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
Kucklick J-P. HIEF: a holistic interpretability and explainability framework. Journal of Decision Systems. Published online 2023:1-41. doi:10.1080/12460125.2023.2207268
LibreCat | DOI | Download (ext.)
 
[9]
2022 | Conference Paper | LibreCat-ID: 27506 | OA
Kucklick J-P. Visual Interpretability of Image-based Real Estate Appraisal. In: 55th Annual Hawaii International Conference on System Sciences (HICSS-55). ; 2022.
LibreCat | Download (ext.)
 
[8]
2022 | Conference Paper | LibreCat-ID: 27507 | OA
Heuwinkel T, Kucklick J-P, Müller O. Using Geolocated Text to Quantify Location in Real Estate Appraisal. In: 55th Annual Hawaii International Conference on System Sciences (HICSS-55). ; 2022.
LibreCat | Download (ext.)
 
[7]
2022 | Conference Paper | LibreCat-ID: 29539 | OA
Kucklick J-P. Towards a model- and data-focused taxonomy of XAI systems. In: Wirtschaftsinformatik 2022 Proceedings. ; 2022.
LibreCat | Download (ext.)
 
[6]
2022 | Journal Article | LibreCat-ID: 35620
Kucklick J-P, Müller O. Tackling the Accuracy–Interpretability Trade-off: Interpretable Deep Learning Models for Satellite Image-based Real Estate Appraisal. ACM Transactions on Management Information Systems. Published online 2022. doi:10.1145/3567430
LibreCat | DOI | Download (ext.)
 
[5]
2021 | Conference Paper | LibreCat-ID: 21204 | OA
Kucklick J-P, Müller O. 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
Kucklick J-P, Müller J, Beverungen D, Müller O. Quantifying the Impact of Location Data for Real Estate Appraisal – A GIS-based Deep Learning Approach. In: European Conference on Information Systems. ; 2021.
LibreCat | Download (ext.)
 
[3]
2020 | Conference Paper | LibreCat-ID: 17348
Kucklick J-P, Müller O. 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
Kucklick J-P, Kamm MR, Schneider J, vom Brocke J. Extending Loyalty Programs with BI Functionalities A Case Study for Brick-and-Mortar Stores. In: Proceedings of the 53rd Hawaii International Conference on System Sciences. ; 2020.
LibreCat | Download (ext.)
 
[1]
2020 | Journal Article | LibreCat-ID: 35662
Kamm MR, Kucklick J-P, Schneider J, vom Brocke J. Data mining for small shops: Empowering brick-and-mortar stores through BI functionalities of a loyalty program1. Information Systems Management. 2020;38(4):270-286. 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
Kucklick J-P. HIEF: a holistic interpretability and explainability framework. Journal of Decision Systems. Published online 2023:1-41. doi:10.1080/12460125.2023.2207268
LibreCat | DOI | Download (ext.)
 
[9]
2022 | Conference Paper | LibreCat-ID: 27506 | OA
Kucklick J-P. Visual Interpretability of Image-based Real Estate Appraisal. In: 55th Annual Hawaii International Conference on System Sciences (HICSS-55). ; 2022.
LibreCat | Download (ext.)
 
[8]
2022 | Conference Paper | LibreCat-ID: 27507 | OA
Heuwinkel T, Kucklick J-P, Müller O. Using Geolocated Text to Quantify Location in Real Estate Appraisal. In: 55th Annual Hawaii International Conference on System Sciences (HICSS-55). ; 2022.
LibreCat | Download (ext.)
 
[7]
2022 | Conference Paper | LibreCat-ID: 29539 | OA
Kucklick J-P. Towards a model- and data-focused taxonomy of XAI systems. In: Wirtschaftsinformatik 2022 Proceedings. ; 2022.
LibreCat | Download (ext.)
 
[6]
2022 | Journal Article | LibreCat-ID: 35620
Kucklick J-P, Müller O. Tackling the Accuracy–Interpretability Trade-off: Interpretable Deep Learning Models for Satellite Image-based Real Estate Appraisal. ACM Transactions on Management Information Systems. Published online 2022. doi:10.1145/3567430
LibreCat | DOI | Download (ext.)
 
[5]
2021 | Conference Paper | LibreCat-ID: 21204 | OA
Kucklick J-P, Müller O. 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
Kucklick J-P, Müller J, Beverungen D, Müller O. Quantifying the Impact of Location Data for Real Estate Appraisal – A GIS-based Deep Learning Approach. In: European Conference on Information Systems. ; 2021.
LibreCat | Download (ext.)
 
[3]
2020 | Conference Paper | LibreCat-ID: 17348
Kucklick J-P, Müller O. 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
Kucklick J-P, Kamm MR, Schneider J, vom Brocke J. Extending Loyalty Programs with BI Functionalities A Case Study for Brick-and-Mortar Stores. In: Proceedings of the 53rd Hawaii International Conference on System Sciences. ; 2020.
LibreCat | Download (ext.)
 
[1]
2020 | Journal Article | LibreCat-ID: 35662
Kamm MR, Kucklick J-P, Schneider J, vom Brocke J. Data mining for small shops: Empowering brick-and-mortar stores through BI functionalities of a loyalty program1. Information Systems Management. 2020;38(4):270-286. doi:10.1080/10580530.2020.1855486
LibreCat | DOI | Download (ext.)
 
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Citation Style: AMA

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