Eric Mjolsness

Affiliations:
  • University of California, Irvine, USA


According to our database1, Eric Mjolsness authored at least 69 papers between 1988 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2022
Feynman on Artificial Intelligence and Machine Learning, with Updates.
CoRR, 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
Multilevel Artificial Neural Network Training for Spatially Correlated Learning.
SIAM J. Sci. Comput., 2019

Novel diffusion-derived distance measures for graphs.
CoRR, 2019

Structural Commutation Relations for Stochastic Labelled Graph Grammar Rule Operators.
CoRR, 2019

Deep Learning Moment Closure Approximations using Dynamic Boltzmann Distributions.
CoRR, 2019

2018
Prospects for Declarative Mathematical Modeling of Complex Biological Systems.
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
A Hierarchical Exact Accelerated Stochastic Simulation Algorithm
CoRR, 2012

Compositional Stochastic Modeling and Probabilistic Programming
CoRR, 2012

Time-Ordered Product Expansions for Computational Stochastic Systems Biology
CoRR, 2012

2010
Towards Measurable Types for Dynamical Process Modeling Languages.
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

A plausible mechanism for auxin patterning along the developing root.
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
On Cooperative Quasi-Equilibrium Models of transcriptional Regulation.
J. Bioinform. Comput. Biol., 2007

Towards a calculus of biomolecular complexes at equilibrium.
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

Static and dynamic models of biological networks.
Complex., 2006

Stochastic process semantics for dynamical grammars.
Ann. Math. Artif. Intell., 2006

Stochastic Process Semantics for Dynamical Grammar Syntax: An Overview.
Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2006

2005
Sigmoid: A Software Infrastructure for Pathway Bioinformatics and Systems Biology.
IEEE Intell. Syst., 2005

An enzyme mechanism language for the mathematical modeling of metabolic pathways.
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

Tracking Cell Signals in Fluorescent Images.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

2003
Clustering analysis of microarray gene expression data by splitting algorithm.
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

Gene Expression Clustering with Functional Mixture Models.
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

Translation-invariant mixture models for curve clustering.
Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003

2001
Goal-Directed Scientific Exploration Using Multiple Rovers.
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
Fast and Globally Convergent Pose Estimation from Video Images.
IEEE Trans. Pattern Anal. Mach. Intell., 2000

The Synergy of Biology, Intelligent Systems, and Space Exploration.
IEEE Intell. Syst., 2000

1999
Convergence Properties of the Softassign Quadratic Assignment Algorithm.
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

A New Distance Measure for Non-rigid Image Matching.
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

An Integrated System for Multi-Rover Scientific Exploration.
Proceedings of the Sixteenth National Conference on Artificial Intelligence and Eleventh Conference on Innovative Applications of Artificial Intelligence, 1999

1998
New algorithms for 2D and 3D point matching: pose estimation and correspondence.
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
A robust point-matching algorithm for autoradiograph alignment.
Medical Image Anal., 1997

1996
A Lagrangian relaxation network for graph matching.
IEEE Trans. Neural Networks, 1996

Learning with Preknowledge: Clustering with Point and Graph Matching Distance Measures.
Neural Comput., 1996

A Novel Optimizing Network Architecture with Applications.
Neural Comput., 1996

A Robust Point Matching Algorithm for Autoradiograph Alignment.
Proceedings of the Visualization in Biomedical Computing, 4th International Conference, 1996

A Convergence Proof for the Softassign Quadratic Assignment Algorithm.
Proceedings of the Advances in Neural Information Processing Systems 9, 1996

1995
A Mulitscale Attentional Framework for Relaxation Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 8, 1995

Modeling the Connection Between Development and Evolution: Preliminary Report.
Proceedings of the Evolution and Biocomputation, Computational Models of Evolution, 1995

1994
Optimization Dynamics for Partitioned Neural Networks.
Int. J. Neural Syst., 1994

1993
Animation of plant development.
Proceedings of the 20th Annual Conference on Computer Graphics and Interactive Techniques, 1993

Two-Dimensional Object Localization by Coarse-to-Fine Correlation Matching.
Proceedings of the Advances in Neural Information Processing Systems 6, 1993

Clustering with a Domain-Specific Distance Measure.
Proceedings of the Advances in Neural Information Processing Systems 6, 1993

1991
Multiscale optimization in neural nets.
IEEE Trans. Neural Networks, 1991

Visual Grammars and Their Neural Nets.
Proceedings of the Advances in Neural Information Processing Systems 4, 1991

1990
Algebraic transformations of objective functions.
Neural Networks, 1990

A Lagrangian Approach to Fixed Points.
Proceedings of the Advances in Neural Information Processing Systems 3, 1990

Multiscale optimization in neural nets: preliminary report.
Proceedings of the IJCNN 1990, 1990

1989
Optimization in Model Matching and Perceptual Organization.
Neural Comput., 1989

1988
Neural network for model based recognition: Simulation results.
Neural Networks, 1988

Neural Networks for Model Matching and Perceptual Organization.
Proceedings of the Advances in Neural Information Processing Systems 1, 1988


  Loading...