Retail Property Price Index Forecasting through Neural Networks

Residential housing price index forecasting via neural networks

(2022) Xiaojie Xu et al.   NEURAL COMPUTING & APPLICATIONS

Machine learning with explainability or spatial hedonics tools? An analysis of the asking prices in the housing market in Alicante, Spain

(2021) Juan Ramón Rico-Juan et al.   EXPERT SYSTEMS WITH APPLICATIONS

Predicting the rental value of houses in household surveys in Tanzania, Uganda and Malawi: Evaluations of hedonic pricing and machine learning approaches

(2021) Weldensie T. Embaye et al.   PLoS One

Housing market spillovers through the lens of transaction volume: A new spillover index approach

(2021) Jian Yang et al.   Journal of Empirical Finance

Second-hand house price index forecasting with neural networks

(2021) Xiaojie Xu et al.   Journal of Property Research

Corn Cash Price Forecasting

(2020) Xiaojie Xu   AMERICAN JOURNAL OF AGRICULTURAL ECONOMICS

A New Appraisal Model of Second-Hand Housing Prices in China’s First-Tier Cities Based on Machine Learning Algorithms

(2020) Lulin Xu et al.   Computational Economics

Developing a Forecasting Model for Real Estate Auction Prices Using Artificial Intelligence

(2020) Jun Kang et al.   Sustainability

Predicting housing prices in China based on modified Holt's exponential smoothing incorporating whale optimization algorithm

(2020) Lianyi Liu et al.   SOCIO-ECONOMIC PLANNING SCIENCES

Using Machine Learning Models and Actual Transaction Data for Predicting Real Estate Prices

(2020) Ping-Feng Pai et al.   Applied Sciences-Basel

A new forecasting model with wrapper-based feature selection approach using multi-objective optimization technique for chaotic crude oil time series

(2020) Seçkin Karasu et al.   ENERGY

A new hybrid model for wind speed forecasting combining long short-term memory neural network, decomposition methods and grey wolf optimizer

(2020) Aytaç Altan et al.   APPLIED SOFT COMPUTING

Predicting housing price in China based on long short-term memory incorporating modified genetic algorithm

(2019) Rui Liu et al.   SOFT COMPUTING

Causal structure among US corn futures and regional cash prices in the time and frequency domain

(2018) Xiaojie Xu   JOURNAL OF APPLIED STATISTICS

Hedonic modeling of commercial property values: distance decay from the links and nodes of rail and highway infrastructure

(2018) Kihwan Seo et al.   TRANSPORTATION

Walled Buildings, Sustainability, and Housing Prices: An Artificial Neural Network Approach

(2018) Rita Li et al.   Sustainability

OUP accepted manuscript

(2018)   EUROPEAN REVIEW OF AGRICULTURAL ECONOMICS

Monitoring contaminants of emerging concern from tertiary wastewater treatment plants using passive sampling modelled with performance reference compounds

(2016) Tamanna Sultana et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Short-run price forecast performance of individual and composite models for 496 corn cash markets

(2016) Xiaojie Xu   JOURNAL OF APPLIED STATISTICS

A Novel Machine Learning Model for Estimation of Sale Prices of Real Estate Units

(2016) Mohammad Hossein Rafiei et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Application Of Fuzzy Regression Model For Real Estate Price Prediction

(2016) Abdul Ghani Sarip et al.   Malaysian Journal of Computer Science

A Novel Machine Learning Model for Estimation of Sale Prices of Real Estate Units

(2016) Mohammad Hossein Rafiei et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Using machine learning algorithms for housing price prediction: The case of Fairfax County, Virginia housing data

(2015) Byeonghwa Park et al.   EXPERT SYSTEMS WITH APPLICATIONS

Real estate price forecasting based on SVM optimized by PSO

(2013) Xibin Wang et al.   OPTIK

Housing price forecasting based on genetic algorithm and support vector machine

(2010) Jirong Gu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Nonlinearity, data-snooping, and stock index ETF return predictability

(2009) Jian Yang et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Determinants of house prices in Turkey: Hedonic regression versus artificial neural network

(2008) Hasan Selim   EXPERT SYSTEMS WITH APPLICATIONS

Neural network based model for predicting housing market performance

(2008) Ahmed Khalafallah   TSINGHUA SCIENCE AND TECHNOLOGY