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AERFAI Summer School on Deep Learning

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Alicante July 5-6, 2017

10th international workshop on Machine Learning and Music

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Barcelona: 16th October 2017

Micó Andrés, María Luisa

Associate Professor

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In this page: contact : research : publications : links

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Contact:
  Department of Software and Computing Systems.
  University of Alicante.
  E-03080 Alicante.
  Spain

  E-mail:    mico at dlsi.ua.es
  Telephone: +34 96 5909335

Other pages: Teaching

Research:

Curriculum Vitae:not available yet

Research Interests:similarity search algorithms, statistical pattern recognition, machine learning, metric optimization and definition, and applications of Pattern Recognition

Projects:

Publications:
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  1. Calvo-Zaragoza, J.; Micó, L.; Oncina, J.
    "Music staff removal with supervised pixel classification"
    International Journal on Document Analysis and Recognition, vol. 19, pp. 211-219 (2016)
    : bibtex : pdf : more info : DOI
  2. Micó, L.; Sanches, J.; Cardoso, J.
    "The vitality of pattern recognition and image analysis"
    Neurocomputing, vol. 150, pp. 124-125 (2015)
    : bibtex : more info
  3. Micó, L.; Oncina, J.
    "Dynamic Insertions in TLAESA fast NN Search Algorithm"
    Proceedings of the 22nd International Conference on Pattern Recognition, ICPR, ISBN: 978-1-4799-5208-3, Stockholm, Sweden (2014)
    : bibtex : pdf : more info
  4. Sanches, J.M.; Micó, L.; Cardoso, J.S.
    "Pattern Recognition and Image Analysis 6th Iberian Conference, IbPRIA 2013"
    Sanches, J.M.; Micó, L.; Cardoso, J.S. (Eds.) Springer, (2013)
    : bibtex : more info
  5. Serrano, A.; Micó, L.; Oncina, J.
    "Which fast nearest neighbour search algorithm to use?"
    Lecture Notes in Computer Science, vol. 7887, pp. 567-574 (2013)
    : bibtex : pdf : more info
  6. Socorro, R.; Micó, L.
    "Uso eficiente de pivotes aplicado a la búsqueda aproximada en algoritmos rápidos sobre espacios métricos"
    Computación y Sistemas, vol. 17, pp. 477-488 (2013)
    : bibtex : more info
  7. Micó, L.; Oncina, J.
    "A log square average case algorithm to make insertions in fast similarity search"
    Pattern Recognition Letters, vol. 33, pp. 1060–1065 (2012)
    : bibtex : pdf : more info
  8. Serrano, A.; Micó, L.;Oncina, J.
    "Restructuring Versus non Restructuring Insertions in MDF Indexes"
    ICPRAM 2012: 1st International Conference on Pattern Recognition Applications and Methods, ISBN: 978-989-8425-98-0, pp. 474--480, Vilamoura, Portugal (2012)
    : bibtex : pdf : more info
  9. Serrano, A.; Micó, L.;Oncina, J.
    "Impact of the Initialization in Tree-Based Fast Similarity Search Techniques"
    SIMBAD'11 Proceedings of the First international conference on Similarity-based pattern recognition , ISBN: 978-3-642-24470-4, pp. 163-176, Venecia, Italia (2011)
    : bibtex : pdf : more info
  10. Socorro, R.; Micó, L.; Oncina, J.
    "Efficient search supporting several similarity queries by reordering pivots"
    Signal Processing, Pattern Recognition, and Applications (SPPRA 2011), ISBN: 978-0-88986-865-6, pp. 114-120, Innsbruck, Austria (2011)
    : bibtex : pdf : more info
  11. Socorro, Raisa; Micó, Luisa; Oncina, Jose
    "A fast pivot-based indexing algorithm for metric spaces"
    Pattern Recognition Letters, vol. 32, pp. 1511-1516 (2011)
    : bibtex : pdf : more info
  12. Gómez-Ballester, E.; Micó, L.; Thollard, F.; Oncina, J.; Moreno-Seco, F.
    "Combining Elimination Rules in Tree-Based Nearest Neighbor Search Algorithms "
    Structural, Syntactic, and Statistical Pattern Recognition, ISBN: 978-3-642-14979-5, pp. 80--89, Cesme, Turkey (2010)
    : bibtex : pdf : more info
  13. Micó, L.; Oncina, J.
    "A Constant Average Time Algorithm to Allow Insertions in the LAESA Fast Nearest Neighbour Search Index"
    Proc. of the 20th International Conference on Pattern Recognition, ICPR 2010, Istanbul, Turkey, pp. 23--26 (2010)
    : bibtex : pdf : more info
  14. Micó, L.; Oncina, J.
    "Experimental Analysis of Insertion Costs in a Naïve Dynamic MDF-Tree"
    Lecture Notes in Computer Science, vol. 5524, pp. 402-408, Povoa do Varzim (2009)
    : bibtex : pdf
  15. de la Higuera, C.; Micó, L.
    "A Contextual Normalised Edit Distance"
    Proc. of the First International Workshop on Similarity Search and Applications, pp. 61-68, Cancún, Méjico (2008)
    : bibtex : more info
  16. Gómez-Ballester, E; Micó, L.; Oncina, J.
    "A pruning Rule Based on a Distance Sparse Table for Hierarchical Similarity Search Algorithms"
    Lecture Notes in Computer Science, vol. 5342, pp. 936-946 (2008)
    : bibtex : pdf : more info
  17. Micó, L.
    "A point of view on teaching Pattern Recognition"
    Proc. of the Teaching Machine Learning Workshop 2008, pp. 43-45, Saint Etienne, France (2008)
    : bibtex : more info
  18. Socorro, R.; Micó, L.
    "Use of Structured Pattern Representations for Combining Classifiers"
    Lecture Notes in Computer Science, vol. 5342, pp. 821-830 (2008)
    : bibtex : pdf
  19. Mazón J.N., Micó L., Moreno-Seco F.
    "New neighborhood based classification rules for metric spaces and their use in ensemble classification"
    Lecture Notes in Computer Science, vol. 4477, pp. 354-361 (2007)
    : bibtex : more info
  20. Oncina J., Thollard F., Gómez-Ballester E., Micó L., Moreno-Seco F.
    "A tabular pruning rule in tree-based pruning rule fast nearest neighbour search algorithms"
    Lecture Notes in Computer Science, vol. 4478, pp. 306-313 (2007)
    : bibtex : pdf : more info
  21. F. Moreno-Seco; J. M. Iñesta; P. Ponce de León; L. Micó
    "Comparison of Classifier Fusion Methods for Classification in Pattern Recognition Tasks"
    Lecture Notes in Computer Science, vol. 4109, pp. 705--713 (2006)
    : bibtex : pdf : more info
  22. Gómez-Ballester E.; Micó L.; Oncina J.
    "Some approaches to improve tree-based nearest neighbour search algorithms"
    Pattern Recognition, vol. 39, pp. 171-179 (2006)
    : bibtex : ps : more info
  23. L. Micó; F. Moreno-Seco; J. S. Sánchez; J. M. Sotoca; R. A. Mollineda
    "On the use of different classification rules in an editing task"
    Lecture Notes in Computer Science, vol. 4109, pp. 747--754 (2006)
    : bibtex : pdf : more info
  24. Moreno-Seco, F.; Micó, L.; Oncina, J.
    "Some improvements on NN based classifiers in metric spaces"
    Pattern Recognition: Progress, Directions and Applications, pp. 126-145 (2006)
    : bibtex : pdf
  25. Rizo, D.; Moreno-Seco, F.; Iñesta, J.M.; Micó, L.
    "Efficient search with tree-edit distance for melody recognition"
    Pattern Recognition: Progress, Directions and Applications, pp. 218-244 (2006)
    : bibtex : more info
  26. Gómez-Ballester, E.; Micó, L.; Oncina, J.
    "Testing Some Improvements of the Fukunaga and Narendra´s Fast Nearest Neighbour Search Algorithm in a Spelling Task"
    Lecture Notes in Computer Science, vol. 3523, pp. 3 - 10 (2005)
    : bibtex : pdf
  27. Moreno-Seco, F.; Micó, L.; Oncina, J
    "A new classification rule based on nearest neighbour search"
    Proceedings of the 17 International Conference on Pattern recognition 2004, pp. 408-411, Cambridge (2004)
    : bibtex : ps
  28. Rico-Juan, J. R.; Micó, L
    "Finding significant points for a handwritten classification task"
    0302-9743 - Lecture Notes in Computer Science - Lecture Notes in Artificial Intelligence, vol. 3211, pp. 440-446 (2004)
    : bibtex : pdf
  29. Gómez-Ballester, E.; Micó, L.; Oncina, J
    "Some Improvements in Tree Based Nearest Neighbour Search Algorithms"
    0302-9743 - Lecture Notes in Computer Science - Lecture Notes in Artificial Intelligence, pp. 456-463 (2003)
    : bibtex : pdf
  30. Moreno-Seco, F.; Micó, L.; Oncina, J.
    "A modification of the LAESA algorithm for approximated k-NN classification"
    Pattern Recognition Letters, vol. 22, pp. 1145-1151 (2003)
    : bibtex : pdf
  31. Moreno-Seco, F.; Micó, L.; Oncina, J.
    "Approximate nearest neighbour search with the Fukunaga and Narendra algorithm and its application to chromosome classification"
    Lecture Notes in Computer Science - Lecture Notes in Artificial Intelligence, vol. 2905, pp. 322-328 (2003)
    : bibtex : pdf
  32. Moreno-Seco, F.;Micó, L.;Oncina j.
    "Extending fast nearest neighbour search algorithms for approximate k-NN classification"
    Lecture Notes in Computer Science - Lecture Notes in Artificial Intelligence, vol. 2652, pp. 589-597 (2003)
    : bibtex : pdf
  33. Rico-Juan, J. R.; Micó, L.
    "Comparison of AESA and LAESA search algorithms using string and tree edit distances"
    Pattern Recognition Letters, vol. 24(9), pp. 1427-1436 (2003)
    : bibtex : pdf : more info
  34. Rico-Juan, J. R.; Micó, L.
    "Some results about the use of tree/string edit distances in a nearest neighbour classification task"
    Lecture Notes in Computer Science - Lecture Notes in Artificial Intelligence, vol. 2652, pp. 821-828 (2003)
    : bibtex : pdf : more info
  35. Gómez-Ballester, E.;Micó, L.;Oncina, J.
    "A fast approximated k-median algorithm"
    Lecture Notes in Computer Science - Lecture Notes in Artificial Intelligence, vol. 2396, pp. 684-690 (2002)
    : bibtex : ps
  36. Iñesta-Quereda, J.M.; Micó-Andrés, M.L.
    "Pattern Recognition in Information Systems"
    ICEIS Press, , Alicante (2002)
    : bibtex
  37. Moreno-Seco, F.;Micó, L.;Oncina, J.
    "Extending LAESA fast nearest neighbour algorithm to find the k-nearest neighbours"
    LNCS - LNAI. Proceedings of the International Workshops on Syntactical and Structural Pattern Recognition (SSPR) Windsor, Canada, vol. 2396, pp. 691-699 (2002)
    : bibtex : pdf
  38. Micó-Andrés, M.L.; Oncina, J.
    "An approximate median search algorithm in nonmetric spaces"
    Pattern Recognition Letters, pp. 1145-1151 (2001)
    : bibtex : pdf
  39. Moreno-Seco, F.; Iñesta, J.M.; Micó, L.; Oncina, J.
    "Fast k-neighbour Classification of human vertebrae levels"
    IX Simposium Nacional de Reconocimiento de Formas y Análisis de Imagen, Benicàssim (2001)
    : bibtex : ps
  40. Gómez-Ballester, E.; Forcada-Zubizarreta, M.L.; Micó-Andrés, M.L.
    "A gradient-descent method to adapt the edit-distance to a classification task"
    Pattern Recognition and Applications. Frontiers in Artificial Intelli-gence and Applications, pp. 18 (2000)
    : bibtex
  41. Moreno-Seco, F.; Oncina, J.; Micó-Andrés, M.L.
    "Improving the Linear Approximating and Eliminating Search Algorithm (LAESA) Error Rates"
    Pattern Recognition and Applications. Frontiers in Artificial Intelli-gence and Applications, pp. 43 (2000)
    : bibtex : ps
  42. Moreno-Seco,F;Micó,L.;Oncina,J.
    "A fast approximately k-nearest-neighbour search algorithm for classification tasks"
    Lecture Notes in Computer Science, vol. 1876, pp. 823-831 (2000)
    : bibtex : ps : pdf
  43. Gómez-Ballester, Eva; Forcada-Zubizarreta. Mikel L.; Micó, Luisa
    "A gradient-descent method to adapt the edit distance to a classification task"
    Pattern Recognition and Image Analysis, Proceedings of the VIII Simposium Nacional de Reconocimiento de Formas y Análisis de Imágenes, pp. 216 (1999)
    : bibtex
  44. Micó-Andrés, M.L.; Oncina, J.
    "Evaluating some fast nearest neighbour search algorithms in metric spaces"
    6th DIMACS Implementation Challenge Workshop: Near Neighbor Searches, Baltimore (Maryland) (USA) (1999)
    : bibtex
  45. Moreno-Seco, F.; Oncina, J.; Micó-Andrés, M.L.
    "Improving the LAESA algorithm error rates"
    Pattern Recognition and Image Analysis, Proceedings of the VIII Simposium Nacional de Reconocimiento de Formas y Análisis de Imágenes, pp. 419 (1999)
    : bibtex : ps
  46. Micó, L. and Oncina, J.
    "Comparison of fast nearest neighbour classifiers for handwritten character recognition"
    Pattern Recognition Letters, vol. 19, pp. 351-356 (1998)
    : bibtex : pdf
  47. Gómez-Ballester, E.; Micó-Andrés, M.L.; Oncina, J.; Forcada-Zubizarreta, M.L.
    "An empirical method to improve edit-distance parameters for a nearest-neighbor-based classification task"
    VII Spanish Symposium on Pattern Recognition and Image Analysis, Barcelona, Spain (1997)
    : bibtex
  48. Micó, L.
    "Algoritmos de búsqueda de vecinos más próximos en espacios métricos"
    PhD Thesis. Supervisors: Oncina, J.; Vidal, E.
    Universidad Politécnica de Valencia, Universidad Politécnica de Valencia (1996)
    : bibtex
  49. Micó-Andrés, M.L.; Oncina, J.; Carrasco-Jiménez, R.C.
    "A fast branch & bound nearest neighbour classifier in metric spaces"
    Pattern Recognition Letters, vol. 17, pp. 731-739 (1996)
    : bibtex : pdf
  50. Gómez-Ballester, E.; Micó-Andrés, M.L.; Oncina, J.
    "Testing the linear approximating and eliminating search algorithm in handwritten character recognition tasks"
    VI Spanish Symposium on Pattern Recognition and Image Analysis, Córdoba, Spain (1995)
    : bibtex : ps
  51. Micó-Andrés, M.L.; Oncina, J.
    "A new criterion for approximating in a recent version with linear preprocessing of the AESA algorithm"
    Advances in pattern recognition and applications, pp. 11 (1995)
    : bibtex : pdf
  52. Micó,L.;Oncina,J.;Vidal,E.
    "A new version of the Nearest-Neighbour Approximating and Eliminating Search Algorithm (AESA) with linear preprocessing time and memory requirements"
    Pattern Recognition Letters, vol. 15, pp. 9-17 (1994)
    : bibtex : pdf
  53. Micó-Andrés, M.L.; Oncina, J.
    "Nuevos criterios para la aproximación en una reciente versión con prepocesamiento lineal del algoritmo AESA"
    V Simposium Nacional de Reconocimiento de Formas y Análisis de Imagen, Valencia, Spain (1992)
    : bibtex : pdf
  54. Micó-Andrés, M.L.; Oncina, J.; Vidal, E.
    "An algorithm for finding nearest neighbours in constant average time with a linear space complexity"
    11th International Conference on Pattern Recognition, Den Haag, Holanda (1992)
    : bibtex : pdf
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