[{"language":[{"iso":"eng"}],"_id":"65815","user_id":"62222","author":[{"id":"62222","last_name":"Zalipski","first_name":"Kevin","full_name":"Zalipski, Kevin"},{"full_name":"Zapata Gonzalez, David Ricardo","last_name":"Zapata Gonzalez","first_name":"David Ricardo","id":"105506"},{"id":"72849","full_name":"Müller, Oliver","first_name":"Oliver","last_name":"Müller"}],"year":"2026","status":"public","title":"Predicting Heterogeneous Treatment Effects Of Building Energy Saving Retrofits Using Causal Machine Learning","date_updated":"2026-06-09T09:20:07Z","date_created":"2026-06-09T09:16:41Z","type":"conference","citation":{"short":"K. Zalipski, D.R. Zapata Gonzalez, O. Müller, in: 2026.","chicago":"Zalipski, Kevin, David Ricardo Zapata Gonzalez, and Oliver Müller. “Predicting Heterogeneous Treatment Effects Of Building Energy Saving Retrofits Using Causal Machine Learning,” 2026.","ieee":"K. Zalipski, D. R. Zapata Gonzalez, and O. Müller, “Predicting Heterogeneous Treatment Effects Of Building Energy Saving Retrofits Using Causal Machine Learning,” 2026.","apa":"Zalipski, K., Zapata Gonzalez, D. R., &#38; Müller, O. (2026). <i>Predicting Heterogeneous Treatment Effects Of Building Energy Saving Retrofits Using Causal Machine Learning</i>.","bibtex":"@inproceedings{Zalipski_Zapata Gonzalez_Müller_2026, title={Predicting Heterogeneous Treatment Effects Of Building Energy Saving Retrofits Using Causal Machine Learning}, author={Zalipski, Kevin and Zapata Gonzalez, David Ricardo and Müller, Oliver}, year={2026} }","ama":"Zalipski K, Zapata Gonzalez DR, Müller O. Predicting Heterogeneous Treatment Effects Of Building Energy Saving Retrofits Using Causal Machine Learning. In: ; 2026.","mla":"Zalipski, Kevin, et al. <i>Predicting Heterogeneous Treatment Effects Of Building Energy Saving Retrofits Using Causal Machine Learning</i>. 2026."}},{"doi":"10.1016/j.apenergy.2026.127984","article_number":"127984","language":[{"iso":"eng"}],"date_updated":"2026-09-01T11:17:24Z","publication_status":"published","intvolume":"       417","title":"Temporal causal feature selection for robust machine learning modelling of data center operations","year":"2026","publication_identifier":{"issn":["0306-2619"]},"author":[{"id":"105506","first_name":"David Ricardo","last_name":"Zapata Gonzalez","full_name":"Zapata Gonzalez, David Ricardo"},{"id":"105120","first_name":"Marcel","last_name":"Meyer","orcid":" 0009-0005-9136-8525","full_name":"Meyer, Marcel"},{"full_name":"Zalipski, Kevin","last_name":"Zalipski","first_name":"Kevin","id":"62222"},{"id":"72849","full_name":"Müller, Oliver","last_name":"Müller","first_name":"Oliver"}],"type":"journal_article","department":[{"_id":"196"}],"date_created":"2026-06-09T07:14:48Z","publication":"Applied Energy","user_id":"105120","volume":417,"publisher":"Elsevier BV","_id":"65810","status":"public","project":[{"name":"DC2HEAT - Data Centre HEat Recovery with AI-Technologies","_id":"824"}],"citation":{"short":"D.R. Zapata Gonzalez, M. Meyer, K. Zalipski, O. Müller, Applied Energy 417 (2026).","chicago":"Zapata Gonzalez, David Ricardo, Marcel Meyer, Kevin Zalipski, and Oliver Müller. “Temporal Causal Feature Selection for Robust Machine Learning Modelling of Data Center Operations.” <i>Applied Energy</i> 417 (2026). <a href=\"https://doi.org/10.1016/j.apenergy.2026.127984\">https://doi.org/10.1016/j.apenergy.2026.127984</a>.","ieee":"D. R. Zapata Gonzalez, M. Meyer, K. Zalipski, and O. Müller, “Temporal causal feature selection for robust machine learning modelling of data center operations,” <i>Applied Energy</i>, vol. 417, Art. no. 127984, 2026, doi: <a href=\"https://doi.org/10.1016/j.apenergy.2026.127984\">10.1016/j.apenergy.2026.127984</a>.","apa":"Zapata Gonzalez, D. R., Meyer, M., Zalipski, K., &#38; Müller, O. (2026). Temporal causal feature selection for robust machine learning modelling of data center operations. <i>Applied Energy</i>, <i>417</i>, Article 127984. <a href=\"https://doi.org/10.1016/j.apenergy.2026.127984\">https://doi.org/10.1016/j.apenergy.2026.127984</a>","bibtex":"@article{Zapata Gonzalez_Meyer_Zalipski_Müller_2026, title={Temporal causal feature selection for robust machine learning modelling of data center operations}, volume={417}, DOI={<a href=\"https://doi.org/10.1016/j.apenergy.2026.127984\">10.1016/j.apenergy.2026.127984</a>}, number={127984}, journal={Applied Energy}, publisher={Elsevier BV}, author={Zapata Gonzalez, David Ricardo and Meyer, Marcel and Zalipski, Kevin and Müller, Oliver}, year={2026} }","ama":"Zapata Gonzalez DR, Meyer M, Zalipski K, Müller O. Temporal causal feature selection for robust machine learning modelling of data center operations. <i>Applied Energy</i>. 2026;417. doi:<a href=\"https://doi.org/10.1016/j.apenergy.2026.127984\">10.1016/j.apenergy.2026.127984</a>","mla":"Zapata Gonzalez, David Ricardo, et al. “Temporal Causal Feature Selection for Robust Machine Learning Modelling of Data Center Operations.” <i>Applied Energy</i>, vol. 417, 127984, Elsevier BV, 2026, doi:<a href=\"https://doi.org/10.1016/j.apenergy.2026.127984\">10.1016/j.apenergy.2026.127984</a>."}},{"type":"conference","department":[{"_id":"196"}],"date_created":"2026-09-01T09:46:25Z","project":[{"_id":"824","name":"DC2HEAT - Data Centre HEat Recovery with AI-Technologies"}],"publication":"Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2","citation":{"short":"M. Meyer, S.B. Kaltenpoth, H. Albers, K. Zalipski, O. Müller, in: Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2, ACM, 2026.","chicago":"Meyer, Marcel, Sascha Benjamin Kaltenpoth, Henrik Albers, Kevin Zalipski, and Oliver Müller. “TS-Arena -- A Live Forecast Pre-Registration Platform.” In <i>Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2</i>. ACM, 2026. <a href=\"https://doi.org/10.1145/3770855.3817515\">https://doi.org/10.1145/3770855.3817515</a>.","ieee":"M. Meyer, S. B. Kaltenpoth, H. Albers, K. Zalipski, and O. Müller, “TS-Arena -- A Live Forecast Pre-Registration Platform,” 2026, doi: <a href=\"https://doi.org/10.1145/3770855.3817515\">10.1145/3770855.3817515</a>.","apa":"Meyer, M., Kaltenpoth, S. B., Albers, H., Zalipski, K., &#38; Müller, O. (2026). TS-Arena -- A Live Forecast Pre-Registration Platform. <i>Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2</i>. <a href=\"https://doi.org/10.1145/3770855.3817515\">https://doi.org/10.1145/3770855.3817515</a>","bibtex":"@inproceedings{Meyer_Kaltenpoth_Albers_Zalipski_Müller_2026, title={TS-Arena -- A Live Forecast Pre-Registration Platform}, DOI={<a href=\"https://doi.org/10.1145/3770855.3817515\">10.1145/3770855.3817515</a>}, booktitle={Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2}, publisher={ACM}, author={Meyer, Marcel and Kaltenpoth, Sascha Benjamin and Albers, Henrik and Zalipski, Kevin and Müller, Oliver}, year={2026} }","ama":"Meyer M, Kaltenpoth SB, Albers H, Zalipski K, Müller O. TS-Arena -- A Live Forecast Pre-Registration Platform. In: <i>Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2</i>. ACM; 2026. doi:<a href=\"https://doi.org/10.1145/3770855.3817515\">10.1145/3770855.3817515</a>","mla":"Meyer, Marcel, et al. “TS-Arena -- A Live Forecast Pre-Registration Platform.” <i>Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2</i>, ACM, 2026, doi:<a href=\"https://doi.org/10.1145/3770855.3817515\">10.1145/3770855.3817515</a>."},"user_id":"105120","doi":"10.1145/3770855.3817515","_id":"66903","publisher":"ACM","language":[{"iso":"eng"}],"publication_status":"published","date_updated":"2026-09-01T13:09:27Z","year":"2026","status":"public","title":"TS-Arena -- A Live Forecast Pre-Registration Platform","author":[{"id":"105120","first_name":"Marcel","last_name":"Meyer","orcid":" 0009-0005-9136-8525","full_name":"Meyer, Marcel"},{"id":"50640","full_name":"Kaltenpoth, Sascha Benjamin","last_name":"Kaltenpoth","first_name":"Sascha Benjamin"},{"id":"57403","first_name":"Henrik","last_name":"Albers","orcid":"https://orcid.org/0009-0004-8388-619X","full_name":"Albers, Henrik"},{"first_name":"Kevin","last_name":"Zalipski","full_name":"Zalipski, Kevin","id":"62222"},{"id":"72849","full_name":"Müller, Oliver","last_name":"Müller","first_name":"Oliver"}]}]
