Second-hand house price index forecasting with neural networks

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

Corn cash price forecasting with neural networks

(2021) Xiaojie Xu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A seasonal-trend decomposition-based dendritic neuron model for financial time series prediction

(2021) Houtian He et al.   APPLIED SOFT COMPUTING

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

Assessment of the Real Estate Market Value in the European Market by Artificial Neural Networks Application

(2018) Jasmina Ćetković et al.   COMPLEXITY

Statistical and Machine Learning forecasting methods: Concerns and ways forward

(2018) Spyros Makridakis et al.   PLoS One

Dendritic Neuron Model With Effective Learning Algorithms for Classification, Approximation, and Prediction

(2018) Shangce Gao et al.   IEEE Transactions on Neural Networks and Learning Systems

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

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

Financial time series prediction using a dendritic neuron model

(2016) Tianle Zhou et al.   KNOWLEDGE-BASED SYSTEMS

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

Time series forecasting for nonlinear and non-stationary processes: a review and comparative study

(2015) Changqing Cheng et al.   IIE TRANSACTIONS

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