litlas
Log inCreate account

Federico Girosi

Active 1988–2023

57
Papers
20,628
Citations
42
h-index
48
i10-index

Citations

Citations per year for Federico Girosi1928: 2 citations1957: 1 citations1967: 1 citations1975: 1 citations1980: 1 citations1981: 1 citations1986: 3 citations1987: 1 citations1988: 5 citations1989: 18 citations1990: 66 citations1991: 81 citations1992: 137 citations1993: 163 citations1994: 203 citations1995: 230 citations1996: 220 citations1997: 209 citations1998: 297 citations1999: 278 citations2000: 325 citations2001: 325 citations2002: 408 citations2003: 409 citations2004: 449 citations2005: 450 citations2006: 479 citations2007: 478 citations2008: 447 citations2009: 413 citations2010: 372 citations2011: 399 citations2012: 346 citations2013: 344 citations2014: 321 citations2015: 316 citations2016: 268 citations2017: 253 citations2018: 278 citations2019: 329 citations2020: 342 citations2021: 281 citations2022: 211 citations2023: 188 citations2024: 169 citations2025: 154 citations2026: 28 citations1929–1956: no citations, so these years are not shown1958–1966: no citations, so these years are not shown1968–1974: no citations, so these years are not shown1976–1979: no citations, so these years are not shown1982–1985: no citations, so these years are not shown

Citation sources

Countries

World map of the countries and regions citing this authorUnited States: 2,662 citing papers, 24.1% of this breakdownChina: 1,441 citing papers, 13% of this breakdownUnited Kingdom: 687 citing papers, 6.2% of this breakdownItaly: 563 citing papers, 5.1% of this breakdownGermany: 515 citing papers, 4.7% of this breakdownJapan: 379 citing papers, 3.4% of this breakdownAustralia: 355 citing papers, 3.2% of this breakdownFrance: 351 citing papers, 3.2% of this breakdownCanada: 336 citing papers, 3% of this breakdownIndia: 277 citing papers, 2.5% of this breakdownSpain: 274 citing papers, 2.5% of this breakdownSouth Korea: 263 citing papers, 2.4% of this breakdown
0%24.1%Other 26.7%

Institutions

Fields

  • Computer Science59.7%
  • Engineering15.6%
  • Medicine4.1%
  • Health Professions4.1%
  • Neuroscience2.8%
  • Biochemistry, Genetics and Molecular Biology1.9%
  • Other11.8%

Topics

  • Neural Networks and Applications8.9%
  • Face and Expression Recognition7%
  • Advanced Vision and Imaging1.9%
  • Advanced Image and Video Retrieval Techniques1.9%
  • Blind Source Separation Techniques1.7%
  • Image Retrieval and Classification Techniques1.7%
  • Other76.9%

Coauthors

All papers

Open in search
  1. Comparing support vector machines with Gaussian kernels to radial basis function classifiers

    Authors: Bernhard Schölkopf, Kah Kay Sung, Christopher J. C. Burges, Federico Girosi, Partha Niyogi, Tomaso A. Poggio, Vladimir Vapnik - IEEE Transactions on Signal Processing, IEEE Trans. Signal Process. 1997 cited by 1,406

  2. Regularization Theory and Neural Networks Architectures

    Authors: Federico Girosi, Michael J. Jones, Tomaso A. Poggio - Neural Computation, Neural Comput. 1995 cited by 1,355

  3. Representation Properties of Networks: Kolmogorov's Theorem Is Irrelevant

    Authors: Federico Girosi, Tomaso A. Poggio - Neural Computation, Neural Comput. 1989 cited by 191

  4. Networks for approximation and learning

    Authors: Tomaso A. Poggio, Federico Girosi - IEEE, Proc. IEEE 1990 cited by 3,276

  5. Can Electronic Medical Record Systems Transform Health Care? Potential Health Benefits, Savings, And Costs

    Authors: Richard Hillestad, James H. Bigelow, Anthony G. Bower, Federico Girosi, Robin Meili, Richard Scoville, Roger Taylor - Health Affairs 2005 cited by 1,687

  6. Strategies to Improve the Impact of Artificial Intelligence on Health Equity: Scoping Review

    Authors: Carl T. Berdahl, Lawrence Baker, Sean Mann, Osonde Osoba, Federico Girosi - JMIR AI 2023 cited by 57

  7. Networks and the best approximation property

    Authors: Federico Girosi, Tomaso Poggio - Biological Cybernetics 1990 cited by 898

  8. Incorporating prior information in machine learning by creating virtual examples

    Authors: Partha Niyogi, Federico Girosi, Tomaso A. Poggio - IEEE, Proc. IEEE 1998 cited by 315

  9. Prevalence and sociodemographic correlates of DSM-5 eating disorders in the Australian population

    Authors: Phillipa Hay, Federico Girosi, Jonathan Mond - Journal of Eating Disorders 2015 cited by 290

  10. Training Support Vector Machines: an Application to Face Detection

    Authors: Edgar Osuna, Robert M. Freund, Federico Girosi - Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 1997 cited by 2,496

  11. An Equivalence Between Sparse Approximation And Support Vector Machines

    Authors: Federico Girosi - Neural Computation, Neural Comput. 1998 cited by 505

  12. Clustering Multivariate Time Series Using Hidden Markov Models

    Authors: Shima Ghassempour, Federico Girosi, Anthony Maeder - International Journal of Environmental Research and Public Health 2014 cited by 91

  13. An improved training algorithm for support vector machines

    Authors: E. Osuna, Robert M. Freund, Federico Girosi - Neural Networks for Signal Processing VII. Proceedings of the 1997 IEEE Signal Processing Society Workshop 2002 cited by 1,066

  14. Generalization bounds for function approximation from scattered noisy data

    Authors: Partha Niyogi, Federico Girosi - Advances in Computational Mathematics, Adv. Comput. Math. 1998 cited by 79

  15. Artificial intelligence applications used in the clinical response to COVID-19: A scoping review

    Authors: Sean Mann, Carl T. Berdahl, Lawrence Baker, Federico Girosi - PLOS Digital Health 2022 cited by 22

  16. Regularization Algorithms for Learning That Are Equivalent to Multilayer Networks

    Authors: Tomaso Poggio, Federico Girosi - Science 1990 cited by 1,044

  17. Socioeconomic Correlates of Eating Disorder Symptoms in an Australian Population-Based Sample

    Authors: Brittany Mulders-Jones, Deborah Mitchison, Federico Girosi, Phillipa Hay - PLoS ONE 2017 cited by 124

  18. Support Vector Machines: Training and Applications

    Authors: E. Osuna, Robert M. Freund, Federico Girosi - 1997 cited by 704

  19. Demographic Forecasting

    Authors: Federico Girosi, Gary King - Princeton University Press eBooks 2008 cited by 166

  20. Nonlinear prediction of chaotic time series using support vector machines

    Authors: Sayan Mukherjee, E. Osuna, Federico Girosi - Neural Networks for Signal Processing VII. Proceedings of the 1997 IEEE Signal Processing Society Workshop 2002 cited by 525

  21. A computational approach to motion perception

    Authors: S. Uras, Federico Girosi, Alessandro Verri, Vincent Torre - Biological Cybernetics 1988 cited by 351

  22. Reducing the burden of childhood malaria in Africa: the role of improved

    Authors: Maria E. Rafael, Terrie E. Taylor, Alan J. Magill, Yee-Wei Lim, Federico Girosi, Richard Allan - Nature 2006 cited by 111

  23. Incorporation of expert knowledge in the statistical detection of diagnosis related group misclassification

    Authors: Mani Suleiman, Haydar Demirhan, Leanne Boyd, Federico Girosi, Vural Aksakalli - International Journal of Medical Informatics, Int. J. Medical Informatics 2020 cited by 8

  24. On the Relationship between Generalization Error, Hypothesis Complexity, and Sample Complexity for Radial Basis Functions

    Authors: Partha Niyogi, Federico Girosi - Neural Computation, Neural Comput. 1996 cited by 175