Fast NML Computation for Naive Bayes Models. - Tommi Mononen; Petri Myllymäki (Discovery Science, 2007)

On the Multinomial Stochastic Complexity and its Connection to the Birthday Problem. - Tommi Mononen; Petri Myllymäki (ITSL, 2008)

Computing the NML for Bayesian forests via matrices and generating polynomials. - Tommi Mononen; Petri Myllymäki (ITW, 2008)

A case study of the widely applicable Bayesian information criterion and its optimality. - Tommi Mononen (Stat. Comput., 2015)

Bayesian Leave-One-Out Cross-Validation Approximations for Gaussian Latent Variable Models. - Aki Vehtari; Tommi Mononen; Ville Tolvanen; Tuomas Sivula; Ole Winther (J. Mach. Learn. Res., 2016)

Contrasting the impact of cytotoxic and cytostatic drug therapies on tumour progression. - Jani V. Anttila; Mikhail Shubin; Johannes Cairns; Florian Borse; Qingli Guo; Tommi Mononen; Ignacio Vázquez-García; Otto Pulkkinen; Ville Mustonen (PLoS Comput. Biol., 2019)

Drug-induced resistance evolution necessitates less aggressive treatment. - Teemu Kuosmanen; Johannes Cairns; Robert Noble; Niko Beerenwinkel; Tommi Mononen; Ville Mustonen (PLoS Comput. Biol., 2021)

A multi-modal dataset for insect biodiversity with imagery and DNA at the trap and individual level. - Johanna Orsholm; John Quinto; Hannu Autto; Gaia Banelyte; Nicolas Chazot; Jeremy deWaard; Stephanie deWaard; Arielle Farrell; Brendan Furneaux; Bess Hardwick; Nao Ito; Amlan Kar; et al. (CoRR, 2025)