A stepwise approach integrating feature selection, regression techniques and cluster analysis to identify primary retrofit interventions on large stocks of buildings
Bibliographic Data
| ID | 21234607 |
|---|---|
| Authors | Lorenza Pistore (0000-0001-5282-4608, Free University of Bozen-Bolzano, corresponding author), Giovanni Pernigotto (0000-0002-1027-7199, Free University of Bozen-Bolzano), Francesca Cappelletti (0000-0003-2158-0449, Università Iuav di Venezia), Andrea Gasparella (0000-0001-8508-4693, Free University of Bozen-Bolzano), Piercarlo Romagnoni (0000-0002-7666-8002, Università Iuav di Venezia) |
| Year | 2019 |
| Volume | 47 |
| Pages | 101438 |
| Publication date | 2019-05-01 |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Sustainable Cities and Society (JOURNAL) |
| Journal identifiers | ISSN: 2210-6707 • E-ISSN: 2210-6715 |
| Publisher | Elsevier BV (PUBLISHER) |
| DOI | 10.1016/j.scs.2019.101438 |
| OpenAlex | W2914839305 |
| Language | EN |
| Citations received | 5 |
| References cited | 27 |
Architectural engineering · Audit · Business · Cluster analysis · Feature selection · Geography · Hierarchical clustering · Machine learning · Building Energy and Comfort Optimization · Computer Science · Engineering · Sustainable Building Design and Assessment · Urban Planning and Valuation · Accounting
Life-cycle environmental and cost-effective energy retrofitting solutions for office stock
Using digitized public accessible building data to assess the renovation potential of existing building stock in a sustainable urban perspective
Parametric energy performance analysis and monitoring of buildings—Heart project platform case study
Decarbonization of urban heating systems
Beyond single buildings
| Citations per year | 0.83 |
|---|---|
| Citation span | 2020 - 2025 (6) |
| Highly cited | No |