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5685 Publications
2012 | Journal Article | LibreCat-ID: 16087
Preference-based reinforcement learning: A formal framework and a policy iteration algorithm
J. Fürnkranz, E. Hüllermeier, W. Cheng, S.H. Park, Machine Learning 89 (2012) 123–156.
LibreCat
J. Fürnkranz, E. Hüllermeier, W. Cheng, S.H. Park, Machine Learning 89 (2012) 123–156.
2012 | Journal Article | LibreCat-ID: 16088
On label dependence and loss minimization in multi-label classification
K. Dembczynski, W. Waegeman, W. Cheng, E. Hüllermeier, Machine Learning 88 (2012) 5–45.
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K. Dembczynski, W. Waegeman, W. Cheng, E. Hüllermeier, Machine Learning 88 (2012) 5–45.
2012 | Journal Article | LibreCat-ID: 16089
IBL Streams: A system for instance-based classification and regression on data streams
A. Shaker, E. Hüllermeier, Evolving Systems 3 (2012) 235–249.
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A. Shaker, E. Hüllermeier, Evolving Systems 3 (2012) 235–249.
2012 | Journal Article | LibreCat-ID: 16090
A formal and empirical analysis of the fuzzy gamma rank correlation coefficient
M. Dolorez Ruiz, E. Hüllermeier, Information Sciences 206 (2012) 1–17.
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M. Dolorez Ruiz, E. Hüllermeier, Information Sciences 206 (2012) 1–17.
2012 | Journal Article | LibreCat-ID: 16091
Preference learning using the Choquet integral: The case of multipartite ranking
A. Fallah Tehrani, W. Cheng, E. Hüllermeier, IEEE Transactions on Fuzzy Systems 20 (2012) 1102–1113.
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A. Fallah Tehrani, W. Cheng, E. Hüllermeier, IEEE Transactions on Fuzzy Systems 20 (2012) 1102–1113.
2012 | Journal Article | LibreCat-ID: 16092
Fingerprint kernels for protein structure comparison
T. Fober, M. Mernberger, G. Klebe, E. Hüllermeier, Molecular Informatics 31 (2012) 443–452.
LibreCat
T. Fober, M. Mernberger, G. Klebe, E. Hüllermeier, Molecular Informatics 31 (2012) 443–452.
2012 | Journal Article | LibreCat-ID: 16093
Comparing fuzzy partitions: A generalization of the Rand index and related measures
E. Hüllermeier, M. Rifqi, S. Henzgen, R. Senge, IEEE Transactions on Fuzzy Systems 20 (2012) 546–556.
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E. Hüllermeier, M. Rifqi, S. Henzgen, R. Senge, IEEE Transactions on Fuzzy Systems 20 (2012) 546–556.
2012 | Journal Article | LibreCat-ID: 16094
Fuzzy Pattern Trees: Ein alternativer Ansatz zur Fuzzy-Modellierung
R. Senge, T. Fober, N. Nasiri, E. Hüllermeier, At-Atomatisierungstechnik 60 (2012) 622–629.
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R. Senge, T. Fober, N. Nasiri, E. Hüllermeier, At-Atomatisierungstechnik 60 (2012) 622–629.
2012 | Conference Paper | LibreCat-ID: 16408
Asynchronous Occlusion Culling on Heterogeneous PC Clusters for Distributed 3D Scenes
T. Suess, C. Koch, C. Jähn, M. Fischer, F. Meyer auf der Heide, in: Advances in Visual Computing, Berlin, Heidelberg, 2012, pp. 502–512.
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| DOI
T. Suess, C. Koch, C. Jähn, M. Fischer, F. Meyer auf der Heide, in: Advances in Visual Computing, Berlin, Heidelberg, 2012, pp. 502–512.
2012 | Conference Paper | LibreCat-ID: 13120
Label ranking with partial abstention based on thresholded probalistic models
W. Cheng, E. Hüllermeier, W. Waegeman, V. Welker, in: In Proceedings NIPS-2012, 26th Annual Conference on Neural Information Processing Systems, Lake Tahoe, Nevada, USA, 2012.
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W. Cheng, E. Hüllermeier, W. Waegeman, V. Welker, in: In Proceedings NIPS-2012, 26th Annual Conference on Neural Information Processing Systems, Lake Tahoe, Nevada, USA, 2012.
2012 | Conference Paper | LibreCat-ID: 13191
Probability estimation for mulit-class classification based on label ranking
W. Cheng, E. Hüllermeier, in: Proceedings ECML/PKDD-2012, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Bristol, UK, 2012.
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W. Cheng, E. Hüllermeier, in: Proceedings ECML/PKDD-2012, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Bristol, UK, 2012.
2012 | Conference Paper | LibreCat-ID: 13192
Consistent multilabel ranking through univariate loss minimization
K. Dembczynski, W. Kotlowski, E. Hüllermeier, in: J. Langford, J. Pineau (Eds.), In Proceedings ICML-2012, International Conference on Machine Learning, Edinburgh, Scotland, 2012.
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K. Dembczynski, W. Kotlowski, E. Hüllermeier, in: J. Langford, J. Pineau (Eds.), In Proceedings ICML-2012, International Conference on Machine Learning, Edinburgh, Scotland, 2012.
2012 | Conference Paper | LibreCat-ID: 13193
An analysis of chaining in multi-label classification
K. Dembczynski, W. Waegeman, E. Hüllermeier, in: In Proceedings ECAI-2012, 20th European Conference on Artificial Inteligence, Montpellier, France , IOS Press, 2012, pp. 294–299.
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K. Dembczynski, W. Waegeman, E. Hüllermeier, in: In Proceedings ECAI-2012, 20th European Conference on Artificial Inteligence, Montpellier, France , IOS Press, 2012, pp. 294–299.
2012 | Misc | LibreCat-ID: 13462
An outlook for self-awareness in computing systems
P. Lewis, M. Platzner, X. Yao, An Outlook for Self-Awareness in Computing Systems, Awareness Magazine, 2012.
LibreCat
P. Lewis, M. Platzner, X. Yao, An Outlook for Self-Awareness in Computing Systems, Awareness Magazine, 2012.
2012 | Book Chapter | LibreCat-ID: 10153
Fuzzy rules in data mining: From fuzzy associations to gradual dependencies
E. Hüllermeier, in: E. Trillas, P.P. Bonissone, L. Magdalena, J. Kacprzyk (Eds.), Combining Experimentation and Theory, Springer, 2012, pp. 123–135.
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E. Hüllermeier, in: E. Trillas, P.P. Bonissone, L. Magdalena, J. Kacprzyk (Eds.), Combining Experimentation and Theory, Springer, 2012, pp. 123–135.
2012 | Book Chapter | LibreCat-ID: 26695
Extending UML for Electronic Systems Design: A Code Generation Perspective
Y. Vanderperren, W. Müller, D. He, F. Mischkalla, W. Dahaene, in: G. Nicolescu, I. O’Connor, C. Piguet (Eds.), Design Technology for Heterogeneous Embedded Systems, 1st Edition. Auflage, Springer Verlag, 2012, pp. 13–39.
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Y. Vanderperren, W. Müller, D. He, F. Mischkalla, W. Dahaene, in: G. Nicolescu, I. O’Connor, C. Piguet (Eds.), Design Technology for Heterogeneous Embedded Systems, 1st Edition. Auflage, Springer Verlag, 2012, pp. 13–39.
2012 | Conference Paper | LibreCat-ID: 36922
An Approach for Self-Reconfiguring and Fault-Tolerant Distributed Real-Time Systems
K. Klobedanz, W. Müller, A. Rettberg, in: IEEE, Shenzhen, China , 2012.
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| DOI
K. Klobedanz, W. Müller, A. Rettberg, in: IEEE, Shenzhen, China , 2012.
2012 | Conference Paper | LibreCat-ID: 36921
Towards an Enhanced UVM for SystemC
M.F. Oliveira, C. Kuznik, W. Müller, V. Esen, W. Ecker, in: Proceedings of the Design & Verification Conference (DVCon), San Jose, 2012.
LibreCat
M.F. Oliveira, C. Kuznik, W. Müller, V. Esen, W. Ecker, in: Proceedings of the Design & Verification Conference (DVCon), San Jose, 2012.
2012 | Conference Paper | LibreCat-ID: 36994
Mutation-Analysis Driven Functional Verification of a Soft Microprocessor
T. Xie, W. Müller, F. Letombe, in: Proceedings of SOCC2012, IEEE, Niagara Falls, NY, USA , 2012.
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| DOI
T. Xie, W. Müller, F. Letombe, in: Proceedings of SOCC2012, IEEE, Niagara Falls, NY, USA , 2012.
2012 | Conference Paper | LibreCat-ID: 36997
An IP-XACT-TO-SystemC Model Generator for Mutation Analysis
T. Xie, W. Müller, in: Proceedings of the MeCoES’12, Tampere, Finnland, 2012.
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T. Xie, W. Müller, in: Proceedings of the MeCoES’12, Tampere, Finnland, 2012.
2012 | Conference Paper | LibreCat-ID: 8169 | 
Hardness of Approximation for Quantum Problems
S. Gharibian, J. Kempe, in: A. Czumaj, K. Mehlhorn, A. Pitts, R. Wattenhofer (Eds.), International Colloquium on Automata, Languages, and Programming (ICALP 2012), Springer Berlin Heidelberg, Berlin, Heidelberg, 2012, pp. 387–398.
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| arXiv
S. Gharibian, J. Kempe, in: A. Czumaj, K. Mehlhorn, A. Pitts, R. Wattenhofer (Eds.), International Colloquium on Automata, Languages, and Programming (ICALP 2012), Springer Berlin Heidelberg, Berlin, Heidelberg, 2012, pp. 387–398.
2012 | Journal Article | LibreCat-ID: 8175 |
Approximation Algorithms for QMA-Complete Problems
S. Gharibian, J. Kempe, SIAM Journal on Computing 41 (2012) 1028–1050.
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| DOI
| Download (ext.)
| arXiv
S. Gharibian, J. Kempe, SIAM Journal on Computing 41 (2012) 1028–1050.
2012 | Journal Article | LibreCat-ID: 8174 |
Quantifying nonclassicality with local unitary operations
S. Gharibian, Physical Review A 86 (2012) 042106.
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| DOI
| Download (ext.)
| arXiv
S. Gharibian, Physical Review A 86 (2012) 042106.
2012 | Conference Paper | LibreCat-ID: 2106
Convey Vector Personalities – FPGA Acceleration with an OpenMP-like Effort?
B. Meyer, J. Schumacher, C. Plessl, J. Förstner, in: Proc. Int. Conf. on Field Programmable Logic and Applications (FPL), IEEE, 2012, pp. 189–196.
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| Files available
| DOI
B. Meyer, J. Schumacher, C. Plessl, J. Förstner, in: Proc. Int. Conf. on Field Programmable Logic and Applications (FPL), IEEE, 2012, pp. 189–196.
2012 | Journal Article | LibreCat-ID: 2108
IMORC: An Infrastructure and Architecture Template for Implementing High-Performance Reconfigurable FPGA Accelerators
T. Schumacher, C. Plessl, M. Platzner, Microprocessors and Microsystems 36 (2012) 110–126.
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| DOI
T. Schumacher, C. Plessl, M. Platzner, Microprocessors and Microsystems 36 (2012) 110–126.
2012 | Conference Paper | LibreCat-ID: 615
Eight Ways to put your FPGA on Fire – A Systematic Study of Heat Generators
M. Happe, H. Hangmann, A. Agne, C. Plessl, in: Proceedings of the International Conference on Reconfigurable Computing and FPGAs (ReConFig), IEEE, 2012, pp. 1–8.
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| Files available
| DOI
M. Happe, H. Hangmann, A. Agne, C. Plessl, in: Proceedings of the International Conference on Reconfigurable Computing and FPGAs (ReConFig), IEEE, 2012, pp. 1–8.
2012 | Conference Paper | LibreCat-ID: 591
Pragma based parallelization - Trading hardware efficiency for ease of use?
T. Kenter, C. Plessl, H. Schmitz, in: Proceedings of the International Conference on ReConFigurable Computing and FPGAs (ReConFig), IEEE, 2012, pp. 1–8.
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| Files available
| DOI
T. Kenter, C. Plessl, H. Schmitz, in: Proceedings of the International Conference on ReConFigurable Computing and FPGAs (ReConFig), IEEE, 2012, pp. 1–8.
2012 | Conference Paper | LibreCat-ID: 609
Hardware/Software Platform for Self-aware Compute Nodes
M. Happe, A. Agne, C. Plessl, M. Platzner, in: Proceedings of the Workshop on Self-Awareness in Reconfigurable Computing Systems (SRCS), 2012, pp. 8–9.
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| Files available
M. Happe, A. Agne, C. Plessl, M. Platzner, in: Proceedings of the Workshop on Self-Awareness in Reconfigurable Computing Systems (SRCS), 2012, pp. 8–9.
2012 | Conference Paper | LibreCat-ID: 567
Turning control flow graphs into function calls: Code generation for heterogeneous architectures
P. Barrio, C. Carreras, R. Sierra, T. Kenter, C. Plessl, in: Proceedings of the International Conference on High Performance Computing and Simulation (HPCS), IEEE, 2012, pp. 559–565.
LibreCat
| Files available
| DOI
P. Barrio, C. Carreras, R. Sierra, T. Kenter, C. Plessl, in: Proceedings of the International Conference on High Performance Computing and Simulation (HPCS), IEEE, 2012, pp. 559–565.
2012 | Conference Paper | LibreCat-ID: 612
Exploration of Ring Oscillator Design Space for Temperature Measurements on FPGAs
C. Rüthing, M. Happe, A. Agne, C. Plessl, in: Proceedings of the International Conference on Field Programmable Logic and Applications (FPL), IEEE, 2012, pp. 559–562.
LibreCat
| Files available
| DOI
C. Rüthing, M. Happe, A. Agne, C. Plessl, in: Proceedings of the International Conference on Field Programmable Logic and Applications (FPL), IEEE, 2012, pp. 559–562.
2012 | Conference Paper | LibreCat-ID: 2180
Programming and Scheduling Model for Supporting Heterogeneous Accelerators in Linux
T. Beisel, T. Wiersema, C. Plessl, A. Brinkmann, in: Proc. Workshop on Computer Architecture and Operating System Co-Design (CAOS), 2012.
LibreCat
T. Beisel, T. Wiersema, C. Plessl, A. Brinkmann, in: Proc. Workshop on Computer Architecture and Operating System Co-Design (CAOS), 2012.
2012 | Journal Article | LibreCat-ID: 2177
On the Feasibility and Limitations of Just-In-Time Instruction Set Extension for FPGA-based Reconfigurable Processors
M. Grad, C. Plessl, Int. Journal of Reconfigurable Computing (IJRC) (2012).
LibreCat
| DOI
M. Grad, C. Plessl, Int. Journal of Reconfigurable Computing (IJRC) (2012).
2012 | Conference Paper | LibreCat-ID: 46397
On the Properties of the R2 Indicator
D. Brockhoff, T. Wagner, H. Trautmann, in: Proceedings of the 14th Annual Conference on Genetic and Evolutionary Computation, Association for Computing Machinery, New York, NY, USA, 2012, pp. 465–472.
LibreCat
| DOI
D. Brockhoff, T. Wagner, H. Trautmann, in: Proceedings of the 14th Annual Conference on Genetic and Evolutionary Computation, Association for Computing Machinery, New York, NY, USA, 2012, pp. 465–472.
2012 | Conference Paper | LibreCat-ID: 46396
Algorithm Selection Based on Exploratory Landscape Analysis and Cost-Sensitive Learning
B. Bischl, O. Mersmann, H. Trautmann, M. Preuß, in: Proceedings of the 14th Annual Conference on Genetic and Evolutionary Computation, Association for Computing Machinery, New York, NY, USA, 2012, pp. 313–320.
LibreCat
| DOI
B. Bischl, O. Mersmann, H. Trautmann, M. Preuß, in: Proceedings of the 14th Annual Conference on Genetic and Evolutionary Computation, Association for Computing Machinery, New York, NY, USA, 2012, pp. 313–320.
2012 | Conference Paper | LibreCat-ID: 46398
Local Search and the Traveling Salesman Problem: A Feature-Based Characterization of Problem Hardness
O. Mersmann, B. Bischl, J. Bossek, H. Trautmann, M. Wagner, F. Neumann, in: Y. Hamadi, M. Schoenauer (Eds.), Learning and Intelligent Optimization, Springer Berlin Heidelberg, Berlin, Heidelberg, 2012, pp. 115–129.
LibreCat
| DOI
O. Mersmann, B. Bischl, J. Bossek, H. Trautmann, M. Wagner, F. Neumann, in: Y. Hamadi, M. Schoenauer (Eds.), Learning and Intelligent Optimization, Springer Berlin Heidelberg, Berlin, Heidelberg, 2012, pp. 115–129.
2012 | Journal Article | LibreCat-ID: 46399
Resampling Methods in Model Validation
B. Bischl, O. Mersmann, H. Trautmann, C. Weihs, Evolutionary Computation Journal 20 (2012) 249–275.
LibreCat
| DOI
B. Bischl, O. Mersmann, H. Trautmann, C. Weihs, Evolutionary Computation Journal 20 (2012) 249–275.
2012 | Journal Article | LibreCat-ID: 46400
Homogene Approximation der Paretofront bei mehrkriteriellen Kontrollproblemen
G. Rudolph, H. Trautmann, O. Schütze, At-Automatisierungstechnik 60 (2012) 610–621.
LibreCat
| DOI
G. Rudolph, H. Trautmann, O. Schütze, At-Automatisierungstechnik 60 (2012) 610–621.
2012 | Conference Paper | LibreCat-ID: 48890
Local Search and the Traveling Salesman Problem: A Feature-Based Characterization of Problem Hardness
O. Mersmann, B. Bischl, J. Bossek, H. Trautmann, M. Wagner, F. Neumann, in: Revised Selected Papers of the 6th International Conference on Learning and Intelligent Optimization - Volume 7219, Springer-Verlag, Berlin, Heidelberg, 2012, pp. 115–129.
LibreCat
O. Mersmann, B. Bischl, J. Bossek, H. Trautmann, M. Wagner, F. Neumann, in: Revised Selected Papers of the 6th International Conference on Learning and Intelligent Optimization - Volume 7219, Springer-Verlag, Berlin, Heidelberg, 2012, pp. 115–129.
2012 | Book Chapter | LibreCat-ID: 48888
Local Search and the Traveling Salesman Problem: A Feature-Based Characterization of Problem Hardness
O. Mersmann, B. Bischl, J. Bossek, H. Trautmann, M. Wagner, F. Neumann, in: Learning and Intelligent Optimization, Springer Berlin Heidelberg, Berlin, Heidelberg, 2012, pp. 115–129.
LibreCat
| DOI
O. Mersmann, B. Bischl, J. Bossek, H. Trautmann, M. Wagner, F. Neumann, in: Learning and Intelligent Optimization, Springer Berlin Heidelberg, Berlin, Heidelberg, 2012, pp. 115–129.
2012 | Journal Article | LibreCat-ID: 26038
SYSTEMC UVM VERIFICATION COMPONENTS
C. Kuznik, M.F. Oliveira, W. Müller, Design, Automation and Test in Europe DATE (2012).
LibreCat
C. Kuznik, M.F. Oliveira, W. Müller, Design, Automation and Test in Europe DATE (2012).
2011 | Dissertation | LibreCat-ID: 19619
Dynamic Load Balancing in Peer-to-Peer Networks
M. Korzeniowski, Dynamic Load Balancing in Peer-to-Peer Networks, Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2011.
LibreCat
| Files available
M. Korzeniowski, Dynamic Load Balancing in Peer-to-Peer Networks, Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2011.
2011 | Journal Article | LibreCat-ID: 19677
Stackelberg Network Pricing Games
P. Briest, P. Krysta, M. Hoefer, Algorithmica 62 (2011) 733–753.
LibreCat
| DOI
P. Briest, P. Krysta, M. Hoefer, Algorithmica 62 (2011) 733–753.
2011 | Conference Paper | LibreCat-ID: 19845
PADrend: Platform for Algorithm Development and Rendering
C. Jähn, R. Petring, B. Eikel, in: Augmented & Virtual Reality in Der Produktentstehung, Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2011, pp. 159--170.
LibreCat
C. Jähn, R. Petring, B. Eikel, in: Augmented & Virtual Reality in Der Produktentstehung, Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2011, pp. 159--170.
2011 | Conference Paper | LibreCat-ID: 20180
Coupled inverted pendulums: A benchmark for evolving decentral controllers in modular robotics
H. Hamann, T. Schmickl, K. Crailsheim, N. Krasnogor, P. Luca Lanzi, in: Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, GECCO 2011, 2011, pp. 195--202.
LibreCat
| DOI
H. Hamann, T. Schmickl, K. Crailsheim, N. Krasnogor, P. Luca Lanzi, in: Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, GECCO 2011, 2011, pp. 195--202.
2011 | Conference Paper | LibreCat-ID: 20181
Thermodynamics of Emergence: Langton's Ant Meets Boltzmann
H. Hamann, T. Schmickl, K. Crailsheim, in: IEEE Symposium on Artificial Life (IEEE ALIFE 2011), 2011, pp. 62--69.
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H. Hamann, T. Schmickl, K. Crailsheim, in: IEEE Symposium on Artificial Life (IEEE ALIFE 2011), 2011, pp. 62--69.
2011 | Conference Paper | LibreCat-ID: 20183
Evolving for Creativity: Maximizing Complexity in a Self-organized Multi-particle System
H. Hamann, T. Schmickl, K. Crailsheim, in: 10th European Conference on Artificial Life (ECAL’09), 2011, pp. 442--449.
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| DOI
H. Hamann, T. Schmickl, K. Crailsheim, in: 10th European Conference on Artificial Life (ECAL’09), 2011, pp. 442--449.
2011 | Conference Paper | LibreCat-ID: 20184
Robotic Organisms: Artificial Homeostatic Hormone System and Virtual Embryogenesis as Examples for Adaptive Reaction-Diffusion Controllers
H. Hamann, T. Schmickl, J. Stradner, K. Crailsheim, R. Thenius, R. Fitch, in: Robotic Organisms: Artificial Homeostatic Hormone System and Virtual Embryogenesis as Examples, 2011.
LibreCat
H. Hamann, T. Schmickl, J. Stradner, K. Crailsheim, R. Thenius, R. Fitch, in: Robotic Organisms: Artificial Homeostatic Hormone System and Virtual Embryogenesis as Examples, 2011.
2011 | Book Chapter | LibreCat-ID: 20193
{BEECLUST}: {A} Swarm Algorithm Derived from Honeybees
H. Hamann, T. Schmickl, in: Y. Xiao (Ed.), Bio-Inspired Computing and Communication Networks, CRC Press, Boca Raton, FL, USA, 2011.
LibreCat
H. Hamann, T. Schmickl, in: Y. Xiao (Ed.), Bio-Inspired Computing and Communication Networks, CRC Press, Boca Raton, FL, USA, 2011.
2011 | Conference Paper | LibreCat-ID: 20194
Evolving a novel bio-inspired controller in reconfigurable robots
H. Hamann, I. Karsai, T. Schmickl, J. Stradner, K. Crailsheim, R. Thenius, G. Kampis, E. Szathmary, in: Advances in Artificial Life, 10th European Conference, ECAL 2009, 2011, pp. 132--139.
LibreCat
H. Hamann, I. Karsai, T. Schmickl, J. Stradner, K. Crailsheim, R. Thenius, G. Kampis, E. Szathmary, in: Advances in Artificial Life, 10th European Conference, ECAL 2009, 2011, pp. 132--139.
2011 | Conference Paper | LibreCat-ID: 20195
Embodiment of Honeybee's Thermotaxis in a Mobile Robot Swarm
H. Hamann, T. Schmickl, K. Crailsheim, R. Thenius, D. Kengyel, in: 10th European Conference on Artificial Life (ECAL’09), 2011.
LibreCat
| DOI
H. Hamann, T. Schmickl, K. Crailsheim, R. Thenius, D. Kengyel, in: 10th European Conference on Artificial Life (ECAL’09), 2011.