Fuzzy machine learning applications in environmental engineering: Does the ability to deal with uncertainty really matter?
Statement of Problem: Environmental engineering confronts complex challenges
characterized by significant uncertainties. Traditional modeling methods often fail to …
characterized by significant uncertainties. Traditional modeling methods often fail to …
[HTML][HTML] Understanding the role of study strategies and learning disabilities on student academic performance to enhance educational approaches: A proposal using …
A Bressane, D Zwirn, A Essiptchouk… - … and Education: Artificial …, 2024 - Elsevier
Statement of problem The students' academic performance is influenced by a complex
interplay among several factors. Traditional educational approaches often struggle to …
interplay among several factors. Traditional educational approaches often struggle to …
A non-hybrid data-driven fuzzy inference system for coagulant dosage in drinking water treatment plant: machine-learning for accurate real-time prediction
Coagulation is the most sensitive step in drinking water treatment. Underdosing may not
yield the required water quality, whereas overdosing may result in higher costs and excess …
yield the required water quality, whereas overdosing may result in higher costs and excess …
Overcoming Barriers to Managing Urban Green Spaces in Metropolitan Areas: Prospects from a Case Study in an Emerging Economy.
A Bressane, AIS Loureiro… - Sustainability …, 2024 - search.ebscohost.com
Urban green spaces (UGS) are vital for the quality of life in cities. However, managing these
spaces in metropolitan areas is increasingly challenging. There is a critical gap regarding …
spaces in metropolitan areas is increasingly challenging. There is a critical gap regarding …
[HTML][HTML] Classifying visually appealing elements in parks using social media data-assisted eye-tracking: Case study of Shinsui parks in Tokyo, Japan
To meet the growing outdoor recreational needs of urban residents, it is essential for
researchers to comprehend how visitors perceive and evaluate landscape elements in …
researchers to comprehend how visitors perceive and evaluate landscape elements in …
Computer-aided classification of successional stage in subtropical Atlantic Forest: A proposal based on fuzzy artificial intelligence
A Bressane, IG Gomes, GCS Da Rosa… - Environmental …, 2023 - Springer
Statement of problem. Due to the continuous variability of the forest regeneration process,
patterns of indicator variables with membership in more than one successional stage may …
patterns of indicator variables with membership in more than one successional stage may …
Fuzzy machine learning predictions of settling velocity based on fractal aggregate physical features in water treatment
The dynamics of gravitational sedimentation in water treatment are crucial for optimising
particulate matter removal. This study addresses the effect of fractal aggregate features on …
particulate matter removal. This study addresses the effect of fractal aggregate features on …
[HTML][HTML] Environmental Racism in the Accessibility of Urban Green Space: A Case Study of a Metropolitan Area in an Emerging Economy
Urban Green Spaces (UGS) are integral to advancing urban sustainability and improving the
quality of life in cities. However, in rapidly urbanizing regions like the São Paulo …
quality of life in cities. However, in rapidly urbanizing regions like the São Paulo …
[HTML][HTML] Enhancing energy sustainability of building projects through nature-based solutions: A fuzzy-based decision support system
A Bressane, FH Fengler, LC de Castro Medeiros… - Nature-Based …, 2024 - Elsevier
Abstract Statement of the Problem. Lack of an artificial intelligence (AI)-driven approach to
optimize the application of nature-based solutions (NbS) for enhancing energy sustainability …
optimize the application of nature-based solutions (NbS) for enhancing energy sustainability …
Fuzzy-based computational intelligence to support screening decision in environmental impact assessment: A complementary tool for a case-by-case project …
Screening is a key stage in environmental impact assessment (EIA), but the most common
approach based on policy delineation are inherently arbitrary. On the other hand, a case-by …
approach based on policy delineation are inherently arbitrary. On the other hand, a case-by …