Impact of outlier detection on neural networks based property value prediction

S Sandbhor, NB Chaphalkar - … of Fifth International Conference INDIA 2018 …, 2019 - Springer
Detecting outliers is an important step in data mining. Outliers not only hamper data quality
but also affect the output in case of prediction models. Prediction tools like Neural Networks …

Effect of training sample and network characteristics in neural network-based real property value prediction

S Sandbhor, NB Chaphalkar - … of the 2nd International Conference on …, 2019 - Springer
Property value is its current worth in the market which needs to be ascertained for buying,
selling, mortgage, tax calculation, etc. Neural network uses past data to predict future data …

[PDF][PDF] Real Estate Data Analysis using Principal Component Analysis and 'R'

KS Kumar, K Soundarya, R Harshitha… - … Journal of Pure and …, 2018 - researchgate.net
The primary focus of real estate data analysis is on analyzing the past data and then
predicting the real estimates in further time. This analysis is used to figure out the right price …