Prediction of Used Car Prices Using K-Nearest Neighbour, Random Forest, and Adaptive Boosting Algorithm

TL Nikmah, RM Syafei, R Muzayanah… - Int. Conf. Optim …, 2022 - e-journal.ptti.info
In the midst of busy society and high lifestyle, there are now many car offerings with
advanced features. The more sophisticated a car is, the price increases. This makes people …

Forecasting Pre-Owned Car Prices Using Machine Learning

CL Lasya, S Pooja, S Jeyashree… - … and Systems for …, 2023 - ieeexplore.ieee.org
Over 70 million passenger cars were produced in 2016 shows that automotive
manufacturing has been steadily rising during the previous ten years. As a result, the market …

Multiple Linear Regression Algorithm-based Car Price Prediction

R Swarnkar, R Sawant, R Harikrishnan… - … and Smart Energy …, 2023 - ieeexplore.ieee.org
Unlike" real estate", cars are depreciating assets, which means that their value over time and
with use, decreases; because of this very reason, people find it very logical to purchase" pre …

Prediction of used car prices using back propagation neural network model based on mean encoding

D Kan, L Jiang, C Liu, Z Yang… - … Conference on Intelligent …, 2023 - spiedigitallibrary.org
With the growth of the used car market and the development of e-commerce platforms, the
need for accurate valuation of used car prices is becoming more urgent. Accuracy of price …

Predicting Pre-Owned Bike Values with Machine Learning Techniques in Bangladesh

KH Ferdous, MS Arman, KR Ahmed… - … Conference on Data …, 2024 - ieeexplore.ieee.org
As the importance of sustainable practices in the automobile sector grows, it's critical to
anticipate motorcycle prices and offerings. With so many variables to consider when buying …

[PDF][PDF] Comparative analysis of various machine learning and deep learning approaches for car resale price prediction in the turkish market

F Uysal - Niğde Ömer Halisdemir Üniversitesi Mühendislik …, 2024 - dergipark.org.tr
With escalating environmental concerns worldwide, the shift towards second-hand car
markets has emerged as an eco-friendly alternative to reduce the carbon footprint …

Survey on Pre-Owned Car Price Prediction Using Random Forest Algorithm

C Selvarathi, G Bhava Dharani, R Pavithra - International Conference on …, 2023 - Springer
The technique of determining an or used new value of the car is known as car price
prediction. The make, type, age, miles, quality, as well as characteristics of a car are just a …

A Study on the Prediction Models of Used Car Prices Using Ensemble Model And SHAP Value: Focus on Feature of the Vehicle Type

S Yim, J Lee, C Ryu - Journal of Service Research and Studies, 2024 - koreascience.kr
The market share of online platform services in the used car market continues to expand.
And The used car online platform service provides service users with specifications of …

Recycled Car Price Extrapolation by LASSO and Linear Regression Check for updates

S Ghosh, R Shneha, S Samanta… - Cyber Intelligence and …, 2024 - books.google.com
Given the fluidity of the used automobile market, appraising the value of a recycled car may
be difficult and entail a number of variables. Predicting the price of recycled car by using …

SHAP Value 를 활용한 국내 브랜드 중고차의 가격 예측 모델에 관한 연구: 차급 특성을 중심으로

임승준, 이정호, 류춘호 - 한국경영과학회지, 2024 - dbpia.co.kr
This study conducted crawling on data from used car online platforms. As a result, data on
28,751 vehicles including 72 features of vehicle specifications and vehicle options were …