Danila Mamontov

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 5

Top Topics

Feature Generation

Evolutionary Algorithm

Ensemble Classification

Majority Voting

Top Venues

Publications

Danila Mamontov, Wolfgang Minker, Alexey Karpov
Self-Configuring Genetic Programming Feature Generation in Affect Recognition Tasks. SPECOM (2022)
Oxana Verkholyak, Denis Dresvyanskiy, Anastasia Dvoynikova, Denis Kotov, Elena Ryumina, Alena Velichko, Danila Mamontov, Wolfgang Minker, Alexey Karpov
Ensemble-Within-Ensemble Classification for Escalation Prediction from Speech. Interspeech (2021)
Maxim Markitantov, Denis Dresvyanskiy, Danila Mamontov, Heysem Kaya, Wolfgang Minker, Alexey Karpov
Ensembling End-to-End Deep Models for Computational Paralinguistics Tasks: ComParE 2020 Mask and Breathing Sub-Challenges. INTERSPEECH (2020)
Heysem Kaya, Dmitrii Fedotov, Denis Dresvyanskiy, Metehan Doyran, Danila Mamontov, Maxim Markitantov, Alkim Almila Akdag Salah, Evrim Kavcar, Alexey Karpov, Albert Ali Salah
Predicting Depression and Emotions in the Cross-roads of Cultures, Para-linguistics, and Non-linguistics. AVEC@MM (2019)
Danila Mamontov, Iana Polonskaia, Alina Skorokhod, Eugene Semenkin, Viktor Kessler, Friedhelm Schwenker
Evolutionary Algorithms for the Design of Neural Network Classifiers for the Classification of Pain Intensity. MPRSS (2018)