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List of Publications


Journals


[2003, ApoS01]

B. Apolloni, A. Brega, D. Malchiodi, G. Palmas and A. M. Zanaboni, "Learning rule representations from data", Artficial Itelligence, submitted, 2003.

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[2003, MitS01]

P. D. Mitcheson, T. C. Green, E. M. Yeatman and A. S. Holmes, "Architectures for Vibration-Driven Micro-Power Generators", IEEE Journal of Microelectromechanical Systems, under review, 2003.

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[2002, ApoJ01]

B. Apolloni, D. Malchiodi, C. Orovas and G. Palmas, "From synapses to rules", Cognitive Systems Research, 3(2), pp. 167-201, 2002.


Books/Book Chapters


[2003, ApoBc02]

B. Apolloni, S. Gaito and D. Malchiodi, "Algorithmic Inference in Machine Learning", World Scientific Publishing, in press, 2003.

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[2002, ApoB01]

B. Apolloni and F. Kurfess (Eds.), From synapses to rules: Discovering symbolic rules from neural processed data, New York: Kluwer Academic/Plenum Publishers, pp. 5-40, 2002.

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[2002, ApoBc01]

B. Apolloni, F. Baraghini and G. Palmas, "PAC, Meditation on Boolean Formulas", S. Koenig, R. C. Holte (Eds.), Abstraction, Reformulation and Approximation, Springer, Berlin, pp. 274-281, 2002.

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[2002, PerBc01]

M. Pertselakis and N. Tsapatsoulis, "An Intelligent Agent based Approach for Service Discovery in Wireless Ad-hoc Networks", Advances in Communications and Software Technologies, World Scientific and Engineering Society Press, pp. 134-139, 2002.

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Conference Proceedings


[2003, ApoC03]

B. Apolloni, A. Brega, D. Malchiodi, G. Palmas and A. M. Zanaboni, "Learning rule representations from boolean data", in Proceedings of the International Conference on Artificial Neural Networks (ICANN'03), Istanbul, Turkey, 2003.

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[2003, BalC01]

T. Balomenos, N. Tsapatsoulis, S. Kollias, S. Kasderidis and J. G. Taylor, "Attention-driven Artificial Agents", in Proceedings of the European Symposium on Intelligent Technologies, Hybrid Systems and their implementation on Smart Adaptive Systems (EUNITE'03), Oulu, Finlans, July 2003.

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[2003, KasC01]

S. Kasderidis, J. G. Taylor, N. Tsapatsoulis and D. Malchiodi, "Drawing Attention to the Dangerous", in Proceedings of the International Conference on Artificial Neural Networks (ICANN'03), Istanbul, Turkey, 2003.

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[2003, MiaC01]

P. Miao, A. S. Holmes, E. M. Yeatman and T. C. Green, "Micro-Machined Variable Capacitors for Power Generaton", in Proceedings of Electrostatics'03, Edinburgh, UK, March 2003.

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[2003, PerC01]

M. Pertselakis, N. Tsapatsoulis, S. Kollias and A. Stafylopatis, "An Adaptive Resource Allocating Neural Fuzzy Inference System", IEEE Intelligent Systems Application to Power Systems (ISAP'03), accepted for presentation, Lemnos, Greece, 2003.

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[2003, PerC02]

M. Pertselakis, D. Frossyniotis and A. Stafylopatis, "An Adaptable Gaussian Neuro-Fuzzy Classifier", in Proceedings of the International Conference on Artificial Neural Networks (ICANN'03), Istanbul, Turkey, 2003.

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[2003, TsaC01]

N. Tsapatsoulis, M. Wallace and S. Kasderidis, "Improving the Performance of Resource Allocation Networks through Hierarchical Clustering of High Dimensional Data", in Proceedings of the International Conference on Artificial Neural Networks (ICANN'03), Istanbul, Turkey, 2003.

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[2003, TzoC01]

V. Tzouvaras, G. Stamou and S. Kollias, "Knowledge Refinement Using Fuzzy Compositional Neural Networks", International Conference on Artificial Neural Networks (ICANN'03), accepted for presentation, Istanbul, Turkey, 2003.

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[2003, WalC01]

M. Wallace and S. Kollias, "Soft Attribute Selection for Hierarchical Clustering in High Dimensions", International Fuzzy Systems Association World Congress(IFSA), accepted for presentation, Istanbul, Turkey, 2003.

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[2002, ApoC02]

B. Apolloni, D. Malchiodi , C. Orovas and A. M. Zanaboni, "Fuzzy Methods for Simplifying a Boolean Formula Inferred from Examples", in Proceedings of the First International Conference on Fuzzy Systems and Knowledge Discovery (FSKD'02), Singapore, November 2002.

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[2002, ApoC01]

B. Apolloni, S. Bassis, D. Malchiodi and S. Gaito, "Cooperative Games in a Stochastic Environment", in Proceedings of the Sixth International Conference on Knowledge-Based Intelligent Information & Engineering Systems (KES'2002), pp. 296-300, Crema, Italy, September 2002.

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[2002, MitC01]

P. D. Mitcheson, T. C. Green, E. M. Yeatman and A. S. Holmes, "Analysis of Optimized Micro-Generator Architectures for Self-Powered Ubiquitous Computers", The 4th International Conference on Ubiquitous Computing (UBICOMP 2002), Adjunct Proceedings, pp. 5-6, Goteborg, Sweden, September 2002.

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[2002, RaoC01]

A. Raouzaiou, N. Tsapatsoulis, V. Tzouvaras, G. Stamou and S. Kollias, "A Hyprid Intelligent System for Facial Expression Recognition", in Proceedings of the European Symposium on Intelligent Technologies, Hybrid Systems and their implementation on Smart Adaptive Systems (Eunite 2002), Albufeira, Portugal, September 2002.

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[2002, YatC01]

D. C. Yates, A. S. Holmes and A. J. Burdett, "Transmission Frequency Optimization for ultra-low power Short-Range Wireless Communications", The 4th International Conference on Ubiquitous Computing (UBICOMP 2002), Adjunct Proceedings, Goteborg, Sweden, September 2002.