Classification of educational backgrounds of students using musical intelligence and perception with the help of artificial neural networks

Proceedings - Frontiers in Education Conference, FIE

Volumn , Issue , 2006, Pages 9-14

  Hardalaç, Naciye ^a   Ercan, Nevhiz ^b   Hardalaç, Firat ^c   Ergüt, Salih ^c  

^a GAZI UNIVERSITY   (Turkey)

^b FIRAT UNIVERSITY   (Turkey)

^c UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

Artificial Neural Networks (ANN); Education; Fast Fourier Transform (FFT); Musical hearing; Pure tone audiometry

Indexed keywords

AUDITION; BEHAVIORAL RESEARCH; EDUCATION; FAST FOURIER TRANSFORMS; STUDENTS;

AMPLITUDE RESPONSE; PURE TONE AUDIOMETRY; SCIENCE BACKGROUND;

NEURAL NETWORKS;

EID: 48749111292     PISSN: 15394565     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FIE.2006.322628     Document Type: Conference Paper

References (9)

1. Rauber A. and Frühwirth M., "Automatically analyzing and organizing music archives", Proceedings of the 5. European Conference on Research and Advanced Technology for Digital Libraries, September 2001.
2. Zeren A. , Müzik Fizigi Basit seslerin algilanmasi. Pan Yayincilik, 1995.
3. Matityaho B. and Furst M., "Neural network based model for classification of music type", Electrical and Electronics Engineers in Israel, 1995.
4. Freedman D., Pisani R., and Purves R. Statistics. W.W. Norton & Company Inc., 1978.
5. Fredric M. H. and Inica K. , Principles of neurocomputing for science and engineering, McGraw-Hill, 2001.
6. Hanley JA and McNeil BJ., "The meaning and use of the area under a receiver operating characteristic (roc) curve", Radiology, 1982.
7. Wagner M.J. Introductory Musical Acoustic, The auditory system. Contemporary Publishing Company, 1994.
8. Baldi P. and Long A.D., "A Bayesian framework for the analysis of microarray expression data: regularized t-test and statistical inferences of gene changes", Bioinformatics, 17(6), 2001.
9. van Erkel AR. and Pattynama PM., "Receiver operating characteristic (roc) analysis: Basic principles and applications in radiology", European Journal of Radiology, 27(2), 1998.