Prof. Dr. Thomas Ott

Prof. Dr. Thomas Ott
ZHAW
Life Sciences und Facility Management
Fachstelle Bio-Inspired Modeling & Learning Systems
Schloss 1
8820 Wädenswil
Persönliches Profil
Leitungsfunktion
- Stv. Institutsleitung Institut für Computational Life Sciences
- Leitung Cognitive Computing in Life Sciences
Tätigkeit an der ZHAW als
Dozent / Forschungsgruppenleiter
Lectures:
Physik für Umweltingenieure (BSc UI)
D3: Modelling and Exploration of Multivariate Data (Module Coordinator, MSc Life Sciences)
Neural Networks and Deep Learning (MSc Applied Computational Life Sciences)
Lehrtätigkeit in der Weiterbildung
CAS Digital Basics for Life Sciences
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/en/lsfm/institutes-centres/ias/research-development/bio-inspired-modeling-learning-systems
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
- Shapescience – AI for morpholigcally based fruit variety recognition / ProjektleiterIn / Projekt laufend
- PiaBreed: Machine Learning zur automatisierten Ovulations- und Geburtsüberwachung am Pferd / ProjektleiterIn / Projekt laufend
- Extension SARS-CoV-2 Interventionsmodellierung / Teammitglied / Projekt abgeschlossen
- Predictive Analytics for Hospital Supply Chain Management / 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
-
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
-
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.,
Alife 2019 : proceedings of the Artificial Life Conference 2019.
The 2019 Conference on Artificial Life, 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.,
9th International Joint Conference on Computational Intelligence, Funchal, Portugal, 1-3 November 2017.
Funchal, Madeira, Portugal:
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
-
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.
-
Peter, Kauf; 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.
-
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.
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.