Orthopedic diagnostics with ensembles of learning systems

• Autorzy: Szarek A. , Korytkowski M. , Rutkowski L. , Scherer R. , Szyprowski J.
• Języki publikacji: EN

Słowa kluczowe

EN

hip joint; prosthesis; assessing orthopaedic data; classifier

PL

staw biodrowy; proteza; ocena danych ortopedycznych; klasyfikator

• Wydawca: Katedra Biomechatroniki, Wydział Inżynierii Biomedycznej Politechniki Śląskiej
• Czasopismo: Aktualne Problemy Biomechaniki
• Rocznik: 2012
• Tom: z. 6
• Strony: 141--146
• Opis fizyczny: Bibliogr. 12 poz.

Twórcy

autor

Szarek A.

• Institute of Metal Working and Forming, Quality Engineering and Bioengineering Częstochowa University of Technology

autor

Korytkowski M.

• Department of Computer Engineering, Częstochowa University of Technology

autor

Rutkowski L.

• Department of Computer Engineering, Częstochowa University of Technology

autor

Scherer R.

• Department of Computer Engineering, Częstochowa University of Technology

autor

Szyprowski J.

• Orthopedics and Traumatic Surgery Department of NMP Voivodship Specialist Hospital in Częstochowa

Bibliografia

• [1] Marciniak J.: Biomaterials, Silesian University of Technology Press, Gliwice, 2002.
• [2] Szarek A.: Chosen aspects of biomaterials, Publishing house Education and Science s.r.o. - Rusnauckniga, Praga-Belgorod 2011.
• [3] Williams D.F.: Definitions in biomaterials, Amsterdam-Oxford-New York-Tokio, Elsevier 1987.
• [4] Liu, Y., Yao, X.: Ensemble learning via negative correlation. Neural Networks 12, 1399-1404 (1999)
• [5] Liu, Y., Yao, X.: Simultaneous training of negatively correlated neural networks in an ensemble. IEEE Trans. Syst., Man, Cybern. B 29, 716-725 (1999)
• [6] Kuncheva, L.: Combining Pattern Classifiers. Studies in Fuzziness and Soft Computing. John Wiley & Sons (2004)
• [7] Williams D.F.: Definitions in biomaterials, Amsterdam-Oxford-New York-Tokio, Elsevier 1987.
• [8] Górecki P., Artiemjew P., Drozda P. and Sopyla K., Categorization of Similar Objects using Bag of Visual Words and Support Vector Machines, In: Proceedings of 4th International Conference on Agents and Artificial Intelligence, ICAART’12, Vilamoura, Algarve, Portugal, pp. 231-236.
• [9] Grąbczewski K. and Jankowski N., Saving time and memory in computational intelligence system with machine unification and task spooling, Knowledge-Based Systems, vol. 24, number 5, 2011, pp. 570-588,
• [10] Bishop C.M., Neural Networks for Pattern Recognition, Oxford University Press, Inc., New York, NY, 1995
• [11] Duda R.O., Hart P.E., Stork D.G., Pattern Classification (2nd Edition), Wiley 2000.
• [12] Meir R. and Rätsch G., "An introduction to boosting and leveraging", in Advanced Lectures on Machine Learning, LNAI 2600, edited by S. Mendelson and A. Smola, Springer, 2003, pp. 119-184.