Anna Guitart

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 22

Top Topics

Churn Prediction

Top Venues

Artif. Intell. Medicine

Publications

Aditya Rastogi, Juan Francisco Garamendi, Ana Fernández del Río, Anna Guitart, Moiz Hassan Khan, Dexian Tang, África Periáñez
Synthetic Data Generator for Adaptive Interventions in Global Health. CoRR (2023)
Anna Guitart, Ana Fernández del Río, África Periáñez, Lauren Bellhouse
Midwifery learning and forecasting: Predicting content demand with user-generated logs. Artif. Intell. Medicine 138 (2023)
Jennifer Chien, Anna Guitart, Ana Fernández del Rio, Africa Perianez, Lauren Bellhouse
Actionable Recourse via GANs for Mobile Health. CoRR (2022)
Ana Fernández del Río, Anna Guitart, Africa Perianez
A time series approach to player churn and conversion in videogames. Intell. Data Anal. 25 (1) (2021)
Anna Guitart, Afsaneh Heydari, Eniola Olaleye, Jelena Ljubicic, Ana Fernández del Río, África Periáñez, Lauren Bellhouse
A Recommendation System to Enhance Midwives' Capacities in Low-Income Countries. CoRR (2021)
Anna Guitart, Ana Fernández del Río, África Periáñez
Midwifery Learning and Forecasting: Predicting Content Demand with User-Generated Logs. CoRR (2021)
Ana Fernández del Río, Anna Guitart, África Periáñez
A Time Series Approach To Player Churn and Conversion in Videogames. CoRR (2020)
Anna Guitart, Pei Pei Chen, África Periáñez
The Winning Solution to the IEEE CIG 2017 Game Data Mining Competition. CoRR (2019)
Anna Guitart, Pei Pei Chen, África Periáñez
The Winning Solution to the IEEE CIG 2017 Game Data Mining Competition. Mach. Learn. Knowl. Extr. 1 (1) (2019)
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
Game Data Mining Competition on Churn Prediction and Survival Analysis Using Commercial Game Log Data. IEEE Trans. Games 11 (3) (2019)
Anna Guitart, Shi Hui Tan, Ana Fernández del Río, Pei Pei Chen, África Periáñez
From Non-Paying to Premium: Predicting User Conversion in Video Games with Ensemble Learning. CoRR (2019)
Anna Guitart, Ana Fernández del Río, África Periáñez
Understanding Player Engagement and In-Game Purchasing Behavior with Ensemble Learning. CoRR (2019)
Anna Guitart, Shi Hui Tan, Ana Fernández del Río, Pei Pei Chen, África Periáñez
From non-paying to premium: predicting user conversion in video games with ensemble learning. FDG (2019)
Paul Bertens, Anna Guitart, Pei Pei Chen, África Periáñez
A Machine-Learning Item Recommendation System for Video Games. CoRR (2018)
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
Game Data Mining Competition on Churn Prediction and Survival Analysis using Commercial Game Log Data. CoRR (2018)
Pei Pei Chen, Anna Guitart, Ana Fernández del Río, África Periáñez
Customer Lifetime Value in Video Games Using Deep Learning and Parametric Models. CoRR (2018)
Paul Bertens, Anna Guitart, Pei Pei Chen, Africa Perianez
A Machine-Learning Item Recommendation System for Video Games. CIG (2018)
Pei Pei Chen, Anna Guitart, Ana Fernández del Río, Africa Perianez
Customer Lifetime Value in Video Games Using Deep Learning and Parametric Models. IEEE BigData (2018)
Paul Bertens, Anna Guitart, Africa Perianez
Games and big data: A scalable multi-dimensional churn prediction model. CIG (2017)
Alain Saas, Anna Guitart, Africa Perianez
Discovering Playing Patterns: Time Series Clustering of Free-To-Play Game Data. CoRR (2017)
Africa Perianez, Alain Saas, Anna Guitart, Colin Magne
Churn Prediction in Mobile Social Games: Towards a Complete Assessment Using Survival Ensembles. DSAA (2016)
Alain Saas, Anna Guitart, Africa Perianez
Discovering playing patterns: Time series clustering of free-to-play game data. CIG (2016)