John Sølve Tyssedal

About

Time series and Design of Experiments. Currently Design of Experiments and active learning.

Research

My research has evolved from non-stationary time series to Design of Experiments (thereunder properties and analysis of non-regular designs) and now also includes active learning based on DOE theory. Collaboration partner, especially in industrial statistics, is DTU.

Publications

2024

Tyssedal, John Sølve. (2024) A decoupling method for analyzing foldover designs. Quality and Reliability Engineering International
Academic article
Cacciarelli, Davide; Tyssedal, John Sølve; Kulahci, Murat. (2024) Real-Time Sampling Strategies for Regression with Irrelevant Features. International Journal of Semantic Computing (IJSC)
Academic article

2023

Cacciarelli, Davide; Kulahci, Murat; Tyssedal, John Sølve. (2023) Robust online active learning. Quality and Reliability Engineering International
Academic article

2022

Hamre, Yngvild Hole; Tyssedal, John Sølve. (2022) On the identification of active factors in nonregular two-level designs with a small number of runs. Quality and Reliability Engineering International
Academic article
Tyssedal, John Sølve; Hamre, Yngvild Hole. (2022) Preserving projection properties when regular two-level designs are blocked. Journal of Statistical Planning and Inference
Academic article
Cacciarelli, Davide; Kulahci, Murat; Tyssedal, John Sølve. (2022) Stream-based active learning with linear models. Knowledge-Based Systems
Academic article

2020

Gynnild, Vidar; Tyssedal, John Sølve. (2020) Can students' attitudes and behaviors be changed by educational interventions? A comparative case study. Dansk Universitetspædagogisk Tidsskrift (DUT)
Academic article

2019

Chaudhry, Muhammad Azam; Tyssedal, John Sølve. (2019) Assessing some aspects of factor screening with nonnormal responses. Applied Stochastic Models in Business and Industry
Academic article

2017

Tyssedal, John Sølve; Chaudhry, Muhammad Azam. (2017) The Choice of screening design. Applied Stochastic Models in Business and Industry
Academic article
Kulahci, Murat; Tyssedal, John Sølve. (2017) Split-plot designs for multistage Experimentation. . Journal of Applied Statistics
Academic article

2016

Hussain, Shahrukh; Tyssedal, John Sølve. (2016) Projection properties of blocked non-regular two-level designs. Quality and Reliability Engineering International
Academic article
Tyssedal, John Sølve; Hussain, Shahrukh. (2016) Factor screening in nonregular two-level designs based on projection-based variable selection. Journal of Applied Statistics
Academic article

2011

Relander, Thor-Oskar; Heiskel, Bjørnar; Tyssedal, John Sølve. (2011) The influence of the joint between the basement wall and the wood-frame wall on the airtightness of wood-frame houses. Energy and Buildings
Academic article
Tyssedal, John Sølve; Kulahci, Murat; Bisgaard, Søren. (2011) Split-plot designs with mirror image pairs as sub-plots. Journal of Statistical Planning and Inference
Academic article

2010

Tyssedal, John Sølve; Samset, Oddgeir. (2010) Supersaturated designs of projectivity P=3 or near P=3. Journal of Statistical Planning and Inference
Academic article

2008

Tyssedal, John Sølve. (2008) Plackett-Burman Designs. John Wiley & Sons
Encyclopedia article
Tyssedal, John Sølve. (2008) Projectivity in Experimental Designs. John Wiley & Sons
Encyclopedia article

2007

Tyssedal, John Sølve. (2007) Industrial statistics: Quality management, application and development. Quality and Reliability Engineering International
Editorial

2006

Tyssedal, John Sølve; Grinde, Hallgeir; Røstad, Carl C.. (2006) The Use of a 12-run Plackett-Burman Design in the Injection Moulding of a Technical Plastic Component. Quality and Reliability Engineering International
Academic article

2005

Gynnild, Vidar; Tyssedal, John Sølve; Lorentzen, Lisa. (2005) Approaches to Study and the Quality of Learning. Some Empirical Evidence from Engineering Education. International Journal of Science and Mathematics Education
Academic article
Tyssedal, John Sølve; Kulahci, Murat. (2005) Analysis of split-plot designs with mirror image pairs as sub-plots. Quality and Reliability Engineering International
Academic article

2001

Tyssedal, John Sølve; Box, George E. P.. (2001) Sixteen run designs of high projectivity for factor screening. Communications in Statistics - Simulation and Computation
Academic article
Tveit, Gisle Bjørndal; Tyssedal, John Sølve. (2001) Automatic Text Classification. NTNU
Masters thesis

1999

Samset, Oddgeir; Tyssedal, John Sølve. (1999) Two-level design with good projection properties. Preprint Statistics (12/1999)
Report

1997

Gimse, Randi; Bjørgen, Ivar A.; Tjell, Carsten; Tyssedal, John Sølve; Bø, Ketil. (1997) Reduced Cognitive Functions in a Group of Whiplash Patients with Demonstrated Disturbances in the Posture Control System. Journal of Clinical and Experimental Neuropsychology
Academic article

1996

Box, George; Tyssedal, John Sølve. (1996) Projective properties of certain orthogonal arrays. Biometrika
Academic article

1990

Tyssedal, John S.. (1990) Autoregressive models with changing structure. Universitetet i Bergen Universitetet i Bergen
Doctoral dissertation

1981

Tyssedal, John S.; Tjøstheim, Dag Bjarne. (1981) Autoregressive processes with a time dependent variance. Reports Published by the Department of Statistics (1)
Report

Journal publications

Tyssedal, John Sølve. (2024) A decoupling method for analyzing foldover designs. Quality and Reliability Engineering International
Academic article
Cacciarelli, Davide; Tyssedal, John Sølve; Kulahci, Murat. (2024) Real-Time Sampling Strategies for Regression with Irrelevant Features. International Journal of Semantic Computing (IJSC)
Academic article
Cacciarelli, Davide; Kulahci, Murat; Tyssedal, John Sølve. (2023) Robust online active learning. Quality and Reliability Engineering International
Academic article
Hamre, Yngvild Hole; Tyssedal, John Sølve. (2022) On the identification of active factors in nonregular two-level designs with a small number of runs. Quality and Reliability Engineering International
Academic article
Tyssedal, John Sølve; Hamre, Yngvild Hole. (2022) Preserving projection properties when regular two-level designs are blocked. Journal of Statistical Planning and Inference
Academic article
Cacciarelli, Davide; Kulahci, Murat; Tyssedal, John Sølve. (2022) Stream-based active learning with linear models. Knowledge-Based Systems
Academic article
Gynnild, Vidar; Tyssedal, John Sølve. (2020) Can students' attitudes and behaviors be changed by educational interventions? A comparative case study. Dansk Universitetspædagogisk Tidsskrift (DUT)
Academic article
Chaudhry, Muhammad Azam; Tyssedal, John Sølve. (2019) Assessing some aspects of factor screening with nonnormal responses. Applied Stochastic Models in Business and Industry
Academic article
Tyssedal, John Sølve; Chaudhry, Muhammad Azam. (2017) The Choice of screening design. Applied Stochastic Models in Business and Industry
Academic article
Kulahci, Murat; Tyssedal, John Sølve. (2017) Split-plot designs for multistage Experimentation. . Journal of Applied Statistics
Academic article
Hussain, Shahrukh; Tyssedal, John Sølve. (2016) Projection properties of blocked non-regular two-level designs. Quality and Reliability Engineering International
Academic article
Tyssedal, John Sølve; Hussain, Shahrukh. (2016) Factor screening in nonregular two-level designs based on projection-based variable selection. Journal of Applied Statistics
Academic article
Tyssedal, John Sølve; Kulahci, Murat. (2015) Experiments for multi-stage processes. Quality Technology & Quantitative Management (QTQM)
Academic article
Tyssedal, John Sølve; Niemi, Ranveig. (2014) Graphical Aids for the Analysis of Two-Level Nonregular Designs. Journal of Computational And Graphical Statistics (JCGS)
Academic article
Kjernsmo, Kjetil; Tyssedal, John Sølve. (2013) Introducing Statistical Design of Experiments to SPARQL Endpoint Evaluation. Lecture Notes in Computer Science (LNCS)
Academic article
Relander, Thor-Oskar; Heiskel, Bjørnar; Tyssedal, John Sølve. (2011) The influence of the joint between the basement wall and the wood-frame wall on the airtightness of wood-frame houses. Energy and Buildings
Academic article
Tyssedal, John Sølve; Kulahci, Murat; Bisgaard, Søren. (2011) Split-plot designs with mirror image pairs as sub-plots. Journal of Statistical Planning and Inference
Academic article
Tyssedal, John Sølve; Samset, Oddgeir. (2010) Supersaturated designs of projectivity P=3 or near P=3. Journal of Statistical Planning and Inference
Academic article
Tyssedal, John Sølve. (2007) Industrial statistics: Quality management, application and development. Quality and Reliability Engineering International
Editorial
Tyssedal, John Sølve; Grinde, Hallgeir; Røstad, Carl C.. (2006) The Use of a 12-run Plackett-Burman Design in the Injection Moulding of a Technical Plastic Component. Quality and Reliability Engineering International
Academic article
Gynnild, Vidar; Tyssedal, John Sølve; Lorentzen, Lisa. (2005) Approaches to Study and the Quality of Learning. Some Empirical Evidence from Engineering Education. International Journal of Science and Mathematics Education
Academic article
Tyssedal, John Sølve; Kulahci, Murat. (2005) Analysis of split-plot designs with mirror image pairs as sub-plots. Quality and Reliability Engineering International
Academic article
Tyssedal, John Sølve; Box, George E. P.. (2001) Sixteen run designs of high projectivity for factor screening. Communications in Statistics - Simulation and Computation
Academic article
Gimse, Randi; Bjørgen, Ivar A.; Tjell, Carsten; Tyssedal, John Sølve; Bø, Ketil. (1997) Reduced Cognitive Functions in a Group of Whiplash Patients with Demonstrated Disturbances in the Posture Control System. Journal of Clinical and Experimental Neuropsychology
Academic article
Box, George; Tyssedal, John Sølve. (1996) Projective properties of certain orthogonal arrays. Biometrika
Academic article

Part of book/report

Tyssedal, John Sølve. (2008) Plackett-Burman Designs. John Wiley & Sons
Encyclopedia article
Tyssedal, John Sølve. (2008) Projectivity in Experimental Designs. John Wiley & Sons
Encyclopedia article

Report

Tveit, Gisle Bjørndal; Tyssedal, John Sølve. (2001) Automatic Text Classification. NTNU
Masters thesis
Samset, Oddgeir; Tyssedal, John Sølve. (1999) Two-level design with good projection properties. Preprint Statistics (12/1999)
Report
Tyssedal, John S.. (1990) Autoregressive models with changing structure. Universitetet i Bergen Universitetet i Bergen
Doctoral dissertation
Tyssedal, John S.; Tjøstheim, Dag Bjarne. (1981) Autoregressive processes with a time dependent variance. Reports Published by the Department of Statistics (1)
Report

Teaching

Courses

TMA4255 - Applied Statistics

Teaching Experience

Basic Statistics, Experimental Design, Industrial Statistics, Multivariate Analysis, Probability and Asymptotic Techniques, Regression Analysis, Stationary Stochastic Processes, Time Series Analysis. Linear Statistical Models. Statistical Inference. Statistics for Engineers.

Participated in courses in Ouality Improvement Methods for industry and an internet based basic statistic course for High-school teachers.

Designed and taught a course in Experimental Design for Ph. D. students at Department of Informatics and Computational Biology Unit, BCCS, University of Bergen fall 2009. Responsible for a internet based course in statistics for High-school teachers spring 2013, within the Department of mathematics distance education program Delta.

Formal education: One semester of formal training in pedagogics, in Norway called pedagogical seminar, fall 1979.

Supervision

Phd-students.

Lars Ødegård (1994), Randi Hammervold (1998), Oddgeir Samset (1999), Kjetil Kvernsmo, UIO (2016) ( co-supervisor), Shahrukh Hussain (2017), Muhammad Azam Chaudry (2019), Davide Cacciarelli DTU/NTNU (2024) ( co-supervisor). Yngvild Hole Hamre (2024).

List of master-students

1.Hanne Marit Heggen – Polar seasonal variations and optical satellites (1994)

2. Marte Anett Olstad – Experimental plans for computer simulations (1995)

3.Anders Trebo Frøvig – Sensitivity analysis for probability distributions in stochastic programming (1995)

4.Per Andreas Brodtkorb – Experimental plans for simulation based on orthogonal matrices (1996)

5.Kristen Fretheim – On the Efficiency of Design Algorithms for Uncertainty Analysis (1996)

6.Marte Indregard – Generalized Linear Models, Australian Homicides (1996)

7.Audun Kvamme – Optimization of Multiple Responses (1995)

8.Arild Bjørsvik – Comparison of filter banks with regard to artefacts in image coding (1997)

9.Steinar Eiklid Braathen

10. Erlend Olsen – Statistical analysis of a refining process (1997)

11.Are Schrøder-Nielsen – Statistical analysis of market activities In book club (1997)

12.Geir-Henning Wintervoll – Time series modeling of silicon loss in a ferrosilicon process. (1997)

13 Astrid Henriette Amundrudstad

14 Thu Thi Ngoc Nguyen

15. Geir Thomas Knutheim – Prognosemodeller for flytrafikken (1999)

16. Tom Richard Evensen – Deteksjon av interessanne forandringer I bildesekvenser (1999)

17. Helene Due Grøndahl – Analyse og modellering av elkjelforbruk I yrkesbygg (1999)

18. Martin Veel Svendsen – Statistisk analyse av råverenes betydning i silikomanganproduksjonen

19. Kristine Bastøe – Statistiske metoder for analyse av aksjer (2001)

20. Torkell Dobbe – Risikostyringer av investeringer i fond (2001)

21. Gisle Grave

22. Ronny Eriksen – Monitoring Autocorrelated processes (2001)

23. Kristin Husby Mork – Garch models and Financial Applications (2001)

24.Gisle Bjørndal Tveit – Automatic Text Classification (2001)

25. Elin Hilde Roti Rotaker – Statistiske analyser av autokorrelerte data med eksempel frå silisiumproduksjon (2002)

26.Linda Eliassen – Robust design eksperimentering. Identifisering av spredningseffekter i forsøk uten gjentak (2002)

27. Hilde-Gunn Bruu – Statistical designs for CDNA microarray experiments (2003)

28. Hallgeir Grinde – Screening av 7 til 16 faktorer i 16 eller færre forsøk (2004)

29. Clara-Cecilie Gunther – Modeller for kortidsproduksjon av spotprisen i det nordiske Kraftmarkedet (2004)

30. Hilde Kalager - Modeller for kortidsproduksjon av spotprisen i det nordiske Kraftmarkedet (2004)

31. Brage Ofstad Vik – Data Mining Approach on the Production of Silicon Metal (2004)

32. Toralf Tveitå – Analysing a large mark-recapture experiment using EM methods (2005)

33. Arne Andresen – Romlig interpolering av nedbør (2006)

34. Achim Sanjay Manikarnika – A general Face-Recognition System (2006)

35. Øyvind Stokkenes Johansen – Stokastisk analyse av råtepotensial i huskledning (2007)

36. Eva Kvam – Effect of Safe Failures on the Reliability of Safety Instrumented Systems (2008)

37. Ranveig Niemi – Grafiske analysemetoder for ikke-geometriske design (2008)

38. Jens Morten Nilsen – Bayesianske metodar relevant for jernbanevedlikehald (2008)

39. Ivar Håkon Søraas – Kortidspredikering av tyske strømpriser (2008)

40. Anders Nesbakken (2011) – Evaluation of Modern Design methods for use in Computer Experiments (2011)

41. Sara Ghaderi – Chlamydia trachomatis infections in Norway 2004-2006 (2009)

42. Shahrukh Hussain – Efficiency of Screening Designs with a small number of runs (2010)

43. Hege Grøstad Thalberg (2011) – A comparison study of Different Optimizing Criteria and Confounding Patterns for Multi-Level Binary replacement and other Designs used in Computer experiments

44. Marthe Lene Hestnes 2012 – Modelling the Conditional Correlation Structure Between Real Rate of Returns

45. Glory Joseph (2012) - Design for Reliability Improvement.

46. Arja Margrethe Sue-Chen – Methods for dealing with Censored Data using Experimental Design (2013)

47. Abraham Almaw Jigar – Quantification of Reliability performance: Analysis Methods for safety Instrumented Systems(2013)

48. Helene Eide Wiik (2014)– Methods for Analyzing the 12 Run Plackett-Burman Design.

49. Jeanett Gunneklev Støtvig (2014) – Censored Weibull Distributed Data in Experimental Design

50. Marte Nævland Hansen (2015). Analysis of Censored Data from Split-Plot Design

51. Ebenezer Afrifa-Yamoah (2016). A comparison of Factor Based Methods for Analyzing Some Non-regular Designs.

52. Yingzi Jin (2016). Factor Screening in a 12 Run Plackett-Burman design assuming four active factors.

53. Andreas Strand (2017)

54. Anine Harto (2018). Predicting Recovery Rates of Defaulted Credit Card Accounts.

55. Yngvild Hamre (2018). Preserving projection properties when regular two-level designs are blocked.

56. Elisabeth Børset (2019) Investigating the Phototactic Response of Salmon Lice. Design and Analysis of Experiments.

57. Jens Andreas Teigland Holck. (2019) Forecasting the Total Balance Sent to Debt Collection.

58. Thomas Benjamin Frogner. (2019) Learning from Imbalanced Data, with a case study in Finance.

59. Sabuj Chandra Bhowmick. (2019). A Conjoint Analysis applied to Consumers Choice of Tablets.

60. Håkon Meyer (2019). An Application of Statistical Learning in Direct Marketing Response Modelling

61. Inge Hoven Brakestad (2020). Analysis of salmon lice count data for production zones 6 and 7 in Norway from 2017 to 2019.

62. Rut Pernille Vatnedal (2020). Optimizing Predictive Performance of Random Forests by means of Design of Experiments and Resampling, with a Case Study in Credit Scoring.

63. Eliane Huygens Olsen (2021). Improving Direct Phone Targeting through Customer Response Modeling.

64. Håkon Andersen Holte (2021). Survival Analysis with Deep Recurrent Neural Network Model prediction of Credit Card Defaults.

65. Camilla Karlsen (2021). Investigation of shortened sea phase effect on salmon lice.

66. Hennie Schau-Hansen (2022). Improving Direct Responsemodelling through Hyperparameter Optimization of Extreme Gradient Boosting and Random Forests.

67. Hilde Hefte Haug (2022). Predicting coupled, economical behaviour using Random Forests for longitudinal data.

68. Martine Middelthon (2023). Delousing Effect and Welfare Implications of Non-Medicinal Delousing methods.

69. Sunniva Bjelland Strømseng (2023). Predicting Credit Card Activity for Passive Customers.

70. Ask Moe Løite (2023). Binary classification of Credit Card Users with Logistic Regression, Gradient Boosted Decision Trees and Deep Learning.

71. Astrid Solheim (2023). Including new Customers in the Prediction of Electricity Consumption.

Knowledge Transfer

2019

Poster

Båtnes, Anna Solvang; Vatn, Jørgen Andreas Åm; Solstad, Maria Arild; Bjørnstad, Live Forfang; Børset, Elisabeth; Tyssedal, John Sølve. (2019) Light responses of salmon louse (Lepeophtheirus salmonis) copepodites. Aquaculture Europe 2019 , Berlin 2019-10-07 - 2019-10-10

2013

Academic lecture

Kjernsmo, Kjetil; Tyssedal, John Sølve. (2013) Introducing Statistical Design of Experiments to SPARQL Endpoint Evaluation. Semantic Web Science Association International Semantic Web Conference 2013 , Sydney 2013-10-23 - 2013-10-25

Språkvelger

John Sølve Tyssedal