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The impacts of open data and eXplainable AI on real estate price predictions in smart cities
In the rapidly evolving landscape of urban development, where smart cities increasingly rely
on artificial intelligence (AI) solutions to address complex challenges, using AI to accurately …
on artificial intelligence (AI) solutions to address complex challenges, using AI to accurately …
Machine learning applied to estate pricing for residential rentals in dynamic urban markets—The case of São Paulo city
This study conducts a comprehensive investigation into real estate rental pricing in São
Paulo city, employing an innovative approach that combines advanced machine learning …
Paulo city, employing an innovative approach that combines advanced machine learning …
[HTML][HTML] HELIOS Approach: Utilizing AI and LLM for Enhanced Homogeneity Identification in Real Estate Market Analysis
A Janowski, M Renigier-Bilozor - Applied Sciences, 2024 - mdpi.com
The concept of homogeneity in the real estate market is a well-known analysis aspect, yet it
remains a significant challenge in practical implementation. This study aims to fill this …
remains a significant challenge in practical implementation. This study aims to fill this …
Advanced Machine Learning for Housing Market Analysis: Predicting Property Prices in Washington, DC
PH Sung - Authorea Preprints, 2025 - techrxiv.org
The aim of this study is to develop a Washington, DC house price prediction model based on
prior transactions in a very interesting and dynamic market. Therefore, we develop predictive …
prior transactions in a very interesting and dynamic market. Therefore, we develop predictive …
Meningkatkan Prediksi Penjualan Retail Xyz Dengan Teknik Optimasi Random Search Pada Model Xgboost
H Wijaya, DP Hostiadi… - Seminar Hasil Penelitian …, 2024 - spinter.stikom-bali.ac.id
Dalam dunia ritel konvensional, prediksi penjualan sering kali bergantung pada naluri dan
intuisi, namun dengan meningkatnya kompleksitas data, pendekatan ini menjadi kurang …
intuisi, namun dengan meningkatnya kompleksitas data, pendekatan ini menjadi kurang …
Optimization of XGBoost Algorithm Using Parameter Tunning in Retail Sales Prediction
H Wijaya, DP Hostiadi… - Jurnal Nasional …, 2024 - ejournal.undiksha.ac.id
In retail companies, the owner needs sales analysis to make decisions in the company's
business processes. Several previous studies have introduced forecasting techniques using …
business processes. Several previous studies have introduced forecasting techniques using …
Open Data as a Catalyst for the Evolution of Smart Cities
MF dos Santos Trindade - 2024 - search.proquest.com
Cities today face a range of common challenges, including environmental degradation,
climate change, population growth, and resource depletion. These challenges have adverse …
climate change, population growth, and resource depletion. These challenges have adverse …
New Perspectives on the Real Estate Market Based on Machine Learning and Artificial Intelligence Approaches
JA Amarasinghe Arachchige - 2023 - research-repository.griffith.edu.au
Real estate is one of the largest and most complex markets globally. Dynamic consumer
behaviour, such as that which results in the rapid rate of urbanisation, has caused these …
behaviour, such as that which results in the rapid rate of urbanisation, has caused these …
A reality check on research reproducibility in Open Science students' projects
Open Science as the foundation of transparent and reproducible science is increasingly
being incorporated into curricula. We argue that Open Science education is predestined not …
being incorporated into curricula. We argue that Open Science education is predestined not …