Books
Technical Reports
Journals
- Mattiussi, C., Dürr, P., Marbach, D. and Floreano, D. (2011) Beyond Graphs: A New Synthesis. Journal of Computational Science, 2 (2), pp. 165-177. (pdf)
- Marbach D., Prill R.J., Schaffter T., Mattiussi C., Floreano D. and Stolovitzky G. (2010) Revealing strengths and weaknesses of methods for gene network inference. Proceedings of the National Academy of Sciences of the United States of America (PNAS), 107 (14) pp. 6286-6291. (pdf)
- Dürr, P., Karlen, W., Guignard, J., Mattiussi, C. and Floreano, D. (2009) Evolutionary Selection of Features for Neural Sleep/Wake Discrimination. Journal of Artificial Evolution and Applications. Article ID 179680, doi:10.1155/2009/179680. (pdf)
- Marbach, D., Schaffter, T., Mattiussi, C. and Floreano, D. (2009) Generating Realistic in silico Gene Networks for Performance Assessment of Reverse Engineering Methods. Journal of Computational Biology. 16 (2) pp. 229-239. (pdf)
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- Mattiussi, C. (2002) A Reference Discretization Strategy for the Numerical Solution of Physical Field Problems. Advances in Imaging and Electron Physics, 121 pp. 143-279. (pdf)
- Mattiussi, C. (2001) The Geometry of Time-Stepping. Progress in Electromagnetics Research, 32 pp. 123-149. (pdf)
- Mattiussi, C. (2000) The Finite Volume, Finite Difference, and Finite Elements Methods as Numerical Methods for Physical Field Problems. Advances in Imaging and Electron Physics, 113 pp. 1-146. (pdf) (See A Reference Discretization Strategy for the Numerical Solution of Physical Field Problems for an updated version of this paper)
- Mattiussi, C. (1997) An Analysis of Finite Volume, Finite Element, and Finite Difference Methods Using Some Concepts from Algebraic Topology. Journal of Computational Physics, 133 (2) pp. 289-309. (pdf)
Conference Proceedings & Book Chapters
- Dürr,
P., Mattiussi,
C., Soltoggio,
A. and Floreano,
D. (2008) Evolvability of Neuromodulated Learning for Robots.
Proceedings of the 2008 ECSIS Symposium on Learning and Adaptive Behavior in
Robotic Systems, pp. 41-46. (pdf)
- Karlen,
W., Mattiussi,
C. and Floreano,
D. (2008) Improving Actigraph Sleep/Wake Classification with
Cardio-Respiratory Signals. Engineering in Medicine and Biology Society,
2008. EMBS 2008. 30th Annual International Conference of the IEEE, pp. 5262 -
5265. (pdf)
- Soltoggio,
A., Bullinaria,
J.A., Mattiussi,
C., Dürr,
P. and Floreano,
D. (2008) Evolutionary Advantages of Neuromodulated Plasticity in
Dynamic, Reward-based Scenarios. Proceedings of the 11th International
Conference on Artificial Life (Alife XI), pp. 569--576. (pdf)
- Karlen,
W., Mattiussi,
C. and Floreano,
D. (2007) Adaptive Sleep/Wake Classification Based on Cardiorespiratory
Signals for Wearable Devices. Proceedings of the IEEE Biomedical Circuits
and Systems Conference, BioCAS 2007, pp. 203-206. (pdf)
- Marbach,
D., Mattiussi,
C. and Floreano,
D. (2007) Bio-mimetic Evolutionary Reverse Engineering of Genetic
Regulatory Networks. Evolutionary Computation, Machine Learning and Data
Mining in Bioinformatics, Proceedings, 4447 pp. 155-165. (pdf)
- Mattiussi,
C., Dürr,
P. and Floreano,
D. (2007) Center of Mass Encoding: A self-adaptive representation with
adjustable redundancy for real-valued parameters. Proceedings of the Genetic
and Evolutional Computation Conference, GECCO2007, University College, London,
pp. 1304--1311. (pdf)
- Soltoggio,
A., Dürr,
P., Mattiussi,
C. and Floreano,
D. (2007) Evolving Neuromodulatory Topologies for Reinforcement
Learning-like Problems. Proceedings of the 2007 IEEE Congress on
Evolutionary Computation, pp. 2471-2478. (pdf)
- Beyeler,
A., Mattiussi,
C., Zufferey,
J.-C. and Floreano,
D. (2006) Vision-based Altitude and Pitch Estimation for Ultra-light
Indoor Aircraft. IEEE International Conference on Robotics and Automation
(ICRA'06), pp. 2836-2841. (pdf)
- Dürr,
P., Mattiussi,
C. and Floreano,
D. (2006) Neuroevolution with Analog Genetic Encoding. Proceedings of
the 9th Conference on Parallel Problem Solving from Nature (PPSN iX), 9
pp. 671--680. (pdf)
- Mattiussi,
C. and Floreano,
D. (2004) Evolution of Analog Networks using Local String Alignment on
Highly Reorganizable Genomes. Proceedings of the NASA/DoD Conference on
Evolvable Hardware (EH'2004), pp. 30-37. (pdf)
- Mattiussi,
C. and Floreano,
D. (2004) Connecting Transistors and Proteins. Proceedings of the 9th
International Conference on Artificial Life (Alife9), pp. 9-14. (pdf)
- Floreano,
D., Zufferey,
J.-C. and Mattiussi,
C. (2003) Evolving Spiking Neurons from Wheels to Wings. Dynamic
Systems Approach for Embodiment and Sociality, 6 pp. 65-70. (pdf)
- Roggen,
D., Floreano,
D. and Mattiussi,
C. (2003) A Morphogenetic Evolutionary System: Phylogenesis of the POEtic
Circuit. 5th International Conference on Evolvable Systems (ICES'2003),
pp. 153-164. (pdf)
- Floreano,
D. and Mattiussi,
C. (2001) Evolution of Spiking Neural Controllers for Autonomous
Vision-based Robots. in Evolutionary Robotics IV, Berlin :
Springer-Verlag, 2001. (pdf)
- Mattiussi, C. (1998) Edge Elements and Cochain-Based Field
Function Approximation. Proceedings of the 4th International Workshop on
Electric and Magnetic Fields, EMF 1998 (Marseille, France, May 12-15, 1988),
pp. 301-306. (pdf)
PhD Thesis
Patents
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