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  Department of Software and Computing Systems.
  University of Alicante.
  E-03080 Alicante.
  Spain
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      : 1988 Calvo-Zaragoza, J.; Pertusa, A.; Gallego, A.-J.;  Iñesta, J.M.; Mico, L.; Oncina, J.; Perez-Sancho, C.; Ponce de León, P.J.; Rizo, D."MultiScore Project: Multimodal Transcription of Music Scores"
 Proceedings of the 14th Machine Learning and Music Workshop, pp. 3
    (2021)
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L. Micó, J. Oncina & J.M. Iñesta"Adaptively Learning to Recognize Symbols in Handwritten Early Music"
 Machine Learning and Knowledge Discovery in Databases, ISBN: 978-3-030-43887-6, pp. 470--477
    (2020)
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Micó, L.; Oncina, J.; Iñesta, J.M."Adaptively learning to recognize symbols in handwritten early music"
 procedings of the ECML/PKDD 12th International Workshop on Machine Learning and Music (MML 2019), Würzburg (Germany)
    (2019)
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Iñesta, J.M.; Ponce de León, P.J.; Rizo, D.; Oncina, J.; Micó L.; Rico-Juan, J.R.; Pérez-Sancho, C.; Pertusa, A."HISPAMUS: Handwritten Spanish Music Heritage Preservation by Automatic Transcription"
 Proceedings of the 1st Workshop on Reading Music Systems, WoRMS, pp. 17--18, Paris
    (2018)
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      :   Workshop site
Calvo-Zaragoza, J.: Pertusa, A.; Oncina, J."Staff-line detection and removal using a convolutional neural network"
 Machine Vision and Applications, pp. 1-10
    (2017)
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      :   URL
Calvo-Zaragoza, J.; Oncina, J."Recognition of Pen-based Music Notation with Finite-State Machines"
 Expert Systems With Applications, vol. 72, pp. 395-406
    (2017)
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      :   DOI
Calvo-Zaragoza, J.; Oncina, J."An efficient approach for Interactive Sequential Pattern Recognition"
 Pattern Recognition, vol. 64, pp. 295-304
    (2017)
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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)
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Calvo-Zaragoza, J.; Oncina, J.; De la Higuera, C."Computing the Expected Edit Distance from a String to a PFA"
 21st International Conference Implementation and Application of Automata, pp. 39-50
    (2016)
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Calvo-Zaragoza, J.; Oncina, J."Clustering of Strokes from Pen-based Music Notation: An Experimental Study"
 7th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), ISBN: 978-3-319-19389-2, pp. 633-640, Santiago de Compostela, Spain
    (2015)
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Calvo-Zaragoza, J.; Oncina, J."Recognition of Pen-based Music Notation with Probabilistic Machines"
 Proceedings of the 7th International Workshop on Machine Learning and Music , Barcelona, Spain
    (2014)
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Calvo-Zaragoza, J; Oncina, J."Recognition of Pen-Based Music Notation: the HOMUS dataset"
 Proceedings of the 22nd International Conference on Pattern Recognition, ISBN: 978-1-4799-5208-3, pp. 3038-3043, Stockholm, Sweden
    (2014)
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de la Higuera, C.; Oncina, J."The most probable string: an algorithmic study "
 Journal of Logic and Computation, vol. 24, pp. 311-330
    (2014)
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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)
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Calvo-Zaragoza, J., Oncina, J."Human-Computer Interaction for Optical Music Recognition tasks"
 Actas del III Workshop de Reconocimiento de Formas y Análisis de Imágenes, ISBN: 978-84-695-8332-6, pp. 9-12, Madrid, Spain
    (2013)
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Calvo-Zaragoza, J; Oncina, J; Iñesta J. M."Recognition of Online Handwritten Music Symbols"
 Proceedings of the 6th International Workshop on Machine Learning and Music, Prague, Czech Republic
    (2013)
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de la Higuera, C.; Oncina, J."Computing the Most Probable String with a Probabilistic Finite State Machine"
 Proceedings of the 11th International Conference on Finite State Methods and Natural Language Processing, pp. 1-8
    (2013)
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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)
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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)
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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)
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de la Higuera, C.; Oncina, J."Finding the most probable string and the consensus string: an algorithmic study"
 In: 12th International Conference on Parsing Technologies (IWPT 2011), pp. 26-36, Dublin
    (2011)
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Oncina, J;  Rodríguez, R."Interactive Text Generation"
 Multimodal Interactive Pattern Recognition and Applications, ISBN: 978-0-85729-478-4, pp. 195-207
    (2011)
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Oncina, Jose; Vidal, Enrique"Interactive Structured Output Prediction: Application to Chromosome Classification"
 Pattern Recognition and Image Analysis (LNCS), vol. 6669, pp. 256-264
    (2011)
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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)
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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)
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Socorro, Raisa; Micó, Luisa; Oncina, Jose"A fast pivot-based indexing algorithm for metric spaces"
 Pattern Recognition Letters, vol. 32, pp. 1511-1516
    (2011)
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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)
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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)
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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)
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Oncina, J."Optimum Algorithm to Minimize Human Interactions in Sequential Computer Assisted Pattern Recognition"
 Pattern Recognition Letters, vol. 30, pp. 558-563
    (2009)
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Boyer, L.; Esposito, Y.; Habrard, A.; Oncina, J.; Sebban, M."SEDiL: Software for Edit Distance Learning"
 Lecture Notes in Computer Science. Machine Learning and Knowledge Discovery in Databases, vol. 5212, pp. 672-677
    (2008)
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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)
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Olivares-Rodríguez, C.; Oncina, J."A Stochastic Approach to Median String Computation"
 Lecture Notes in Computer Science, vol. 5342, pp. 431–440
    (2008)
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Oncina, J."Using Multiplicity Automata to Identify Transducer Relations from Membership and Equivalence Queries"
 Lecture Notes in Computer Science. Grammatical Inference: Algorithms and Applications, pp. 154-162
    (2008)
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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)
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Calera-Rubio, J.; Oncina, J."Left/Right Deterministic Linear Languages Identification"
 Pattern Recognition: Progress, Directions and Applications, pp. 313-326
    (2006)
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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)
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Habrard, A; Oncina, J."Learning Multiplicity Tree Automata"
 Lecture Notes in Artificial Intelligence. Grammatical Inference: Algorithms and Applications, vol. 4201, pp. 268-280
    (2006)
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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)
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Oncina, J.; Sebban, M."Learning stochastic edit distance: Application in handwritten character recognition"
 Pattern Recognition, vol. 39, pp. 1575-1587
    (2006)
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Oncina, J.; Sebban, M."Using Learned Conditional Distributions as Edit Distance"
 Lecture Notes in Aritficial Intelligence. Proceedings of the S+SSPR, vol. 4109, pp. 403-411
    (2006)
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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)
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Oncina, J.; Sebban, M"Learning Unbiased Stochastic Edit Distance in the form of a Memoryless Finite-State Transducer"
 International Joint Conference on Machine Learning. Workshop: Grammatical Inference Applications: Successes and Future Challenge
    (2005)
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Calera-Rubio, J.; Oncina, J"Identifying Left-Right Deterministic Linear Languages"
 0302-9743 - Lecture Notes in Computer Science - Lecture Notes in Artificial Intelligence, vol. 3264, pp. 283-284
    (2004)
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de la Higuera, C.; Oncina, J"Learning Stochastic Finite Automata"
 0302-9743 - Lecture Notes in Computer Science - Lecture Notes in Artificial Intelligence, vol. 3264, pp. 175-186
    (2004)
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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)
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Colin de la Higuera, C.; Adriaans, P.; Van Zaanen, M.; Oncina, J."Learning Context-Free Grammars"
 Ruder Boskovic Institute,	, ISBN: 953-6690-39-X, Zagreb, Croacia
    (2003)
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De La Higuera, C.;Oncina,J."Identification with Probability One of Stochastic Deterministic Linear Languages"
 Lecture Notes in Computer Science - Lecture Notes in Artificial Intelligence, vol. 2842, pp. 247-258
    (2003)
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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)
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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)
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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)
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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)
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De La Higuera,C.;Oncina, J"Learning deterministic linear languages"
 Lecture Notes in Computer Science - Lecture Notes in Artificial Intelligence, vol. 2375, pp. 185-200
    (2002)
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De La Higuera,C.;Oncina, J."On sufficient conditions to identify in the limmit classes of grammars from polynomial time and data"
 Lecture Notes in Computer Science - Lecture Notes in Artificial Intelligence, vol. 2484, pp. 134-148
    (2002)
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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)
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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)
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Carrasco-Jiménez, R.C.; Oncina, J.; Calera-Rubio, J."Stochastic inference of regular tree languages"
 Machine Learning, pp. 185-197
    (2001)
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Micó, L.; Oncina, J."Extending a scalar median search algorithm (remedian) to non-metric spaces"
 Simposium Nacional de Reconocimiento de Formas y Análisis de Imagen (SNRFAI)
    (2001)
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Micó-Andrés, M.L.; Oncina, J."An approximate median search algorithm in nonmetric spaces"
 Pattern Recognition Letters, pp. 1145-1151
    (2001)
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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)
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Calera-Rubio, J.; Carrasco-Jiménez, R.C.; Oncina, J."Tree languages arithmetic compression"
 Pattern Recognition and Applications. Frontiers in Artificial Intelli-gence and Applications, pp. 58
    (2000)
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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)
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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)
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Calera-Rubio, J.; Carrasco-Jiménez, R.C.; Oncina, J"Tree languages arithmetic compression"
 Proceedings of the VIII Simposium Nacional de Reconocimiento de Formas y Análisis de Imagen (SNRFAI 99), Bilbao
    (1999)
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Carrasco-Jiménez, R.C.; Oncina, J."Learning deterministic regular grammars from stochastic samples in polynomial time"
 Rairo-Informatique Theorique Et Applications-Theoretical Informatics and Ap, vol. 33, pp. 1-20
    (1999)
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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)
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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)
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Carrasco,Rafael C.;Oncina, J.; Calera-Rubio, Jorge"Stochastic Inference of Regular Tree Languages"
 Lecture Notes in Computer Science - Lecture Notes in Artificial Intelligence, vol. 1433, pp. 187-198
    (1998)
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Castellanos, A., Vidal, E., Varo, M. A., and Oncina, J."Language understanding and subsequential transducer learning"
 Computer Speech and Language, vol. 12, pp. 193-228
    (1998)
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Micó, L. and Oncina, J."Comparison of fast nearest neighbour classifiers for handwritten character recognition"
 Pattern Recognition Letters, vol. 19, pp. 351-356
    (1998)
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Oncina,J."The data driven approach applied to the OSTIA algorithm"
 Lecture Notes in Computer Science - Lecture Notes in Artificial Intelligence, vol. 1433, pp. 50-56
    (1998)
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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)
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Quiles, J.A.; Salas, F.; Oncina, J.; Balboa, R. M."The Fishbone Model Applied to Bidimensional Object Location"
 VII Simposium Nacional de Reconocimiento de Formas y Análisis de Imágen, Barcelona, Spain
    (1997)
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De La Higuera,C.;Oncina,J.;Vidal,E."Identification of DFA: data-dependent versus data-independent algorithms"
 Lecture Notes in Computer Science - Lecture Notes in Artificial Intelligence, vol. 1147, pp. 313-325
    (1996)
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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)
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Oncina, J."The Cocke-Younger-Kasami algorithm for cyclic strings"
 13th International Conference on Pattern Recognition, ISBN: 0-8186-7282-X, Viena, Austria
    (1996)
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Oncina,J.;Varó,M.A."Using domain information during the learning of a subsequential transducer"
 Lecture Notes in Computer Science - Lecture Notes in Artificial Intelligence, pp. 313-325
    (1996)
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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)
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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)
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Carrasco,R.C.,Oncina,J."Learning Stochastic Regular Grammars by Means of a State Merging Method"
 Lecture Notes in Computer Science - Lecture Notes in Artificial Intelligence, vol. 862, pp. 130-152
    (1994)
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Jiménez, V.M.; Vidal, E.; Oncina, J.; Castellanos, A.; Rulot, H.M.; Sánchez, J.A."Spoken-Language Machine Translation in Limited-Domain Tasks"
 Proceedings in Artificial Intelligence: CRIM/FORWISS Workshop on Progress and Prospects of Speech Research and Technology, pp. 262-265
    (1994)
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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)
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Oncina, J.; Carrasco-Jiménez, R.C. (Eds.)"Grammatical Inference and Applications"
 Springer-Verlag,	, ISBN: 3-540-58473-0, Berlín
    (1994)
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Oncina, J.; Castellanos, A.; Vidal, E.; Jiménez, V."Corpus-Based Machine Translation through Subsequential Transducers"
 3rd International Conference on the Cognitive Science of Natural Language Processing, Dublin, Irlanda
    (1994)
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Carrasco-Jiménez, R.C.; Oncina, J."Aprendizaje de gramáticas regulares estocásticas mediante un método de fusión de estados"
 Actas de la V Conferencia de la Asociación Española para la Inteligencia Artifcial
    (1993)
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Corbí-Bellot, A.M.; Oncina, J.; García, P."Learning regular languages from a complete sample by error correcting techniques"
 Gramatical inference theory, applications and alternatives (1993), Essex, Reino Unido
    (1993)
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Oncina, J.; García, P.; Vidal, E."Learning Subsequential Transducers for Pattern Recognition Interpretation Tasks"
 Ieee Transactions on Pattern Analysis and Machine Intelligence, vol. 15, pp. 448-458
    (1993)
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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)
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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)
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Oncina, J.; García, P."Identifying regular languages in polynomial time"
 Advances in Structural and Syntactic Pattern Recognition
    (1992)
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Oncina, J.; García, P."Inferring regular languages in polynomial update time"
 Pattern Recognition and Image Analysis
    (1992)
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Oncina, J.; García, P.; Vidal, E."Transducer Learning on Pattern Recognition"
 11th International Conference on Pattern Recognition, Den Haag, Holanda
    (1992)
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Segarra,E.;García,P.;Oncina,J.;Suárez,A."On the use of negative samples in the MGGI methodology and its application for difficult vocabulary recognition tasks"
 Lecture Notes in Computer Science - Lecture Notes in Artificial Intelligence
    (1991)
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García, P.; Vidal, E.; Oncina, J."Learning Locally Testable Languages in the Strict Sense"
 Workshop on Algorithmic Learning Theory (ATL 90), Tokio, January
    (1990)
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Oncina, J.; García, P."Un algoritmo de inferencia de lenguajes regulares usando datos positivos y negativos"
 IV Simposium Nacional de Reconocimiento de Formas y Análisis de Imagen, Granada, Spain
    (1990)
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Oncina, J.; García, P."Inferring Regular Languages form Positive and Negative Examples"
 Summer School on Machine Learning, Urbino, Italia
    (1989)
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Oncina, J.; Casacuberta, F.; Benedí, J."Un analizador sintáctico eficiente para frases de símbolos alternativos"
 III Simposium Nacional de Reconocimiento de Formas y Análisis de Imagen, Oviedo, Spain
    (1988)
 : bibtex
      : pdf
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