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
@article{Kucklick_2023, title={HIEF: a holistic interpretability and explainability framework}, DOI={10.1080/12460125.2023.2207268}, journal={Journal of Decision Systems}, publisher={Taylor & Francis}, author={Kucklick, Jan-Peter}, year={2023}, pages={1–41} }
LibreCat | DOI | Download (ext.)
 
[9]
2022 | Conference Paper | LibreCat-ID: 27506 | OA
@inproceedings{Kucklick_2022, title={Visual Interpretability of Image-based Real Estate Appraisal}, booktitle={55th Annual Hawaii International Conference on System Sciences (HICSS-55)}, author={Kucklick, Jan-Peter}, year={2022} }
LibreCat | Download (ext.)
 
[8]
2022 | Conference Paper | LibreCat-ID: 27507 | OA
@inproceedings{Heuwinkel_Kucklick_Müller_2022, title={Using Geolocated Text to Quantify Location in Real Estate Appraisal}, booktitle={55th Annual Hawaii International Conference on System Sciences (HICSS-55)}, author={Heuwinkel, Tim and Kucklick, Jan-Peter and Müller, Oliver}, year={2022} }
LibreCat | Download (ext.)
 
[7]
2022 | Conference Paper | LibreCat-ID: 29539 | OA
@inproceedings{Kucklick_2022, title={Towards a model- and data-focused taxonomy of XAI systems}, booktitle={Wirtschaftsinformatik 2022 Proceedings}, author={Kucklick, Jan-Peter}, year={2022} }
LibreCat | Download (ext.)
 
[6]
2022 | Journal Article | LibreCat-ID: 35620
@article{Kucklick_Müller_2022, title={Tackling the Accuracy–Interpretability Trade-off: Interpretable Deep Learning Models for Satellite Image-based Real Estate Appraisal}, DOI={10.1145/3567430}, journal={ACM Transactions on Management Information Systems}, publisher={Association for Computing Machinery (ACM)}, author={Kucklick, Jan-Peter and Müller, Oliver}, year={2022} }
LibreCat | DOI | Download (ext.)
 
[5]
2021 | Conference Paper | LibreCat-ID: 21204 | OA
@inproceedings{Kucklick_Müller_2021, title={A Comparison of Multi-View Learning Strategies for Satellite Image-based Real Estate Appraisal}, booktitle={ The AAAI-21 Workshop on Knowledge Discovery from Unstructured Data in Financial Services}, author={Kucklick, Jan-Peter and Müller, Oliver}, year={2021} }
LibreCat | Download (ext.)
 
[4]
2021 | Conference Paper | LibreCat-ID: 22514 | OA
@inproceedings{Kucklick_Müller_Beverungen_Müller_2021, title={Quantifying the Impact of Location Data for Real Estate Appraisal – A GIS-based Deep Learning Approach}, booktitle={European Conference on Information Systems}, author={Kucklick, Jan-Peter and Müller, Jennifer and Beverungen, Daniel and Müller, Oliver}, year={2021} }
LibreCat | Download (ext.)
 
[3]
2020 | Conference Paper | LibreCat-ID: 17348
@inproceedings{Kucklick_Müller_2020, title={Location, location, location: Satellite image-based real-estate  appraisal}, booktitle={Symposium on Statistical Challenges in Electronic Commerce Research (SCECR)}, author={Kucklick, Jan-Peter and Müller, Oliver}, year={2020} }
LibreCat | arXiv
 
[2]
2020 | Conference Paper | LibreCat-ID: 35660
@inproceedings{Kucklick_Kamm_Schneider_vom Brocke_2020, title={Extending Loyalty Programs with BI Functionalities A Case Study for Brick-and-Mortar Stores}, booktitle={Proceedings of the 53rd Hawaii International Conference on System Sciences}, author={Kucklick, Jan-Peter and Kamm, Michael Reiner and Schneider, Johannes and vom Brocke, Jan}, year={2020} }
LibreCat | Download (ext.)
 
[1]
2020 | Journal Article | LibreCat-ID: 35662
@article{Kamm_Kucklick_Schneider_vom Brocke_2020, title={Data mining for small shops: Empowering brick-and-mortar stores through BI functionalities of a loyalty program1}, volume={38}, DOI={10.1080/10580530.2020.1855486}, number={4}, journal={Information Systems Management}, publisher={Informa UK Limited}, author={Kamm, Michael Reiner and Kucklick, Jan-Peter and Schneider, Johannes and vom Brocke, Jan}, year={2020}, pages={270–286} }
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10 Publications

Mark all

[10]
2023 | Journal Article | LibreCat-ID: 45299
@article{Kucklick_2023, title={HIEF: a holistic interpretability and explainability framework}, DOI={10.1080/12460125.2023.2207268}, journal={Journal of Decision Systems}, publisher={Taylor & Francis}, author={Kucklick, Jan-Peter}, year={2023}, pages={1–41} }
LibreCat | DOI | Download (ext.)
 
[9]
2022 | Conference Paper | LibreCat-ID: 27506 | OA
@inproceedings{Kucklick_2022, title={Visual Interpretability of Image-based Real Estate Appraisal}, booktitle={55th Annual Hawaii International Conference on System Sciences (HICSS-55)}, author={Kucklick, Jan-Peter}, year={2022} }
LibreCat | Download (ext.)
 
[8]
2022 | Conference Paper | LibreCat-ID: 27507 | OA
@inproceedings{Heuwinkel_Kucklick_Müller_2022, title={Using Geolocated Text to Quantify Location in Real Estate Appraisal}, booktitle={55th Annual Hawaii International Conference on System Sciences (HICSS-55)}, author={Heuwinkel, Tim and Kucklick, Jan-Peter and Müller, Oliver}, year={2022} }
LibreCat | Download (ext.)
 
[7]
2022 | Conference Paper | LibreCat-ID: 29539 | OA
@inproceedings{Kucklick_2022, title={Towards a model- and data-focused taxonomy of XAI systems}, booktitle={Wirtschaftsinformatik 2022 Proceedings}, author={Kucklick, Jan-Peter}, year={2022} }
LibreCat | Download (ext.)
 
[6]
2022 | Journal Article | LibreCat-ID: 35620
@article{Kucklick_Müller_2022, title={Tackling the Accuracy–Interpretability Trade-off: Interpretable Deep Learning Models for Satellite Image-based Real Estate Appraisal}, DOI={10.1145/3567430}, journal={ACM Transactions on Management Information Systems}, publisher={Association for Computing Machinery (ACM)}, author={Kucklick, Jan-Peter and Müller, Oliver}, year={2022} }
LibreCat | DOI | Download (ext.)
 
[5]
2021 | Conference Paper | LibreCat-ID: 21204 | OA
@inproceedings{Kucklick_Müller_2021, title={A Comparison of Multi-View Learning Strategies for Satellite Image-based Real Estate Appraisal}, booktitle={ The AAAI-21 Workshop on Knowledge Discovery from Unstructured Data in Financial Services}, author={Kucklick, Jan-Peter and Müller, Oliver}, year={2021} }
LibreCat | Download (ext.)
 
[4]
2021 | Conference Paper | LibreCat-ID: 22514 | OA
@inproceedings{Kucklick_Müller_Beverungen_Müller_2021, title={Quantifying the Impact of Location Data for Real Estate Appraisal – A GIS-based Deep Learning Approach}, booktitle={European Conference on Information Systems}, author={Kucklick, Jan-Peter and Müller, Jennifer and Beverungen, Daniel and Müller, Oliver}, year={2021} }
LibreCat | Download (ext.)
 
[3]
2020 | Conference Paper | LibreCat-ID: 17348
@inproceedings{Kucklick_Müller_2020, title={Location, location, location: Satellite image-based real-estate  appraisal}, booktitle={Symposium on Statistical Challenges in Electronic Commerce Research (SCECR)}, author={Kucklick, Jan-Peter and Müller, Oliver}, year={2020} }
LibreCat | arXiv
 
[2]
2020 | Conference Paper | LibreCat-ID: 35660
@inproceedings{Kucklick_Kamm_Schneider_vom Brocke_2020, title={Extending Loyalty Programs with BI Functionalities A Case Study for Brick-and-Mortar Stores}, booktitle={Proceedings of the 53rd Hawaii International Conference on System Sciences}, author={Kucklick, Jan-Peter and Kamm, Michael Reiner and Schneider, Johannes and vom Brocke, Jan}, year={2020} }
LibreCat | Download (ext.)
 
[1]
2020 | Journal Article | LibreCat-ID: 35662
@article{Kamm_Kucklick_Schneider_vom Brocke_2020, title={Data mining for small shops: Empowering brick-and-mortar stores through BI functionalities of a loyalty program1}, volume={38}, DOI={10.1080/10580530.2020.1855486}, number={4}, journal={Information Systems Management}, publisher={Informa UK Limited}, author={Kamm, Michael Reiner and Kucklick, Jan-Peter and Schneider, Johannes and vom Brocke, Jan}, year={2020}, pages={270–286} }
LibreCat | DOI | Download (ext.)
 
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