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Jose A. Rodriguez Serrano

Senior Lecturer - ESA

 https://orcid.org/0009-0005-0239-8117
Calculated based on number of publications stored in Pure and citations from Scopus
Calculated based on number of publications stored in Pure and citations from Scopus
Calculated based on number of publications stored in Pure and citations from Scopus
20092024

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  • 2024

    Machine Learning in Finance

    Akoglu, L., Chawla, N., Domingo-Ferrer, J., Kurshan, E., Kumar, S., Naware, V., Rodriguez-Serrano, J. A., Chaturvedi, I., Nagrecha, S., Das, M. & Faruquie, T., 25 Aug 2024, KDD 2024 - Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 6703 1 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Book chapter › Conference contribution › peer-review

  • 2021

    Machine Learning in Finance

    Kumar, S., Akoglu, L., Chawla, N., Rodriguez-Serrano, J. A., Faruquie, T. & Nagrecha, S., 14 Aug 2021, KDD 2021 - Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 4139-4140 2 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Book chapter › Conference contribution › peer-review

    3 Citations (Scopus)
  • 2019

    Uncertainty modelling in deep networks: Forecasting short and noisy series

    Brando, A., Rodriguez-Serrano, J. A., Ciprian, M., Maestre, R. & Vitrià, J., 2019, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2018, Proceedings. Brefeld, U., Marascu, A., Pinelli, F., Curry, E., MacNamee, B., Hurley, N., Daly, E. & Berlingerio, M. (eds.). Springer Verlag, p. 325-340 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11053 LNAI).

    Research output: Book chapter › Conference contribution › peer-review

    Open Access
    10 Citations (Scopus)
  • 2014

    Vehicle type classification from laser scans with global alignment kernels

    Chidlovskii, B., Csurka, G. & Rodriguez-Serrano, J. A., 14 Nov 2014, 2014 17th IEEE International Conference on Intelligent Transportation Systems, ITSC 2014. Institute of Electrical and Electronics Engineers Inc., p. 2840-2845 6 p. 6958145. (2014 17th IEEE International Conference on Intelligent Transportation Systems, ITSC 2014).

    Research output: Book chapter › Conference contribution › peer-review

    8 Citations (Scopus)
  • 2013

    Practical methods for sparsity based video anomaly detection

    Mo, X., Monga, V., Bala, R., Rodriguez-Serrano, J. A., Fan, Z. & Burry, A., 2013, 2013 16th International IEEE Conference on Intelligent Transportation Systems: Intelligent Transportation Systems for All Modes, ITSC 2013. p. 955-960 6 p. 6728355. (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC).

    Research output: Book chapter › Conference contribution › peer-review

  • Vehicle type classification from laser scanner profiles: A benchmark of feature descriptors

    Sandhawalia, H., Rodriguez-Serrano, J. A., Poirier, H. & Csurka, G., 2013, 2013 16th International IEEE Conference on Intelligent Transportation Systems: Intelligent Transportation Systems for All Modes, ITSC 2013. p. 517-522 6 p. 6728283. (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC).

    Research output: Book chapter › Conference contribution › peer-review

    21 Citations (Scopus)
  • 2012

    Data-driven vehicle identification by image matching

    Rodriguez-Serrano, J. A., Sandhawalia, H., Bala, R., Perronnin, F. & Saunders, C., 2012, Computer Vision, ECCV 2012 - Workshops and Demonstrations, Proceedings. PART 2 ed. Springer Verlag, p. 536-545 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7584 LNCS, no. PART 2).

    Research output: Book chapter › Conference contribution › peer-review

    6 Citations (Scopus)

  • Image simulation for automatic license plate recognition

    Bala, R., Zhao, Y., Burry, A., Kozitsky, V., Fillion, C., Saunders, C. & Rodriguez-Serrano, J. A., 2012, Proceedings of SPIE-IS and T Electronic Imaging - Visual Information Processing and Communication III. 83050Z. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 8305).

    Research output: Book chapter › Conference contribution › peer-review

    7 Citations (Scopus)
  • 2009

    A similarity measure between vector sequences with application to handwritten word image retrieval

    Rodriguez-Serrano, J. A., Perronnin, F., Lladós, J. & Sánchez, G., 2009, 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2009. IEEE Computer Society, p. 1722-1729 8 p. 5206783. (2009 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2009).

    Research output: Book chapter › Conference contribution › peer-review

    28 Citations (Scopus)

  • Fisher kernels for handwritten word-spotting

    Perronnin, F. & Rodriguez-Serrano, J. A., 2009, ICDAR2009 - 10th International Conference on Document Analysis and Recognition. p. 106-110 5 p. 5277774. (Proceedings of the International Conference on Document Analysis and Recognition, ICDAR).

    Research output: Book chapter › Conference contribution › peer-review

    35 Citations (Scopus)

  • Handwritten word-image retrieval with synthesized typed queries

    Rodriguez-Serrano, J. A. & Perronnin, F., 2009, ICDAR2009 - 10th International Conference on Document Analysis and Recognition. p. 351-355 5 p. 5277671. (Proceedings of the International Conference on Document Analysis and Recognition, ICDAR).

    Research output: Book chapter › Conference contribution › peer-review

    13 Citations (Scopus)