Anna Guitart

22 papers B 1C 1Journal 16Unranked 4
YearRankTypeTitle / Venue / Authors
2023 J jnl
Midwifery learning and forecasting: Predicting content demand with user-generated logs.
Artif. Intell. Medicine
Anna Guitart, Ana Fernández del Río, África Periáñez, Lauren Bellhouse
2023 J jnl
Synthetic Data Generator for Adaptive Interventions in Global Health.
CoRR
Aditya Rastogi, Juan Francisco Garamendi, Ana Fernández del Río, Anna Guitart, Moiz Hassan Khan, Dexian Tang, África Periáñez
2022 J jnl
Actionable Recourse via GANs for Mobile Health.
CoRR
Jennifer Chien, Anna Guitart, Ana Fernández del Río, Africa Perianez, Lauren Bellhouse
2021 J jnl
A Recommendation System to Enhance Midwives' Capacities in Low-Income Countries.
CoRR
Anna Guitart, Afsaneh Heydari, Eniola Olaleye, Jelena Ljubicic, Ana Fernández del Río, África Periáñez, Lauren Bellhouse
2021 J jnl
A time series approach to player churn and conversion in videogames.
Intell. Data Anal.
Ana Fernández del Río, Anna Guitart, Africa Perianez
2021 J jnl
Midwifery Learning and Forecasting: Predicting Content Demand with User-Generated Logs.
CoRR
Anna Guitart, Ana Fernández del Río, África Periáñez
2020 J jnl
A Time Series Approach To Player Churn and Conversion in Videogames.
CoRR
Ana Fernández del Río, Anna Guitart, África Periáñez
2019 J jnl
From Non-Paying to Premium: Predicting User Conversion in Video Games with Ensemble Learning.
CoRR
Anna Guitart, Shi Hui Tan, Ana Fernández del Río, Pei Pei Chen, África Periáñez
2019 C conf
From non-paying to premium: predicting user conversion in video games with ensemble learning.
FDG
Anna Guitart, Shi Hui Tan, Ana Fernández del Río, Pei Pei Chen, África Periáñez
2019 J jnl
Game Data Mining Competition on Churn Prediction and Survival Analysis Using Commercial Game Log Data.
IEEE Trans. Games
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
2019 J jnl
The Winning Solution to the IEEE CIG 2017 Game Data Mining Competition.
CoRR
Anna Guitart, Pei Pei Chen, África Periáñez
2019 J jnl
The Winning Solution to the IEEE CIG 2017 Game Data Mining Competition.
Mach. Learn. Knowl. Extr.
Anna Guitart, Pei Pei Chen, África Periáñez
2019 J jnl
Understanding Player Engagement and In-Game Purchasing Behavior with Ensemble Learning.
CoRR
Anna Guitart, Ana Fernández del Río, África Periáñez
2018 — conf
A Machine-Learning Item Recommendation System for Video Games.
CIG
Paul Bertens, Anna Guitart, Pei Pei Chen, Africa Perianez
2018 J jnl
A Machine-Learning Item Recommendation System for Video Games.
CoRR
Paul Bertens, Anna Guitart, Pei Pei Chen, África Periáñez
2018 — conf
Customer Lifetime Value in Video Games Using Deep Learning and Parametric Models.
IEEE BigData
Pei Pei Chen, Anna Guitart, Ana Fernández del Río, Africa Perianez
2018 J jnl
Customer Lifetime Value in Video Games Using Deep Learning and Parametric Models.
CoRR
Pei Pei Chen, Anna Guitart, Ana Fernández del Río, África Periáñez
2018 J jnl
Game Data Mining Competition on Churn Prediction and Survival Analysis using Commercial Game Log Data.
CoRR
Kyung-Joong Kim, Dumim Yoon, JiHoon Jeon, Seong-Il Yang, Sang-Kwang Lee, Eunjo Lee, Yoonjae Jang, Dae-Wook Kim, Pei Pei Chen, Anna Guitart, Paul Bertens, África Periáñez, Fabian Hadiji, Marc Müller, Youngjun Joo, Jiyeon Lee, Inchon Hwang
2017 J jnl
Discovering Playing Patterns: Time Series Clustering of Free-To-Play Game Data.
CoRR
Alain Saas, Anna Guitart, Africa Perianez
2017 — conf
Games and big data: A scalable multi-dimensional churn prediction model.
CIG
Paul Bertens, Anna Guitart, Africa Perianez
2016 B conf
Churn Prediction in Mobile Social Games: Towards a Complete Assessment Using Survival Ensembles.
DSAA
Africa Perianez, Alain Saas, Anna Guitart, Colin Magne
2016 — conf
Discovering playing patterns: Time series clustering of free-to-play game data.
CIG
Alain Saas, Anna Guitart, Africa Perianez