ENRIQUE CARLOS SEGURA

Publicaciones

- G. Lado y E. C. Segura; Gradient omissive descent is a minimization algorithm; Int. J. on Soft Computing, Artificial Intelligence and Applications, 8(1):37-45 (2019).

- G. Lado y E. C. Segura; Effective vector representations for variable length symbol sequences; Proc. Fourth International Conference on Artificial Intelligence and Applications (AIAP-2017), Viena, pp. 27-34 (2017).

- E. C. Segura; Information, Stability and Learning Complexity in Associative Memories; Int. J. Management Sciences and Operations Research, 1(1): 49-53 (2016).

- E. C. Segura; On the Approximation of the Inverse Dynamics of a Robotic Manipulator by a Neural Network Trained with a Stochastic Learning Algorithm; revista INGE CUC, 9(2): 39-43 (2014).

- L. M. Seijas y E. C. Segura; A Wavelet-based Descriptor for Handwritten Numeral Classification; Proc. XIII Int. Conf. on Frontiers in Handwriting Recognition (ICFHR 2012), Bari, 649-654 (2012).

- G. D. Corti Bielsa, E. C. Segura y W. M. Farina; Modeling information transfer in honey bees; Proc. Apimondia XXXXII International Apicultural Congress (poster), Buenos Aires (2011). [imagen jpeg]

- A. D'Onofrio, J. P. Boulanger y E. C. Segura; CHAC: A weather pattern classification system for regional climate downscaling of daily precipitation; Climatic Change 98:405- 427 (2010).

- E. C. Segura; Associative Memory in a Continuous Metric Space: A Theoretical Foundation ; Computacion y Sistemas, 13 (2): 161-186 (2009).

- L. M. Seijas y E. C. Segura; Detection of Ambiguous Patterns Using SVMs: Application to Handwritten Numeral Recognition; Lecture Notes on Computer Science, 5702:840-847 (Proc. 13th Int. Conf. on Computer Analysis of Images and Patterns), Springer-Verlag (2009).

- V. C. Estrada, A. Nakao y E. C. Segura; Classifyng computer session data using selforganizing maps; Proc. Int. Conf. on Computational Intelligence and Security (CIS 2009), Beijing (2009).

- A. D'Onofrio, J. P. Boulanger y E. C. Segura; A weather pattern classification system for regional climate downscaling of daily precipitation over Argentina; Proceedings 9th ICSHMO Conference, Melbourne (2009).

- E. C. Segura; Infinite Dimensional Associative Memories: Foundations (with Theorems); Res. Computing Science, 28: 15-28 (2007).

- E. C. Segura; Topologically Continuous Associative Memory: a Theoretical Foundation; Proc. III Indian Int. Conf. on Artificial Intelligence, Pune, India (2007). [documento pdf]

- L. M. Seijas y E. C. Segura; Detection of ambiguous patterns in a SOM based recognition system: application to handwritten numeral classification; Proc. 6th Int. Workshop on Self-Organizing Maps (WSOM 2007, Bielefeld) (2007). [documento pdf]

- J.-P. Boulanger, F. Martinez, O. Penalba y E. C. Segura; The Neural Network Weather Generator (NNGEN). Improving stochastic simulation of daily precipitation with NNGEN-P; Climate Dynamics, 28 (2-3): 307-324 (2007). [documento pdf]

- J.-P. Boulanger, F. Martinez y E. C. Segura; Projection of future climate change conditions using IPCC simulations, Neural Networks and Bayesian statistics. PART 2: Precipitation mean state and seasonal cycle in South America; Climate Dynamics, 28: 255-271 (2007). [documento pdf]

- E. C. Segura; Optimisation with Simulated Annealing through Regularisation of the Target Function, Proc. XII Congreso Arg. de Ciencias de la Computacion, Potrero de los Funes (2006). [documento pdf]

- J.-P. Boulanger, F. Martinez y E. C. Segura; Projection of future climate change conditions using IPCC simulations, Neural Networks and Bayesian statistics. PART 1: Temperature mean state and seasonal cycle in South America; Climate Dynamics, 27 (2-3): 233-259 (2006). [documento pdf]

- E. C. Segura y Robin Whitty; Modelling Human Intelligence: a Learning Algorithm, Lecture Notes on Computer Science, 3789:1-10 (MICAI'05: Advances in Artificial Intelligence), Springer-Verlag (2005). [documento pdf]

- E. C. Segura; Evolutionary Computation with Simulated Annealing: Conditions for Optimal Equilibrium Distribution, Journal of Computer Science and Technology, 5 (4): 178-182 (2005). [documento pdf]

- L. M. Seijas y E. C. Segura; A Hybrid Neural Network Model for Pattern Recognition: Solving Ambiguities and Explaining Answers, Proc. II Argentine Symposium on Information Systems (ASIS) 2005. 34 JAIIO, Rosario, Argentina (2005). [documento pdf]

- E. C. Segura y R. Whitty; A Learning Mechanism that can Compute and its Implications for Modelling Human Intelligence; Proc. XX Workshop Eur. Soc. for the Study of Cognitive Systems, Londres (2005).

- E. C. Segura; Associative memories for pedestrians: some variations on a theme by Hopfield, Cognitive Systems, 6 (1): 55-68 (2003).

- L. M. Seijas y E. C. Segura; Un clasificador neuronal que explica sus respuestas: aplicación al reconocimiento de dígitos manuscritos; Proc. IX Congreso Argentino de Ciencias de la Computación (CACIC 2003), La Plata, Argentina (2003) [documento pdf]

- E. C. Segura y R. P. J. Perazzo; Biologically Plausible Associative Memory: Continuous Unit Response + Stochastic Dynamics, Neural Processing Letters 16 (3): 243-257 (2002). [documento pdf]

- E. C. Segura; Associative Memories for pedestrians: some variations on a theme by Hopfield, Proceedings of the Special Workshop on Multidisciplinary Aspects of Learning (abstract), Paris (2002).

- E. C. Segura; Associative Memories: randomness, continuity and biological plausibility, Proceedings CACIC 2001, El Calafate, Argentina (2001). [documento pdf]

- E. C. Segura y R. P. J. Perazzo; Associative Memories in Infinite Dimensional spaces; Neural Processing Letters, 12 (2): 129-144 (2000). [documento pdf]

- E. C. Segura; Memorias asociativas en espacios de dimensión infinita; Tesis de Doctorado en Matemáticas, Universidad de Buenos Aires (1999).

- E. C. Segura; Aproximación de la dinámica inversa de un manipulador robótico mediante un algoritmo estocástico de aprendizaje en redes neuronales; en F. Levstein y C. Olmos (Eds.), Trabajos de Matemática (Proc. II Int. Workshop on (Semi)numerical Techniques in Polynomial Equation Solving, TERA'97), Córdoba, UNC, pp. 106-113. (1997) [documento pdf]

- B. Cernuschi Frías y E. C. Segura; Concept learning in Hopfield associative memories trained with noisy examples using the Hebb rule; Proc. VII RPIC (1997).

- E. C. Segura; A non parametric method for video camera calibration using a neural network; Proc. Int. Symp. Multi-Technology Information Processing, Hsinchu, Taiwan (1996). [documento pdf]

- A. B. Martínez, R. M. Planas y E. C. Segura; Disposición anular de cámaras sobre un robot móvil; Proc. XVII Jornadas de Automática Santander 96, Santander, España (1996).

- E. C. Segura; On the relation between entropy, information and stability in Hopfield memories; Memorias XX Conferencia Latinoamericana de Informática, México, Limusa, pp. 333-343 (1994). [documento pdf]

- E. C. Segura; Training a Hopfield memory with noisy examples; Proc. IEEE ICNN, San Francisco, CA, pp. 1075-1080 (1993).

- B. Cernuschi Frías y E. C. Segura; A neural network approach for position invariant pattern classification; Anales IV Reunión de Trabajo en Procesamiento de la Información y Control (RPIC'91), Buenos Aires, pp. 257-262 (1991).

- E. C. Segura y B. Cernuschi Frias; A method for the approximation of continuous functions using Simulated Annealing; Proc. II Makuhari International Conference on High Technology, Chiba, Japon, pp. 143-146 (1991).

- E. C. Segura y B. Cernuschi Frias; Pattern classification using neural networks, with invariance under rotations, translations and scaling; abstract en Proc. International Neural Network Conference, Paris (1990).

- B. Cernuschi Frias, A. Blumenkrans y E. C. Segura; Reconocimiento de formas mediante coordenadas logpolares con invariancia a traslaciones, rotaciones y escalajes; Anales del III Simposio Brasileño de Computación Gráfica y Procesamiento de Imágenes, Gramado, Brasil, pp. 360-370 (1990).

- E. C. Segura y B. Cernuschi Frias; Self-learning Simulated Annealing; in Maureen Caudill (Ed.), IJCNN-90-WASH-DC, Washington DC, Vol. 1, pp. 463-467, Lawrence Erlbaum Associates, Pub. (1990).

- R. García y E. C. Segura; Síntesis de controles bang-bang utilizando Simulated Annealing; Anales RPI'89, La Plata (1989).

- A. Blumenkrans y E. C. Segura; Aplicación de modelos estadísticos al procesamiento y análisis de imágenes; Anales III Reunión de Trabajo en Procesamiento de la Información (RPI'89), La Plata (l989).

- B. Cernuschi Frías, N. Barraza, A. Blumenkrans y E. C. Segura; Modelos estocásticos y su aplicación en optimización combinatoria, análisis de imágenes y cambios de fase; Actas II Laboratorio Matematico de Invierno, Mendoza, pp. 147-186 (1988).

- E. C. Segura; Simulated annealing y optimización estocástica para problemas combinatorios complejos; Tesis de Licenciatura en Matemáticas, Buenos Aires (1987).

- G. Chalkoff y E. C. Segura; Sistema procesador de la palabra; Tesis de Licenciatura en Ciencias de la Computación, Buenos Aires (1983).

 

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