An analyses of the effect of using contextual and loyalty features on early purchase prediction of shoppers in e-commerce domain

A Survey on Session-based Recommender Systems

(2021) Shoujin Wang et al.   ACM COMPUTING SURVEYS

When to consult precision-recall curves

(2020) Jonathan Cook et al.   Stata Journal

Will this session end with a purchase? Inferring current purchase intent of anonymous visitors

(2019) Osnat Mokryn et al.   Electronic Commerce Research and Applications

Personalized recommendation via user preference matching

(2019) Wen Zhou et al.   INFORMATION PROCESSING & MANAGEMENT

An encoder–decoder switch network for purchase prediction

(2019) Chanyoung Park et al.   KNOWLEDGE-BASED SYSTEMS

Online purchase decisions for tourism e-commerce

(2019) Guixiang Zhu et al.   Electronic Commerce Research and Applications

Real-time purchase behavior recognition system based on deep learning-based object detection and tracking for an unmanned product cabinet

(2019) Dae Ha Kim et al.   EXPERT SYSTEMS WITH APPLICATIONS

A machine learning framework for customer purchase prediction in the non-contractual setting

(2018) Andrés Martínez et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Real-time prediction of online shoppers’ purchasing intention using multilayer perceptron and LSTM recurrent neural networks

(2018) C. Okan Sakar et al.   NEURAL COMPUTING & APPLICATIONS

Biased Random Forest For Dealing With the Class Imbalance Problem

(2018) Mohammed Bader-El-Den et al.   IEEE Transactions on Neural Networks and Learning Systems

Parametric methods for comparing the performance of two classification algorithms evaluated by k-fold cross validation on multiple data sets

(2017) Tzu-Tsung Wong   PATTERN RECOGNITION

Session-based item recommendation in e-commerce: on short-term intents, reminders, trends and discounts

(2017) Dietmar Jannach et al.   USER MODELING AND USER-ADAPTED INTERACTION

Purchase prediction using Tmall-specific features

(2016) Yang Zhao et al.   CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Deep Learning-Based Classification of Hyperspectral Data

(2014) Yushi Chen et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing