Achieving Sales Forecasting with Higher Accuracy and Efficiency: A New Model Based on Modified Transformer

Deep-learning model using hybrid adaptive trend estimated series for modelling and forecasting sales

(2022) Md. Iftekharul Alam Efat et al.   ANNALS OF OPERATIONS RESEARCH

Foreformer: an enhanced transformer-based framework for multivariate time series forecasting

(2022) Ye Yang et al.   APPLIED INTELLIGENCE

Approaching sales forecasting using recurrent neural networks and transformers

(2022) Iván Vallés-Pérez et al.   EXPERT SYSTEMS WITH APPLICATIONS

Multimodal Quasi-AutoRegression: forecasting the visual popularity of new fashion products

(2022) Stefanos-Iordanis Papadopoulos et al.   International Journal of Multimedia Information Retrieval

Validating the impact of accounting disclosures on stock market: A deep neural network approach

(2021) Prajwal Eachempati et al.   TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE

Principles and algorithms for forecasting groups of time series: Locality and globality

(2021) Pablo Montero-Manso et al.   INTERNATIONAL JOURNAL OF FORECASTING

Fundamentals of Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM) network

(2020) Alex Sherstinsky   PHYSICA D-NONLINEAR PHENOMENA

A Python based Support Vector Regression Model for prediction of Covid19 cases in India

(2020) Debanjan Parbat et al.   CHAOS SOLITONS & FRACTALS

Retail sales forecasting with meta-learning

(2020) Shaohui Ma et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

A data-driven forecasting approach for newly launched seasonal products by leveraging machine-learning approaches

(2020) Majd Kharfan et al.   ANNALS OF OPERATIONS RESEARCH

A Review of Recurrent Neural Networks: LSTM Cells and Network Architectures

(2019) Yong Yu et al.   NEURAL COMPUTATION

Learning multiple layers of knowledge representation for aspect based sentiment analysis

(2018) Duc-Hong Pham et al.   DATA & KNOWLEDGE ENGINEERING

A hybrid SARIMA wavelet transform method for sales forecasting

(2010) Tsan-Ming Choi et al.   DECISION SUPPORT SYSTEMS

A two-stage dynamic sales forecasting model for the fashion retail

(2010) Yanrong Ni et al.   EXPERT SYSTEMS WITH APPLICATIONS

A hybrid intelligent model for medium-term sales forecasting in fashion retail supply chains using extreme learning machine and harmony search algorithm

(2010) W.K. Wong et al.   INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS

Forecasting time series with multiple seasonal patterns

(2007) Phillip G. Gould et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH