Eric Mjolsness
Affiliations:- University of California, Irvine, USA
According to our database1,
Eric Mjolsness
authored at least 69 papers
between 1988 and 2022.
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Bibliography
2022
2021
Graph prolongation convolutional networks: explicitly multiscale machine learning on graphs with applications to modeling of cytoskeleton.
Mach. Learn. Sci. Technol., 2021
Physics-based machine learning for modeling stochastic IP3-dependent calcium dynamics.
CoRR, 2021
Diff2Dist: Learning Spectrally Distinct Edge Functions, with Applications to Cell Morphology Analysis.
CoRR, 2021
2020
Graph Prolongation Convolutional Networks: Explicitly Multiscale Machine Learning on Graphs, with Applications to Modeling of Biological Systems.
CoRR, 2020
2019
SIAM J. Sci. Comput., 2019
Structural Commutation Relations for Stochastic Labelled Graph Grammar Rule Operators.
CoRR, 2019
CoRR, 2019
2018
CoRR, 2018
2016
Pycellerator: an arrow-based reaction-like modelling language for biological simulations.
Bioinform., 2016
2013
Quantitative Symbolic Process Models: How a Fair Fraction of Intelligence Could Be Abstracted in AI Research.
Proceedings of the 2013 AAAI Fall Symposia, Arlington, Virginia, USA, November 15-17, 2013, 2013
2012
CoRR, 2012
2010
Proceedings of the 26th Conference on the Mathematical Foundations of Programming Semantics, 2010
Parameter inference for discretely observed stochastic kinetic models using stochastic gradient descent.
BMC Syst. Biol., 2010
BMC Syst. Biol., 2010
Toward the Inference of Stochastic Biochemical Network and Parameterized Grammar Models.
Proceedings of the Learning and Inference in Computational Systems Biology., 2010
2007
J. Bioinform. Comput. Biol., 2007
Briefings Bioinform., 2007
From Published Expression and Phenotype Data to Structured Knowledge: The Arabidopsis Gene Net Supplementary Database and Its Applications.
Proceedings of the Knowledge Processing and Data Analysis - First International Conference, 2007
2006
Connectivity in the Yeast Cell Cycle Transcription Network: Inferences from Neural Networks.
PLoS Comput. Biol., 2006
Towards learned traversability for robot navigation: From underfoot to the far field.
J. Field Robotics, 2006
Application of a Generalized Mwc Model for the Mathematical Simulation of Metabolic Pathways Regulated by Allosteric Enzymes.
J. Bioinform. Comput. Biol., 2006
Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2006
2005
IEEE Intell. Syst., 2005
Bioinform., 2005
Modeling the organization of the WUSCHEL expression domain in the shoot apical meristem.
Proceedings of the Proceedings Thirteenth International Conference on Intelligent Systems for Molecular Biology 2005, 2005
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005
2003
J. Parallel Distributed Comput., 2003
Cellerator: extending a computer algebra system to include biochemical arrows for signal transduction simulations.
Bioinform., 2003
The systems biology markup language (SBML): a medium for representation and exchange of biochemical network models.
Bioinform., 2003
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003
Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003
2001
Proceedings of the Fourteenth International Florida Artificial Intelligence Research Society Conference, 2001
A Relationship between Spline-Based Deformable Models and Weighted Graphs in Non-Rigid Matching.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001
2000
IEEE Trans. Pattern Anal. Mach. Intell., 2000
IEEE Intell. Syst., 2000
1999
Neural Comput., 1999
From Coexpression to Coregulation: An Approach to Inferring Transcriptional Regulation among Gene Classes from Large-Scale Expression Data.
Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 1999
Morphogenesis in Plants: Modeling the Shoot Apical Meristem, and Possible Applications.
Proceedings of the 1st NASA / DoD Workshop on Evolvable Hardware (EH '99), 1999
Proceedings of the Sixteenth National Conference on Artificial Intelligence and Eleventh Conference on Innovative Applications of Artificial Intelligence, 1999
1998
Pattern Recognit., 1998
A Langrangian Formulation of Neural Networks, part II: Clocked Objective Functions and Applications.
Neural Parallel Sci. Comput., 1998
A Langrangian Formulation of Neural Networks, part I: Theory and Analog Dynamics.
Neural Parallel Sci. Comput., 1998
1997
Medical Image Anal., 1997
1996
IEEE Trans. Neural Networks, 1996
Learning with Preknowledge: Clustering with Point and Graph Matching Distance Measures.
Neural Comput., 1996
Proceedings of the Visualization in Biomedical Computing, 4th International Conference, 1996
Proceedings of the Advances in Neural Information Processing Systems 9, 1996
1995
Proceedings of the Advances in Neural Information Processing Systems 8, 1995
Proceedings of the Evolution and Biocomputation, Computational Models of Evolution, 1995
1994
1993
Proceedings of the 20th Annual Conference on Computer Graphics and Interactive Techniques, 1993
Proceedings of the Advances in Neural Information Processing Systems 6, 1993
Proceedings of the Advances in Neural Information Processing Systems 6, 1993
1991
Proceedings of the Advances in Neural Information Processing Systems 4, 1991
1990
Proceedings of the Advances in Neural Information Processing Systems 3, 1990
Proceedings of the IJCNN 1990, 1990
1989
1988
Neural Networks, 1988
Proceedings of the Advances in Neural Information Processing Systems 1, 1988