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Volumn 7263 LNAI, Issue , 2012, Pages 42-50

Induction in neuroscience with classification: Issues and solutions

Author keywords

[No Author keywords available]

Indexed keywords

BRAIN DATA; CLINICAL DIAGNOSIS; HYPOTHESIS TESTING; MEDICAL CONDITIONS; MENTAL STATE; PATTERN RECOGNITION TECHNIQUES;

EID: 84870017009     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-34713-9_6     Document Type: Conference Paper
Times cited : (8)

References (19)
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    • Assessing Robustness of Intrinsic Tests of Independence in Two-Way Contingency Tables
    • Casella, G., Moreno, E.: Assessing Robustness of Intrinsic Tests of Independence in Two-Way Contingency Tables. Journal of the American Statistical Association 104(487), 1261-1271 (2009)
    • (2009) Journal of the American Statistical Association , vol.104 , Issue.487 , pp. 1261-1271
    • Casella, G.1    Moreno, E.2
  • 6
    • 28444452344 scopus 로고    scopus 로고
    • Permutation Tests for Classification: Towards Statistical Significance in Image-Based Studies
    • Taylor, C.J., Noble, J.A. (eds.) IPMI 2003. Springer, Heidelberg
    • Golland, P., Fischl, B.: Permutation Tests for Classification: Towards Statistical Significance in Image-Based Studies. In: Taylor, C.J., Noble, J.A. (eds.) IPMI 2003. LNCS, vol. 2732, pp. 330-341. Springer, Heidelberg (2003)
    • (2003) LNCS , vol.2732 , pp. 330-341
    • Golland, P.1    Fischl, B.2
  • 8
    • 0035964792 scopus 로고    scopus 로고
    • Distributed and Overlapping Representations of Faces and Objects in Ventral Temporal Cortex
    • Haxby, J.V., Ida Gobbini, M., Furey, M.L., Ishai, A., Schouten, J.L., Pietrini, P.: Distributed and Overlapping Representations of Faces and Objects in Ventral Temporal Cortex. Science 293(5539), 2425-2430 (2001)
    • (2001) Science , vol.293 , Issue.5539 , pp. 2425-2430
    • Haxby, J.V.1    Ida Gobbini, M.2    Furey, M.L.3    Ishai, A.4    Schouten, J.L.5    Pietrini, P.6
  • 9
    • 33745587777 scopus 로고    scopus 로고
    • Decoding mental states from brain activity in humans
    • Haynes, J.-D., Rees, G.: Decoding mental states from brain activity in humans. Nature Reviews Neuroscience 7(7), 523-534 (2006)
    • (2006) Nature Reviews Neuroscience , vol.7 , Issue.7 , pp. 523-534
    • Haynes, J.-D.1    Rees, G.2
  • 10
    • 0042074083 scopus 로고    scopus 로고
    • Confusion over Measures of Evidence (p's) Versus Errors (alpha's) in Classical Statistical Testing
    • Hubbard, R., Bayarri, M.J.: Confusion Over Measures of Evidence (p's) Versus Errors (alpha's) in Classical Statistical Testing. The American Statistician 57(3), 171-178 (2003)
    • (2003) The American Statistician , vol.57 , Issue.3 , pp. 171-178
    • Hubbard, R.1    Bayarri, M.J.2
  • 14
    • 1642574430 scopus 로고    scopus 로고
    • Morphological classification of brains via high-dimensional shape transformations and machine learning methods
    • Lao, Z., Shen, D., Xue, Z., Karacali, B., Resnick, S.M., Davatzikos, C.: Morphological classification of brains via high-dimensional shape transformations and machine learning methods. NeuroImage 21(1), 46-57 (2004)
    • (2004) NeuroImage , vol.21 , Issue.1 , pp. 46-57
    • Lao, Z.1    Shen, D.2    Xue, Z.3    Karacali, B.4    Resnick, S.M.5    Davatzikos, C.6
  • 15
    • 0842310823 scopus 로고    scopus 로고
    • A neural-network-based detection of epilepsy
    • Nigam, V.P.P., Graupe, D.: A neural-network-based detection of epilepsy. Neurological Research 26(1), 55-60 (2004)
    • (2004) Neurological Research , vol.26 , Issue.1 , pp. 55-60
    • Nigam, V.P.P.1    Graupe, D.2
  • 18
  • 19
    • 65549168742 scopus 로고    scopus 로고
    • Machine learning classifiers and fMRI: A tutorial overview
    • Pereira, F., Mitchell, T., Botvinick, M.: Machine learning classifiers and fMRI: A tutorial overview. NeuroImage 45(1), 199-209 (2009)
    • (2009) NeuroImage , vol.45 , Issue.1 , pp. 199-209
    • Pereira, F.1    Mitchell, T.2    Botvinick, M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.