Expert-Tutoring Systems: Architecture and Development Tools. - V. I. Gritsenko; A. M. Dovgiallo; Valery A. Petrushin (Artificial Intelligence in Higher Education, 1989)

HELENA: A Shell for Creating Educational Hypermedia Applications. - Valery A. Petrushin (MHVR, 1994)

Computational support for collaborative learning through generative problem solving. - N. Hari Narayanan; Cindy E. Hmelo; Valery A. Petrushin; Wendy Newstetter; Mark Guzdial; Janet L. Kolodner (CSCL, 1995)

Put your experience on the Web: A tool for creating and browsing in case libraries. - Valery A. Petrushin; Janet L. Kolodner (WebNet, 1996)

SELENA: Walking on the Moon or How to Make Decisions Using the Web. - Valery A. Petrushin; Mark Yohannan; Tetyana Lysyuk (WebNet, 1997)

Emotion recognition in speech signal: experimental study, development, and application. - Valery A. Petrushin (INTERSPEECH, 2000)

eShopper modeling and simulation. - Valery A. Petrushin (Data Mining and Knowledge Discovery: Theory, Tools, and Technology, 2001)

Using Speech Analysis Techniques for Language Learning. - Valery A. Petrushin (ICALT, 2001)

The PERSEUS Project: Creating Personalized Multimedia News Portal. - Victor Kulesh; Valery A. Petrushin; Ishwar K. Sethi (MDM/KDD, 2001)

Learning to change taxonomies. - Elena Eneva; Valery A. Petrushin (Data Mining and Knowledge Discovery: Theory, Tools, and Technology, 2002)

The Community of Multimedia Agents project. - Gang Wei; Valery A. Petrushin; Anatole Gershman (ICME (2), 2002)

Video Clip Recognition Using Joint Audio-Visual Processing Model. - Victor Kulesh; Valery A. Petrushin; Ishwar K. Sethi (ICPR (1), 2002)

RUSLANA: a database of Russian emotional utterances. - Veronika Makarova; Valery A. Petrushin (INTERSPEECH, 2002)

From Data To Insight: The Community Of Multimedia Agents. - Gang Wei; Valery A. Petrushin; Anatole Gershman (MDM/KDD, 2002)

The Community of Multimedia Agents. - Gang Wei; Valery A. Petrushin; Anatole Gershman (Revised Papers from MDM/KDD and PAKDD/KDMCD, 2002)

Using Virtual Worlds for Corporate Training. - Charles Nebolsky; Nicholas K. Yee; Valery A. Petrushin; Anatole Gershman (ICALT, 2003)

Learning Chinese tones. - Valery A. Petrushin (INTERSPEECH, 2003)

Shot Boundary Detection and High-Level Features Extraction for the TREC Video Evaluation 2003. - Xin Huang; Gang Wei; Valery A. Petrushin (TRECVID, 2003)

Pitch-Synchronous Speech Signal Segmentation and Its Applications. - Valery A. Petrushin (TSD, 2003)

The 5th international workshop on multimedia data mining (MDM/KDD2004). - Latifur Khan; Valery A. Petrushin (SIGKDD Explor., 2004)

The 4th international workshop on multimedia data mining (MDM/KDD2003). - Valery A. Petrushin; Anne Kao; Latifur Khan (SIGKDD Explor., 2004)

A Bayesian Framework for Robust Reasoning from Sensor Networks. - Valery A. Petrushin; Rayid Ghani; Anatole Gershman (AAAI Spring Symposium: AI Technologies for Homeland Security, 2005)

Mining rare and frequent events in multi-camera surveillance video using self-organizing maps. - Valery A. Petrushin (KDD, 2005)

Multiple sensor integration for indoor surveillance. - Valery A. Petrushin; Gang Wei; Rayid Ghani; Anatole Gershman (MDM@KDD, 2005)

Searching for Relevant Video Shots in BBC Rushes Using Semantic Web Techniques. - Bradley P. Allen; Valery A. Petrushin (TRECVID, 2005)

Multiple-Sensor Indoor Surveillance System. - Valery A. Petrushin; Gang Wei; Omer Shakil; Damian Roqueiro; Anatole Gershman (CRV, 2006)

Semantic Web Techniques for Searching and Navigating Video Shots in BBC Rushes. - Bradley P. Allen; Valery A. Petrushin; Damian Roqueiro; Gang Wei (TRECVID, 2006)

Introduction. - Latifur Khan; Valery A. Petrushin (Knowl. Inf. Syst., 2006)

Multiple-camera people localization in an indoor environment. - Valery A. Petrushin; Gang Wei; Anatole Gershman (Knowl. Inf. Syst., 2006)

Counting people using video cameras. - Damian Roqueiro; Valery A. Petrushin (Int. J. Parallel Emergent Distributed Syst., 2007)

Multimedia Data Mining and Knowledge Discovery. - Valery A. Petrushin; Latifur Khan; Jie Yu (J. Electronic Imaging, 2008)

Tenth international workshop on multimedia data mining. - Valery A. Petrushin; Jia-Yu Pan; Cees G. M. Snoek (SIGKDD Explor., 2010)

Committee Based Prediction System for Recommendation: KDD Cup 2011, Track2. - Hang Zhang; Eric Riedl; Valery A. Petrushin; Siddharth Pal; Jacob Spoelstra (KDD Cup, 2012)

Disruptive Innovation: Large Scale Multimedia Data Mining. - Aaron K. Baughman; Jia-Yu Pan; Jiang John Gao; Valery A. Petrushin (Multimedia Data Mining and Analytics, 2015)