| 2021 | ICAART | Autoencoder Watchdog Outlier Detection for Classifiers. | Justin Bui, Robert J. Marks II |
| 2018 | ICAISC | Observation of Unbounded Novelty in Evolutionary Algorithms is Unknowable. | Eric Holloway, Robert J. Marks II |
| 2013 | GLOBECOM | Joint reduction of out-of-band power and peak-to-average power ratio for non-contiguous OFDM systems. | Yanqing Liu, Liang Dong, Robert J. Marks II |
| 2013 | IJCNN | Tactical task allocation and resource management in non-stationary swarm dynamics. | Jon H. Roach, Robert J. Marks II, Benjamin Thompson |
| 2013 | WCNC | Common control channel assignment in cognitive radio networks using potential game theory. | Yanqing Liu, Liang Dong, Robert J. Marks II |
| 2009 | SMC | Evolutionary Synthesis of Nand Logic: Dissecting a Digital Organism. | Winston J. Ewert, William A. Dembski, Robert J. Marks II |
| 2009 | SMC | Image Compression and Recovery through Compressive Sampling and Particle Swarm. | David Sturgill, Benjamin Van Ruitenbeek, Robert J. Marks II |
| 2005 | INFOCOM | Power controlled minimum frame length scheduling in TDMA wireless networks with sectored antennas. | Arindam Kumar Das, Robert J. Marks II, Payman Arabshahi, Andrew Gray |
| 2005 | IROS | How deterministic must a real-time controller be? | Ian A. Gravagne, John M. Davis, Robert J. Marks II |
| 2004 | ICRA | Bandwidth Reduction for Controller Area Networks using Adaptive Sampling. | Ian A. Gravagne, John M. Davis, Jeffrey J. Dacunha, Robert J. Marks II |
| 2003 | IJCNN | Orthogonal transformation of output principal components for improved tolerance to error. | T. P. Mann, Christian J. Eggen, Warren L. J. Fox, David W. Krout, Gregory Anderson, Mohamed A. El-Sharkawi, Robert J. Marks II |
| 2003 | IJCNN | Missing sensor data restoration for vibration sensors on a jet aircraft engine. | S. Narayanan, John L. Vian, Jai J. Choi, Robert J. Marks II, Mohamed A. El-Sharkawi, Benjamin B. Thompson |
| 2003 | IJCNN | On the contractive nature of autoencoders: application to missing sensor restoration. | Benjamin B. Thompson, Robert J. Marks II, Mohamed A. El-Sharkawi |
| 2003 | IJCNN | Inversion of neural network underwater acoustic model for estimation of bottom parameters using modified particle swarm optimizers. | Benjamin B. Thompson, Robert J. Marks II, Mohamed A. El-Sharkawi, Warren L. J. Fox, Robert T. Miyamoto |
| 2003 | IJCNN | Layered URC fuzzy systems: a novel link between fuzzy systems and neural networks. | Jeffrey J. Weinschenk, Robert J. Marks II, William E. Combs |
| 2002 | CEC | Border identification for power system security assessment using neural network inversion: an overview. | Ikas N. Kassabalidis, Mohamed A. El-Sharkawi, Robert J. Marks II |
| 2002 | ISCAS | Minimum power broadcast trees for wireless networks: optimizing using the viability lemma. | Robert J. Marks II, Arindam Kumar Das, Mohamed A. El-Sharkawi, Payman Arabshahi, Andrew Gray |
| 2002 | ISCAS | Interpolation of discrete periodic nonuniform decimation using alias unraveling. | Robert J. Marks II, S. Narayanan |
| 2002 | ISCAS | Stochastic resonance of a threshold detector: image visualization and explanation. | Robert J. Marks II, Benjamin Thompson, Mohamed A. El-Sharkawi, Warren L. J. Fox, Robert T. Miyamoto |
| 2002 | ISCAS | Block loss recovery in DCT image encoding using POCS. | Jiho Park, Dong-Chul Park, Robert J. Marks II, Mohamed A. El-Sharkawi |
| 1990 | IJCNN | Frequency selective surface design based on iterative inversion of neural networks. | Jenq-Neng Hwang, C. H. Chan, Robert J. Marks II |
| 1990 | IJCNN | Query learning based on boundary search and gradient computation of trained multilayer perceptrons. | Jenq-Neng Hwang, Jai J. Choi, Seho Oh, Robert J. Marks II |
| 1989 | SMC | A performance comparison of trained multilayer perceptrons and trained classification trees. | Les E. Atlas, Jerome T. Connor, Dong-Chul Park, Mohamed A. El-Sharkawi, Robert J. Marks II, Alan F. Lippman, Ronald A. Cole, Yeshwant K. Muthusamy |
| 1986 | ICASSP | Image recognition with inexact processing. | Robert J. Marks II, Les E. Atlas |