| 2013 | ACSSC | Statistical validation of parametric approximations to the master equation. | W. Garrett Jenkinson, John Goutsias |
| 2011 | ACSSC | Dynamics on networks: Chemical reactions as a unifying framework. | W. Garrett Jenkinson, John Goutsias |
| 2010 | BIBE | On Constructing Thermodynamically Consistent Parametrizations of Kinetic Models. | W. Garrett Jenkinson, John Goutsias |
| 2000 | ICIP | A Morphological Estimator for Clique Potentials of Binary Markov Random Fields. | Krishnamoorthy Sivakumar, John Goutsias |
| 2000 | ISMM | Multiresolution Connectivity: An Axiomatic Approach. | Ulisses M. Braga-Neto, John Goutsias |
| 2000 | ISMM | Morphological Pyramids and Wavelets Based on the Quincunx Lattice. | Henk J. A. M. Heijmans, John Goutsias |
| 1998 | ICIP | Statistical Inference for a Stochastic Multiresolution Image Decomposition Scheme. | Ashish Banerji, John Goutsias |
| 1998 | ICIP | An Axiomatic Approach to Multiresolution Signal Decomposition. | John Goutsias, Henk J. A. M. Heijmans |
| 1998 | ICIP | Map Estimation of a Class of Morphologically Constrained Gibbs Random Fields. | Krishnamoorthy Sivakumar, John Goutsias |
| 1997 | ICIP | Morphologically Constrained Gibbs Random Fields. | Krishnamoorthy Sivakumar, John Goutsias |
| 1996 | ISMM | Morphological Sampling of Random Closed Sets. | Krishnamoorthy Sivakumar, John Goutsias |
| 1995 | ICIP | On the morphological analysis of binary random fields. | Krishnamoorthy Sivakumar, John Goutsias |
| 1994 | ICIP | Stochastic Pyramids for Multiscale Signal Synthesis and Analysis. | John Goutsias |
| 1994 | ISMM | Monte Carlo Estimation of Morphological Granulometric Discrete Size Distributions. | Krishnamoorthy Sivakumar, John Goutsias |
| 1993 | ICASSP | An analysis of Monte Carlo methods for likelihood estimation of Gibbsian images. | Gerasimos Potamianos, John Goutsias |
| 1991 | ICASSP | A novel method for computing the partition function of Markov random field images using Monte Carlo simulations. | Gerasimos Potamianos, John Goutsias |
| 1990 | ICASSP | Unilateral approximation of Gibbs random field images. | John Goutsias |
| 1990 | ICASSP | Robust morphological representation of binary images. | Dan Schonfeld, John Goutsias |
| 1988 | CVPR | A comparative study of two useful discrete-valued random fields for the statistical modeling of images. | John Goutsias |
| 1988 | ICASSP | Mutually compatible Gibbs images: properties, simulation and identification. | John Goutsias |
| 1987 | ICASSP | Semi-Markov random field models for image segmentation. | John Goutsias, Jerry M. Mendel |
| 1985 | ICASSP | A fast maximum-likelihood estimation and detection algorithm for Bernoulli-Gaussian processes. | Chong-Yung Chi, John Goutsias, Jerry M. Mendel |