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Machine learning in architecture: An overview of existing tools
Computational architectural design and analysis methods together with machine learning
(ML) tools are filling a narrow niche commonly used by architects with affiliation to software …
(ML) tools are filling a narrow niche commonly used by architects with affiliation to software …
Semantic pattern-based retrieval of architectural floor plans with case-based and graph-based searching techniques and their evaluation and visualization
Until today, for the conceptual design of architectural floor plans, architects widely follow the
traditional pen and paper based method to draw the conceptual floor plans, and retrieve the …
traditional pen and paper based method to draw the conceptual floor plans, and retrieve the …
[PDF][PDF] Thinking With Containers: A Multi-Agent Retrieval Approach for the Case-Based Semantic Search of Architectural Designs.
To provide the retrieval of information, that can be considered useful during the design
conceptualization process, with advantages of distributed artificial knowledge, an approach …
conceptualization process, with advantages of distributed artificial knowledge, an approach …
Explainable distributed case-based support systems: Patterns for enhancement and validation of design recommendations
V Eisenstadt, C Espinoza-Stapelfeld, A Mikyas… - … Conference on Case …, 2018 - Springer
This paper addresses the issues of explainability of case-based support systems,
particularly structural CBR systems dominated by knowledge-rich comprehensive cases and …
particularly structural CBR systems dominated by knowledge-rich comprehensive cases and …
Comparative evaluation of rule-based and case-based retrieval coordination for search of architectural building designs
To support the early conceptualization phase in architecture with computer-aided solutions,
in particular, with retrieval systems that can find similarly structured building designs in …
in particular, with retrieval systems that can find similarly structured building designs in …
[PDF][PDF] Multi-Agent-Based Generation of Explanations for Retrieval Results Within a Case-Based Support Framework for Architectural Design.
In this paper, we describe the general structure and evaluation of a multi-agent based
system module that was conceptualized to explain, and therefore, enrich the search results …
system module that was conceptualized to explain, and therefore, enrich the search results …
Extending the flexibility of case-based design support tools: A use case in the architectural domain
This paper presents results of a user study into extending the functionality of an existing
case-based search engine for similar architectural designs to a flexible process-oriented …
case-based search engine for similar architectural designs to a flexible process-oriented …
[BOK][B] Datenmanagement in der Architektur
C Langenhan - 2017 - mediatum.ub.tum.de
Im Folgenden werden Entwurfsstrategien für das Verständnis des Entwurfsprozesses und
Erläuterungen der speziellen Anforderungen der Vorentwurfs-, Entwurfs-und Konzeptphase …
Erläuterungen der speziellen Anforderungen der Vorentwurfs-, Entwurfs-und Konzeptphase …
Supporting Architectural Design Process with FLEA: A Distributed AI Methodology for Retrieval, Suggestion, Adaptation, and Explanation of Room Configurations
The artificial intelligence methods, such as case-based reasoning and artificial neural
networks were already applied to the task of architectural design support in a multitude of …
networks were already applied to the task of architectural design support in a multitude of …
[PDF][PDF] What Is the Next Step? Supporting Architectural Room Configuration Process with Case-Based Reasoning and Recurrent Neural Networks.
This paper presents the first results of the research into AI-based support of the room
configuration process during the early design phases in architecture. Room configuration …
configuration process during the early design phases in architecture. Room configuration …