Anna Guitart

According to our database, Anna Guitart authored at least 15 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Synthetic Data Generator for Adaptive Interventions in Global Health.

Aditya Rastogi, Juan Francisco Garamendi, Ana Fernández del Río, Anna Guitart, Moiz Hassan Khan, Dexian Tang, África Periáñez

CoRR, 2023

Midwifery learning and forecasting: Predicting content demand with user-generated logs.

Anna Guitart, Ana Fernández del Río, África Periáñez, Lauren Bellhouse

Artif. Intell. Medicine, 2023

2022

Actionable Recourse via GANs for Mobile Health.

Jennifer Chien, Anna Guitart, Ana Fernández del Río, Africa Perianez, Lauren Bellhouse

CoRR, 2022

2021

A time series approach to player churn and conversion in videogames.

Ana Fernández del Río, Anna Guitart, Africa Perianez

Intell. Data Anal., 2021

A Recommendation System to Enhance Midwives' Capacities in Low-Income Countries.

Anna Guitart, Afsaneh Heydari, Eniola Olaleye, Jelena Ljubicic, Ana Fernández del Río, África Periáñez, Lauren Bellhouse

CoRR, 2021

Midwifery Learning and Forecasting: Predicting Content Demand with User-Generated Logs.

Anna Guitart, Ana Fernández del Río, África Periáñez

CoRR, 2021

2019

Game Data Mining Competition on Churn Prediction and Survival Analysis Using Commercial Game Log Data.

EunJo Lee, Yoonjae Jang, DuMim Yoon, JiHoon Jeon, Seong-Il Yang, Sang-Kwang Lee, Dae-Wook Kim, Pei Pei Chen, Anna Guitart, Paul Bertens, África Periáñez, Fabian Hadiji, Marc Müller, Youngjun Joo, Jiyeon Lee, Inchon Hwang, Kyung-Joong Kim

IEEE Trans. Games, 2019

The Winning Solution to the IEEE CIG 2017 Game Data Mining Competition.

Anna Guitart, Pei Pei Chen, África Periáñez

Mach. Learn. Knowl. Extr., 2019

Understanding Player Engagement and In-Game Purchasing Behavior with Ensemble Learning.

Anna Guitart, Ana Fernández del Río, África Periáñez

CoRR, 2019

From non-paying to premium: predicting user conversion in video games with ensemble learning.

Anna Guitart, Shi Hui Tan, Ana Fernández del Río, Pei Pei Chen, África Periáñez

Proceedings of the 14th International Conference on the Foundations of Digital Games, 2019

2018

A Machine-Learning Item Recommendation System for Video Games.

Paul Bertens, Anna Guitart, Pei Pei Chen, Africa Perianez

Proceedings of the 2018 IEEE Conference on Computational Intelligence and Games, 2018

Customer Lifetime Value in Video Games Using Deep Learning and Parametric Models.

Pei Pei Chen, Anna Guitart, Ana Fernández del Río, Africa Perianez

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017

Games and big data: A scalable multi-dimensional churn prediction model.

Paul Bertens, Anna Guitart, Africa Perianez

Proceedings of the IEEE Conference on Computational Intelligence and Games, 2017

2016

Churn Prediction in Mobile Social Games: Towards a Complete Assessment Using Survival Ensembles.

Africa Perianez, Alain Saas, Anna Guitart, Colin Magne

Proceedings of the 2016 IEEE International Conference on Data Science and Advanced Analytics, 2016

Discovering playing patterns: Time series clustering of free-to-play game data.

Alain Saas, Anna Guitart, Africa Perianez

Proceedings of the IEEE Conference on Computational Intelligence and Games, 2016