Evolutionary Algorithms for the Design of Neural Network Classifiers for the Classification of Pain Intensity. - Danila Mamontov; Iana Polonskaia; Alina Skorokhod; Eugene Semenkin; Viktor Kessler; Friedhelm Schwenker (MPRSS, 2018)

Predicting Depression and Emotions in the Cross-roads of Cultures, Para-linguistics, and Non-linguistics. - Heysem Kaya; Dmitrii Fedotov; Denis Dresvyanskiy; Metehan Doyran; Danila Mamontov; Maxim Markitantov; Alkim Almila Akdag Salah; Evrim Kavcar; Alexey Karpov 001; Albert Ali Salah (AVEC@MM, 2019)

Ensembling End-to-End Deep Models for Computational Paralinguistics Tasks: ComParE 2020 Mask and Breathing Sub-Challenges. - Maxim Markitantov; Denis Dresvyanskiy; Danila Mamontov; Heysem Kaya; Wolfgang Minker; Alexey Karpov 001 (INTERSPEECH, 2020)

Ensemble-Within-Ensemble Classification for Escalation Prediction from Speech. - Oxana Verkholyak; Denis Dresvyanskiy; Anastasia Dvoynikova; Denis Kotov; Elena Ryumina; Alena Velichko; Danila Mamontov; Wolfgang Minker; Alexey Karpov 001 (Interspeech, 2021)

Self-Configuring Genetic Programming Feature Generation in Affect Recognition Tasks. - Danila Mamontov; Wolfgang Minker; Alexey Karpov 001 (SPECOM, 2022)

Cross-Cultural Automatic Depression Detection Based on Audio Signals. - Danila Mamontov; Sebastian Zepf; Alexey Karpov 001; Wolfgang Minker (SPECOM (1), 2024)