Publication

Residential density classification for sustainable housing development using a machine learning approach

Related publications (32)

Graph Chatbot

Chat with Graph Search

Ask any question about EPFL courses, lectures, exercises, research, news, etc. or try the example questions below.

DISCLAIMER: The Graph Chatbot is not programmed to provide explicit or categorical answers to your questions. Rather, it transforms your questions into API requests that are distributed across the various IT services officially administered by EPFL. Its purpose is solely to collect and recommend relevant references to content that you can explore to help you answer your questions.

The dynamic landscape of sustainable smart cities is witnessing a signi ficant transformation due to the integration of emerging computational technologies and innovative models. These advancements are reshaping data -driven planning strategies, practices, ...

Elsevier2024

With global environmental change and quality of life issues at the forefront of international discussions today, urban development strategies and policies are often framed around various sustainability or liveability goals. Regardless of the sustainability ...

EPFL2023

Problem. Housing is a major contributor to Switzerland's carbon footprint and energy consumption, but it is also a basic need. Research on climate change mitigation strategies has so far paid insufficient attention to households' preferences and their cont ...

EPFL2022

Obstacles and opportunities for reducing dwelling size to shrink the environmental footprint of housing: Tenants' residential preferences and housing choice

Claudia Rebeca Binder Signer, Anna Pagani, Claudine Bettina Karlen

The environmental footprint of housing is greatly influenced by the size of a dwelling. Housing size is the result of households' dwelling selections; accordingly, it is critical to consider residential preferences and choices to inform efforts towards hou ...

SPRINGER2021

Estimating quality of life dimensions from urban spatial pattern metrics

Devis Tuia

The spatial structure of urban areas plays a major role in the daily life of dwellers. The current policy framework to ensure the quality of life of inhabitants leaving no one behind, leads decision-makers to seek better-informed choices for the sustainabl ...

2021

To respond to the need for a drastic reduction in the environmental footprint of housing, the residential sector must meet a wide range of requirements. The opportunities for architecture are innumerable but cannot be grasped by the discipline alone. Housi ...

2021

Towards sustainable housing in Switzerland: housing size as a link between tenants' residential decisions and environmental impact

Claudine Bettina Karlen

Housing size is a key variable in determining the environmental footprint of residential buildings. Besides the environmental aspect, housing size is the result of residential decisions made by households, which are influenced by the interplay of factors o ...

2020

Sustainability Assessment of Urban Systems

Claudia Rebeca Binder Signer, Romano Tobias Wyss, Emanuele Massaro

Our world is becoming more and more urban. Already, about 50% of the population lives in cities posing new challenges for sustainable development. What does sustainability mean in the context of living in a city? This book provides guidelines for sustainab ...

Cambridge University Press2020

The institutional challenges of scaling-up housing retrofit: the Swiss cities of Basel and Sion

Eghbal Arian Mahzouni

Purpose This paper aims to discuss the nexus between two societal (sub) systems of housing and energy supply to shed new light on the key institutional barriers to socio-technical energy transition in the built environment. The key research question is to ...

EMERALD GROUP PUBLISHING LTD2019

Policy, program and project in social housing of the welfare state: A comparative analysis of postwar Mediterranean models in translation of existenzminimum

Sila Karatas

About 20 years after CIAM 2, themes of minimum dwelling for working class were put into large-scale practice for building welfare state and social democracy in all countries that participated in the Marshall Plan and postwar phenomena of transnational and ...

2019