Semantic pattern-based retrieval of architectural floor plans with case-based and graph-based searching techniques and their evaluation and visualization QU Sabri, J Bayer, V Ayzenshtadt, SS Bukhari, KD Althoff, A Dengel International Conference on Pattern Recognition Applications and Methods 2 …, 2017 | 35 | 2017 |
Thinking With Containers: A Multi-Agent Retrieval Approach for the Case-Based Semantic Search of Architectural Designs. V Ayzenshtadt, C Langenhan, SS Bukhari, KD Althoff, F Petzold, A Dengel ICAART (1), 149-156, 2016 | 31 | 2016 |
Generation of Floor Plan Variations with Convolutional Neural Networks and Case-based Reasoning An approach for transformative adaptation of room configurations within a … V Eisenstadt, C Langenhan, KD Althof Blucher Design Proceedings, 2019 | 25 | 2019 |
Comparative evaluation of rule-based and case-based retrieval coordination for search of architectural building designs V Ayzenshtadt, C Langenhan, J Roith, S Bukhari, KD Althoff, F Petzold, ... ICCBR (International Conference on Case-Based Reasoning), 16-31, 2016 | 18 | 2016 |
Distributed domain model for the case-based retrieval of architectural building designs V Ayzenshtadt, C Langenhan, SS Bukhari, KD Althoff, F Petzold, A Dengel Proceedings of the 20th UK Workshop on Case-Based Reasoning. UK Workshop on …, 2015 | 18 | 2015 |
Explainable distributed case-based support systems: Patterns for enhancement and validation of design recommendations V Eisenstadt, C Espinoza-Stapelfeld, A Mikyas, KD Althoff Case-Based Reasoning Research and Development: 26th International Conference …, 2018 | 16 | 2018 |
Improved and visually enhanced case-based retrieval of room configurations for assistance in architectural design education V Eisenstadt, C Langenhan, KD Althoff, A Dengel International Conference on Case-Based Reasoning, 213-228, 2020 | 13 | 2020 |
Exploring optimal ways to represent topological and spatial features of building designs in deep learning methods and applications for architecture V Eisenstadt, H Arora, C Ziegler, J Bielski, C Langenhan, KD Althoff, ... CAADRIA, 2021 | 9 | 2021 |
Multi-Agent-Based Generation of Explanations for Retrieval Results Within a Case-Based Support Framework for Architectural Design V Ayzenshtadt, CA Espinoza-Stapelfeld, C Langenhan, KD Althoff ICAART 2018, 2018 | 9 | 2018 |
Flea-cbr–a flexible alternative to the classic 4r cycle of case-based reasoning V Eisenstadt, C Langenhan, KD Althoff Case-Based Reasoning Research and Development: 27th International Conference …, 2019 | 8 | 2019 |
Extending the flexibility of case-based design support tools: A use case in the architectural domain V Ayzenshtadt, C Langenhan, S Bukhari, KD Althoff, F Petzold, A Dengel Case-Based Reasoning Research and Development: 25th International Conference …, 2017 | 8 | 2017 |
Generation of Floor Plan Variations with Convolutional Neural Networks and Case-based Reasoning--An Approach for Unsupervised Adaptation of Room Configurations within a … V Eisenstadt, C Langenhan, KD Althoff eCAADe SIGraDi Conference, Porto, 2019 | 7 | 2019 |
CHASING THE WHITE RABBIT-A case study of predicting design phases of architects by training a deep neural network with sketch recognition through a digital drawing board. J Bielski, B Mete, V Eisenstadt, C Langenhan, F Petzold, KD Althoff ICCC, 73-77, 2022 | 6 | 2022 |
Consistency Checker-An automatic constraint-based evaluator for housing spatial configurations H Arora, J Bielski, V Eisenstadt, C Langenhan, C Ziegler, KD Althoff, ... Education and research in Computer Aided Architectural Design in Europe …, 2021 | 6 | 2021 |
Predicting semantic building information (BIM) with Recurrent Neural Networks B Mete, J Bielski, C Langenhan, F Petzold, V Eisenstadt, KD Althoff ECPPM 2022-eWork and eBusiness in Architecture, Engineering and Construction …, 2023 | 5 | 2023 |
Quantifying the Intangible-A tool for retrospective protocol studies of sketching during the early conceptual de-sign of architecture J Bielski, C Langenhan, C Ziegler, V Eisenstadt, A Dengel, KD Althoff International Conference of the Association for Computer-Aided Architectural …, 2022 | 5 | 2022 |
Student Graduation Projects in the Context of Framework for AI-Based Support of Early Conceptual Phases in Architecture. V Eisenstadt, KD Althoff, C Langenhan LWDA, 174-179, 2020 | 5 | 2020 |
THE WHAT, WHY, WHAT-IF AND HOW-TO FOR DESIGNING ARCHITECTURE J BIELSKI, C LANGENHAN, C ZIEGLER, V EISENSTADT, F PETZOLD, ... CAADRIA 2022, 2022 | 4* | 2022 |
METIS-GAN: An approach to generate spatial configurations using deep learning and semantic building models H Arora, C Langenhan, F Petzold, V Eisenstadt, KD Althoff ECPPM 2021-eWork and eBusiness in Architecture, Engineering and Construction …, 2021 | 4 | 2021 |
Comparative evaluation of tensor-based data representations for deep learning methods in architecture V Eisenstadt, H Arora, C Ziegler, J Bielski, C Langenhan, K Althoff, ... Proceedings of the 39th eCAADe conference 1, 45-54, 2021 | 4 | 2021 |