{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,4]],"date-time":"2024-09-04T21:53:43Z","timestamp":1725486823853},"publisher-location":"Berlin, Heidelberg","reference-count":20,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540730521"},{"type":"electronic","value":"9783540730538"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"DOI":"10.1007\/978-3-540-73053-8_27","type":"book-chapter","created":{"date-parts":[[2007,6,29]],"date-time":"2007-06-29T00:30:01Z","timestamp":1183077001000},"page":"272-281","source":"Crossref","is-referenced-by-count":0,"title":["A Single Layer Perceptron Approach to Selective Multi-task Learning"],"prefix":"10.1007","author":[{"given":"Jaisiel","family":"Madrid-S\u00e1nchez","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Miguel","family":"L\u00e1zaro-Gredilla","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"An\u00edbal R.","family":"Figueiras-Vidal","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"27_CR1","doi-asserted-by":"crossref","unstructured":"Argyriou, A., Evgeniou, T., Pontil, M.: Multi-Task Feature Learning. In: NIPS 2006, Vancouver, B.C., Canada, 4-7 December 2006, to appear (2006)","DOI":"10.2139\/ssrn.1031158"},{"key":"27_CR2","doi-asserted-by":"publisher","first-page":"311","DOI":"10.1145\/225298.225336","volume-title":"COLT","author":"J. Baxter","year":"1995","unstructured":"Baxter, J.: Learning Internal Representations. In: COLT, pp. 311\u2013320. ACM Press, New York (1995)"},{"key":"27_CR3","unstructured":"Blake, C.L., Merz, C.J.: UCI Repository of Machine Learning Databases (1998)"},{"key":"27_CR4","doi-asserted-by":"publisher","first-page":"41","DOI":"10.1023\/A:1007379606734","volume":"28","author":"R. Caruana","year":"1997","unstructured":"Caruana, R.: Multitask Learning. Machine Learning\u00a028, 41\u201375 (1997)","journal-title":"Machine Learning"},{"key":"27_CR5","volume-title":"Pattern Classification and Scene Analysis","author":"R. Duda","year":"1973","unstructured":"Duda, R., Hart, P.: Pattern Classification and Scene Analysis. Wiley Interscience, Hoboken (1973)"},{"key":"27_CR6","doi-asserted-by":"crossref","unstructured":"Evgeniou, T., Pontil, M.: Regularized Multitask Learning. In: SIGKDD, Seattle, Washington, USA, 22-25 August (2004)","DOI":"10.1145\/1014052.1014067"},{"key":"27_CR7","first-page":"615","volume":"6","author":"T. Evgeniou","year":"2005","unstructured":"Evgeniou, T., Micchelli, C.A., Pontil, M.: Learning Multiple Tasks with Kernel Methods. Journal of Machine Learning Research\u00a06, 615\u2013637 (2005)","journal-title":"Journal of Machine Learning Research"},{"key":"27_CR8","doi-asserted-by":"crossref","unstructured":"Evgeniou, T., Pontil, M., Toubia, O.: A Convex Optimization Approach to Modeling Heterogeneity in Conjoint Estimation. Marketing Science (to appear)","DOI":"10.1287\/mksc.1070.0291"},{"key":"27_CR9","volume-title":"Nonparametric Statistical Inference","author":"J. Gibbons","year":"1992","unstructured":"Gibbons, J., Chakraborti, S.: Nonparametric Statistical Inference, 3rd edn. Marcel Dekker, New York (1992)","edition":"3"},{"key":"27_CR10","volume-title":"The Elements of Statistical Learning","author":"T. Hastie","year":"2003","unstructured":"Hastie, T., Tibshirani, R., Friedma, J.H.: The Elements of Statistical Learning. Springer, New York (2003)"},{"key":"27_CR11","first-page":"367","volume-title":"ICML-2000","author":"T. Heskes","year":"2000","unstructured":"Heskes, T.: Empirical Bayes for learning to learn. In: Langley, P. (ed.) ICML-2000, pp. 367\u2013374. Morgan Kaufmann Publishers, San Francisco (2000)"},{"key":"27_CR12","doi-asserted-by":"publisher","first-page":"83","DOI":"10.1162\/153244304322765658","volume":"4","author":"B. Bakker","year":"2003","unstructured":"Bakker, B., Heskes, T.: Task clustering and gating for Bayesian multi-task learning. Journal of Machine Learning Research\u00a04, 83\u201399 (2003)","journal-title":"Journal of Machine Learning Research"},{"key":"27_CR13","doi-asserted-by":"publisher","first-page":"1048","DOI":"10.1162\/089892901753294347","volume":"13","author":"J. Jovicich","year":"2001","unstructured":"Jovicich, J.: Brain Areas Specific for Attentional Load in a Motion-Tracking Task. Journal of Cognitive Neuroscience\u00a013, 1048\u20131058 (2001)","journal-title":"Journal of Cognitive Neuroscience"},{"key":"27_CR14","first-page":"795","volume-title":"Advances in NIPS","author":"X. Liao","year":"2006","unstructured":"Liao, X., Carin, L.: Radial Basis Function Network for Multi-task Learning. In: Weiss, Y., Sch\u00f6lkopf, B., Platt, J. (eds.) Advances in NIPS, vol.\u00a018, pp. 795\u2013802. MIT Press, Volume (2006)"},{"issue":"3","key":"27_CR15","doi-asserted-by":"publisher","first-page":"416","DOI":"10.1037\/0278-7393.17.3.416","volume":"17","author":"M. Pazzani","year":"1991","unstructured":"Pazzani, M.: The influence of prior knowledge on concept acquisition: Experimental and computational results. Journal of Experimental Psychology: Learning, Memory and Cognition\u00a017(3), 416\u2013432 (1991)","journal-title":"Journal of Experimental Psychology: Learning, Memory and Cognition"},{"key":"27_CR16","volume-title":"Linear statistical inference and its applications","author":"C. Rao","year":"1965","unstructured":"Rao, C.: Linear statistical inference and its applications. John Wiley, New York (1965)"},{"key":"27_CR17","unstructured":"Silver, D.: Selective Transfer of Neural Network Task Knowledge. PhD Thesis, University of Western Ontario (2000)"},{"key":"27_CR18","doi-asserted-by":"crossref","first-page":"235","DOI":"10.1007\/978-1-4615-5529-2_10","volume-title":"Learning to Learn","author":"S. Thrun","year":"1998","unstructured":"Thrun, S., O\u2019Sullivan, J.: Clustering learning tasks and the selective cross-task transfer of knowledge. In: Thrun, S., Pratt, L.Y. (eds.) Learning to Learn, pp. 235\u2013257. Kluwer Academic Publishers, Dordrecht (1998)"},{"issue":"4","key":"27_CR19","doi-asserted-by":"publisher","first-page":"1414","DOI":"10.1016\/j.neuroimage.2004.07.065","volume":"23","author":"D. Tomasi","year":"2004","unstructured":"Tomasi, D., Ernst, T., Caparelli, E., Chang, L.: Practice-induced changes of brain function during visual attention: A parametric fMRI study at 4 Tesla. NeuroImage\u00a023(4), 1414\u20131421 (2004)","journal-title":"NeuroImage"},{"key":"27_CR20","doi-asserted-by":"publisher","first-page":"1012","DOI":"10.1145\/1102351.1102479","volume-title":"ICML 2005","author":"K. Yu","year":"2005","unstructured":"Yu, K., Tresp, V., Schwaighofer, A.: Learning Gaussian processes from multiple tasks. In: ICML 2005, pp. 1012\u20131019. ACM Press, New York (2005)"}],"container-title":["Lecture Notes in Computer Science","Bio-inspired Modeling of Cognitive Tasks"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-73053-8_27.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,11,19]],"date-time":"2020-11-19T05:10:55Z","timestamp":1605762655000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-73053-8_27"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[null]]},"ISBN":["9783540730521","9783540730538"],"references-count":20,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-73053-8_27","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[]}}