Markus Viljanen

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 17

Top Topics

Survival Analysis

Top Venues

IEEE Trans. Games

Publications

Markus Viljanen, Antti Airola, Tapio Pahikkala
Generalized vec trick for fast learning of pairwise kernel models. Mach. Learn. 111 (2) (2022)
Markus Viljanen, Hendriek C. Boshuizen
llperm: a permutation of regressor residuals test for microbiome data. BMC Bioinform. 23 (1) (2022)
Markus Viljanen, Tapio Pahikkala
New Recommendation Algorithm for Implicit Data Motivated by the Multivariate Normal Distribution. CoRR (2020)
Markus Viljanen, Jukka Vahlo, Aki Koponen, Tapio Pahikkala
Content Based Player and Game Interaction Model for Game Recommendation in the Cold Start setting. CoRR (2020)
Markus Viljanen, Antti Airola, Anne-Maarit Majanoja, Jukka Heikkonen, Tapio Pahikkala
Measuring Player Retention and Monetization Using the Mean Cumulative Function. IEEE Trans. Games 12 (1) (2020)
Markus Viljanen, Tapio Pahikkala
Predicting Unemployment with Machine Learning Based on Registry Data. RCIS (2020)
Markus Viljanen, Ajay Byanjankar, Tapio Pahikkala
Predicting Profitability of Peer-to-Peer Loans with Recovery Models for Censored Data. KES-IDT (2020)
Markus Viljanen, Antti Airola, Tapio Pahikkala
Generalized vec trick for fast learning of pairwise kernel models. CoRR (2020)
Ajay Byanjankar, Markus Viljanen
Predicting Expected Profit in Ongoing Peer-to-Peer Loans with Survival Analysis-Based Profit Scoring. KES-IDT (1) (2019)
Riikka Numminen, Markus Viljanen, Tapio Pahikkala
Predicting the monetization percentage with survival analysis in free-to-play games. CoG (2019)
Markus Viljanen, Antti Airola, Jukka Heikkonen, Tapio Pahikkala
Playtime Measurement With Survival Analysis. IEEE Trans. Games 10 (2) (2018)
Markus Viljanen, Antti Airola, Jukka Heikkonen, Tapio Pahikkala
A/B-Test of Retention and Monetization Using the Cox Model. AIIDE (2017)
Markus Viljanen, Antti Airola, Jukka Heikkonen, Tapio Pahikkala
Playtime Measurement with Survival Analysis. CoRR (2017)
Markus Viljanen, Antti Airola, Tapio Pahikkala, Jukka Heikkonen
Modelling user retention in mobile games. CIG (2016)
Markus Viljanen, Antti Airola, Tapio Pahikkala, Jukka Heikkonen
User activity decay in mobile games determined by simple differential equations? CIG (2016)
Tapio Pahikkala, Markus Viljanen, Antti Airola, Willem Waegeman
Spectral Analysis of Symmetric and Anti-Symmetric Pairwise Kernels. CoRR (2015)
Parisa Movahedi, Paavo Nevalainen, Markus Viljanen, Tapio Pahikkala
Fast Regularized Least Squares and k-means Clustering Method for Intrusion Detection Systems. ICPRAM (2) (2015)