Sergio Nesmachnow
Datos Biográficos
| ID | 6931002 |
|---|---|
| NOMBRE | Sergio Nesmachnow |
| NOMBRES | Sergio |
| APELLIDO | Nesmachnow |
| FIRMA | NESMACHNOW S |
| AFILIACIONES | Universidad de la República de Uruguay |
| ORCID | 0000-0002-8146-4012 |
| VERIFICADO | Sí |
| TOTAL DE OBRAS | 5 |
| TOTAL DE CITAS | 1 |
| TOTAL COMO AUTOR | 5 |
| TOTAL COMO EDITOR | 0 |
| PRIMER AÑO DE PUBLICACIÓN | 2023 |
| AÑO MÁS RECIENTE DE PUBLICACIÓN | 2026 |
| ÍNDICE H | 1 |
Low-Cost Deep Learning for Building Detection with Application to Informal Urban Planning
This article studies the application of deep neural networks for automatic building detection in aerial RGB images. Special focus is put on accuracy robustness in both well-structured and poorly planned urban scenarios, which pose significant challenges due to occlusions, irregular building layouts, and limited contextual cues. The applied methodology considers several CNNs using only RBG images as input, and both validation and transfer capabili…
A Literature Review of Recent Advances on Innovative Computational Tools for Waste Management in Smart Cities
This article reviews the literature surrounding innovative computational tools for waste management within smart cities. With the rise of urbanization and the increasing challenges of waste management, innovative technologies play a pivotal role in optimizing waste collection, sorting, recycling, and disposal processes. Leveraging computational tools such as artificial intelligence, Internet of Things, and big data analytics, smart waste manageme…
The Urban Agenda
The concept of Urban Agenda refers to a strategic document that establishes a policy framework aimed at guiding the development of modern cities in order to respond to relevant urban challenges, such as population growth, mobility, housing, waste management, climate change, and social inclusion [...]
Assessment of Sustainable Mobility Initiatives Developed in Montevideo, Uruguay
This article presents an assessment of sustainable mobility initiatives developed in Montevideo, Uruguay, in the period from 2020 to 2023. The significance of sustainable mobility is underscored due to its far-reaching implications for the environment, energy efficiency, and the overall quality of life of citizens. This study focuses on crucial aspects of four initiatives deployed in Montevideo in 2020–2023: electric mobility solutions using scoo…
The Impact of the Covid-19 Pandemic on the Public Transportation System of Montevideo, Uruguay
Urban mobility and strategies for public transportation play a vital role in promoting a more sustainable, accessible, and livable urban environment in smart cities. Data-driven decision making, multi-modal integration, and innovative means are key elements in developing effective public transportation. The COVID-19 pandemic had a significant impact on public transportation worldwide, including decreased travel, health and security concerns, and …
The Impact of the Covid-19 Pandemic on the Public Transportation System of Montevideo, Uruguay
Urban mobility and strategies for public transportation play a vital role in promoting a more sustainable, accessible, and livable urban environment in smart cities. Data-driven decision making, multi-modal integration, and innovative means are key elements in developing effective public transportation. The COVID-19 pandemic had a significant impact on public transportation worldwide, including decreased travel, health and security concerns, and …
The Impact of the Covid-19 Pandemic on the Public Transportation System of Montevideo, Uruguay
Urban mobility and strategies for public transportation play a vital role in promoting a more sustainable, accessible, and livable urban environment in smart cities. Data-driven decision making, multi-modal integration, and innovative means are key elements in developing effective public transportation. The COVID-19 pandemic had a significant impact on public transportation worldwide, including decreased travel, health and security concerns, and …
Assessment of Sustainable Mobility Initiatives Developed in Montevideo, Uruguay
This article presents an assessment of sustainable mobility initiatives developed in Montevideo, Uruguay, in the period from 2020 to 2023. The significance of sustainable mobility is underscored due to its far-reaching implications for the environment, energy efficiency, and the overall quality of life of citizens. This study focuses on crucial aspects of four initiatives deployed in Montevideo in 2020–2023: electric mobility solutions using scoo…
A Literature Review of Recent Advances on Innovative Computational Tools for Waste Management in Smart Cities
This article reviews the literature surrounding innovative computational tools for waste management within smart cities. With the rise of urbanization and the increasing challenges of waste management, innovative technologies play a pivotal role in optimizing waste collection, sorting, recycling, and disposal processes. Leveraging computational tools such as artificial intelligence, Internet of Things, and big data analytics, smart waste manageme…
The Urban Agenda
The concept of Urban Agenda refers to a strategic document that establishes a policy framework aimed at guiding the development of modern cities in order to respond to relevant urban challenges, such as population growth, mobility, housing, waste management, climate change, and social inclusion [...]
Low-Cost Deep Learning for Building Detection with Application to Informal Urban Planning
This article studies the application of deep neural networks for automatic building detection in aerial RGB images. Special focus is put on accuracy robustness in both well-structured and poorly planned urban scenarios, which pose significant challenges due to occlusions, irregular building layouts, and limited contextual cues. The applied methodology considers several CNNs using only RBG images as input, and both validation and transfer capabili…
Business (2 obras) · Engineering (2 obras) · Environmental planning (2 obras) · Geography (2 obras) · Regional science (2 obras) · Smart Cities and Technologies (2 obras) · Urban planning (2 obras) · Urban Transport and Accessibility (2 obras) · Advanced Neural Network Applications (1 obra) · Computer Science (1 obra)