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
HIEF: a holistic interpretability and explainability framework
J.-P. Kucklick, Journal of Decision Systems (2023) 1–41.
LibreCat | DOI | Download (ext.)
 
[9]
2022 | Conference Paper | LibreCat-ID: 27506 | OA
Visual Interpretability of Image-based Real Estate Appraisal
J.-P. Kucklick, in: 55th Annual Hawaii International Conference on System Sciences (HICSS-55), 2022.
LibreCat | Download (ext.)
 
[8]
2022 | Conference Paper | LibreCat-ID: 27507 | OA
Using Geolocated Text to Quantify Location in Real Estate Appraisal
T. Heuwinkel, J.-P. Kucklick, O. Müller, in: 55th Annual Hawaii International Conference on System Sciences (HICSS-55), 2022.
LibreCat | Download (ext.)
 
[7]
2022 | Conference Paper | LibreCat-ID: 29539 | OA
Towards a model- and data-focused taxonomy of XAI systems
J.-P. Kucklick, in: Wirtschaftsinformatik 2022 Proceedings, 2022.
LibreCat | Download (ext.)
 
[6]
2022 | Journal Article | LibreCat-ID: 35620
Tackling the Accuracy–Interpretability Trade-off: Interpretable Deep Learning Models for Satellite Image-based Real Estate Appraisal
J.-P. Kucklick, O. Müller, ACM Transactions on Management Information Systems (2022).
LibreCat | DOI | Download (ext.)
 
[5]
2021 | Conference Paper | LibreCat-ID: 21204 | OA
A Comparison of Multi-View Learning Strategies for Satellite Image-based Real Estate Appraisal
J.-P. Kucklick, O. Müller, 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
Quantifying the Impact of Location Data for Real Estate Appraisal – A GIS-based Deep Learning Approach
J.-P. Kucklick, J. Müller, D. Beverungen, O. Müller, in: European Conference on Information Systems, 2021.
LibreCat | Download (ext.)
 
[3]
2020 | Conference Paper | LibreCat-ID: 17348
Location, location, location: Satellite image-based real-estate appraisal
J.-P. Kucklick, O. Müller, in: Symposium on Statistical Challenges in Electronic Commerce Research (SCECR), 2020.
LibreCat | arXiv
 
[2]
2020 | Conference Paper | LibreCat-ID: 35660
Extending Loyalty Programs with BI Functionalities A Case Study for Brick-and-Mortar Stores
J.-P. Kucklick, M.R. Kamm, J. Schneider, J. vom Brocke, in: Proceedings of the 53rd Hawaii International Conference on System Sciences, 2020.
LibreCat | Download (ext.)
 
[1]
2020 | Journal Article | LibreCat-ID: 35662
Data mining for small shops: Empowering brick-and-mortar stores through BI functionalities of a loyalty program1
M.R. Kamm, J.-P. Kucklick, J. Schneider, J. vom Brocke, Information Systems Management 38 (2020) 270–286.
LibreCat | DOI | Download (ext.)
 
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10 Publications

Mark all

[10]
2023 | Journal Article | LibreCat-ID: 45299
HIEF: a holistic interpretability and explainability framework
J.-P. Kucklick, Journal of Decision Systems (2023) 1–41.
LibreCat | DOI | Download (ext.)
 
[9]
2022 | Conference Paper | LibreCat-ID: 27506 | OA
Visual Interpretability of Image-based Real Estate Appraisal
J.-P. Kucklick, in: 55th Annual Hawaii International Conference on System Sciences (HICSS-55), 2022.
LibreCat | Download (ext.)
 
[8]
2022 | Conference Paper | LibreCat-ID: 27507 | OA
Using Geolocated Text to Quantify Location in Real Estate Appraisal
T. Heuwinkel, J.-P. Kucklick, O. Müller, in: 55th Annual Hawaii International Conference on System Sciences (HICSS-55), 2022.
LibreCat | Download (ext.)
 
[7]
2022 | Conference Paper | LibreCat-ID: 29539 | OA
Towards a model- and data-focused taxonomy of XAI systems
J.-P. Kucklick, in: Wirtschaftsinformatik 2022 Proceedings, 2022.
LibreCat | Download (ext.)
 
[6]
2022 | Journal Article | LibreCat-ID: 35620
Tackling the Accuracy–Interpretability Trade-off: Interpretable Deep Learning Models for Satellite Image-based Real Estate Appraisal
J.-P. Kucklick, O. Müller, ACM Transactions on Management Information Systems (2022).
LibreCat | DOI | Download (ext.)
 
[5]
2021 | Conference Paper | LibreCat-ID: 21204 | OA
A Comparison of Multi-View Learning Strategies for Satellite Image-based Real Estate Appraisal
J.-P. Kucklick, O. Müller, 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
Quantifying the Impact of Location Data for Real Estate Appraisal – A GIS-based Deep Learning Approach
J.-P. Kucklick, J. Müller, D. Beverungen, O. Müller, in: European Conference on Information Systems, 2021.
LibreCat | Download (ext.)
 
[3]
2020 | Conference Paper | LibreCat-ID: 17348
Location, location, location: Satellite image-based real-estate appraisal
J.-P. Kucklick, O. Müller, in: Symposium on Statistical Challenges in Electronic Commerce Research (SCECR), 2020.
LibreCat | arXiv
 
[2]
2020 | Conference Paper | LibreCat-ID: 35660
Extending Loyalty Programs with BI Functionalities A Case Study for Brick-and-Mortar Stores
J.-P. Kucklick, M.R. Kamm, J. Schneider, J. vom Brocke, in: Proceedings of the 53rd Hawaii International Conference on System Sciences, 2020.
LibreCat | Download (ext.)
 
[1]
2020 | Journal Article | LibreCat-ID: 35662
Data mining for small shops: Empowering brick-and-mortar stores through BI functionalities of a loyalty program1
M.R. Kamm, J.-P. Kucklick, J. Schneider, J. vom Brocke, Information Systems Management 38 (2020) 270–286.
LibreCat | DOI | Download (ext.)
 
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