Prof. Dr. Thomas Ott

Prof. Dr. Thomas Ott
ZHAW
Life Sciences und Facility Management
Institut für Computational Life Sciences
Schloss 1
8820 Wädenswil
Arbeit an der ZHAW
Leitungsfunktion
Institutsleitung Institut für Computational Life Sciences
Tätigkeit an der ZHAW
Lectures:
Systeme und Modelle der Physik (BSc ADLS)
Optimisation Methods and Bio-inspired Algorithms (MSc Life Sciences ACLS)
www.zhaw.ch/icls
Aus- und Weiterbildung
Arbeits- und Forschungsschwerpunkte, Spezialkenntnisse
Bio-inspired Computing, Applied Neuroinformatics (Pattern Recognition, Machine Learning), Modelling of Complex Systems
Forecast methodologies for traffic and logistics
Digital Health Assistance Systems
Group page: www.zhaw.ch/de/lsfm/institute-zentren/icls/cognitive-computing-in-life-sciences/
Aus- und Fortbildung
Kantonsschule Schaffhausen
Dipl.phys. ETH
Dr.sc. ETH
Certificate: International PhD program in neuroscience
CAS Hochschuldidaktik und weitere Didaktikfortbildungen
CAS Management & Leadership
Mitglied in Netzwerken
- Swiss Statistical Society
- IEICE: Institute of Electronics, Information and Communication Engineers of Japan
- ZHAW Datalab
- ZHAW Digital Health Lab
Projekte
- Stability of self-organizing net fragments as inductive bias for next-generation deep learning / Teammitglied / Projekt laufend
- Shapescience – AI for morpholigcally based fruit variety recognition / ProjektleiterIn / Projekt laufend
- An experimental framework to allow evidence-based sustainability policymaking / ProjektleiterIn / Projekt abgeschlossen
- Extension SARS-CoV-2 Interventionsmodellierung / Teammitglied / Projekt abgeschlossen
- Predictive Analytics for Hospital Supply Chain Management / ProjektleiterIn / Projekt abgeschlossen
- PiaBreed: Machine Learning zur automatisierten Ovulations- und Geburtsüberwachung am Pferd / ProjektleiterIn / Projekt abgeschlossen
- Fighting bites with bytes: Promoting public health with crowdsourced tick prevention / Co-ProjektleiterIn / Projekt abgeschlossen
- Smartstones - KI für die Pflanzenzüchtung / ProjektleiterIn / Projekt abgeschlossen
- Neuronal Growth Modelling (BioDynaMo Initial Project) / ProjektleiterIn / Projekt abgeschlossen
- Infectiology++ - Germ Tracking / ProjektleiterIn / Projekt abgeschlossen
- Dayzzi - Next Generation: Empfehlungssystem mit neuronaler Intelligenz / ProjektleiterIn / Projekt abgeschlossen
- Efficient Urban Pluvial Flood Simulation / Teammitglied / Projekt abgeschlossen
- Comprehensive Sales Forecasting for Supply Chain Optimization in Food Industry / ProjektleiterIn / Projekt abgeschlossen
- Multi-Asset Investment Process using Bayes Ensembles of Trading Models / ProjektleiterIn / Projekt abgeschlossen
- Intelligent sensor-based assistance system for retail / ProjektleiterIn / Projekt abgeschlossen
- Entwicklung eines auf Bayes Netzwerken basierenden Expertensystems und seiner Anwendung in einer konkreten Marktsituation. / ProjektleiterIn / Projekt abgeschlossen
- Precision Farming: Fernaufklärungsanalysen in Rebbergen / ProjektleiterIn / Projekt abgeschlossen
- Clustering of high-throughput flow-cytometry data / ProjektleiterIn / Projekt abgeschlossen
- Wirksamkeit von Kostform-Optimierungen in Schweizer Akutspitälern / Teammitglied / Projekt abgeschlossen
- Online-Clustering für Innovationsplattform / ProjektleiterIn / Projekt abgeschlossen
- Stauprognoseverfahren und -systeme / ProjektleiterIn / Projekt abgeschlossen
- Machbarkeitsstudie IR-basierte Obst-und Gemüse-Identifikation / ProjektleiterIn / Projekt abgeschlossen
- Optimale Ähnlichkeitsbestimmung für neuartige Kohärenzanalyse und Clustering / ProjektleiterIn / Projekt abgeschlossen
- Automatisierte Diskriminierung von Weinen / ProjektleiterIn / Projekt abgeschlossen
- Bestimmung der Kohärenz von Interessensgruppen (design-to-use software) / ProjektleiterIn / Projekt abgeschlossen
- Statistische Analyse der SENS Warenkorbanalyse / ProjektleiterIn / Projekt abgeschlossen
Publikationen
-
Epper, Pascale; Glüge, Stefan; Vidondo, Beatriz; Wróbel, Anna; Ott, Thomas; Sieme, Harald; Kaeser, Rebekka; Burger, Dominik,
2023.
Increase of body temperature immediately after ovulation in mares.
Journal of Equine Veterinary Science.
127(104565).
Verfügbar unter: https://doi.org/10.1016/j.jevs.2023.104565
-
Müller, Antonia; Glüge, Stefan; Vidondo, Beatriz; Wróbel, Anna; Ott, Thomas; Sieme, Harald; Burger, Dominik,
2022.
Increase of skin temperature prior to parturition in mares.
Theriogenology.
190, S. 46-51.
Verfügbar unter: https://doi.org/10.1016/j.theriogenology.2022.07.007
-
Garcia, Victor; Horn, Claus; Ott, Thomas,
2022.
The sciences of data – moving towards a comprehensive systems perspective.
Archives of Data Science, Series A.
8(2).
Verfügbar unter: https://doi.org/10.5445/IR/1000150241
-
Uwate, Yoko; Nishio, Yoshifumi; Ott, Thomas,
2021.
Synchronization of chaotic circuits with stochastically-coupled network topology.
International Journal of Bifurcation and Chaos.
31(01), S. 2150015.
Verfügbar unter: https://doi.org/10.1142/S0218127421500152
-
Uwate, Yoko; Takamaru, Yuji; Ott, Thomas; Nishio, Yoshifumi,
2019.
Clustering using chaotic circuit networks with weighted couplings.
International Journal of Bifurcation and Chaos.
29(4), S. 1950053.
Verfügbar unter: https://doi.org/10.1142/S0218127419500536
-
Tanner, Carmen; Narvaez, Darcia; Christen, Markus; Ott, Thomas,
2016.
Using thesauruses as a heuristics for mapping values.
Cognitive Systems Research.
40, S. 59-74.
Verfügbar unter: https://doi.org/10.1016/j.cogsys.2016.02.003
-
Schwendner, Peter; Schüle, Martin; Ott, Thomas; Hillebrand, Martin,
2015.
European government bond dynamics and stability policies : taming contagion risks.
Journal of Network Theory in Finance.
1(4), S. 1-25.
Verfügbar unter: https://doi.org/10.21314/JNTF.2015.012
-
Christen, Markus; Niederberger, Thomas; Ott, Thomas; Aryobsei, Suleiman; Hofstetter, Reto,
2015.
Micro-text classification between small and big data.
Nonlinear Theory and Its Applications.
6(4), S. 556-569.
Verfügbar unter: https://doi.org/10.1587/nolta.6.556
-
Christen, Markus; Ott, Thomas; Schwarz, Daniel,
2013.
A new measure for party coherence : applying a physics-based concept to the Swiss party system.
Advances in Complex Systems.
16(6), S. 1350011.
Verfügbar unter: https://doi.org/10.1142/S0219525913500112
-
Savi, Daniel; Kasser, Ueli; Ott, Thomas,
2013.
Waste Management.
33(12), S. 2737-2743.
Verfügbar unter: https://doi.org/10.1016/j.wasman.2013.08.014
-
Landis, Florian; Ott, Thomas; Stoop, Ruedi,
2010.
Hebbian self-organizing integrate-and-fire networks for data clustering.
Neural Computation.
22(1), S. 273-288.
Verfügbar unter: https://doi.org/10.1162/neco.2009.12-08-926
-
Ott, Thomas; Glüge, Stefan; Bödi, Richard; Kauf, Peter,
2019.
Economic measures of forecast accuracy for demand planning : a case-based discussion
.
In:
Braschler, Martin; Stadelmann, Thilo; Stockinger, Kurt, Hrsg.,
Applied data science : lessons learned for the data-driven business.
Cham:
Springer.
S. 371-386.
Verfügbar unter: https://doi.org/10.1007/978-3-030-11821-1_20
-
Christen, Markus; Ott, Thomas,
2013.
Quantified coherence of moral beliefs as predictive factor for moral agency
.
In:
Musschenga, Bert; van Harskamp, Anton, Hrsg.,
What makes us moral? : on the capacities and conditions for being moral.
Dordrecht:
Springer.
S. 73-96.
Library of Ethics and Applied Philosophy ; 31.
Verfügbar unter: https://doi.org/10.1007/978-94-007-6343-2_5
-
Gygax, Gregory; Ratnaweera, Nils; Tischhauser, Werner; Smits, Theo H. M.; Laube, Patrick; Ott, Thomas,
2023.
In:
Schneider, Johannes Josef; Weyland, Mathias Sebastian; Flumini, Dandolo; Füchslin, Rudolf Marcel, Hrsg.,
Artificial Life and Evolutionary Computation.
XV International Workshop on Artificial Life and Evolutionary Computation (WIVACE), Winterthur, Switzerland, 15-17 September 2021.
Cham:
Springer.
S. 24-31.
Communications in Computer and Information Science ; 1722.
Verfügbar unter: https://doi.org/10.1007/978-3-031-23929-8_3
-
Füchslin, Rudolf Marcel; Ambühl, Jacques; Faggian, Alessia; Fellermann, Harold M.; Flumini, Dandolo; Geller, Armando; Hanczyc, Martin M.; Klinkert, Andreas; Krütli, Pius; Matuttis, Hans-Georg; Ott, Thomas; Scheidegger, Stephan; Schmid, Gary Bruno; Smieszek, Timo; Schneider, Johannes J.; Steiner, Albert; Weyland, Mathias S.,
2023.
Ethical aspects of computational modelling in science, decision support and communication [Paper].
In:
Artificial Life and Evolutionary Computation.
XV Italian Workshop on Artificial Life and Evolutionary Computation (WIVACE), Winterthur, Switzerland, 15-17 September 2021.
Cham:
Springer.
Communications in Computer and Information Science ; 1722.
Verfügbar unter: https://doi.org/10.1007/978-3-031-23929-8_24
-
Vachey, Gabriel; Ott, Thomas,
2022.
Self-organizing maps of artificial neural classifiers : a brain-like pin factory [Paper].
In:
Schneider, Johannes Josef; Weyland, Mathias Sebastian; Flumini, Dandolo; Füchslin, Rudolf Marcel, Hrsg.,
Artificial Life and Evolutionary Computation.
XV International Workshop on Artificial Life and Evolutionary Computation (WIVACE), Winterthur, Switzerland, 15-17 September 2021.
Cham:
Springer.
S. 163-171.
Communications in Computer and Information Science ; 1722.
Verfügbar unter: https://doi.org/10.1007/978-3-031-23929-8_16
-
Uwate, Yoko; Schüle, Martin; Ott, Thomas; Noshio, Yoshifumi,
2020.
Echo state network with chaos noise for time series prediction [Paper].
In:
Proceedings of the 2020 International Symposium on Nonlinear Theory and its Applications.
International Symposium on Nonlinear Theory and its Applications (NOLTA), Okinawa, Japan, 16–19 November 2020.
S. 274.
-
Miniussi, Myriam; Ott, Thomas; Fellermann, Harold,
2020.
Impact of noise and network size in coupled maps with asymmetric influence amplification [Paper].
In:
Proceedings of the NOLTA 2020 Conference.
2020 International Symposium on Nonlinear Theory and Its Applications (NOLTA2020), Online Conference, 16-19 November 2020.
S. 282-285.
-
Gygax, Gregory; Füchslin, Rudolf Marcel; Ott, Thomas,
2020.
In:
Proceedings of the NOLTA 2020 Conference.
2020 International Symposium on Nonlinear Theory and Its Applications (NOLTA2020), Online Conference, 16-19 November 2020.
S. 278-281.
-
Wróbel, Anna; Gygax, Gregory; Schmid, Andi; Ott, Thomas; et al.,
2020.
In:
Schilling, Frank-Peter; Stadelmann, Thilo, Hrsg.,
Artificial Neural Networks in Pattern Recognition.
9th IAPR TC 3 Workshop on Artificial Neural Networks for Pattern Recognition (ANNPR'20), Winterthur, Switzerland, 2-4 September 2020.
Cham:
Springer.
S. 257-265.
Lecture Notes in Computer Science ; 12294.
Verfügbar unter: https://doi.org/10.1007/978-3-030-58309-5_21
-
Füchslin, Rudolf Marcel; Schneider, Johannes Josef; Ott, Thomas; Walker, Richard,
2019.
Simplified modeling of the evolution of skills in a spatially resolved environment [Paper].
In:
Fellermann, Harold; Bacardit, Jaume; Goñi-Moreno, Angel; Füchslin, Rudolf Marcel, Hrsg.,
Proceedings of the Artificial Life Conference 2019.
International Conference on Artificial Life (ALIFE), Newcastle, United Kingdom, 29 July - 2 August 2019.
Massachusetts Institute of Technology.
S. 324-330.
Verfügbar unter: https://doi.org/10.1162/isal_a_00182
-
Uwate, Yoko; Ott, Thomas; Nishio, Yoshifumi,
2018.
Producing complex networks using coupled oscillatory circuits with evolutionary connections [Paper].
In:
IEEE International Symposium on Circuits and Systems (ISCAS).
EEE International Symposium on Circuits and Systems (ISCAS), Florenz, Italy, 27-30 May 2018.
IEEE.
S. 1-5.
Verfügbar unter: https://doi.org/10.1109/ISCAS.2018.8351665
-
Ott, Thomas; Schüle, Martin; Fellermann, Harold; Uwate, Yoko,
2018.
Structural evolution in networks of coupled maps with asymmetric influence amplification [Paper].
In:
2018 International Symposium on Nonlinear Theory and Its Applications (NOLTA2018), Tarragona, Spain, 2-6 September 2018.
S. 546-549.
-
Schüle, Martin; Ott, Thomas,
2018.
Synchronization in cellular automata : the learning approach [Paper].
In:
2018 International Symposium on Nonlinear Theory and Its Applications (NOLTA2018), Tarragona, Spain, 2-6 September 2018.
-
Glüge, Stefan; Böck, Ronald; Ott, Thomas,
2017.
Emotion recognition from speech using representation learning in extreme learning machines [Paper].
In:
Sabourin, Christophe; Julian Merelo, Juan; O'Reilly, Una-May; Madani, Kurosh; Warwick, Kevin, Hrsg.,
Proceedings of the 9th International Joint Conference on Computational Intelligence.
9th International Joint Conference on Computational Intelligence, Funchal, Portugal, 1-3 November 2017.
SciTePress.
S. 179-185.
Verfügbar unter: https://doi.org/10.5220/0006485401790185
-
Ott, Thomas; Schüle, Martin; Held, Jenny; Albert, Carlo; Stoop, Ruedi,
2016.
Clustered multidimensional scaling with Rulkov neurons [Paper].
In:
2016 International Symposium on Nonlinear Theory and Its Applications.
Nonlinear Theory and Applications 2016 (NOLTA), Yugawara, Japan, 27-30 November 2016.
IEICE.
S. 389-392.
Verfügbar unter: https://doi.org/10.21256/zhaw-3532
-
Schüle, Martin; Ott, Thomas; Schwendner, Peter,
2016.
Forecasting correlation structures [Paper].
In:
Proceedings of the 2016 international symposium on nonlinear theory and its applications.
2016 International Symposium on Nonlinear Theory and Its Applications (NOLTA2016), Yugawara, Japan, 27-30 November 2016.
IEICE.
-
Nef, Annina; Glüge, Stefan; Ott, Thomas; Kauf, Peter,
2014.
Causality detection in complex time dependent systems examplified in financial time series [Paper].
In:
Proceedings of the 2014 International Symposium on Nonlinear Theory and its Applications (NOLTA2014).
Nonlinear Theory and Applications 2014 (NOLTA), Luzern, 14-18 September 2014.
IECE.
S. 176-179.
Verfügbar unter: http://www.ieice.org/nolta/symposium/archive/2014/nolta14fullvol.pdf
-
Eggel, Thomas; Christen, Markus; Ott, Thomas,
2014.
Generating low-dimensional denoised representations of nonlinear data with superparamagnetic agents [Paper].
In:
Proceedings of the 2014 International Symposium on Nonlinear Theory and its Applications (NOLTA2014).
Nonlinear Theory and Applications 2014 (NOLTA), Luzern, 14-18 September 2014.
IEICE.
S. 180-183.
Verfügbar unter: https://doi.org/10.21256/zhaw-3565
-
Bruckmann, Dirk; Jackson, Clare; Ott, Thomas; Weidmann, Ulrich,
2014.
Improving the forecast of freight transport demand using machine learning and time series analysis [Paper].
In:
14th Swiss Transport Research Conference, Ascona, 14-16 May 2014.
-
Glüge, Stefan; Pomati, Francesco; Albert, Carlo; Kauf, Peter; Ott, Thomas,
2014.
The challenge of clustering flow cytometry data from phytoplankton in Lakes [Paper].
In:
Mladenov, V.M.; Ivanov, P.C., Hrsg.,
Nonlinear Dynamics of Electronic Systems 22nd International Conference, NDES 2014, Albena, Bulgaria, July 4-6, 2014. Proceedings.
NDES 2014, 22nd Nonlinear Dynamics of Electronic Systems Conference, Albena, Bulgaria, 4-6 July 2014.
Cham:
Springer.
S. 379-386.
Communications in Computer and Information Science ; 438.
Verfügbar unter: https://doi.org/10.1007/978-3-319-08672-9_45
-
Müller, Claudia; Grabherr, Patrizia Margrith; Ott, Thomas; Brombach, Christine; Hauck, René,
2013.
A user-friendly tool for assessing sustainability of menus in large-scale catering [Poster].
In:
Resource efficiency, governance and lifestyles : meeting report.
World Resources Forum 2013, Davos, Switzerland, 6-9 October 2013.
St.Gallen:
World Resource Forum WRF.
-
Uwate, Yoko; Ott, Thomas; Nishio, Yoshifumi,
2013.
Clustering phenomena in coupled chaotic circuits with different coupling strength [Paper].
In:
European Conference on Circuit Theory and Design (ECCTD), Dresden, Deutschland, 8-12 September 2013.
Verfügbar unter: https://doi.org/10.1109/ECCTD.2013.6662220
-
Takamaru, Yuji; Uwate, Yoko; Ott, Thomas; Nishio, Yoshifumi,
2012.
Clustering phenomena of coupled chaotic circuits for large scale networks [Paper].
In:
Nonlinear Dynamics of Electronic Systems, Proceedings of NDES 2012.
NDES 2012, 20th Nonlinear Dynamics of Electronic Systems Conference, Wolfenbüttel, Deutschland, 11-13 July 2012.
VDE.
S. 70-73.
Verfügbar unter: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6293766
-
Niederberger, Thomas; Stoop, Norbert; Christen, Markus; Ott, Thomas,
2012.
Hebbian principal component clustering for information retrieval on a crowdsourcing platform [Paper].
In:
Proceedings of NDES 2012.
NDES 2012, 20th Nonlinear Dynamics of Electronic Systems Conference, Wolfenbüttel, Deutschland, 11-13 July 2012.
VDE.
S. 249-252.
Verfügbar unter: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6293769
-
Niederberger, Thomas; Merlo, Olivier; Ott, Thomas,
2011.
Predator-prey dynamics in Hopfield-type networks [Paper].
In:
Proceedings of the 2011 International Symposium on Nonlinear Theory and its Applications (NOLTA2011).
International Symposium on Nonlinear Theory and its Applications (NOLTA2011), Kobe, Japan, 4-7 September 2011.
IECE.
S. 541-544.
Verfügbar unter: http://www.ieice.org/proceedings/NOLTA2011/nolta11fullvol.pdf
-
Mürset, Urs; Ott, Thomas,
2010.
Data clustering based on Hebbian learning in inhomogeneous coupled map lattices [Paper].
In:
Proceedings of NDES.
NDES 2010, 18th Nonlinear Dynamics of Electronic Systems Conference, 2010.
-
Christen, Markus; Starostina, Tatiana; Schwarz, Daniel; Ott, Thomas,
2009.
A spin-based measure of the coherence of belief-systems : theory and application [Paper].
In:
Proceedings od NDES'09.
NDES 2009, 17th Nonlinear Dynamics of Electronic Systems Conference, 2009.
-
Mürset, Urs; Ott, Thomas,
2009.
Semi-supervised classifiaction with single-layer isingtrons [Paper].
In:
Proceedings of NDES'09.
NDES 2009, 17th Nonlinear Dynamics of Electronic Systems Conference, 2009.
-
Schüle, Martin; Stoop, Ruedi; Ott, Thomas,
2008.
Global dynamics of finite cellular automata [Paper].
In:
Artificial Neural Networks - ICANN 2008 : Proceedings Part I.
International Conference on Artificial Neural Networks - ICANN 2008, Prague, Czech Republic, 3-6 September 2008.
Springer.
S. 71-78.
Lecture Notes in Computer Science ; 5163.
Verfügbar unter: https://doi.org/10.1007/978-3-540-87536-9_8
-
Jasa, Tom; Stoop, Ruedi; Ott, Thomas; Lanz, Thomas,
2008.
Sequential superparamagnetic clustering as a predictor of visual fixations [Paper].
In:
Proceedings of NOLTA (Nonlinear Theory and Applications), Budapest, Hungary, September 7-10, 2008.
Nonlinear Theory and Applications 2008 (NOLTA), Budapest, Hungary, 7-10 September 2008.
IECE.
S. 120-123.
Verfügbar unter: http://www.ieice.org/proceedings/NOLTA2008/nolta08fullvol.pdf
-
Füchslin, Rudolf Marcel; Krütli, Pius; Ott, Thomas; Scheidegger, Stephan; Schneider, Johannes Josef; Seric, Marko; Smieszek, Timo; Weyland, Mathias S.,
2022.
In:
ALIFE 2022: The 2022 Conference on Artificial Life.
International Conference on Artificial Life (ALIFE), online, 18-22 July 2022.
Cambridge:
MIT Press.
S. 75.
Verfügbar unter: https://doi.org/10.1162/isal_a_00504
-
Kauf, Peter; Ott, Thomas,
2017.
Smart together : lernfähige Prognose-Algorithmen unterstützen Menschen.
Logistics Innovation.
2017(1), S. 32-35.
-
Dorndorf, Ulrich; Kauf, Peter; Ott, Thomas,
2015.
Bessere Absatzprognosen : eine Frage der Faktoren.
Logistics Innovation.
2015(2), S. 8-11.
-
Burkhard, Marcel; Ott, Thomas; Stoop, Norbert; Kauf, Peter; Jackson, Clare Estelle; Frei, Simone; Ruesch, Martin; Hegi, Philipp; Moreni, Gianni; Koy, Thorsten,
2014.
Stauprognoseverfahren und -systeme : Forschungsprojekt ASTRA 2011/010.
Forschungsberichte SVI
; 1499.
Bern:
Bundesamt für Strassen.
-
Takamaru, Yuji; Uwate, Yoko; Ott, Thomas; Nishio, Yoshifumi,
2013.
Dependence of clustering patterns on density of chaotic circuits in networks.
Journal of Signal Processing.
17(4), S. 103-106.
Verfügbar unter: https://doi.org/10.2299/jsp.17.103
-
Köhler, Sven; Ott, Thomas,
2013.
Einflussfaktoren auf das Patientenaufkommen in Notfallstationen.
Transfer.
2013(1), S. 7.
Verfügbar unter: https://doi.org/10.21256/zhaw-4415
-
Koller, Christoph; Kellenberger, Remo; Ott, Thomas; Meyer, Thalia,
2013.
PV-Tracking-System auf dem Skilift in Tenna - eine erste Auswertung : Annual Report 2012
.
In:
Programm Photovoltaik Ausgabe 2013 : Überblicksbericht, Liste der Projekte : Jahresberichte der Beauftragen 2012.
Bern:
Bundesamt für Energie.
S. 251-256.
Verfügbar unter: https://netenergy.ch/fileadmin/webmaster/dokumente/Jahresberichte/PVJB2013_4th.pdf
-
Krüsi, Bertil; Lustenberger, Petra Irène; Hepenstrick, Daniel; Ott, Thomas,
2012.
iGräser - das innovative und benutzerfreundliche mobile Gräserbestimmungs-Tool fürs iPhone.
Ingenieurbiologie.
2012(3), S. 61-71.
Verfügbar unter: https://doi.org/10.21256/zhaw-2033
-
Ott, Thomas; Krüsi, Bertil,
2012.
Zukünftige Bestimmungsschlüssel denken mit.
Transfer.
2012(3), S. 6.
Verfügbar unter: https://doi.org/10.21256/zhaw-4410
-
Christen, Markus; Ott, Thomas; Schwarz, Daniel,
2011.
Spaltpilz in den Parteien : mit Physik die Politik erklären.
Neue Zürcher Zeitung.
-
Ott, Thomas; Glüge, Stefan; Schüle, Martin; Hill, Christopher,
2018.
A dynamic network approach for the analysis of pathogen transmission chains.
In:
The 26th Nonlinear Dynamics of Electronic Systems Conference, (NDES 2018), Acireale, 11-13 June 2018.
-
Schüle, Martin; Ott, Thomas; Schwendner, Peter,
2018.
Influence networks in financial markets : forecast scenarios.
In:
NDES 2018, 26th Nonlinear Dynamics of Electronic Systems Conference, Acireale, Italy, June, 11-13 2018.
-
Schwendner, Peter; Schüle, Martin; Ott, Thomas; Hillebrand, Martin,
2018.
Sentiment in European sovereign bonds.
In:
3rd European COST Conference on Mathematics for Industry in Switzerland, Winterthur, 6 September 2018.
Verfügbar unter: https://www.zhaw.ch/storage/engineering/institute-zentren/iamp/sp_acss/Schwendner_20180906.pdf
-
Schüle, Martin; Ott, Thomas; Schwendner, Peter,
2017.
Forecasting correlation structures.
In:
NDES 2017, 25th Nonlinear Dynamics of Electronic Systems Conference, Zernez, 5-7 June 2017.
Verfügbar unter: https://www.ini.uzh.ch/~lorimert/NDES2017/assets/NDES2017_programme_booklet.pdf
-
Ott, Thomas; Füchslin, Rudolf Marcel,
2017.
The future's back : first generic models of self-defeating road traffic forecasting.
In:
NDES 2017, 25th Nonlinear Dynamics of Electronic Systems Conference, Zernez, 5-7 June 2017.
-
Ott, Thomas,
2016.
(Machine × Human Learning)^n – Partners Learning Together : Keynote.
In:
CeBIT 2016, Hannover, Deutschland, 14.-18. März 2016.
-
Hillebrand, Martin; Ott, Thomas; Schüle, Martin; Schwendner, Peter,
2016.
European government bond dynamics and stability policies.
In:
ADEMU Workshop on Risk-Sharing Mechanisms for the European Union, Fiesole, Italy, 20-21 May 2016.
-
Kauf, Peter; Ott, Thomas,
2016.
Humans and algorithms : creation and measurement of economic value in demand forecasting.
In:
3rd Swiss Conference on Data Science, Winterthur, 16. September 2016.
Verfügbar unter: https://www.youtube.com/watch?v=NF_KG0bIjZU
-
Ott, Thomas,
2015.
A spin physics-based framework for hybrid recommendation systems.
In:
NDES 2015, 23th Nonlinear Dynamics of Electronic Systems Conference, Como, Italy, 2015.
-
Ott, Thomas,
2015.
Big Data und Produktionssteuerung in der Lebensmittel-Industrie.
In:
Wädenswiler Lebensmitteltagung: Lebensmittel 4.0, Wädenswil, 19. November 2015.
-
Ott, Thomas,
2014.
In:
Rüdlinger Tagung 2014, Rüdlingen, 9.-10. September 2014.
-
Ott, Thomas,
2014.
In:
1. Nationaler Anti-Stautag Viasuisse, Luzern, 19. Mai 2014.
-
Grabherr, Patrizia Margrith; Ott, Thomas; Brombach, Christine; Hauck, René; Müller, Claudia,
2013.
Benutzerfreundliches Tool zur Nachhaltigkeitsbeurteilung von Menüs in der Gemeinschaftsgastronomie.
In:
50. Wissenschaftlicher Kongress der DGE, Bonn, Deutschland, 20.-22. März 2013.
-
Ott, Thomas; Christen, Markus; Niederberger, Thomas; Aebersold, Reto; Suleiman, Aryobsei; Hofstetter, Reto,
2013.
A semi-supervised learning system for micro-text classification.
In:
NDES 2013, 21st Nonlinear Dynamics of Electronic Systems Conference, Bari, Italy, 2013.
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Niederberger, Thomas; Ott, Thomas; Albert, Carlo; Pomati, Francesco,
2013.
A sequential classification concept using flawed training data : an application to flow cytometry.
In:
NDES 2013, 21st Nonlinear Dynamics of Electronic Systems Conference, Bari, Italy, 2013.
Publikationen vor Tätigkeit an der ZHAW
Publication List (Thomas Ott)
2016:
Peer-reviewed Journals:
Ott, Thomas; Schüle, Martin; Held, Jenny; Albert, Carlo; Stoop, Ruedi (2016).
Clustered Multidimensional Scaling with Rulkov Neurons.
Proceedings of NOLTA (International Symposium of Nonlinear Theory and Its Applications) 389-392
Christen M, Narvaez D, Tanner C, Ott T: Mapping Values: Using Thesauruses to Reveal Semantic Structures of Cultural Moral Differences. Cognitive Systems Research, 40 59-74 (2016).
2015:
Peer-reviewed Journals:
Christen, Markus; Niederberger, Thomas; Ott, Thomas; Aryobsei, Suleiman; Hofstetter, Reto (2015). Micro-text Classification between Small and Big Data.Nonlinear Theory and Its Applications, IEICE, Vol.E6-N, 4.
Schwendner, Peter; Schüle, Martin; Ott, Thomas; Hillebrand, Martin (2015).
European government bond dynamics and stability policies: taming contagion risks.
Journal of Network Theory in Finance, 1, 4
Miscellaneous:
Kauf, Peter; Ott, Thomas; Dorndorf, Ulrich (2015). Bessere Absatzprognosen: Eine Frage der Faktoren. Logistics Innovation
2014:
Peer-reviewed Conference Proceedings:
Ott, Thomas; Eggel, Thomas; Christen, Markus (2014). Generating Low-Dimensional Denoised Representations of Nonlinear Data with Superparamagnetic Agents. Proceedings of NOLTA 2014, pp. 180-183.
Nef, Annina; Glüge Stefan; Ott, Thomas; Kauf, Peter (2014). Causality Detection in Complex Time Dependent Systems Examplified in Financial Time Series. Proceedings of NOLTA 2014, pp. 176-179.
Glüge, Stefan; Pomati, Francesco; Albert, Carlo; Kauf, Peter; Ott, Thomas (2014). The Challenge of Clustering Flow Cytometry Data from Phytoplankton in Lakes. In: Mladenov, V. M.; Ivanov, P. C. (Hg.). CCIS 438. NDES 2014. (379 - 386). Cham: Springer International Publishing Switzerland .
Jackson , Clare; Bruckmann, Dirk; Ott, Thomas; Weidmann, Ulrich (2014). Improving the Forecast of Freight Transport Demand Using Machine Learning and Time Series Analysis. Conference Paper, 14th Swiss Transport Research Conference
Book:
Burkhard, Marcel; Ott, Thomas; Stoop, Norbert; Kauf, Peter; Jackson, Clare Estelle; Frei, Simone; Ruesch, Martin; Hegi, Philipp; Moreni, Gianni; Koy, Thorsten (2014). Stauprognoseverfahren und -systeme: Forschungsprojekt ASTRA 2011/010. Bezug: VSS .
2013:
Peer-reviewed Journals:
Savi, Daniel; Kasser, Ueli; Ott, Thomas (2013). Depollution benchmarks for capacitors, batteries and printed wiring boards from waste electrical and electronic equipment (WEEE). Waste Management, 33 2737-2743.
Christen M, Ott T, Schwarz D: A new measure for party coherence: applying a physics-based concept to the swiss party system, 2003-2008. Advances in Complex Systems (in press).
Christen M, Ott T: Quantified coherence of moral beliefs as a predictive factor for moral agency. In: Musschenga B et al.: What makes us moral?. Library of Ethics and Applied Philosophy, Springer (in press).
Takamaru, Yuji; Uwate, Yoko; Ott, Thomas; Nishio, Yoshifumi (2013). Dependence of Clustering Patterns on Density of Chaotic Circuits in Networks. Journal of Signal Processing, 17, 4. 103-106.
Peer-reviewed Conference Proceedings:
Uwate, Yoko; Ott, Thomas; Nishio, Yoshifumi (2013). Clustering phenomena in coupled chaotic circuits with different coupling strength. Circuit Theory and Design (ECCTD), 2013
Niederberger, Thomas; Ott, Thomas; Albert, Carlo; Pomati, Francesco (2013). A Sequential Classification Concept using Flawed Training Data - An Application to Flow Cytometry. NDES 2013 (Extended Abstract & Talk)
Ott, Thomas; Christen , Markus; Niederberger, Thomas; Aebersold, Reto; Suleiman, Aryobsei; Hofstetter, Reto (2013). A Semi-Supervised Learning System for Micro-Text Classification. NDES 13 (extended abstract & talk)
Miscellaneous:
S. Köhler, T. Ott: Einflussfaktoren auf das Patientenaufkommen in Notfallstationen.Transfer 1 (2013)
Koller, Christoph; Ott, Thomas; Kellenberger, Remo; Meyer, Thalia (2013). PV-Tracking-System auf dem Skilift in Tenna: Eine erste Auswertung. In: Programm Photovoltaik Ausgabe 2013. Ueberblicksbericht, Liste der Projekte, Jahresberichte der Beauftragten 2012 (251-256). Programm Photovoltaik, Ausgabe 2013. Bern: BFE.
2012:
Peer-reviewed Conference Proceedings:
T. Niederberger, N. Stoop, M. Christen, T. Ott; Hebbian Principal Component Clustering for Information Retrieval on a Crowdsourcing Platform. Proceedings of NDES2012.
Y. Takamaru, Y. Uwate, T. Ott, Y. Nishio; Clustering Phenomena of Coupled Chaotic Circuits for Large Scale Networks. Proceedings of NDES2012.
Y. Takamaru, Y. Uwate, T. Ott, Y. Nishio; Clustering phenomena considering the density of coupled chaotic circuits networks. APCCAS 2012: 647-650
T. Shima, Y. Uwate, T. Ott, Y. Nishio; Investigation of synchronization for social network with local bridge via coupled Rulkov maps. APCCAS 2012: 499-502
Miscellaneous:
Krüsi, B.O.; Lustenberger, P.I.; Hepenstrick, D.; Ott, T. (2012). iGräser - das innovative und benutzerfreundliche mobile Gräserbestimmungs-Tool fürs iPhone. Ingenieurbiologie, 2012, 3. 61-71.
U. Mürset, T. Ott, C. Wäfler; Objektive Beurteilung von Wein mit NIR-Spektroskopie. Newsletter Transfer 1, 2012
T. Ott, B.O. Krüsi; Zukünftige Bestimmungsschlüssel denken mit. TRANSFER, 2012, 3. 6
2011:
Miscellaneous:
M. Christen, T. Ott, D. Schwarz; Spaltpilz in den Parteien.
NZZ-Beitrag zu Parteienanalyse mittels natur-inspirierter Methoden,
NZZ am Sonntag, 5.6. 2011
www.cogitofoundation.ch/pdf/2010/NZZaS_2011-06-05.pdf
Peer-reviewed Conference Proceedings:
T.Ott, T. Niederberger, O. Merlo; Predator-Prey Dynamics in Hopfield-type Networks.
Proceedings of NOLTA (Nonlinear Theory and Applications) 2011
R.L. Stoop, T. Ott, F. Gomez, R. Stoop; Biased Clustering Due to Intrinsic Nonlinear Dynamics Structures. Proceedings of NOLTA (Nonlinear Theory and Applications) 2011
2010:
Peer-reviewed Conference Proceedings:
T. Ott and M. Mürset; Data Clustering based on Hebbian Learning in Inhomogeneous Coupled Map Lattices.
Proceedings of NDES Dresden, 2010.
Miscellaneous:
T. Ott; Clusteranalysen - vielseitig und interdisziplinär. In
Transfer 2, 2010.
2009:
Peer-reviewed Journals:
F. Landis, T.Ott and R.Stoop; Self-organizing Integrate-and-Fire Networks for Data Clustering and Image Segmentation.
Journal of Neural Computation 2009.
Peer-reviewed Conference Proceedings:
T. Ott and M. Mürset; Semi-Supervised Classifiaction with Single-Layer Isingtrons.
Proceedings of NDES 2009.
M.Schüle, T.Ott and R.Stoop; Computing with Probabilistic Cellular Automata.
Proceedings of the 19th International Conference on Artificial Neural Networks (ICANN 2009).
M. Christen, T. Starostina, D. Schwarz and T. Ott; A spin-based measure of the coherence of belief-systems - Theory and Application.
Proceedings of NDES 2009.
Miscellaneous:
T. Ott; Simulation: Ein vielseitiges Werkzeug. In
Technische Rundschau online, 2009.
T. Ott and M. Mürset; Das Isingtron: Ein neuartiges Klassifikationswerkzeug. In
Transfer 2, 2009.
2008:
Peer-reviewed Conference Proceedings:
M. Schuele, T. Ott and R. Stoop; Global Dynamics of Finite Cellular Automata.
Springer LNCS proceedings of ICANN, 2008.
T. Jasa, T. Lanz, T. Ott and R. Stoop; Sequential Superparamagnetic Clustering
as a Predictor of Visual Fixations. Proc. of NOLTA ’08 Budapest, 2008.
Miscellaneous:
T. Ott; Statistische Studie zum Elektroschrott-Recycling in der Schweiz. In
Transfer 2, 2008.
2007:
Peer-reviewed Conference Proceedings:
T. Ott, M. Schuele and R. Stoop; Message Passing in Neural Networks. Proc.
of NDES’07, 2007.
Dissertation:
T. Ott; Self-organised Clustering as a Basis for Cognition and Machine Intelligence. Dissertation ETH , 2007 .
2006:
Peer-reviewed Journals:
T. Ott and R. Stoop; Benefits and Pitfalls of Belief Propagation-mediated Superparamagnetic Clustering. Physical Review E 74 (4): 042103, 2006.
M. Christen, A. Nicol, K. Kendrick, T. Ott and R. Stoop; Odour Encoding
in Olfactory Neuronal Networks Beyond Synchronisation. Neuroreport, 17 (14):
1499-1503, 2006.
M. Christen, A. Kohn, T. Ott and R. Stoop; Measuring Spike Pattern Reliability
with the Lempel-Ziv Distance. Journal of Neuroscience Methods, 156: 342-350,
2006.
Peer-reviewed Conference Proceedings:
T. Ott and R. Stoop; The Neurodynamics of Belief Propagation on Binary Markov
Random Fields. Advances in Neural Information Processing Systems NIPS
’06, 2006.
R. Stoop and T. Ott; Towards a Quantitative Theory of Biocomputation. Proc.
of NOLTA ’06 Bologna, 2006.
N. Stoop, T. Ott and R. Stoop; Loopy Belief Propagation: Benefits and Pitfalls
on Ising-like Systems. Proc. of NOLTA ’06 Bologna, 2006.
T. Ott, A. Kern and R. Stoop; Faster Spike Sorting with Belief Propagation.
Proc. of NOLTA ’06 Bologna, 2006.
A. Kern, T. Ott and R. Stoop; Acoustic Source Separation by Atomic Signal
Decomposition. Proceedings of NOLTA ’06 Bologna, 2006.
A. Kern, T. Ott and R. Stoop; Source Separation by Atomic Signal Decomposition.
Proc. of NDES’06, p. 77-80, 2006.
T. Ott, M. Christen and R. Stoop; An Unbiased Clustering Algorithm Based
on Self-organisation processes in Spiking Neural Networks. Proc. of NDES’06,
p. 143-146, 2006.
Y. Uwate, T. Ott, R. Stoop and Y. Nishio; Performance of Feedforward Neural
Network with External Influence Function for Back Propagation Learning. RISP
InternationalWorkshop on Nonlinear Circuits and Signal Processing (NCSP’06), 2006.
2005:
Peer-reviewed Journals:
T. Ott, A. Kern, W.-H. Steeb and R. Stoop; Sequential Clustering: Tracking
Down the Most Natural Clusters. Journal of Statistical Mechanics: theory and
experiment: P11014, 2005.
M. Christen, T. Ott, A. Kern, N. Stoop and R. Stoop; Periodic Economic Cycles:
The Effect of Evolution and Control. Journal of Statistical Mechanics: theory
and experiment: P11013, 2005.
Peer-reviewed Conference Proceedings:
T. Ott, M. Frey, R. Stoop; Criticality and Computation in Random Threshold
Networks with Noise. Proc. of NOLTA 2005 Bruges, 2005.
T. Ott, J. Dauwels and R. Stoop; Sequential Clustering by Loopy Belief Propagation.
Proc. of ECCTD 2005 Cork, 2005.
2004:
Peer-reviewed Journals:
T. Ott, A. Kern, A. Schuffenhauer, M. Popov, P. Acklin, E. Jacoby and R.
Stoop; Sequential Superparamagnetic Clustering for Unbiased Classification of
High-dimensional Chemical Data. Journal of Chemical Information and Computer
Sciences, 44 (4): 1358-1364, 2004.
J.-J. van der Vyver, M. Christen, N. Stoop, T. Ott, W.-H. Steeb and R. Stoop;
Towards Genuine Machine Autonomy. Robotics and Autonomous Systems, 46
(3): 151-157, 2004.
Peer-reviewed Conference Proceedings:
T. Ott and R. Stoop; Human-like Perception Using Sequential Superparamagnetic
Clustering. Proceedings of NOLTA’04 Fukuoka, 2004.
T. Ott, W.-H. Steeb and R. Stoop; The Stochastic Network Approach to Clustering.
Proc. of NOLTA’04 Fukuoka, 2004.
M. Christen, T. Ott and R. Stoop; Spike Train Clustering Using a Lempel-Ziv
Complexity-based Distance Measure. Proc. of NOLTA’04 Fukuoka, 2004.