[图书][B] The mathematics of the modernist villa: Architectural analysis using space syntax and isovists

MJ Ostwald, MJ Dawes - 2018 - Springer
The origins of the Modern movement in architecture are generally traced to the late
nineteenth century, and despite reaching its pinnacle in the first half of the twentieth century …

Prospect-Refuge theory and the textile-block houses of Frank Lloyd Wright: An analysis of spatio-visual characteristics using isovists

MJ Dawes, MJ Ostwald - Building and Environment, 2014 - Elsevier
Prospect-Refuge theory argues that human environmental preferences are attuned to
seeking spaces that offer a balance of outlook and enclosure. The first and best-known …

A computational model for accommodating spatial uncertainty: Predicting inhabitation patterns in open-planned spaces

A Çekmiş, I Hacıhasanoğlu, MJ Ostwald - Building and environment, 2014 - Elsevier
In the past, a range of computational models have been developed for analysing the social
implications of spatial patterns and types. While such models are typically focussed on …

Leak detection in compressed air systems using unsupervised anomaly detection techniques

A Desmet, M Delore - Annual Conference of the PHM …, 2017 - papers.phmsociety.org
Critical components of mobile mining machinery, such as brake and lubrication, are typically
powered by compressed air. The compressed air system is subject to leaks in either …

Study on the classification of villages in Jilin Province based on space syntax and machine learning

D Liu, K Wang - Architectural Science Review, 2024 - Taylor & Francis
This paper employs machine learning and space syntax to classify villages, revealing
implicit formation and development patterns in their spatial layouts. The study addresses …

Semi-supervised manifold alignment using parallel deep autoencoders

F Aziz, ASW Wong, S Chalup - Algorithms, 2019 - mdpi.com
The aim of manifold learning is to extract low-dimensional manifolds from high-dimensional
data. Manifold alignment is a variant of manifold learning that uses two or more datasets that …

Motivated reinforcement learning for improved head actuation of humanoid robots

J Fountain, J Walker, D Budden, A Mendes… - RoboCup 2013: Robot …, 2014 - Springer
The ability of an autonomous agent to self-localise within its environment is critically
dependent on its ability to make accurate observations of static, salient features. This notion …

[PDF][PDF] Rehearsing Emergency Scenarios: Using Space Syntax and Intelligent Mobility Modelling for Scenario Visualisation and Disaster Preparedness

MJ Ostwald, ST Waller - Climate Disaster Preparedness …, 2024 - library.oapen.org
Extreme climate events require people to rapidly navigate dynamically changing
environments. Wildfires and floods alter the landscape, blocking roads, destroying …

Isovists: Spatio-visual Mathematics in Architecture

MJ Dawes, MJ Ostwald - Handbook of the Mathematics of the Arts and …, 2021 - Springer
This chapter introduces an important concept in architectural analysis, the isovist. Along with
two associated concepts–the isovist field and the visibility graph–the isovist provides a …

Analysis and Simulation of Dynamic Vision in the City: A Computer-Aided Cinematic Approach

F Xu - Enquiry The ARCC Journal for Architectural Research, 2019 - arcc-repository.org
This paper proposes a computer-aided Dynamic Visual Research and Design Protocol for
environmental designers to analyze humans' dynamic visual experiences in the city and to …