Road crashes analysis and prediction using gradient boosted and random forest trees
People lose their lives every day due to road traffic crashes. The problem is so humongous
globally that the World Health Organization, in its Sustainable Development Agenda 2030, is …
globally that the World Health Organization, in its Sustainable Development Agenda 2030, is …
Prediction analysis techniques of data mining: a review
M Chakarverti, N Sharma… - Proceedings of 2nd …, 2019 - papers.ssrn.com
Data mining within the databases is called a technique from which the extraction of
necessary information can be done from the raw information. With the help of the prediction …
necessary information can be done from the raw information. With the help of the prediction …
Identifying energy inefficiencies using self-organizing maps: Case of a highly efficient certified office building
H Talei, D Benhaddou, C Gamarra, M Benhaddou… - Applied Sciences, 2023 - mdpi.com
Living and working in comfort while a building's energy consumption is kept under control
requires monitoring a system's consumption to optimize the energy performance. The way …
requires monitoring a system's consumption to optimize the energy performance. The way …
Traffic accidents analytics in uk urban areas using k-means clustering for geospatial mapping
C Sinclair, S Das - … on sustainable energy and future electric …, 2021 - ieeexplore.ieee.org
The goal of this paper is to use the unsupervised machine learning method in road accident
analytics, especially using k-means clustering to identify patterns and understand the …
analytics, especially using k-means clustering to identify patterns and understand the …
An analysis of causative factors for road accidents using partition around medoids and hierarchical clustering techniques
P Manasa, P Ananth, P Natarajan… - Engineering …, 2024 - Wiley Online Library
Insufficient progress in the development of national highways and state highways, coupled
with a lack of public awareness regarding road safety, has resulted in prevalent traffic …
with a lack of public awareness regarding road safety, has resulted in prevalent traffic …
A Novel Machine Learning-Based Approach for Analysis, Prediction and Prevention of Accidents on Indian National Highways
A Deshpande, V Tribhuvan - 2023 7th International …, 2023 - ieeexplore.ieee.org
Road traffic safety is a matter of crucial concern for the government as well as citizens.
Despite all the measures taken to promote road traffic safety in India, there are a lot of …
Despite all the measures taken to promote road traffic safety in India, there are a lot of …
A Implementation of Text Mining In Sentiment Analysis of Shopee Indonesia Using SVM
Many online shopping users convey an assessment of a product through status comments.
Comments indicate a non-standard form of expression. Nowadays, user comments are …
Comments indicate a non-standard form of expression. Nowadays, user comments are …
An attack behaviors prediction model based on bag representation in time series
W Wan, Y Wang, C Long, J Wei… - 2019 IEEE 44th …, 2019 - ieeexplore.ieee.org
At present, intrusion detection system (IDS) focuses on classifying the network traffic
individually and may overlook underlying correlation among adjacent attack behaviors. This …
individually and may overlook underlying correlation among adjacent attack behaviors. This …
Improving Road Accident Severity Classification with Cluster-Based Severity Resampling: A Hybrid Approach
I Briki, MA Chentoufi, R Ellaia… - 2024 10th International …, 2024 - ieeexplore.ieee.org
In response to the rising number of vehicles and corresponding increase in road accidents
within urban environments, this study introduces a hybrid approach that combines clustering …
within urban environments, this study introduces a hybrid approach that combines clustering …
Using hybrid data mining algorithm for analysing road accidents data set
G Parathasarathy, TR Soumya, YJ Das… - … on Computing and …, 2019 - ieeexplore.ieee.org
Nowadays, road safety has become an important issue in the urban areas due to the high
vehicle density. Road safety can be improved by reducing the accidents. Road accident …
vehicle density. Road safety can be improved by reducing the accidents. Road accident …