Alexey A. Koloydenko

Publication Activity (10 Years)

Years Active: 2008-2020
Publications (10 Years): 2

Top Topics

Gesture Recognition

Sequence Classification

Viterbi Algorithm

Top Venues

J. Mach. Learn. Res.

Publications

Alexey A. Koloydenko, Kristi Kuljus, Jüri Lember
MAP segmentation in Bayesian hidden Markov models: a case study. CoRR (2020)
Liuxuan Pan, Allan Tomlinson, Alexey A. Koloydenko
Time Pattern Analysis of Malware by Circular Statistics. ANCS (2017)
Jüri Lember, Alexey A. Koloydenko
Bridging Viterbi and posterior decoding: a generalized risk approach to hidden path inference based on hidden Markov models. J. Mach. Learn. Res. 15 (1) (2014)
Jüri Lember, Alexey A. Koloydenko
A constructive proof of the existence of Viterbi processes. IEEE Trans. Inf. Theory 56 (4) (2010)
Jüri Lember, Alexey A. Koloydenko
A generalized risk-based approach to segmentation based on hidden Markov models CoRR (2010)
Jüri Lember, Alexey A. Koloydenko
A constructive proof of the existence of Viterbi processes CoRR (2008)