- E. Esmi, P. Sussner, and S. Sandri:
"Tunable Equivalence Fuzzy Associative Memories," in
*Fuzzy Sets and Systems**, v. 292, pp. 242-260, June 2016* *J. M. Mendel, M. R. Rajati, and P. Sussner: "On clarifying some definitions and notations used for type-2 fuzzy sets as well as some recommended changes," in**Information Sciences**, vols. 340-341, pp. 337-345, May 2016**P. Sussner: "Lattice Fuzzy Transforms from the Perspective of Mathematical Morphology," in**Fuzzy Sets and Systems**, v. 288, pp. 115-128, April 2016**E. Esmi, P. Sussner, H. Bustince, and J. Fernandez: Theta-Fuzzy Associative Memories ( Theta-FAMs)," in**IEEE Transactions on Fuzzy Systems**, v. 23, pp. 313-326, 2015**M.E. Valle and P. Sussner: "Quantale-Based Autoassociative Memories with an Application to the Storage of Color Images," in**Pattern Recognition Letters**, Vol. 34, No. 14, pp. 1589-1601, October 2013**J. J. S. de Figueiredo et al.: "Automatic detection and imaging of diffraction points using pattern recognition", in**Geophysical Prospecting**, December 2012**P. Sussner, M. Nachtegael, T. Mélange, G. Deschrijver, E. L. Esmi, E. Kerre: "Interval-Valued and Intuitionistic Fuzzy Mathematical Morphologies as Special Cases of L-Fuzzy Mathematical Morphology", in**Journal of Mathematical Imaging and Vision**, Vol. 43, No. 1, Pages 50 - 71, May 2012**P. Sussner, E. L. Esmi, I. Villaverde, M. Grana: "The Kosko Subsethood Fuzzy Associative Memory (KS-FAM): Mathematical Background and Applications in Computer Vision", in**Journal of Mathematical Imaging and Vision**, Vol. 42, Nos. 2-3, Pages 134 - 149, February 2012**Tom Mélange, Mike Nachtegael, Peter Sussner, and Etienne Kerre: "On the Construction of Interval-Valued Fuzzy Morphological Operators", in**Fuzzy Sets and Systems**, Vol. 178, No. 1, Pages 84-101, September 2011**Peter Sussner and Estevão Esmi Laureano: "Morphological Perceptrons with Competitive Learning: Lattice-Theoretical Framework and Constructive Learning Algorithm", in**Information Sciences**, Volume 181, No. 10, pp. 1929-1950, May 2011**Mike Nachtegael, Peter Sussner, Tom Mélange, and Etienne Kerre: "On the Role of Complete Lattices in Mathematical Morphology: from Tool to Uncertainty Model, in**Information Sciences**, Volume 181, No. 10, pp. 1971-1988, May 2011**M.E. Valle and P. Sussner: "Storage and Recall Capabilities of Fuzzy Morphological Associative Memories with Adjunction-Based Learning ," in**Neural Networks**, Volume 24, No. 1, pp. 75-90, January 2011**Tom Mélange, Mike Nachtegael, Peter Sussner, and Etienne Kerre: "On the Decomposition of Interval-Valued Fuzzy Morphological Operators", in**Journal of Mathematical Imaging and Vision**, Volume 36, No. 3, pp. 270-290, March 2010**M. Nachtegael, P. Sussner, T. Mélange, and E.E. Kerre: "Modelling Numerical and Spatial Uncertainty in Grayscale Image Capture Using Fuzzy Set Theory", in**Journal of Advanced Computational Intelligence and Intelligent Informatics**, Volume 13, No. 5, pp. 329-336, September 2009**P. Sussner and M.E. Valle: "Classification of Fuzzy Mathematical Morphologies Based on Concepts of Inclusion Measure and Duality," in**Journal of Mathematical Imaging and Vision**, Vol. 32, No. 2, pp. 139 - 159, October 2008**M.E. Valle and P. Sussner: "A General Framework for Fuzzy Morphological Associative Memories," in**Fuzzy Sets and Systems**, Vol. 159, No. 7, pp. 747-768, April 2008**P. Sussner and M.E. Valle: "Implicative Fuzzy Associative Memories," in**IEEE Transactions on Fuzzy Systems**, Vol. 14, No. 6, pp. 793-807, December 2006**P. Sussner and M.E. Valle: "Gray-Scale Morphological Associative Memories," in**IEEE Transactions on Neural Networks**, Vol. 17, No. 3, pp. 559-570, May 2006**P. Sussner: "Generalizing Operations of Binary Morphological Autoassociative Memories using Fuzzy Set Theory," in**Journal of Mathematical Imaging and Vision**, Special Issue on Morphological Neural Networks, Vol. 19, No. 2, pp. 81-93, September 2003**P. Sussner: "Associative Morphological Memories Based on Variations of the Kernel and Dual Kernel Methods," in**Neural Networks**, Special Issue of IJCNN 2003, Vol. 16, pp. 625-632, July 2003**M. Graña, P. Sussner, and G. X. Ritter: "Innovative Applications of Associative Morphological Memories ," in**Mathware and Softcomputing**, Vol. 10, No. 3, pp. 155-168, 2003**P. Sussner and G. X. Ritter: "Rank-based Decompositions of Morphological Templates," in**IEEE Transactions on Image Processing**, Vol. 19, No. 6, pp. 1420-1430, August 2000**P. Sussner: "Observations on Morphological Associative Memories and the Kernel Method," in**Neurocomputing**, Vol. 31, pp. 167-183, Elsevier Science, March 2000**G. X. Ritter, J. L. Diaz, and P. Sussner: "Morphological Bidirectional Associative Memories," in**Neural Networks**, Vol. 12, pp. 851-867, 1999**G. X. Ritter, P. Sussner, and J. L. Diaz: "Morphological Associative Memories," in**IEEE Transactions on Neural Networks**, Vol. 9, No. 2., pp.281-293, March 1998**P. Sussner and G. X. Ritter: "Decomposition of Gray-Scale Morphological Templates using the Rank Method," in**IEEE Transactions on Pattern Analysis and Machine Intelligence**, Vol. 19, No. 6, pp. 649-658, June 1997**P. Sussner, P. M. Pardalos, and G. X. Ritter: "On Integer Programming Approaches for Morphological Template Decomposition Problems in Computer Vision," in**Journal of Combinatorial Optimization**, (D. Du ed.), Kluwer Academic Publishers, Vol. 1, No. 2, pp. 165-178, 1997*

- P. Sussner and E.L. Esmi:
"Constructive Morphological Neural Networks: Some Theoretical Aspects and Experimental Results in Classification",
in
*Constructive Neural Networks, Vol. 258 of Studies in Computational Intelligence**, pp. 123-144, Springer Verlag, Berlin/Heidelberg, 2009* *P. Sussner and M.E. Valle: "Fuzzy Associative Memories and Their Relationship to Mathematical Morphology," in**Handbook of Granular Computing**, W. Pedrycz, A. Skowron, V. Kreinovich (Eds.), Chapter 33, Wiley, September 2008**P. Sussner and M.E. Valle " "Morphological and Certain Fuzzy Morphological Associative Memories with Applications in Classification and Prediction," in**Computational Intelligence Based on Lattice Theory**, Series: Studies in Computational Intelligence, V.G. Kaburlasos, G.X. Ritter (Eds.), Vol. 67, pp. 149-173, Springer Verlag, 2007**B. Raducanu, P. Sussner, and M. Graña: "Steps towards One-Shot Vision-Based Self-Localization," in**Biologically Inspired Robot Behavior Engineering**, Studies in Fuzziness and Soft Computing, Vol. 109, Ch. 13, pp. 365 - 394, Springer Verlag, Heidelberg, 2003**P. Sussner: "Perceptrons," in**Encyclopedia for Electrical and Electronics Engineering**, John Wiley & Sons, Vol. 16, pp. 44-59, 1999**G. X. Ritter and P. Sussner: "The Minimax Eigenvector Transform," in**Selected SPIE Papers on CD-ROM Series**, Vol. 8: Mathematical Imaging and Vision, SPIE, Bellingham, WA, 1999*

- M.E. Valle and P. Sussner:
"Memórias Associativas Nebulosas Implicativas Baseadas em Normas
Triangulares Arquimedianas,"
in
*Learning and Nonlinear Models - Revista da Sociedade Brasileira de Redes Neurais (SBRN)**, Vol. 4, No. 1, pp. 13-23, 2006*

- P. Sussner and F. Bueno: "Some experimental results in classification using hybrid fuzzy morphological/linear perceptrons,"
<\A> in
*Proceedings of the 11th International FLINS Conference on Decision Making and Soft Computing (FLINS2014),**, pp. 729-731, João Pessoa, August 2014 $* *P. Sussner and T. Schuster: "Interval-Valued Fuzzy Associative Memories Based on Representable Conjunctions with Applications in Prediction," in**Proceedings of 2013 Joint IFSA World Congress NAFIPS Annual Meeting,**, pp. 344 - 349, Edmonton, AB, Canadá, July 2013**P. Sussner and M. E. Valle: "Sparsely Connected Semilattice Associative Memories on Certain L-Fuzzy Sets," in**Proceedings do Segundo Congresso Brasileiro de Sistemas Fuzzy,**, pp. 1084 - 1098, Natal, RN, Brazil, October 2012**E. L. Esmi, P. Sussner, and M. E. Valle: "Introdução as Memórias Associativas Fuzzy-Theta," in**Proceedings do Segundo Congresso Brasileiro de Sistemas Fuzzy,**, pp. 352 - 366, Natal, RN, Brazil, October 2012**P. Sussner and M. E. Valle: "A Semilattice Approach towards Sparsely Connected Associative Memories," in**Advances in Knowledge-Based and Intelligent Information and Engineering Systems (Proceedings of KES 2012),**, Vol. 243, pp. 2180 - 2190, San Sebastian, Spain, September 2012**P. Sussner and C. R. Medeiros: "Auto-Associative Memories Based on Complete Inf-Semilattices", in**Uncertainty Modeling in Knowledge Engineering and Decision Making, Proceedings of the 10th International FLINS Conference,**, pp. 732-737, Istanbul, Turkey, August 2012**P. Sussner and C. R. Medeiros: "An Introduction to Morphological Associative Memories in Complete Lattices and Inf-Semilattices", in**Proceedings of the 2012 IEEE World Congress on Computational Intelligence,**, pp. 1419-1426 (FUZZ IEEE), Brisbane, Australia, June 2012**E. L. Esmi, P. Sussner, M. E. Valle, F. Sakuray, and L. C. Barros: "Fuzzy Associative Memories Based on Subsethood and Similarity Measures with Applications to Speaker Identification," in**Proceedings of the 7th International Conference on Hybrid Artificial Intelligent System (HAIS 2012), Part II, LNCS 7209**, pp. 467 - 478, Salamanca, Spain, March 2012**M. E. Valle, P. Sussner, and E. L. Esmi: "Spherical CIELab QAMs: Associative Memories Based on the CIELab System and Quantales for the Storage of Color Images," in**Proceedings of the 7th International Conference on Hybrid Artificial Intelligent System (HAIS 2012), Part II, LNCS 7209**, pp. 479 - 490, Salamanca, Spain, March 2012**P. Sussner, M. Nachtegael, and E. L. Esmi: "An Approach towards Edge Detection and Watershed Segmentation Based on an Interval-Valued Morphological Gradient", in**Proceedings of the 2011 World Congress in Computer Science, Computer Engineering, and Applied Computing**, Las Vegas, Nevada, U.S.A., July 2011**E.L. Esmi and P. Sussner: "A Fuzzy Associative Memory Based on Kosko's Subsethood Measure", in**Proceedings of the 2010 IEEE World Congress on Computational Intelligence,**, pp. 144-151 (IJCNN), Barcelona, Spain, July 2010**R.A. Araújo and P. Sussner: "An Increasing Hybrid Morphological-Linear Perceptron with Pseudo-Gradient-Based Learning and Phase Adjustment for Financial Time Series Prediction", in**Proceedings of the 2010 IEEE World Congress on Computational Intelligence,**, pp. 807-814 (IJCNN), Barcelona, Spain, July 2010**T. Mélange, M. Nachtegael, P. Sussner, and E.E. Kerre: "Basic Properties of the Interval-Valued Fuzzy Morphological Operators", in**Proceedings of the 2010 IEEE World Congress on Computational Intelligence,**, pp. 822-829 (FUZZ-IEEE), Barcelona, Spain, July 2010**P. Sussner and E.L. Esmi: "Introduction to the Kosko Subsethood FAM", in**Proceedings of the 5th International Conference on Hybrid Artificial Intelligence Systems**, pp. 343-350, San Sebastián, Spain, June 2010**R.A. Araújo and P. Sussner: "An Increasing Hybrid Morphological-Linear Perceptron with Evolutionary Learning and Phase Correction for Financial Time Series Forecasting", in**Proceedings of the 5th International Conference on Hybrid Artificial Intelligence Systems**, pp. 351-366, San Sebastián, Spain, June 2010**M. Nachtegael, P. Sussner, T. Melange, and E.E. Kerre: "Fuzzy Set Theory in Mathematical Morphology: from Tool to Uncertainty Model", in**Proceedings of WMSCI 2009 (13th World Multi-Conference on Systemics, Cybernetics and Informatics)**, Volume IV, 2009, pp. 149-155, Orlando, FL, U.S.A., 2009**T. Mélange, M. Nachtegael, E.E. Kerre, and P. Sussner : "Decomposition of Interval-Valued Fuzzy Morphological Operations by Weak [alpha1, alpha2]-cuts", in**Proceedings of IFSA-EUSFLAT 2009 (2009 International Fuzzy Systems Association World Congress)**, pp. 167-172, Lisbon, Portugal, 2009**P. Sussner, R. Miyasaki, and M.E. Valle: "An Introduction to Parameterized IFAM Models with Applications in Prediction", in**Proceedings of IFSA-EUSFLAT 2009**, pp. 1757-1762, Lisbon, Portugal, July 2009**P. Sussner and E.L. Esmi: "Introduction to Morphological Perceptrons with Competitive Learning", in**Proceedings of the International Joint Conference on Neural Networks 2009**, pp. 3024-3031, Atlanta, GA, U.S.A., June 2009**P. Sussner, M. Nachtegael, and T. Melange: "L-Fuzzy Mathematical Morphology: An Extension of Interval-Valued and Intuitionistic Fuzzy Mathematical Morphology", in**Proceedings of the North American Fuzzy Information Processing Society Annual Conference 2009**, Cincinnati, OH, U.S.A., June 2009**M. Nachtegael, P. Sussner, T. Melange, and E.E. Kerre: "An Interval-Valued Fuzzy Morphological Model Based on Lukasiewicz-Operators", in**Lecture Notes in Computer Science, Proceedings of Advanced Concepts for Intelligent Vision Systems**, Juan-les-Pins, France, October 2008**A. Monteiro da Silva and P. Sussner: "A Brief Review and Comparison of Feedforward Morphological Neural Networks with Applications to Classification", in**Lecture Notes in Computer Science, Proceedings of the 18th International Conference on Artificial Neural Networks**, Prague, Czech Republic, September 2008**M. Nachtegael, P. Sussner, T. Melange, and E.E. Kerre: "Modeling Numerical and Spatial Uncertainty in Grayscale Image Capture using Fuzzy Set Theory", in**Proceedings of the North-American Simulation Technology Conference 2008**, Montreal, Canada, August 2008**M. Nachtegael, P. Sussner, T. Melange, and E.E. Kerre: "Some Aspects of Interval-Valued and Intuitionistic Fuzzy Mathematical Morphology", in**Proceedings of the 2008 World Congress in Computer Science, Computer Engineering, and Applied Computing**, Las Vegas, Nevada, U.S.A., July 2008**M. E. Valle and P. Sussner: "Fuzzy Associative Memories Based on Uninorms", in**Proceedings of the IEEE International Conference on Computational Intelligence, Proceedings of FUZZ-IEEE**, pp. 1582 - 1589, Hong Kong, Republic of China, June 2008**M. E. Valle and P. Sussner: "Fuzzy Associative Memories from the Perspective of Mathematical Morphology", in**Proceedings of the IEEE International Conference on Fuzzy Systems**, pp. 829 - 834, London, United Kingdom, July 2007**P. Sussner and M.E. Valle: "Recall of Patterns Using Morphological and Certain Fuzzy Morphological Associative Memories with Applications in Classification and Prediction", in**Proceedings of the IEEE World Congress on Computational Intelligence**, pp. 209 - 216, Vancouver, Canada, July 2006**P. Sussner and M.E. Valle: "A Brief Account of the Relations between Gray-Scale Mathematical Morphologies", in**Proceedings of SIBGRAPI 2005**, pp. 79 - 86, Natal, RN, Brazil, October 2005**M.E. Valle and P. Sussner: "IFAMs - Memórias Associativas Baseadas no Aprendizado Nebuloso Implicativo", in**Proceedings of CBRN 2005**, Natal, RN, Brazil, October 2005**P. Sussner: "New Results on Binary Auto- and Heteroassociative Morphological Memories", in**Proceedings of the International Joint Conference on Neural Networks**, pp. 1199 - 1204, Montreal, Canada, August 2005**P. Sussner: "Recall of Patterns Using Binary and Gray-Scale Autoassociative Morphological Memories", in**Mathematical Methods in Pattern and Image Analysis , Proceedings of SPIE**, 59160M(1-10), San Diego, CA, U.S.A., August 2005**M.E. Valle, P. Sussner, and F. Gomide: "Introduction to Implicative Fuzzy Associative Memories," in**Proceedings of the International Joint Conference on Neural Networks**, pp. 925 - 931, Budapest, Hungary, July 2004**P. Sussner: "Binary Autoassociative Morphological Memories Derived from the Kernel Method and the Dual Kernel Method", in**Proceedings of the International Joint Conference on Neural Networks**, pp. 236 - 241, Portland, OR, U.S.A., July 2003**P. Sussner: "A Fuzzy Autoassociative Morphological Memory", in**Proceedings of the International Joint Conference on Neural Networks**, pp. 326 - 331, Portland, OR, U.S.A., July 2003**P. Sussner: "Fuzzy Operations for Binary Autoassociative Morphological Memories", in**Proceedings of the International Conference "Recent Advances in Soft Computing 2002"**, pp. 417 - 422, Nottingham, United Kingdom, Dezember 2002**M. Grana, B. Raducanu, P. Sussner, G. Ritter: "On Endmember Detection in Hyperspectral Images with Morphological Associative Memories", in**Proceedings of IBERAMIA 2002**, pp. 526 - 535, Seville, Spain, November 2002**P. Sussner: "A Relationship between Binary Autoassociative Morphological Memories and Fuzzy Set Theory", in**Proceedings of the International Joint Conference on Neural Networks**, pp. 2512 - 2517, Washington, DC, U.S.A., July 2001**B. Raducanu, M. Grana, and P. Sussner: "Morphological Neural Networks for Vision Based Self-Localization", in**Proceedings of the International Conference on Robotics and Automation**, pp. 2059-2064, Seoul, South Korea, May 2001**B. Raducanu, M. Grana, and P. Sussner: "Advances in Mobile Robot Self-Localization using Morphological Neural Networks", in**Proceedings of IFAC 2001**, pp. 146-151, Cheju Island, South Korea, May 2001**P. Sussner: "A Combination of an Autoassociative Morphological Memory and the Kernel Method", in**Applications and Science of Neural Networks, Fuzzy Systems, and Evolutionary Computation III**, Proceedings of SPIE, San Diego, CA, U.S.A., August 2000**P. Sussner: "Fixed Points of Autoassociative Morphological Memories", in Proceedings of the**International Joint Conference on Neural Networks**, Vol. 5, pp. 611-616, Como, Italy, July 2000**P. Sussner: "Morphological Perceptron Learning," in the proceedings of the**1998 International Symposium on Intelligent Systems and Semiotics**, pp. 477-482, Gaithersburg, Maryland, September 1998**P. Sussner: "Kernels for Morphological Associative Memories," in the proceedings of the**International ICSC/IFAC Symposium on Neural Computation**, pp. 79-85, Vienna, Austria, September 1998**G. X. Ritter and P. Sussner: "Morphological Perceptrons," in the proceeding of**International Conference on Intelligent Systems and Semiotics - A Learning Perspective**, Gaithersburg, Maryland, September 1997**G. X. Ritter, P. Sussner, and W. B. Hacker: "Associative Memories with Infinite Storage Capacities," in the proceedings of the**International Conference on Systems Research and Cybernetics**, Baden-Baden, Germany, 1997**G. X. Ritter and P. Sussner: "Associative Memories Based on Lattice Algebra," in the proceedings of the**1997 IEEE International Conference on Systems, Man, and Cybernetics**, pp. 3570-3575, Orlando, Florida, 1997**G. X. Ritter and P. Sussner: "Morphological Neural Networks," in the proceedings of the international multidisciplinary conference on**Intelligent Systems: A Semiotic Perspective**, pp. 221-226, Gaithersburg, Maryland, October 1996**G. X. Ritter and P. Sussner: "An Introduction to Morphological Neural Networks," in**Proceedings of the 13th International Conference on Pattern Recognition**,Volume IV, Track D, pp. 709-717, Vienna, Austria, April 1996**P. Sussner, P. M. Pardalos, and G. X. Ritter: "Global Optimization Problems in Computer Vision" in the proceedings of the international conference on**State of the Art in Global Optimization: Computational Methods and Applications**, (C. Floudas and P. Pardalos eds.), pp. 457-474, Princeton University, April 1995**G. X. Ritter and P. Sussner: "The Minimax Eigenvector Transform," in**Image Algebra and Morphological Image Processing III**, Proceedings of SPIE, pp. 276-282, San Diego, CA, July 1992*

- P. Sussner: "Some Approaches towards Lattice Computing in Mathematical Morphology and Computational Intelligence,"
<\A> in
*Proceedings of the 11th International FLINS Conference on Decision Making and Soft Computing (FLINS2014),**, p. L-18, João Pessoa, August 2014*