Computational Biology and Machine Learning

Publications



Research Areas (all - type sorted, all - area sorted)Publication Type
BNBiological and Complex Networks   BSBiostatistics
CBComputational Biology   CNComputational Neuroscience
ITInformation Theory   MLMachine Learning
MCMC Methods   CIComputational Intelligence
JJournal Article
CConference Article
BBook
BEBook (Ed.)
BCBook Chapter
PEProceedings (Ed.)
PAProceedings (Ass. Ed.)
TThesis
TRTechnical Report
Selected Publications in: BN CB CN IT ML MC CI

2007
PA   1. Hamid Arabnia and Mary Qu Yang and Jack Y. Yang (Editors)
Proceedings of the 2007 International Conference on Artificial Intelligence (ICAI'07)
Frank Emmert-Streib (Associate Editor), CSREA Press.
            ML MC CI

PA   2. Hamid Arabnia and Mary Qu Yang and Jack Y. Yang (Editors)
Proceedings of the 2007 International Conference on Scientific Computing (CSC'07)
Frank Emmert-Streib (Associate Editor), CSREA Press.
            ML MC CI

C   3. Frank Emmert-Streib and Matthias Dehmer
Global Information Processing in Gene Networks: Fault Tolerance
Workshop on Computing and Communications from Biological Systems: Theory and Applications (CCBS), accepted.
         IT ML MC   

J   4. Frank Emmert-Streib and Matthias Dehmer
Nonlinear Time Series Prediction based on a Power-Law Noise Model
International Journal of Modern Physics C, 18(12), 1839-1852.
            ML MC CI

C   5. Frank Emmert-Streib and Matthias Dehmer
Optimization Procedure for Predicting Nonlinear Time Series based on a non-Gaussian Noise Model
MICAI 2007: Advances in Artificial Intelligence, Lecture Notes in Computes Science (LNCS), 540-549.
            ML MC CI

2005
J   6. Frank Emmert-Streib
Stochastic Sznajd Model in Open Community
International Journal of Modern Physics C, 16(11), 1693-1700.
               MC   

C   7. Frank Emmert-Streib
A neurobiologically motivated model for self-organized learning
MICAI 2005: Advances in Artificial Intelligence, Lecture Notes in Computes Science (LNCS), Lecture Notes in Artificial Intelligence, Alexander Gelbukh and Hugo Terashima (Eds.), Springer, 3789, 415-424.
   CB CN    ML MC   

C   8. Frank Emmert-Streib
Self-Reinforcement Learning: A neurobiologically motivated Model
Annual Conference on Artificial & Computational Intelligence for Decision, Control and Automation in Engineering and Industrial Applications - International Conference on Machine Intelligence (ACIDCA-ICMI), 335-342.
   CB CN    ML MC   

C   9. Frank Emmert-Streib and Matthias Dehmer and Gökhan H. Bakir and M. Mühlhäuser
Influence of Noise on the Inference of Dynamic Bayesian Networks from Short Time Series
VIII. International Conference on Enformatika, Systems Sciences and Engineering, 10, 70-74.
BN CB       ML MC   

C   10. Frank Emmert-Streib and Matthias Dehmer
First Studies of the Influence of Single Gene Perturbations on the Inference of Genetic Networks
VIII. International Conference on Enformatika, Systems Sciences and Engineering, Krakow, 10, 65-69.
BN CB       ML MC   

2004
B   11. Frank Emmert-Streib
Aktive Computation in offenen Systemen. Lerndynamiken in biologischen Systemen: Vom Netzwerk zum Organismus
Mensch & Buch Verlag, Berlin.
BN CB CN    ML MC CI

2003
T   12. Frank Emmert-Streib
Aktive Computation in offenen Systemen. Lerndynamiken in biologischen Systemen: Vom Netzwerk zum Organismus
Ph.D. Thesis - Theoretical Physics, Universität Bremen (Germany).
BN CB CN    ML MC CI

1999
C   13. J. Michael Herrmann and Frank Emmert-Streib and Klaus Pawelzik
Autonomous robots and neuroethology: Emergence of behavior from a sense of curiosity
Experiments with the Mini-Robot Khepera, Proceedings of the 1st Int. Khepera Workshop, U. Rüückert A. Löffler, F. Mondada (Eds.), HNI-Verlagsschriftenreihe, 64, 89-98.
   CB CN    ML MC   

1998
T   14. Frank Emmert-Streib
Quantenmechanik eines nicht abgeschlossenen Zwei-Niveau-Systems
Diploma Thesis - Theoretical Physics, Universität Siegen (Germany).
               MC   

Frank Emmert-Streib

Last modified: July 25 2007