Publikationen | ZHAW Institut für Datenanalyse und Prozessdesign IDP

Smith Institute and Gurobi Optimization partnership event : Hitting it for six: using optimisation to unlock business efficiencies, London, 2 October 2019.

Meierhofer, Jürg; Heinatz Bürki, Gundula; Heitz, Christoph,

2019.

Data Science für KMU.

Unternehmer Zeitung.

25(10), S. 20-23.

Herrmann, Thomas; Sedding, Helmut,

2019.

Industrie 4.0 von morgen diskutiert.

Technische Rundschau.

111(10), S. 74-75.

Wüst, Raimond Matthias; Bütikofer, Stephan; Ess, Severin; Gomez, Claudio; Steiner, Albert; Laumanns, Marco; Szabo, Jacint; et al.,

2019.

Maintenance timetable planning based on mesoscopic infrastructure and the transport service intention.

Journal of Rail Transport Planning & Management.

11, S. 100146.

Verfügbar unter: https://doi.org/10.1016/j.jrtpm.2019.100146

Herrmann, Thomas; Sedding, Helmut,

2019.

Die Produktion von morgen.

ZHAW Industrie 4.0.

Verfügbar unter: https://blog.zhaw.ch/industrie4null/2019/09/18/die-produktion-von-morgen/

Wüst, Raimond; Bütikofer, Stephan; Ess, Severin; Gomez, Claudio; Steiner, Albert; Laumanns, Marco; Szabo, Jacint,

2019.

Improvement of maintenance timetable stability based on iteratively assigning event flexibility in FPESP [Paper].

In:

Peterson, Anders; Joborn, Martin; Bohlin, Markus, Hrsg.,

RailNorrköping 2019.

8th International Conference on Railway Operations Modelling and Analysis, Norrköping, Sweden, 17-20 June 2019.

Linköpings universitet:

Linköping University Electronic Press.

S. 1160-1177.

Linköping Electronic Conference Proceedings ; 69.

Verfügbar unter: https://doi.org/10.21256/zhaw-18282

Bütikofer, Stephan; Wüst, Raimond Matthias; Ess, Severin,

2019.

Periodic timetabling with flexibility based on a mesoscopic topology.

In:

OR2019, Annual International Conference of the German Operations Research Society, Dresden, Germany, 3-4 September 2019.

Huber, Evelyn; Kleinknecht‐Dolf, Michael; Kugler, Christiane; Müller, Marianne; Spirig, Rebecca,

2019.

Validation of the instrument “Complexity of Nursing Care” : a mixed‐methods study.

Nursing Open.

7(1), S. 212-224.

Verfügbar unter: https://doi.org/10.1002/nop2.383

Wüst, Raimond; Bütikofer, Stephan; Ess, Severin; Gomez, Claudio; Steiner, Albert; Laumanns, Marco; Szabo, Jacint,

2019.

Periodic timetabling with ‘Track Choice’-PESP based on given line concepts and mesoscopic infrastructure [Paper].

In:

Operations Research Proceedings 2018.

OR2018, Operations Research Conference, Brussels, Belgium, 12-14 September 2018.

Cham:

Springer.

S. 571-578.

Operations Research Proceedings.

Verfügbar unter: https://doi.org/10.1007/978-3-030-18500-8_71

Breymann, Wolfgang; Kucharczyk, Daniel Adam; Gross, Francis,

2019.

Modelling the economy as a network of contracts : an ACTUS-based demonstrator applied to liquidity.

In:

6th Annual Conference of the Society for Economic Measurement, Frankfurt, 16-18 August 2019.

Breymann, Wolfgang; Bundi, Nils; Heitz, Jonas; Micheler, Johannes; Stockinger, Kurt,

2019.

Large-scale data-driven financial risk assessment

.

In:

Braschler, Martin; Stadelmann, Thilo; Stockinger, Kurt, Hrsg.,

Applied data science : lessons learned for the data-driven business.

Cham:

Springer.

S. 387-408.

Verfügbar unter: https://doi.org/10.1007/978-3-030-11821-1_21

Larsson, Anders; Steiner, Albert,

2019.

Challenges of implementing equity-based accessibility thresholds for different modes of transport : a comparison of Gothenburg and Zurich regions.

In:

AESOP 2019 Conference : Book of Abstracts.

AESOP Annual Congress, Venice, Italy, 9-13 July 2019.

Sedding, Helmut,

2019.

Das digitale Produktions-Puzzle.

Technische Rundschau.

111(7), S. 54-55.

Verfügbar unter: https://www.technische-rundschau.ch/archiv/2019/07/das-digitale-produktions-puzzle/

Heitz, Christoph; Heinatz Bürki, Gundula; Meierhofer, Jürg,

2019.

Zusammen in die Zukunft : fit für Data Science.

KMU Rundschau.

2019(2), S. 34-35.

Verfügbar unter: https://issuu.com/prestigemedia/docs/kmurundschau_2019_02

Frey, Martin; Murina, Elvis; Rohrbach, Janick; Walser, Manuel; Haas, Patrick; Dettling, Marcel,

2019.

Machine learning for position detection in football [Paper].

In:

2019 6th Swiss Conference on Data Science (SDS).

6th Swiss Conference on Data Science (SDS), Bern, 14. Juni 2019.

IEEE.

S. 111-112.

Verfügbar unter: https://doi.org/10.1109/SDS.2019.00009

Steiner, Albert,

2019.

A three-step floating catchment area method to quantify the spatial accessibility of healthcare facilities for citizens [Paper].

In:

15th biennal NECTAR Conference, Helsinki, Finland, 5-7 June 2019.

West, Shaun; Barbieri, Cosimo; Rapaccini, Mario; Meierhofer, Jürg,

2019.

Are practitioners and literature aligned about digital twin? [Paper].

In:

Kovács, Gyöngyi; Kuula, Markku, Hrsg.,

Operations adding value to society.

26th EurOMA Conference, Helsinki, Finland, 17-19 June 2019.

Helsinki:

Aalto University Business School.

S. 2781-2790.

Wüst, Raimond Matthias; Bütikofer, Stephan; Ess, Severin; Gomez, Claudio; Steiner, Albert; Laumanns, Marco; Szabo, Jacint,

2019.

Improvement of maintenance timetable stability based on iteratively assigning event flexibility in FPESP.

In:

8th International Conference on Railway Operations Modelling and Analysis (ICROMA), Norrköping, Sweden, 17-20 June 2019.

Templ, Matthias,

2019.

Applied compositional data analysis.

In:

4th International Conference on Computing, Mathematics and Statistics 2019 (iCMS2019), Langkawi, Malaysia, 23-24 April 2019.

Bütikofer, Stephan; Köchli, Joël; Frick, Kevin; Weber, Christoph,

2019.

Automatisierte Linienplanung im öffentlichen Verkehr.

Eisenbahntechnische Rundschau.

19(4), S. 68-72.

Verfügbar unter: https://doi.org/10.21256/zhaw-17897

Klinkert, Andreas,

2019.

Workforce planning in airport logistics : a real-world business application.

In:

CMS-MMEI-2019 : collection of abstracts.

16th Conference on Computational Management Science (CMS 2019), Chemnitz, Germany, 27-29 March 2019.

European Working Group on Stochastic Programming and Applications.

Monstein, Raphael; Capone, Pierluigi; Dettling, Marcel,

2019.

Determination of model structure from flight test with generalized additive models.

Journal of Aircraft.

Verfügbar unter: https://doi.org/10.2514/1.C035171

Fusek, Peter; Klinkert, Andreas,

2019.

Airport ground staff scheduling : a real-world business application.

In:

30th European Conference on Operational Research, Dublin, Ireland, 23-26 June 2019.

Templ, Matthias,

2019.

Anonymisierung aus wissenschaftlicher Sicht.

In:

Fachtagung Anonymisierung des Vereins für Datenschutz, Bern, 28. August 2019.

Meierhofer, Jürg; Kugler, Petra; Etschmann, Roman,

2019.

Challenges and approaches with data-driven services for SMEs : insights from a field study [Paper].

In:

Proceedings of the Spring Servitization Conference : Delivering Services Growth in the Digital Era.

Spring Servitization Conference «Delivering Services Growth in the Digital Era», Linköping, Sweden, 13-15 May 2019.

Birmingham:

Aston University.

S. 39-49.

Meierhofer, Jürg; Stadelmann, Thilo; Cieliebak, Mark,

2019.

Data products

.

In:

Braschler, Martin; Stadelmann, Thilo; Stockinger, Kurt, Hrsg.,

Applied data science : lessons learned for the data-driven business.

Cham:

Springer.

S. 47-61.

Verfügbar unter: https://doi.org/10.1007/978-3-030-11821-1_4

Heitz, Christoph,

2019.

Daten als Treibstoff der Instandhaltung?.

Technische Rundschau.

2019(2), S. 14-15.

Verfügbar unter: https://www.technische-rundschau.ch/archiv/2019/02/daten-als-treibstoff-der-instandhaltung/

Heitz, Christoph,

2019.

Daten in der Instandhaltung : Potenziale und Stolpersteine.

fmpro service.

2019(1), S. 44-47.

Meierhofer, Jürg; Lév, Jana,

2019.

Daten-basierter Service-Nutzen entlang der Customer Journey.

Service Today.

2019(2), S. 86-87.

Verfügbar unter: https://doi.org/10.21256/zhaw-3243

Inan, Berkay; Cernak, Milos; Grabner, Helmut; Tukuljac, Helena Peic; Pena, Rodrigo C. G.; Ricaud, Benjamin,

2019.

Evaluating audiovisual source separation in the context of video conferencing [Paper].

In:

Proceedings Interspeech 2019.

Interspeech 2019, Graz, Austria, 15-19 September 2019.

International Speech Communication Association (ISCA).

S. 4579-4583.

Verfügbar unter: https://doi.org/10.21437/Interspeech.2019-2671

Templ, Matthias; Gussenbauer, J.; Filzmoser, P.,

2019.

Evaluation of robust outlier detection methods for zero-inflated complex data.

Journal of Applied Statistics.

Verfügbar unter: https://doi.org/10.1080/02664763.2019.1671961

Meindl, Bernhard; Templ, Matthias,

2019.

Feedback-based integration of the whole process of data anonymization in a graphical interface.

Algorithms.

12(9), S. 191.

Verfügbar unter: https://doi.org/10.3390/a12090191

Templ, Barbara; Mozes, Edina; Templ, Matthias; Földesi, Rita; Szirák, Ádám; Báldi, András; Kovács-Hostyánszki, Anikó,

2019.

Habitat-dependency of transect walk and pan trap methods for bee sampling in farmlands.

Journal of Apicultural Science.

63(1), S. 93-115.

Verfügbar unter: https://doi.org/10.2478/JAS-2019-0014

Giudici, Paolo; Hadji Misheva, Branka; Spelta, Alessandro,

2019.

Network based scoring models to improve credit risk management in peer to peer lending platforms.

Frontiers in Artificial Intelligence.

2(3).

Verfügbar unter: https://doi.org/10.3389/frai.2019.00003

Herrmann, Thomas,

2019.

Planung und Steuerung in der digitalen Welt.

Aktuelle Technik.

2019(6).

Verfügbar unter: https://aktuelletechnik.blverlag.ch/planung-und-steuerung-in-der-digitalen-welt/

Schtalheim, Uri; Ott, Stefan; Heitz, Christoph; Goren Huber, Lilach,

2019.

Risk Based Maintenance (RBM) : Minimierung der Nutzerrisiken und Betriebskosten mit einer risikobasierten Methode für den Unterhalt der BSA.

Forschungsbericht

; 1648.

Bern:

Bundesamt für Strassen.

Verfügbar unter: https://doi.org/10.21256/zhaw-3341

Sedding, Helmut,

2019.

Scheduling with asymmetric piecewise-linear time-dependent processing times [Paper].

In:

Proceedings of the 14th Workshop on Models and Algorithms for Planning and Scheduling Problems, MAPSP 2019.

MAPSP 2019, Renesse, The Netherlands, 2-7 June 2019.

Maastricht University.

S. 43-45.

Meierhofer, Jürg,

2019.

Service Transformation und Service Engineering (AP3)

.

In:

Thiel, Christian, Hrsg.,

Nutzenbasierter Digitalisierungsnavigator : wie KMU ihre Digitalisierungsstrategie selbst entwickeln können.

Konstanz:

IBH-Lab KMUdigital.

S. 47-61.

Verfügbar unter: http://bzi40.eu/de/publikationen/tags/arbeitswelt/298-nutzenbasierter-digitalisierungsnavigator-wie-kmu-ihre-digitalisierungsstrategie-selbst-entwickeln-koennen

Meierhofer, Jürg; West, Shaun,

2019.

Service value creation using a digital twin [Paper].

In:

Naples Forum on Service, Service Dominant Logic, Network & Systems Theory and Service Science: Integrating Three Perspectives for a New Service Agenda, Ischia, Italy, 4-7 June 2019.

Verfügbar unter: http://www.naplesforumonservice.it/uploads/files/2018/Proceedings/NFS2019-Meierhofer-est.pdf

Meierhofer, Jürg; Berliat, Roger,

2019.

Smart Service Innovation.

Service Today.

33(4), S. 96-97.

Verfügbar unter: https://doi.org/10.21256/zhaw-18545

Dettling, Marcel; Ruckstuhl, Andreas,

2019.

Statistical modelling

.

In: