| 2023 | IJCNN | On-line Learning, Classification and Interpretation of Brain Signals using 3D SNN and ESN. | Petia D. Koprinkova-Hristova, Dimitar P. Filev, Simona Nedelcheva, Svetlozar Yordanov, Nikola K. Kasabov |
| 2022 | IROS | Improved Robustness and Safety for Pre-Adaptation of Meta Reinforcement Learning with Prior Regularization. | Lu Wen, Songan Zhang, H. Eric Tseng, Baljeet Singh, Dimitar P. Filev, Huei Peng |
| 2019 | ICINCO | Evolving Systems and Their Automotive Applications. | Dimitar P. Filev |
| 2019 | ICMLA | Interpretable Approximation of a Deep Reinforcement Learning Agent as a Set of If-Then Rules. | Subramanya Nageshrao, Bruno Costa, Dimitar P. Filev |
| 2019 | ICMLA | Explainable Density-Based Approach for Self-Driving Actions Classification. | Eduardo A. Soares, Plamen Angelov, Dimitar P. Filev, Bruno Costa, Marcos Castro, Subramanya Nageshrao |
| 2019 | SMC | Towards a Modular Brain-Machine Interface for Intelligent Vehicle Systems Control - A CARLA Demonstration. | Collin Dunlap, Robert Franklin, Marcus Gerhardt, Aniruddh Ravindran, Ali Hassani, Dimitar P. Filev, Florian Solzbacher, Marcia A. Bockbrader, Luke Bird, Ian Burkhart, Kaitlyn Eipel, Samuel Colachis, Nicholas V. Annetta, Patrick D. Ganzer, Gaurav Sharma, David A. Friedenberg |
| 2019 | SMC | Autonomous Highway Driving using Deep Reinforcement Learning. | Subramanya Nageshrao, H. Eric Tseng, Dimitar P. Filev |
| 2017 | SMC | Transition probability estimation and its application in evaluation of automated driving. | Sanghyun Hong, Jianbo Lu, Dimitar P. Filev |
| 2017 | SMC | Adaptive control of an uncertain hammerstein actuator model in a variable cam timing system. | E. Dogan Sumer, Yan Wang, Mohammad Farid, Dimitar P. Filev |
| 2016 | SMC | Driver behavior characterization using multiple dynamic models. | Sanghyun Hong, Jianbo Lu, Dimitar P. Filev |
| 2016 | SMC | Trajectory optimization with memetic algorithms: Time-to-torque minimization of turbocharged engines. | Dan Simon, Yan Wang, Oliver Tiber, Dawei Du, Dimitar P. Filev, John Michelini |
| 2014 | SMC | A non-intrusive three-way catalyst diagnostics monitor based on support vector machines. | Pankaj Kumar, Imad Makki, Dimitar P. Filev |
| 2014 | SMC | Cloud aided safety-based route planning. | Zhaojian Li, Ilya V. Kolmanovsky, Ella M. Atkins, Jianbo Lu, Dimitar P. Filev, John Michelini |
| 2013 | IJCNN | Empirical modeling of vehicle fuel economy based on historical data. | D. Slavin, M. A. Abou-Nasr, Dimitar P. Filev, Ilya V. Kolmanovsky |
| 2013 | IFSA | The look-up table controllers and a particular class of Mamdani fuzzy controllers are equivalent - Implications to real-world applications. | Dimitar P. Filev, Hao Ying |
| 2011 | SMC | Real-time driver characterization during car following using stochastic evolving models. | Dimitar P. Filev, Jianbo Lu, Finn Tseng, Kwaku O. Prakah-Asante |
| 2010 | ICINCO | Emotive Driver Advisor System (EDAS). | Oleg Gusikhin, Erica Klampfl, Dimitar P. Filev, Yifan Chen |
| 2010 | IJCNN | A generalized Markov Chain modeling approach for on board applications. | Dimitar P. Filev, Ilya V. Kolmanovsky |
| 2010 | SMC | Hybrid Intelligent System for Driver Workload Estimation for tailored vehicle-driver communication and interaction. | Kwaku O. Prakah-Asante, Dimitar P. Filev, Jianbo Lu |
| 2009 | SMC | Real-time Driving Behavior Identification Based on Driver-in-the-loop Vehicle Dynamics and Control. | Dimitar P. Filev, Jianbo Lu, Kwaku O. Prakah-Asante, Fling Tseng |
| 2007 | ICINCO | Real time diagnostics, prognostics, and process modeling. | Dimitar P. Filev |
| 2007 | SMC | Architectures for evolving fuzzy rule-based classifiers. | Plamen Angelov, Xiaowei Zhou, Dimitar P. Filev, Edwin Lughofer |
| 2006 | ICINCO | Intelligent vehicle systems applications and new trends. | Oleg Yu. Gusikhin, Dimitar P. Filev, Nestor Rychtyckyj |
| 2006 | IJCNN | An Autonomous Diagnostics and Prognostics Framework for Condition-Based Maintenance. | Pundarikaksha Baruah, Ratna Babu Chinnam, Dimitar P. Filev |
| 2004 | CIKM | Intelligent agent for automated manufacturing rule generation. | Alan L. Clark, Dimitar P. Filev |
| 2003 | IFSA | On-line Design of Takagi-Sugeno Models. | Plamen Angelov, Dimitar P. Filev |