TY - JOUR A1 - Kokje, Eesha A1 - Lermer, Eva A1 - Kleine, Anne-Kathrin A1 - Gaube, Susanne T1 - AI-Augmented Decision-Making in Face Matching: Comparing Concurrent and Non-Concurrent Advice Presentation JF - Cognitive Research: Principles and Implications KW - human–AI interaction KW - face matching KW - artificial intelligence KW - decision-making KW - AI advice KW - overreliance Y1 - 2026 U6 - https://doi.org/10.1186/s41235-026-00707-z SN - 2365-7464 VL - 11 IS - 2026,1 PB - Springer Science and Business Media LLC ER - TY - INPR A1 - Cecil, Julia A1 - Schaffernak, Insa A1 - Evangelou, Danae A1 - Lermer, Eva A1 - Gaube, Susanne A1 - Kleine, Anne-Kathrin T1 - Navigating the Complexity of AI Adoption in Psychotherapy by Identifying Key Facilitators and Barriers KW - technology adoption KW - mental healthcare KW - artificial intelligence Y1 - 2025 U6 - https://doi.org/10.21203/rs.3.rs-6546781/v1 PB - Springer Science and Business Media LLC ER - TY - JOUR A1 - Kokje, Eesha A1 - Lermer, Eva A1 - Donkin, Christopher A1 - Gaube, Susanne T1 - Understanding the Influence of Design-Related Factors on Human–AI Teaming in a Face Matching Task JF - Cognitive Research: Principles and Implications KW - artificial intelligence KW - human–AI interaction KW - face matching KW - AI advice KW - decision-making Y1 - 2026 U6 - https://doi.org/10.1186/s41235-025-00701-x SN - 2365-7464 VL - 11 IS - 2026,1 PB - Springer Science and Business Media LLC ER - TY - JOUR A1 - Hofmann, Peter A1 - Jöhnk, Jan A1 - Protschky, Dominik A1 - Buck, Christoph A1 - Stähle, Philipp A1 - Urbach, Nils T1 - Identifying Artificial Intelligence Use Cases: Toward a Method that Facilitates Garbage Can Innovation Processes JF - Information & Management KW - artificial intelligence KW - use case identification KW - decision-making KW - garbage can model KW - methodological guidance KW - action design research Y1 - 2025 U6 - https://doi.org/10.1016/j.im.2025.104261 SN - 0378-7206 VL - 63 IS - 2026,1 PB - Elsevier ER - TY - JOUR A1 - Gruber, Alice A1 - Köse, Neslihan T1 - Language Education Amid Digital Disruption: In-Service and Pre-Service Teacher Perspectives on AI Language Bias and Curriculum integration JF - Language Awareness KW - artificial intelligence KW - AI literacy KW - language ideology bias KW - pre-service and in-service teachers KW - teacher education Y1 - 2025 U6 - https://doi.org/10.1080/09658416.2025.2590680 SN - 1747-7565 IS - online first PB - Taylor & Francis ER - TY - THES A1 - Weber, Jana T1 - KI im Arbeitsalltag: Zusammenhänge zwischen der Wahrnehmung künstlicher Intelligenz und dem Wohlbefinden von Mitarbeitenden N2 - Die zunehmende Integration von KI im Arbeitsalltag wirft wichtige Fragen bezüglich ihrer Auswirkungen auf das Wohlbefinden von Mitarbeitenden auf. Diese Studie untersucht den Zusammenhang zwischen der Wahrnehmung von KI-Systemen am Arbeitsplatz und dem psychologischen Wohlbefinden. Dabei wird die vermittelnde Rolle der psychologischen Grundbedürfnisse nach Autonomie, Kompetenz und Verbundenheit genauer betrachtet. Zur Überprüfung der Forschungsfrage wurde eine quantitative Online-Erhebung durchgeführt. 82 erwerbstätige Personen wurden befragt, die regelmäßig KI bei der Arbeit nutzen. Die Ergebnisse bestätigen einen positiven Zusammenhang zwischen KI-Wahrnehmung und PERMA-Wohlbefinden. Sowohl die Nutzungsintensität als auch Nutzungsdauer führen zu einer positiveren KI-Wahrnehmung. Diese wiederum fördert alle drei psychologischen Grundbedürfnisse, wobei das Autonomieerleben am stärksten beeinflusst wird. Entgegen der Erwartungen mediieren die Grundbedürfnisse jedoch nicht den Effekt zwischen KIWahrnehmung und Wohlbefinden. Die Studie zeigt, dass subjektive Bewertungsprozesse von KI-Systemen für das Mitarbeitendenwohlbefinden von zentraler Bedeutung sind. Allerdings gelten für diesen Zusammenhang andere Wirkmechanismen, die über motivationstheoretische Ansätze hinaus gehen. N2 - The increasing integration of AI in the workplace raises important questions regarding its effects on employee well-being. This study examines the relationship between the perception of AI systems at work and psychological well-being, with particular focus on the mediating role of the basic psychological needs for autonomy, competence, and relatedness. To address the research question, a quantitative online survey was conducted with 82 employed individuals who regularly use AI at work. The results confirm a positive relationship between AI perception and PERMA well-being. Both usage intensity and duration lead to more positive AI perception, which in turn promotes all three basic psychological needs. Contrary to expectations, the basic needs do not mediate the effect between AI perception and wellbeing. The study demonstrates that subjective evaluation processes of AI systems are of central importance for employee well-being. However, different mechanisms apply to this relationship that extend beyond motivational theoretical approaches. KW - Künstliche Intelligenz KW - Arbeitsplatz KW - Wohlbefinden KW - PERMA KW - Selbstbestimmungstheorie KW - artificial intelligence KW - workplace KW - well-being KW - self-determination theory Y1 - 2025 U6 - https://doi.org/10.60524/opus-2858 ER - TY - CHAP A1 - Maile, Tobias A1 - Güldür Erkal, Burcu ED - Petrova, Ekaterina ED - Srećković, Marijana ED - Meda, Pedro ED - Soman, Ranjith K. ED - Beetz, Jakob ED - McArthur, Jenn ED - Hall, Daniel T1 - AI-Driven Insights in AEC: Literature Discovery and Practical Applications T2 - Proceedings of the 2025 European Conference on Computing in Construction KW - AI KW - artificial intelligence KW - literature research KW - AEC KW - use case Y1 - 2025 SN - 978-9-083451-31-2 U6 - https://doi.org/10.35490/EC3.2025.207 SN - 2684-1150 N1 - Full Proceedings DOI: 10.35490/EC3.2025 SP - 956 EP - 963 PB - European Council for Computing in Construction ER - TY - JOUR A1 - Mess, Elisabeth Veronica A1 - Regner, Matthias A1 - Balic, Sabahudin A1 - Kleybolte, Lukas A1 - Daufratshofer, Lisa A1 - Mahler, Andreas A1 - Tilmes, Sabrina A1 - Werlitz, Viktor A1 - Reuter, Claudia A1 - Teynor, Alexandra T1 - Detailed Analysis and Road Map Proposal for Care Transition Records and Their Transmission Process: Mixed Methods Study JF - JMIR Nursing KW - TI KW - care transition record KW - transmission management KW - observations KW - process modeling KW - telematics infrastructure KW - fast healthcare interoperability resources KW - FHIR KW - Health Level 7 KW - HL7 KW - medical information object KW - MIO KW - care information object care transition record KW - CIO-CTR KW - Pflegerisches Informationsobjekt-Überleitungsbogen KW - artificial intelligence KW - AI KW - PIO-ULB Y1 - 2025 U6 - https://doi.org/10.2196/60810 SN - 2562-7600 VL - 8 PB - JMIR Publications Inc. ER - TY - CHAP A1 - Meyer, Olga A1 - Böll, Marvin A1 - Legat, Christoph ED - Borangiu, Theodor ED - Trentesaux, Damien ED - Leitão, Paulo ED - Legat, Christoph T1 - Status and Future Prospects of the Standardization Framework Industry 4.0: A European Perspective T2 - Service Oriented, Holonic and Multi-agent Manufacturing Systems for Industry of the Future: Proceedings of SOHOMA 2024 KW - standards KW - regulation KW - European Union KW - digital twin KW - artificial intelligence Y1 - 2025 SN - 9783031853159 U6 - https://doi.org/10.1007/978-3-031-85316-6_5 SN - 1860-949X IS - (Studies in Computational Intelligence; 1197) SP - 55 EP - 68 PB - Springer Nature Switzerland CY - Cham ER - TY - JOUR A1 - Cecil, Julia A1 - Kleine, Anne-Kathrin A1 - Lermer, Eva A1 - Gaube, Susanne T1 - Mental Health Practitioners’ Perceptions and Adoption Intentions of AI-enabled Technologies: an International Mixed-methods Study JF - BMC Health Services Research KW - use intention KW - artificial intelligence KW - learning intention KW - mental healthcare KW - technology implementation Y1 - 2025 U6 - https://doi.org/10.1186/s12913-025-12715-8 SN - 1472-6963 VL - 25 IS - 2025,1 PB - Springer Science and Business Media LLC ER - TY - INPR A1 - Kokje, Eesha A1 - Lermer, Eva A1 - Kleine, Anne-Kathrin A1 - Gaube, Susanne T1 - AI-augmented Decision-making in Face Matching: Comparing Concurrent and Non-concurrent Advice Presentation KW - overreliance KW - human-AI interaction KW - face matching KW - artificial intelligence KW - decision-making KW - AI advice Y1 - 2025 U6 - https://doi.org/10.31219/osf.io/fjb59_v1 PB - Center for Open Science ER - TY - JOUR A1 - Watermann, Lara A1 - Kubowitsch, Simone A1 - Lermer, Eva T1 - AI and Work Design: A Positive Psychology Approach to Employee Well-Being JF - Gruppe. Interaktion. Organisation. Zeitschrift für Angewandte Organisationspsychologie (GIO) KW - artificial intelligence KW - work design KW - PERMA KW - psychological well-being KW - positive psychology Y1 - 2025 U6 - https://doi.org/10.1007/s11612-025-00806-3 SN - 2366-6218 IS - online first PB - Springer ER - TY - INPR A1 - Neumeier, Marion A1 - Tollkühn, Andreas A1 - Dorn, Sebastian A1 - Botsch, Michael A1 - Utschick, Wolfgang T1 - Gradient Derivation for Learnable Parameters in Graph Attention Networks KW - machine learning KW - artificial intelligence Y1 - 2023 U6 - https://doi.org/10.48550/arXiv.2304.10939 ER - TY - JOUR A1 - Gruber, Alice T1 - Student Interactions with Educational AI Chatbots in Language for Specific Purposes: Insights from Usage and Perspectives JF - Babylonia Journal of Language Education KW - artificial intelligence KW - educational AI chatbots KW - writing skills improvement KW - English for specific purposes Y1 - 2025 U6 - https://doi.org/10.55393/babylonia.v1i.501 SN - 2673-6454 IS - 2025,1 (Generative AI in foreign language teaching) SP - 66 EP - 69 PB - Association Babylonia Switzerland ER - TY - JOUR A1 - Sommer, Domenic A1 - Lermer, Eva A1 - Wahl, Florian A1 - Lopera G., Luis I. T1 - Assistive Technologies in Healthcare: Utilization and Healthcare Workers Perceptions in Germany JF - BMC Health Services Research KW - information and communication technologies KW - assistive technologies KW - healthcare workers KW - human-computer interaction KW - artificial intelligence Y1 - 2025 U6 - https://doi.org/10.1186/s12913-024-12162-x VL - 25 PB - BioMed Central ER - TY - JOUR A1 - Hein, Ilka A1 - Cecil, Julia A1 - Lermer, Eva T1 - Acceptance and Motivational Effect of AI-driven Feedback in the Workplace: An Experimental Study with Direct Replication JF - Frontiers in Organizational Psychology KW - artificial intelligence KW - leadership KW - automated leadership KW - feedback KW - construal level theory KW - feedback process model Y1 - 2024 U6 - https://doi.org/10.3389/forgp.2024.1468907 SN - 2813-771X VL - 2 ER - TY - JOUR A1 - Kleine, Anne-Kathrin A1 - Schaffernak, Insa A1 - Lermer, Eva T1 - Exploring Predictors of AI Chatbot Usage Intensity Among Students: Within- and Between-Person Relationships Based on the Technology Acceptance Model JF - Computers in Human Behavior KW - AI chatbot KW - technology acceptance model KW - perceived ease of use KW - perceived usefulness KW - facilitating conditions KW - subjective norm KW - usage intensity KW - multilevel structural equation modeling KW - artificial intelligence Y1 - 2025 U6 - https://doi.org/10.1016/j.chbah.2024.100113 SN - 2949-8821 IS - 3,2025 ER - TY - JOUR A1 - Blaß, Marlene A1 - Gimpel, Henner A1 - Karnebogen, Philip T1 - A Taxonomy and Archetypes of AI-Based Health Care Services: Qualitative Study JF - Journal of Medical Internet Research KW - healthcare KW - artificial intelligence KW - taxonomy KW - cluster analysis KW - archetypes Y1 - 2024 U6 - https://doi.org/10.2196/53986 SN - 1438-8871 IS - 26(2024) ER - TY - JOUR A1 - Kleine, Anne-Kathrin A1 - Kokje, Eesha A1 - Hummelsberger, Pia A1 - Lermer, Eva A1 - Schaffernak, Insa A1 - Gaube, Susanne T1 - AI-Enabled Clinical Decision Support Tools for Mental Healthcare: A Product Review JF - Artificial Intelligence in Medicine KW - artificial intelligence KW - mental healthcare KW - clinical decision support KW - medical device regulation KW - AI-CDSS Y1 - 2025 U6 - https://doi.org/10.1016/j.artmed.2024.103052 SN - 1873-2860 VL - 160 IS - 160,2025 ER - TY - JOUR A1 - Buschmeyer (geb. Breuer), Katharina A1 - Zenner, Julie A1 - Hatfield, Sarah T1 - Effectiveness of AI-based Decision Support Systems in Work Environment: A Systematic Literature Review JF - International Journal of Human Factors and Ergonomics KW - artificial intelligence KW - decision making KW - AI-based decision support systems KW - cognitive relief KW - task performance Y1 - 2024 U6 - https://doi.org/10.1504/IJHFE.2024.142761 SN - 2045-7804 VL - 11 IS - 2024,5 ER - TY - CHAP A1 - Seitz, Sebastian A1 - Barm, Sabrina A1 - Baeten, André A1 - Baeten, Somayeh ED - International Society of Offshore and Polar Engineers (ISOPE), T1 - A Machine Learning Approach for the Temperature Control of a Cryogenic Hydrogen Cooling System T2 - Proceedings of the Fifteenth ISOPE Pacific-Asia Offshore Mechanics Symposium (PACOMS) KW - artificial intelligence KW - machine learning KW - hydrogen KW - deep learning KW - axial flux motor KW - fluid flow Y1 - 2024 UR - https://onepetro.org/ISOPEPACOMS/proceedings-abstract/PACOMS24/PACOMS24/ISOPE-P-24-103/613801 SN - 978-1-880653-76-0 SN - 1946-004X PB - ISOPE CY - Cupertino ER - TY - INPR A1 - Cecil, Julia A1 - Kleine, Anne-Kathrin A1 - Lermer, Eva A1 - Gaube, Susanne T1 - Mental Health Practitioners’ Perceptions and Adoption Intentions of AI-enabled Technologies: an International Mixed-Methods Study T2 - Research Square KW - mental healthcare KW - artificial intelligence KW - technology implementation KW - use intention KW - learning intention Y1 - 2024 U6 - https://doi.org/10.21203/rs.3.rs-4692251/v1 ER - TY - JOUR A1 - Schandl, Franziska A1 - Lermer, Eva A1 - Hudecek, Matthias F. C. T1 - If It Concerns Me: An Experimental Investigation of the Influence of Psychological Distance on the Acceptance of Autonomous Shuttle Buses JF - Collabra: Psychology KW - autonomous driving KW - artificial intelligence KW - technology acceptance KW - psychological distance KW - autonomous vehicle acceptance KW - construal level theory Y1 - 2024 U6 - https://doi.org/10.1525/collabra.118770 SN - 2474-7394 VL - 10 IS - 2024,1 ER - TY - INPR A1 - Hein, Ilka A1 - Cecil, Julia A1 - Lermer, Eva T1 - Acceptance and Motivational Affect of AI-Driven Feedback in the Workplace: An Experimental Study with Direct Replication T2 - OSF Preprints KW - artificial intelligence KW - automated leadership KW - construal level theory Y1 - 2024 U6 - https://doi.org/10.31219/osf.io/uczaw ER - TY - INPR A1 - Kleine, Anne-Kathrin A1 - Kokje, Eesha A1 - Hummelsberger, Pia A1 - Lermer, Eva A1 - Gaube, Susanne T1 - AI-Enabled Clinical Decision Support Tools for Mental Healthcare: A Product Review T2 - OSF Preprints KW - AI-CDSS KW - artificial intelligence KW - clinical decision support KW - mental healthcare Y1 - 2023 U6 - https://doi.org/10.31219/osf.io/ez43g ER - TY - RPRT A1 - Pehrsson, Anna A1 - Köppe, Gesine A1 - Geldhäuser, Sebastian A1 - Krichel, Amon A1 - Cetin, Mesut A1 - Pohlmeyer, Florian A1 - Müller, Kai A1 - Breton, Julien T1 - Technology Assessment – Redefining Textile Waste Sorting BT - Impulses and Findings for the Future of Next-Gen Sorting Facilities. Whitepaper KW - recycling KW - reuse KW - sorting KW - NIR KW - artificial intelligence KW - robotics KW - automation Y1 - 2023 UR - https://retailsolutions.texaid.com/news/technology-assessment-redefining-textile-waste-sorting-impulses-and-findings# ER - TY - CHAP A1 - Lenz, Jürgen T1 - Overview, Trends and Future Applications of Artificial Intelligence in Manufacturing T2 - Proceedings of the 6th European Conference on Industrial Engineering and Operations Management KW - smart manufacturing KW - industry 4.0 KW - artificial intelligence KW - machine learning KW - data analytics Y1 - 2023 SN - 979-8-3507-0547-8 U6 - https://doi.org/10.46254/EU6.20230468 SN - 2169-8767 SP - 1672 EP - 1679 PB - IEOM Society International ER - TY - JOUR A1 - Hummelsberger, Pia A1 - Koch, Timo K. A1 - Rauh, Sabrina A1 - Dorn, Julia A1 - Lermer, Eva A1 - Raue, Martina A1 - Hudecek, Matthias F. C. A1 - Schicho, Andreas A1 - Colak, Errol A1 - Ghassemi, Marzyeh A1 - Gaube, Susanne T1 - Insights on the Current State and Future Outlook of AI in Health Care: Expert Interview Study JF - JMIR AI KW - artificial intelligence KW - AI KW - machine learning KW - health care KW - digital health technology KW - technology implementation KW - expert interviews Y1 - 2023 U6 - https://doi.org/10.2196/47353 N1 - zugrundeliegendes Preprint: https://opus4.kobv.de/opus4-hs-augsburg/1091 VL - 2 IS - 2023,1 ER - TY - CHAP A1 - Mess, Elisabeth Veronica A1 - Rockstein, Dennis A1 - Märtin, Christian ED - Kurosu, Masaaki T1 - FaceForward – An AI-Based Interactive System for Exploring the Personal Potential T2 - Human-Computer Interaction. Human Values and Quality of Life KW - human perception KW - authentic personality KW - body language KW - personality psychology KW - face reading KW - face detection KW - artificial intelligence KW - neural networks KW - deep learning Y1 - 2020 SN - 978-3-030-49064-5 U6 - https://doi.org/10.1007/978-3-030-49065-2_7 SP - 86 EP - 102 PB - Springer CY - Cham ER - TY - JOUR A1 - Kleine, Anne-Kathrin A1 - Lermer, Eva A1 - Cecil, Julia A1 - Heinrich, Anna A1 - Gaube, Susanne T1 - Advancing Mental Health Care with AI-Enabled Precision Psychiatry Tools: A Patent Review JF - Computers in Human Behavior Reports KW - precision psychiatry KW - patent review KW - artificial intelligence KW - mental health Y1 - 2023 U6 - https://doi.org/10.1016/j.chbr.2023.100322 SN - 2451-9588 VL - 12 IS - 2023, Dezember ER - TY - JOUR A1 - Kleine, Anne-Kathrin A1 - Kokje, Eesha A1 - Lermer, Eva A1 - Gaube, Susanne T1 - Attitudes Toward the Adoption of 2 Artificial Intelligence–Enabled Mental Health Tools Among Prospective Psychotherapists: Cross-sectional Study JF - JMIR Human Factors KW - artificial intelligence KW - mental health KW - clinical decision support systems KW - Unified Theory of Acceptance and Use of Technology KW - technology acceptance model Y1 - 2023 U6 - https://doi.org/10.2196/46859 SN - 2292-9495 VL - 10 IS - 2023,1 ER - TY - JOUR A1 - Buck, Christoph A1 - Doctor, Eileen A1 - Hennrich, Jasmin A1 - Jöhnk, Jan A1 - Eymann, Torsten T1 - General Practitioners’ Attitudes Toward Artificial Intelligence–Enabled Systems: Interview Study JF - Journal of Medical Internet Research: international scientific journal for medical research, information and communication on the internet (JMIR) KW - artificial intelligence KW - AI KW - attitude KW - primary care KW - general practitioner KW - GP KW - qualitative interview KW - diagnosis KW - clinical decision support system Y1 - 2022 U6 - https://doi.org/10.2196/28916 SN - 1438-8871 VL - 24 IS - 2022,1 ER - TY - INPR A1 - Hummelsberger, Pia A1 - Koch, Timo K. A1 - Rauh, Sabrina A1 - Dorn, Julia A1 - Lermer, Eva A1 - Raue, Martina A1 - Hudecek, Matthias F. C. A1 - Schicho, Andreas A1 - Colak, Errol A1 - Ghassemi, Marzyeh A1 - Gaube, Susanne T1 - Insights on the Current State and Future Outlook of Artificial Intelligence in Healthcare From Expert Interviews T2 - Journal of Medical Internet Research Preprints KW - artificial intelligence KW - machine learning KW - healthcare KW - digital health technology Y1 - 2023 U6 - https://doi.org/10.2196/preprints.47353 N1 - This is a privileged document currently under peer-review/community review. Authors have provided JMIR Publications with an exclusive license to publish this preprint on it's website for review purposes only. While the final peer-reviewed paper may be licensed under a CC BY license on publication, at this stage authors and publisher expressively prohibit redistribution of this draft paper other than for review purposes. ER - TY - INPR A1 - Kleine, Anne-Kathrin A1 - Kokje, Eesha A1 - Lermer, Eva A1 - Gaube, Susanne T1 - Attitudes Toward the Adoption of two AI-Enabled Mental Health Tools Among Prospective Psychotherapists: A Cross-Sectional Study T2 - PsyArXiv Preprint KW - artificial intelligence KW - mental health KW - clinical decision support systems KW - technology acceptance model Y1 - 2023 U6 - https://doi.org/10.31234/osf.io/c8yr3 N1 - The hypotheses were pre-registered on the Open Science Framework (osf.io/fqdzb) ET - Version 2 ER - TY - INPR A1 - Cecil, Julia A1 - Lermer, Eva A1 - Hudecek, Matthias F. C. A1 - Sauer, Jan A1 - Gaube, Susanne T1 - The Effect of AI-generated Advice on Decision-Making in Personnel Selection T2 - OSF Preprints KW - decision-making KW - artificial intelligence KW - personnel selection Y1 - 2023 U6 - https://doi.org/10.31219/osf.io/349xe ER - TY - INPR A1 - Kleine, Anne-Kathrin A1 - Lermer, Eva A1 - Cecil, Julia A1 - Heinrich, Anna A1 - Gaube, Susanne T1 - Advancing Mental Health Care with AI-Enabled Precision Psychiatry Tools: A Patent Review KW - precision psychiatry KW - patent review KW - artificial intelligence Y1 - 2023 U6 - https://doi.org/10.31234/osf.io/wmr38 N1 - Supplemental Materials: https://osf.io/gzy9r ER - TY - JOUR A1 - Häckel, Björn A1 - Karnebogen, Philip A1 - Ritter, Christian T1 - AI-based Industrial Full-Service Offerings: A Model for Payment Structure Selection Considering Predictive Power JF - Decision support systems : DSS ; the international journal KW - artificial intelligence KW - servitization KW - predictive power KW - payment structures KW - full-service provision Y1 - 2021 U6 - https://doi.org/10.1016/j.dss.2021.113653 SN - 1873-5797 VL - 152 ER - TY - JOUR A1 - Konhäuser, Koray A1 - Wenninger, Simon A1 - Werner, Tim A1 - Wiethe, Christian T1 - Leveraging advanced ensemble models to increase building energy performance prediction accuracy in the residential building sector JF - Energy and buildings : an internat. journal of research applied to energy efficiency in the built environment KW - building energy performance KW - energy quantification methods KW - machine learning KW - ensemble learning KW - artificial intelligence KW - building energy consumption KW - supervised learning KW - energy efficiency Y1 - 2022 U6 - https://doi.org/10.1016/j.enbuild.2022.112242 SN - 0378-7788 VL - 269 ER -