Transfer learning approach for financial applications

N. Morgan and H. Bourlard, “Generalization and parameter estimation in feedforward nets: Some experiments,” International Computer Science Institute, Berkeley, CA, Tech. Rep. TR-89-017, 1989

Original

1989

Earlier work this paper cites.

L. Davis, Ed., Handbook of Genetic Algorithms . Van Nostrand Reinhold, 1991

1991

Earlier work this paper cites.

J. R. Quinlan, “C4.5: Programs for machine learning,” in Morgan Kaufmann series in machine learning. , 1993

1993

Earlier work this paper cites.

T. Back, Evolutionary algorithms in theory and practice - evolution strategies, evolutionary programming, genetic algorithms. Oxford University Press, 1996

1996

Earlier work this paper cites.

L. Y. Pratt, “A survey of transfer between connectionist networks,” Connect. Sci. , vol. 8, no. 2, pp. 163–184, 1996

1996

Earlier work this paper cites.

A. Robins, “Transfer in cognition,” Connect. Sci. , vol. 8, no. 2, pp. 185–204, 1996

1996

Earlier work this paper cites.

S. Thrun and L. Pratt, Learning to Learn . Kluwer Academic Publishers, 1998

1998

Earlier work this paper cites.

——, “Simplifying decision trees,” Int. J. Hum.-Comput. Stud , vol. 51, p. 497, 1999

1999

Cited alongside, same era.

J. N. Crook, D. B. Edelman, and L. C. Thomas, “Recent developments in consumer credit risk assessment,” European Journal of Operational Research , vol. 183, no. 3, pp. 1447–1465, dec 2007. [Online]. Available: \url

2006

Cited alongside, same era.

C. TSAI and J. WU, “Using neural network ensembles for bankruptcy prediction and credit scoring,” Expert Systems with Applications , vol. 34, no. 4, pp. 2639–2649, may 2008. [Online]. Available: \url

2007

Cited alongside, same era.

Y. Bengio, “Learning deep architectures for ai.” Foundations and Trends in Machine Learning , vol. 2, no. 1, pp. 1–127, 2009. [Online]. Available: \url

2009

Cited alongside, same era.

——, “Transfer learning across heterogeneous tasks using behavioural genetic principles,” in UKCI . IEEE, 2013, pp. 151–158

2013

Later among the works it cites.

M. S. C. Thomas, N. A. Forrester, and A. Ronald, “Modeling socioeconomic status effects on language development.” Developmental Psychology , vol. 49, no. 12, pp. 2325–2343, 2013. [Online]. Available: \url

2013

Later among the works it cites.

Y. Jiang, D. I. Bolnick, and M. Kirkpatrick, “Assortative mating in animals,” The American Naturalist , vol. 181, no. 6, pp. E125–E138, jun 2013. [Online]. Available: \url

2013

Later among the works it cites.

M. Lichman, “UCI machine learning repository,” 2013. [Online]. Available: \url

2013

Later among the works it cites.

V. Lohweg, J. L. Hoffmann, H. Dörksen, R. Hildebrand, E. Gillich, J. Hofmann, and J. Schaede, “Banknote authentication with mobile devices,” in Media Watermarking, Security, and Forensics 2013 , A. M. Alattar, N. D. Memon, and C. D. Heitzenrater, Eds. SPIE, feb 2013. [Online]. Available: \url