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Publication list of dr. Ralph Foorthuis
- Foorthuis, R.M., Research Features (2022).
Demystifying the Anomaly.
Research Features, Issue 141, ISSN 2399-1542. DOI: 10.26904/RF-141-2648675378
Download paper: Demystifying the Anomaly
- Foorthuis, R.M. (2021).
On the Nature and Types of Anomalies: A Review of Deviations in Data.
International Journal of Data Science and Analytics, Vol. 12, No. 4, pp. 297-331. DOI: 10.1007/s41060-021-00265-1
Download paper: On the Nature and Types of Anomalies - A Review of Deviations in Data - Foorthuis - JDSA.pdf
- Foorthuis, R.M. (2020).
Algorithmic Frameworks for the Detection of High-Density Anomalies.
Proceedings of IEEE SSCI CIDM 2020 (Symposium on Computational Intelligence in Data Mining), December 2020, Canberra Australia. DOI: 10.1109/SSCI47803.2020.9308417
Download paper: Algorithmic Frameworks for the Detection of High-Density Anomalies - IEEE CIDM - Foorthuis.pdf
Download R code and data examples for high-density anomaly detection: SECODA resources for R.
- Foorthuis, R.M. (2019).
All or In-cloud: How the Identification of Six Types of Anomalies Is Affected by the Discretization Method.
In: Atzmueller M., Duivesteijn W. (eds). Artificial Intelligence. BNAIC 2018. Springer, Communications in Computer and Information Science, Vol. 1021, pp 25-42. DOI: 10.1007/978-3-030-31978-6_3.
Download paper: All or In-cloud. How the Identification of Six Types of Anomalies is Affected by the Discretization Method - Foorthuis.pdf
Download R code and data examples: SECODA resources for R.
- Foorthuis, R.M. (2019).
(Un)certain Anomalies in Income Data.
Presented at the Mini-Symposium on Uncertainty in Data-Driven Systems, Utrecht University, January 28th 2019.
Download presentation: (Un)certain Anomalies in Income Data - Foorthuis.pdf
Download R code and data examples: SECODA resources for R.
- Foorthuis, R.M. (2018).
The Impact of Discretization Method on the Detection of Six Types of Anomalies in Datasets.
Proceedings of the 30th Benelux Conference on Artificial Intelligence (BNAIC 2018), November 8-9 2018, Den Bosch, the Netherlands.
Download paper: The Impact of Discretization Method on the Detection of Six Types of Anomalies - Foorthuis - BNAIC 2018.pdf
Download R code and data examples: SECODA resources for R.
- Foorthuis, R.M. (2018).
A Typology of Data Anomalies.
Proceedings of the 17th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2018), Cádiz, Spain. DOI: 10.1007/978-3-319-91476-3_3.
Download paper: A Typology of Data Anomalies - Foorthuis - IPMU 2018.pdf
Download R code and data examples: SECODA resources for R.
- Foorthuis, R.M. (2017).
SECODA: Segmentation- and Combination-Based Detection of Anomalies.
Proceedings of the 4th IEEE International Conference on Data Science and Advanced Analytics (DSAA 2017), Tokyo, Japan. DOI: 10.1109/DSAA.2017.35.
Download paper: SECODA. Segmentation- and Combination-Based Detection of Anomalies - IEEE DSAA 2017.pdf
Download R code and data examples: SECODA resources for R. See also the typology of anomalies.
- Foorthuis, R.M. (2017).
Anomaly Detection with SECODA.
Poster Presentation at the 4th IEEE International Conference on Data Science and Advanced Analytics (DSAA 2017), Tokyo, Japan. DOI: 10.13140/RG.2.2.21212.08325.
Download poster: Anomaly Detection with SECODA.pdf
Download R code and data examples: SECODA resources for R.
- Foorthuis, R.M., Steenbergen, M. van, Brinkkemper, S., Bruls, W. (2016).
A Theory Building Study of Enterprise Architecture Practices and Benefits.
Information Systems Frontiers, Vol. 18, No. 3, pp 541-564. DOI: 10.1007/s10796-014-9542-1.
Download paper: A Theory Building Study of EA Practices and Benefits - Foorthuis et al.pdf
- Reijsen, J. van, Helms, R., Batenburg, R., Foorthuis, R. (2015).
The Impact of Knowledge Management and Social Capital on Dynamic Capability in Organizations.
Knowledge Management Research & Practice, Vol. 13, No. 4, pp. 401–417. DOI:10.1057/kmrp.2013.59.
Download paper: The Impact of Knowledge Management and Social Capital on Dynamic Capability in Organizations.pdf
- Foorthuis, R.M. (2012).
Project Compliance with Enterprise Architecture.
Doctoral dissertation (PhD thesis). Utrecht University, Department of Information and Computing Sciences, Organization and Information. ISBN: 978-90-393-5834-4.
Download dissertation: Project Compliance with Enterprise Architecture - Foorthuis.pdf
- Foorthuis, R.M. (2012).
Tactics for Internal Compliance: A Literature Review.
Chapter of "Project Compliance with Enterprise Architecture", Doctoral dissertation (PhD thesis). Utrecht University, Center for Organization and Information. ISBN: 978-90-393-5834-4.
Download paper: Tactics for Internal Compliance. A Literature Review - Foorthuis.pdf
- Foorthuis, R.M., Hofman, F., Brinkkemper, S., Bos, R. (2012).
Compliance Assessments of Projects Adhering to Enterprise Architecture.
Journal of Database Management, Vol. 23, No. 2, pp. 44-71. DOI: 10.4018/jdm.2012040103.
Download paper: Compliance Assessments of Projects Adhering to EA - Foorthuis et al.pdf
- Steenbergen, M. van, Foorthuis, R.M., Mushkudiani, N., Bruls, W., Brinkkemper, S., Bos, R. (2011).
Achieving Enterprise Architecture Benefits: What Makes the Difference?
In: Proceedings of the 15th IEEE International EDOC Workshops, TEAR 2011.
Download paper: Achieving Enterprise Architecture Benefits - Steenbergen, Foorthuis.pdf
- Foorthuis, R.M., Bos, R. (2011).
A Framework for Organizational Compliance Management Tactics.
In: C. Salinesi and O. Pastor (Eds.), CAiSE 2011 Workshops (GRCIS 2011), LNBIP 83, pp. 259–268. Berlin: Springer-Verlag.
Download paper: A Framework for Organizational Compliance Management Tactics - Foorthuis, Bos.pdf
- Foorthuis, R.M., Steenbergen, M. van, Mushkudiani, N., Bruls, W., Brinkkemper, S., Bos, R. (2010).
On Course, But Not There Yet: Enterprise Architecture Conformance and Benefits in Systems Development.
Proceedings of the Thirty First International Conference on Information Systems (ICIS 2010), St. Louis, Missouri, USA.
Download paper: EA Conformance and Benefits in Systems Development (ICIS 2010) - Foorthuis et al.pdf
- Foorthuis, R.M., Steenbergen, M. van, Mushkudiani, N., Bruls, W., Brinkkemper, S., Bos, R. (2010).
On Enterprise Architecture Conformance and Benefits.
Proceedings of the Fifth SIKS/BENAIS Conference on Enterprise Information Systems (EIS 2010), Eindhoven, The Netherlands.
Download paper: On EA conformance and benefits (EIS 2010) - Foorthuis et al.pdf
- Bruls, W.A.G, Steenbergen, M. van, Foorthuis, R.M., Bos, R., Brinkkemper, S. (2010).
Domain Architectures as an Instrument to Refine Enterprise Architecture.
Communications of the Association for Information Systems, Vol. 27, No. 1, Article 27.
Download paper: Domain Architectures as an Instrument to Refine EA.pdf
- Foorthuis, R.M., Hofman, F., Brinkkemper, S., Bos, R. (2009).
Toetsen van Projecten op Enterprise Architectuur.
In: Hendriks, C.M., Oosterhaven, J.A. (Eds.). Architectuur móet bijdragen: LAC boek 2009, pp. 159-168. Den Haag: Academic Service, SDU Uitgevers bv.
Download paper: Toetsen van projecten op EA - Foorthuis et al.pdf
- Foorthuis, R.M., Hofman, F., Brinkkemper, S., Bos, R. (2009).
Assessing Business and IT Projects on Compliance with Enterprise Architecture.
In: Proceedings of GRCIS 2009, CAiSE Workshop on Governance, Risk and Compliance of Information Systems.
Download paper: Assessing Business and IT Projects on Compliance with EA - Foorthuis et al.pdf
- Foorthuis, R.M., Brinkkemper, S. (2008).
A Process Model for Project Members Conforming to Enterprise Architecture.
Technical Report, Utrecht University, ISSN 0924-3275.
Download paper: A Process Model for Project Members Conforming to EA - v1.0.p5 - Foorthuis et al.pdf
- Foorthuis, R.M., Brinkkemper, S., Bos, R. (2008).
An Artifact Model for Projects Conforming to Enterprise Architecture.
In: Stirna, J., Persson, A. (Eds.). The Practice of Enterprise Modeling. Proceedings of PoEM 2008, IFIP WG 8.1 Working Conference, LNBIP 15, pp. 30-46. Berlin:
Springer.
Download paper:
An Artifact Model for Projects Conforming to EA - Foorthuis et al.pdf or visit the Springer website.
- Foorthuis, R.M., Brinkkemper, S. (2008).
Best practices voor projecten onder enterprise architectuur.
In: Hendriks, C.M., Oosterhaven, J.A. (Eds.). Architectuur maakt de toekomst mogelijk: LAC boek 2008, pp. 147-155. Den Haag: Academic Service, SDU Uitgevers bv.
Download paper:
Best Practices voor Projecten onder Enterprise Architectuur - Foorthuis et al.pdf
- Foorthuis, R.M., Brinkkemper, S. (2008).
Best Practices for Business and Systems Analysis in Projects Conforming to Enterprise Architecture.
Enterprise Modelling and Information Systems Architectures, Vol. 3, No. 1, pp. 36-47, July 2008.
Download paper: Business and Systems Analysis in Projects Conforming to EA - Foorthuis et al.pdf
- Foorthuis, R.M., Brinkkemper, S. (2007).
A Framework for Local Project Architecture in the Context of Enterprise Architecture.
Journal of Enterprise Architecture, Vol. 3, No. 4, pp. 51-63, November 2007.
Note: this is an extended edition of the TEAR 2007 paper.
Download paper: A Framework for Local Project Architecture in the Context of EA - Foorthuis et al.pdf
- Foorthuis, R.M., Brinkkemper, S. (2007).
A Framework for Project Architecture in the Context of Enterprise Architecture.
In: Lankhorst, M.M., Johnson, P. (Eds.). Proceedings of the Second Workshop on Trends in Enterprise Architecture Research (ECIS 2007 Workshop TEAR 2007), pp. 51-60.
Download paper: A Framework for Project Architecture in the Context of Enterprise Architecture - Foorthuis and Brinkkemper [TEAR].pdf
Advanced analytics links
Video - Taming the Anomaly: An Overview of Outliers and Other Deviations in Data
Types of anomalies in datasets
High-density anomalies and how to detect them
SECODA software resources for R and data examples
Information system links
Definition of compliance
Dimensions of compliance
Updated: March 21st 2023
Image © by Ralph Foorthuis and Ingrid Meus
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