Comparison of four types of artificial neural network and a multinomial logit model for travel mode choice modeling

D Lee, S Derrible, FC Pereira - Transportation Research …, 2018 - journals.sagepub.com
Discrete choice modeling is a fundamental part of travel demand forecasting. To date, this
field has been dominated by parametric approaches (eg, logit models), but non-parametric …

Predicting residential water demand with machine-based statistical learning

D Lee, S Derrible - Journal of Water Resources Planning and …, 2020 - ascelibrary.org
Predicting residential water demand is challenging because of two technical questions:(1)
which data and variables should be used and (2) which modeling technique is most …

Urban infrastructure is not a tree: integrating and decentralizing urban infrastructure systems

S Derrible - Environment and Planning B: Urban Analytics …, 2017 - journals.sagepub.com
In his original 1965 article, Christopher Alexander argued that master planned cities
ultimately failed because the designs elaborated followed a tree structure as opposed to a …

Complexity in future cities: the rise of networked infrastructure

S Derrible - International Journal of Urban Sciences, 2017 - Taylor & Francis
How will urban infrastructure systems (UIS) be planned in future cities? In the twenty-first
century, cities will need to overcome many challenges. They will need to accommodate a …

Using climate models to estimate urban vulnerability to flash floods

A Kermanshah, S Derrible… - Journal of Applied …, 2017 - journals.ametsoc.org
Climate change will impact urban infrastructure networks by changing precipitation patterns
in a region. This study presents a novel vulnerability assessment framework for infrastructure …

The crossovers and connectivity between systems engineering and the sustainable development goals: a scoping study

L Yang, K Cormican - Sustainability, 2021 - mdpi.com
The United Nation's sustainable development goals (SDGs) are interconnected and
indivisible and need to be addressed in a systematic and holistic way. However, a lack of …

A geometric classification of world urban road networks

M Badhrudeen, S Derrible, T Verma, A Kermanshah… - Urban Science, 2022 - mdpi.com
This article presents a method to uncover universal patterns and similarities in the urban
road networks of the 80 most populated cities in the world. To that end, we used degree …

Using Fisher information to track stability in multivariate systems

N Ahmad, S Derrible, T Eason… - Royal Society open …, 2016 - royalsocietypublishing.org
With the current proliferation of data, the proficient use of statistical and mining techniques
offer substantial benefits to capture useful information from any dataset. As numerous …

A text mining analysis of the climate change literature in industrial ecology

FR Dayeen, AS Sharma… - Journal of Industrial …, 2020 - Wiley Online Library
The literature on climate change research has evolved tremendously since the 1990s. The
goal of this study is to use text mining to review the climate change literature and study the …

Complexity and industrial ecology

GPJ Dijkema, L Basson - Journal of Industrial Ecology, 2009 - ideas.repec.org
Complexity and Industrial Ecology IDEAS home Advanced search Economic literature:
papers, articles, software, chapters, books. Authors Institutions Rankings Help/FAQ …