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 ICPRAM, 50-60, 2017 | 31 | 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 | 30 | 2016 |
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 | 20 | 2019 |
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 |
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 | 17 | 2016 |
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 | 12 | 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 Case-Based Reasoning Research and Development: 28th International Conference …, 2020 | 9 | 2020 |
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 | 8 | 2018 |
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 | 7 | 2017 |
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 | 5 | 2019 |
What Is the Next Step? Supporting Architectural Room Configuration Process with Case-Based Reasoning and Recurrent Neural Networks. V Eisenstadt, KD Althoff FLAIRS Conference, 335-340, 2019 | 4 | 2019 |
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 | 3 | 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 | 3 | 2021 |
Consistency Checker-An automatic constraint-based evaluator for housing spatial configurations H Arora, J Bielski, V Eisenstadt, C Langenhan, C Ziegler, KD Althoff, ... CUMINCAD, 2021 | 3 | 2021 |
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 | 3 | 2021 |
Comparative quantitative evaluation of distributed methods for explanation generation and validation of floor plan recommendations C Espinoza-Stapelfeld, V Eisenstadt, KD Althoff Agents and Artificial Intelligence: 10th International Conference, ICAART …, 2019 | 3 | 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, A Dengel, ... ICCC,[Preprint], Pinhal de Marrocos: Association for Computational Creativity, 2022 | 2 | 2022 |
Predicting semantic building information (bim) with recurrent neural networks B Mete, J Bielski, V Eisenstadt, C Langenhan, F Petzold, KD Althoff European Conference on Product and Process Modeling, 2022 | 2 | 2022 |
AUTOCOMPLETION OF FLOOR PLANS FOR THE EARLY DESIGN PHASES IN ARCHITECTURE: FOUNDATIONS, EXISTING METHODS, AND RESEARCH OUTLOOK V EISENSTADT, J BIELSKI, B METE, C LANGENHAN, KD ALTHOFF, ... CAADRIA 2022, 2022 | 2 | 2022 |
Supporting Architectural Design Process with FLEA: A Distributed AI Methodology for Retrieval, Suggestion, Adaptation, and Explanation of Room Configurations V Eisenstadt, C Lanhgenhan, KD Althoff Computer-Aided Architectural Design." Hello, Culture" 18th International …, 2019 | 2 | 2019 |