| 2005 | KDD | Mining rare and frequent events in multi-camera surveillance video using self-organizing maps. | Valery A. Petrushin |
| 2005 | KDD | Multiple sensor integration for indoor surveillance. | Valery A. Petrushin, Gang Wei, Rayid Ghani, Anatole Gershman |
| 2003 | ICALT | Using Virtual Worlds for Corporate Training. | Charles Nebolsky, Nicholas K. Yee, Valery A. Petrushin, Anatole Gershman |
| 2003 | Interspeech | Learning Chinese tones. | Valery A. Petrushin |
| 2002 | ICPR | Video Clip Recognition Using Joint Audio-Visual Processing Model. | Victor Kulesh, Valery A. Petrushin, Ishwar K. Sethi |
| 2002 | Interspeech | RUSLANA: a database of Russian emotional utterances. | Veronika Makarova, Valery A. Petrushin |
| 2002 | KDD | From Data To Insight: The Community Of Multimedia Agents. | Gang Wei, Valery A. Petrushin, Anatole Gershman |
| 2002 | KDD | The Community of Multimedia Agents. | Gang Wei, Valery A. Petrushin, Anatole Gershman |
| 2001 | ICALT | Using Speech Analysis Techniques for Language Learning. | Valery A. Petrushin |
| 2001 | KDD | The PERSEUS Project: Creating Personalized Multimedia News Portal. | Victor Kulesh, Valery A. Petrushin, Ishwar K. Sethi |
| 2000 | Interspeech | Emotion recognition in speech signal: experimental study, development, and application. | Valery A. Petrushin |