8)
Sommer, D; Golz, M; Multiple Training of Vector-Based Neural Networks to Detect Density Centers in Input Space; Proc Europ Symp Intell Technol Hybrid Syst & Implem Smart Adaptive Syst (eunite 2002), 135-137, Albufeira, Portugal (ISBN 960-7475-20-8)
Sommer, D; Golz, M; Detection of Wake-Sleep Transitions with Prototype Vector-Based Neural Networks; Int J Knowledge-Based Intell Engin Syst, 6 (3) 2002, 129-136 (ISSN 1327-2314)
Sommer, D; Hink, T; Golz, M; Application of Learning Vector Quantization to Detect Drivers Dozing-Off; Proc 6^th World Multiconf Systemics, Cybernetics & Informatics (ISAS-SCI2002), Vol XI, 95-98, Orlando, USA (ISBN 980-07-8150-1)
Sommer, D; Golz, M; Clustering of EEG-Segments Using Hierarchical Agglomerative Methods and Self-Organizing Maps, Proc Int Conf Artificial Neural Networks (ICANN2001), 642-649; Vienna, Austria (LNCS 2130, ISBN 3-540-42486-5)
Sommer, D; Golz, M; Trutschel, U; Ramsthaler, C; Moore-Ede, M; Characterization of the Electroencephalogram of Microsleeps using Self-Organized Feature Maps, Proc Int Conf Comput Intell Meth Applic (CIMA2001), 123-129; Bangor, U.K.
Golz, M; Sommer, D; Seyfarth, A; Trutschel, U; Moore-Ede, M; Application of Vector-Based Neural Networks for the Recognition of Beginning Microsleep Episodes with an Eyetracking System; Proc Int Conf Comput Intell Meth Applic (CIMA2001), 130-134; Bangor U.K.
Sommer, D; Golz, M; Tutschel, U; U-Matrix-Auswertung von Selbstorganisierenden Merkmalskarten für die Clusterung von EEG-Segmenten; Proc Workshop Selbstorganisation von adaptivem Verhalten (SOAVE2000), VDI-Series 10 No. 643, 106-112; Ilmenau (ISBN 3-18-364310-X)
Golz, M; Sommer, D; Lembcke, T; Kurella, B; Classification of the Pre-Stimulus-EEG of K-Complexes Using Competetive Neural Networks; Proc 6^th Europ Congr Intelligent Techniques Soft Computing (EUFIT98), Vol 3, 1767-71; Aachen (ISBN 3-89653-500-5)
Trutschel, U; Guttkuhn, R; Ramsthaler, C; Golz, M; Moore-Ede, M; Automatic Detection of Microsleep Events Using a Neuro-Fuzzy Hybrid System; Proc 6^th Europ Congr Intelligent Techniques Soft Computing (EUFIT98), Vol 3, 1762-66, Aachen (ISBN 3-89653-5005-5)
Kurella, B; Heitmann, A; Golz, M; Dormann, U; The Probability of Eliciting K-Complexes During Sleep; Journal of Sleep Research, 1, Suppl. 1, 322, 1992
Klopfleisch, M; Golz, M; Trutschel, U; Experimental Verification of a Virtual Modes Treatment for the Excitation of Surface Plasmon Polaritons by ATR; Applied Optics 31 (24) 1992, 5017-5021 (ISSN 0003-6935)
Klopfleisch, M; Golz, M; Improved Experimental Method for the Determination of Optical Constants by Excitation of Surface Plasmon Polaritons, Applied Optics 31 (24) 1992, 5010-5016 (ISSN 0003-6935)
Trutschel, U; Golz, M; Abraham, M; Generalized Transfer-Matrix Description of the Optical Properties of Spatially Dispersive Multilayer Systems, phys stat sol (b), 151 (1989), 383-397
Röseler, A; Golz, M; Trutschel, U; Abraham, M; Prismless Excitation of Surface Plasmons in the Infrared Spectral Region by ATR; Optical Communications, 70 (1989), 8-11
Trutschel, U; Lederer, F; Golz, M; Nonlinear Guided Waves in Multilayer Systems; IEEE QE-25 (1989), 194-200
Trutschel, U; Golz, M; Abraham, M; Optical Bistability in Two-Dimensional Waveguide Structures; phys stat sol (b), 150 (1988), 867-871
Abraham, M; Klopfleisch, M; Golz, M; Trutschel, U; Schellenberger, U; Tadjeddine, A; Study of Interface and Thin Overlayers by Surface Plasmon Excitation; Elseviers Studies in Surface Science and Catalysis, 1987, p232
Golz, M; Klopfleisch, M; Bestimmung optischer Konstanten von Metallschichten im UV-VIS-Bereich durch ATR-Spektroskopie mit Oberflächenpolaritonen; Beiträge zur Optik und Quantenelektronik, 1986, p146
Abraham, M; Golz, M; Der Einfluß von Plasmawellen auf die Dispersion von Oberflächenplasmonen; Beiträge zur Optik und Quantenelektronik, 1986, p165

Unrefereed Contributions

Schnupp, T; Sommer, D; Golz, M; Entwicklung eines verteilten Systems zur effizienten Ermittlung optimaler Hyperparameter einer Support Vector Maschine; Proc. „Tag der Forschung 2006“, Schmalkalden, Germany, 2006
Wokoun, K; Arnoldt, H; Sommer, D; Golz, M; Vier psychomotorische Vigilanztests im Vergleich; Proc. „Tag der Forschung 2006“, Schmalkalden, Germany, 2006
Sommer, D; Golz, M; Wissensextraktion mit subsymbolischen Verfahren - Auf der Suche nach Relevanz in multivariaten und multimodalen Daten; Proc. „Tag der Forschung 2006“, Schmalkalden, Germany, 2006
Golz, M; Sommer, D; Automatische Erkennung von Mikroschlafereignissen; fhS-prints Sonderheft 2004, 26-42, Schriftenreihe der Fachhochschule Schmalkalden
Sommer, D; Golz, M; Ein Vergleich von Klassifikatoren des Wettbewerbslernens mit Support Vektor Maschinen an biomedizinischen Daten; fhS-prints Sonderheft 2004, 151-167, Schriftenreihe der Fachhochschule Schmalkalden
Bauer, D; Sommer, D; Golz, M; Neuroinformatische Analyse von okkulomotorischen Tests zum Grad der Aufmerksamkeitsbeeinträchtigung; fhS-prints Sonderheft 2004, 235-249, Schriftenreihe der Fachhochschule Schmalkalden
Gerber, R; Sommer, D; Golz, M; Ist der Alpha Attenuation Test wirklich ein Müdigkeitstest? Eine Auswertung mit neuroinformatischen Methoden; fhS-prints Sonderheft 2004, 206-216, Schriftenreihe der Fachhochschule Schmalkalden
Kirschenpfadt, M; Sommer, D; Golz, M; Konzeption und Realisierung eines Fahrsimulationslabors für die Vigilanzforschung, fhS-prints Sonderheft 2004, 217-228, Schriftenreihe der Fachhochschule Schmalkalden
Jügelt, L; Golz, M; Entwicklung eines biorhythmischen Datenloggers mit besonderer Berücksichtigung der Aspekte des Langzeiteinsatzes; fhS-prints Sonderheft 2004, 168-174, Schriftenreihe der Fachhochschule Schmalkalden
Sommer, D; Bauer, D; Gerber, R; Golz, M; Konzeption eines Untersuchungssystems am Beispiel der Erkennung von Aufmerksamkeitsverlusten; Informatiktage 2003, p300, Bad Schussenried (ISBN 3-920560-21-3)
Gerber, R; Bauer, D; Sommer, D; Golz, M; Erkennung von Mikroschlafereignissen mit prototypvektorbasierten Klassifikatoren; Informatiktage 2003, 66-70, Bad Schussenried (ISBN 3-920560-21-3)
Storch, H; Sommer, D; Golz, M; Posturographische Analysen mit Neuronalen Netzen; Informatiktage 2003, p311, Bad Schussenried (ISBN 3-920560-21-3)
Grimm, T; Sommer, D; Golz, M; Anwendung von Selbstorganisierenden Merkmalskarten auf Daten mit Missing Values; Informatiktage 2001, 69-72, Bad Schussenried (ISBN 3-920560-19-5)
Sommer, D; Golz, M; Nichtlinearer adaptiver Filter mit neuroinformatischen Methoden; Proc Informatiktage 2000, 74-77, Bad Schussenried (ISBN 3-920560-16-7)
Seyfarth, A; Sommer, D; Golz, M; Analyse von Eyetrackingsignalen mit Vektorbasierten Neuronalen Netzen; Proc Informatiktage 2000, p309, Bad Schussenried (ISBN 3-920560-16-7)
Sommer, D; Golz, M; Tutschel, U; Clusterung von SEM begleiteten EEG-Segmenten mit vektorbasierten Neuronalen Netzen; Informatiktage 1999, 71-74, Bad Schussenried (ISBN 3-920560-14-0)
Golz, M; Zur Auslösbarkeit von K-Komplexen; in Baumgart-Schmitt, R. (Hrsg.), Anwendungen Neuronaler Netze; 1995, 160-168, Lit Verlag, Hamburg (ISBN 3-8258-2858-1)
Golz, M; Klopfleisch, M; Untersuchungen zur Feldverteilung bei der Anregung von Oberflächen-Plasmon-Polaritonen in ATR-Anordnungen; Wiss Z TH Ilmenau, 33 (1987), 137

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Last modification: April 8th, 2008.