Jan-Peter Kucklick

Department 3: Wirtschaftsinformatik
Wirtschaftsinformatik, insb. Data Analytics
jan.kucklick@uni-paderborn.de
ID
77066

10 Publications

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[10]
2023 | Journal Article | LibreCat-ID: 45299
J.-P. Kucklick, “HIEF: a holistic interpretability and explainability framework,” Journal of Decision Systems, pp. 1–41, 2023, doi: 10.1080/12460125.2023.2207268.
LibreCat | DOI | Download (ext.)
 
[9]
2022 | Conference Paper | LibreCat-ID: 27506 | OA
J.-P. Kucklick, “Visual Interpretability of Image-based Real Estate Appraisal,” presented at the Hawaii International Conference on System Science (HICSS), Virtual, 2022.
LibreCat | Download (ext.)
 
[8]
2022 | Conference Paper | LibreCat-ID: 27507 | OA
T. Heuwinkel, J.-P. Kucklick, and O. Müller, “Using Geolocated Text to Quantify Location in Real Estate Appraisal,” presented at the Hawaii International Conference on System Science (HICSS), Virtual, 2022.
LibreCat | Download (ext.)
 
[7]
2022 | Conference Paper | LibreCat-ID: 29539 | OA
J.-P. Kucklick, “Towards a model- and data-focused taxonomy of XAI systems,” presented at the Wirtschaftsinformatik 2022 (WI22), Nürnberg (online), 2022.
LibreCat | Download (ext.)
 
[6]
2022 | Journal Article | LibreCat-ID: 35620
J.-P. Kucklick and O. Müller, “Tackling the Accuracy–Interpretability Trade-off: Interpretable Deep Learning Models for Satellite Image-based Real Estate Appraisal,” ACM Transactions on Management Information Systems, 2022, doi: 10.1145/3567430.
LibreCat | DOI | Download (ext.)
 
[5]
2021 | Conference Paper | LibreCat-ID: 21204 | OA
J.-P. Kucklick and O. Müller, “A Comparison of Multi-View Learning Strategies for Satellite Image-based Real Estate Appraisal,” in The AAAI-21 Workshop on Knowledge Discovery from Unstructured Data in Financial Services, 2021.
LibreCat | Download (ext.)
 
[4]
2021 | Conference Paper | LibreCat-ID: 22514 | OA
J.-P. Kucklick, J. Müller, D. Beverungen, and O. Müller, “Quantifying the Impact of Location Data for Real Estate Appraisal – A GIS-based Deep Learning Approach,” in European Conference on Information Systems, Virtual, 2021.
LibreCat | Download (ext.)
 
[3]
2020 | Conference Paper | LibreCat-ID: 17348
J.-P. Kucklick and O. Müller, “Location, location, location: Satellite image-based real-estate  appraisal,” in Symposium on Statistical Challenges in Electronic Commerce Research (SCECR), 2020.
LibreCat | arXiv
 
[2]
2020 | Conference Paper | LibreCat-ID: 35660
J.-P. Kucklick, M. R. Kamm, J. Schneider, and J. vom Brocke, “Extending Loyalty Programs with BI Functionalities A Case Study for Brick-and-Mortar Stores,” presented at the 53th Annual Hawaii International Conference on System Sciences (HICSS-53), 2020.
LibreCat | Download (ext.)
 
[1]
2020 | Journal Article | LibreCat-ID: 35662
M. R. Kamm, J.-P. Kucklick, J. Schneider, and J. vom Brocke, “Data mining for small shops: Empowering brick-and-mortar stores through BI functionalities of a loyalty program1,” Information Systems Management, vol. 38, no. 4, pp. 270–286, 2020, doi: 10.1080/10580530.2020.1855486.
LibreCat | DOI | Download (ext.)
 
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10 Publications

Mark all

[10]
2023 | Journal Article | LibreCat-ID: 45299
J.-P. Kucklick, “HIEF: a holistic interpretability and explainability framework,” Journal of Decision Systems, pp. 1–41, 2023, doi: 10.1080/12460125.2023.2207268.
LibreCat | DOI | Download (ext.)
 
[9]
2022 | Conference Paper | LibreCat-ID: 27506 | OA
J.-P. Kucklick, “Visual Interpretability of Image-based Real Estate Appraisal,” presented at the Hawaii International Conference on System Science (HICSS), Virtual, 2022.
LibreCat | Download (ext.)
 
[8]
2022 | Conference Paper | LibreCat-ID: 27507 | OA
T. Heuwinkel, J.-P. Kucklick, and O. Müller, “Using Geolocated Text to Quantify Location in Real Estate Appraisal,” presented at the Hawaii International Conference on System Science (HICSS), Virtual, 2022.
LibreCat | Download (ext.)
 
[7]
2022 | Conference Paper | LibreCat-ID: 29539 | OA
J.-P. Kucklick, “Towards a model- and data-focused taxonomy of XAI systems,” presented at the Wirtschaftsinformatik 2022 (WI22), Nürnberg (online), 2022.
LibreCat | Download (ext.)
 
[6]
2022 | Journal Article | LibreCat-ID: 35620
J.-P. Kucklick and O. Müller, “Tackling the Accuracy–Interpretability Trade-off: Interpretable Deep Learning Models for Satellite Image-based Real Estate Appraisal,” ACM Transactions on Management Information Systems, 2022, doi: 10.1145/3567430.
LibreCat | DOI | Download (ext.)
 
[5]
2021 | Conference Paper | LibreCat-ID: 21204 | OA
J.-P. Kucklick and O. Müller, “A Comparison of Multi-View Learning Strategies for Satellite Image-based Real Estate Appraisal,” in The AAAI-21 Workshop on Knowledge Discovery from Unstructured Data in Financial Services, 2021.
LibreCat | Download (ext.)
 
[4]
2021 | Conference Paper | LibreCat-ID: 22514 | OA
J.-P. Kucklick, J. Müller, D. Beverungen, and O. Müller, “Quantifying the Impact of Location Data for Real Estate Appraisal – A GIS-based Deep Learning Approach,” in European Conference on Information Systems, Virtual, 2021.
LibreCat | Download (ext.)
 
[3]
2020 | Conference Paper | LibreCat-ID: 17348
J.-P. Kucklick and O. Müller, “Location, location, location: Satellite image-based real-estate  appraisal,” in Symposium on Statistical Challenges in Electronic Commerce Research (SCECR), 2020.
LibreCat | arXiv
 
[2]
2020 | Conference Paper | LibreCat-ID: 35660
J.-P. Kucklick, M. R. Kamm, J. Schneider, and J. vom Brocke, “Extending Loyalty Programs with BI Functionalities A Case Study for Brick-and-Mortar Stores,” presented at the 53th Annual Hawaii International Conference on System Sciences (HICSS-53), 2020.
LibreCat | Download (ext.)
 
[1]
2020 | Journal Article | LibreCat-ID: 35662
M. R. Kamm, J.-P. Kucklick, J. Schneider, and J. vom Brocke, “Data mining for small shops: Empowering brick-and-mortar stores through BI functionalities of a loyalty program1,” Information Systems Management, vol. 38, no. 4, pp. 270–286, 2020, doi: 10.1080/10580530.2020.1855486.
LibreCat | DOI | Download (ext.)
 
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Citation Style: IEEE

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