{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,22]],"date-time":"2025-02-22T22:40:41Z","timestamp":1740264041334,"version":"3.37.3"},"publisher-location":"Berlin, Heidelberg","reference-count":15,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540263067"},{"type":"electronic","value":"9783540315780"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2005]]},"DOI":"10.1007\/11494683_8","type":"book-chapter","created":{"date-parts":[[2010,7,14]],"date-time":"2010-07-14T03:21:05Z","timestamp":1279077665000},"page":"74-85","source":"Crossref","is-referenced-by-count":5,"title":["EER of Fixed and Trainable Fusion Classifiers: A Theoretical Study with Application to Biometric Authentication Tasks"],"prefix":"10.1007","author":[{"given":"Norman","family":"Poh","sequence":"first","affiliation":[]},{"given":"Samy","family":"Bengio","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"issue":"2","key":"8_CR1","doi-asserted-by":"publisher","first-page":"281","DOI":"10.1109\/34.982906","volume":"24","author":"L.I. Kuncheva","year":"2002","unstructured":"Kuncheva, L.I.: A Theoretical Study on Six Classifier Fusion Strategies. IEEE Trans. Pattern Analysis and Machine Intelligence\u00a024(2), 281\u2013286 (2002)","journal-title":"IEEE Trans. Pattern Analysis and Machine Intelligence"},{"key":"8_CR2","doi-asserted-by":"publisher","first-page":"189","DOI":"10.1007\/s100440200017","volume":"5","author":"K. Tumer","year":"2002","unstructured":"Tumer, K., Ghosh, J.: Robust Combining of Disparate Classifiers through Order Statistics. Pattern Analysis and Applications\u00a05, 189\u2013200 (2002)","journal-title":"Pattern Analysis and Applications"},{"key":"8_CR3","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"252","DOI":"10.1007\/3-540-45428-4_25","volume-title":"Multiple Classifier Systems","author":"G. Fumera","year":"2002","unstructured":"Fumera, G., Roli, F.: Analysis of Linear and Order Statistics Combiners for Fusion of Imbalanced Classifiers. In: Roli, F., Kittler, J. (eds.) MCS 2002. LNCS, vol.\u00a02364, pp. 252\u2013261. Springer, Heidelberg (2002)"},{"key":"8_CR4","unstructured":"Poh, N., Bengio, S.: How Do Correlation and Variance of Base Classifiers Affect Fusion in Biometric Authentication Tasks?, Research Report 04-18, IDIAP, Martigny, Switzerland (2004), accepted for publication in IEEE Trans. Signal Processing (2005)"},{"key":"8_CR5","unstructured":"Poh, N., Bengio, S.: Towards Predicting Optimal Subsets of Base-Experts in Biometric Authentication Task. IDIAP Research Report 04-17, Martigny, Switzerland, Accepted for publication in Joint AMI\/PASCAL\/IM2\/M4 Workshop on Multimodal Interaction and Related Machine Learning Algorithms (2004)"},{"key":"8_CR6","unstructured":"Krogh, A., Vedelsby, J.: Neural Network Ensembles, Cross-Validation and Active-Learning. In: Advances in Neural Information Processing Systems\u00a0vol. 7 (1995)"},{"key":"8_CR7","volume-title":"Neural Networks for Pattern Recognition","author":"C. Bishop","year":"1999","unstructured":"Bishop, C.: Neural Networks for Pattern Recognition. Oxford University Press, Oxford (1999)"},{"key":"8_CR8","volume-title":"A First Course in Order Statistics","author":"B.C. Arnold","year":"1992","unstructured":"Arnold, B.C., Balakrishnan, N., Nagaraja, H.N.: A First Course in Order Statistics. Wiley, New York (1992)"},{"issue":"3","key":"8_CR9","doi-asserted-by":"publisher","first-page":"226","DOI":"10.1109\/34.667881","volume":"20","author":"J. Kittler","year":"1998","unstructured":"Kittler, J., Hatef, M., Duin, R.P.W., Matas, J.: On Combining Classifiers. IEEE Trans. Pattern Analysis and Machine Intelligence\u00a020(3), 226\u2013239 (1998)","journal-title":"IEEE Trans. Pattern Analysis and Machine Intelligence"},{"key":"8_CR10","unstructured":"Poh, N., Bengio, S.: \u201cDatabase, Protocol and Tools for Evaluating Score-Level Fusion Algorithms in Biometric Authentication,\u201d Research Report 04-44, IDIAP, Martigny, Switzerland (2005), Accepted for publication in AVBPA\u00a0(2004)"},{"key":"8_CR11","doi-asserted-by":"crossref","unstructured":"Matas, J., Hamouz, M., Jonsson, K., Kittler, J., Li, Y., Kotropoulos, C., Tefas, A., Pitas, I., Tan, T., Yan, H., Smeraldi, F., Begun, J., Capdevielle, N., Gerstner, W., Ben-Yacoub, S., Abdeljaoued, Y., Mayoraz, E.: Comparison of Face Verification Results on the XM2VTS Database. In: Proc. 15th Int\u2019l Conf. Pattern Recognition, Barcelona, vol.\u00a04, pp. 858\u2013863 (2000)","DOI":"10.1109\/ICPR.2000.903052"},{"key":"8_CR12","unstructured":"Bengio, S., Mari\u00e9thoz, J.: The Expected Performance Curve: a New Assessment Measure for Person Authentication. In: The Speaker and Language Recognition Workshop (Odyssey), Toledo, pp. 279\u2013284 (2004)"},{"key":"8_CR13","unstructured":"Bengio, S., Mari\u00e9thoz, J.: A Statistical Significance Test for Person Authentication. In: The Speaker and Language Recognition Workshop (Odyssey), Toledo, pp. 237\u2013244 (2004)"},{"key":"8_CR14","doi-asserted-by":"crossref","unstructured":"Jain, A., Nandakumar, K., Ross, A.: Score Normalisation in Multimodal Biometric Systems, In: Pattern Recognition (2005) (to appear)","DOI":"10.1016\/j.patcog.2005.01.012"},{"key":"8_CR15","doi-asserted-by":"crossref","unstructured":"Roli, F., Fumera, G., Kittler, J.: Fixed and Trained Combiners for Fusion of Imbalanced Pattern Classifiers. In: Proc. 5th Int\u2019l Conf. on Information Fusion, pp. 278\u2013284 (2002)","DOI":"10.1109\/ICIF.2002.1021162"}],"container-title":["Lecture Notes in Computer Science","Multiple Classifier Systems"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/11494683_8.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,22]],"date-time":"2025-02-22T22:05:55Z","timestamp":1740261955000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/11494683_8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2005]]},"ISBN":["9783540263067","9783540315780"],"references-count":15,"URL":"https:\/\/doi.org\/10.1007\/11494683_8","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2005]]}}}