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, Jan-Peter. “HIEF: A Holistic Interpretability and Explainability Framework.” Journal of Decision Systems, 2023, 1–41. https://doi.org/10.1080/12460125.2023.2207268.
LibreCat | DOI | Download (ext.)
 
[9]
2022 | Conference Paper | LibreCat-ID: 27506 | OA
Kucklick, Jan-Peter. “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, Tim, Jan-Peter Kucklick, and Oliver Müller. “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, Jan-Peter. “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, Jan-Peter, and Oliver 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. https://doi.org/10.1145/3567430.
LibreCat | DOI | Download (ext.)
 
[5]
2021 | Conference Paper | LibreCat-ID: 21204 | OA
Kucklick, Jan-Peter, and Oliver 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
Kucklick, Jan-Peter, Jennifer Müller, Daniel Beverungen, and Oliver Müller. “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, Jan-Peter, and Oliver 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
Kucklick, Jan-Peter, Michael Reiner Kamm, Johannes Schneider, and Jan vom Brocke. “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, Michael Reiner, Jan-Peter Kucklick, Johannes Schneider, and Jan vom Brocke. “Data Mining for Small Shops: Empowering Brick-and-Mortar Stores through BI Functionalities of a Loyalty Program1.” Information Systems Management 38, no. 4 (2020): 270–86. https://doi.org/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, Jan-Peter. “HIEF: A Holistic Interpretability and Explainability Framework.” Journal of Decision Systems, 2023, 1–41. https://doi.org/10.1080/12460125.2023.2207268.
LibreCat | DOI | Download (ext.)
 
[9]
2022 | Conference Paper | LibreCat-ID: 27506 | OA
Kucklick, Jan-Peter. “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, Tim, Jan-Peter Kucklick, and Oliver Müller. “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, Jan-Peter. “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, Jan-Peter, and Oliver 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. https://doi.org/10.1145/3567430.
LibreCat | DOI | Download (ext.)
 
[5]
2021 | Conference Paper | LibreCat-ID: 21204 | OA
Kucklick, Jan-Peter, and Oliver 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
Kucklick, Jan-Peter, Jennifer Müller, Daniel Beverungen, and Oliver Müller. “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, Jan-Peter, and Oliver 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
Kucklick, Jan-Peter, Michael Reiner Kamm, Johannes Schneider, and Jan vom Brocke. “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, Michael Reiner, Jan-Peter Kucklick, Johannes Schneider, and Jan vom Brocke. “Data Mining for Small Shops: Empowering Brick-and-Mortar Stores through BI Functionalities of a Loyalty Program1.” Information Systems Management 38, no. 4 (2020): 270–86. https://doi.org/10.1080/10580530.2020.1855486.
LibreCat | DOI | Download (ext.)
 
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Citation Style: Chicago

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