Theoretical Foundations for the Alpha-Beta Associative Memories: 10 Years of Derived Extensions, Models, and Applications

[1]  Oscar Camacho Nieto,et al.  The Naïve Associative Classifier (NAC): A novel, simple, transparent, and accurate classification model evaluated on financial data , 2017, Neurocomputing.

[2]  Oscar Camacho Nieto,et al.  Pattern classification using smallest normalized difference associative memory , 2017, Pattern Recognit. Lett..

[3]  Oscar Camacho Nieto,et al.  Instance-based ontology matching for e-learning material using an associative pattern classifier , 2017, Comput. Hum. Behav..

[4]  Cornelio Yáñez-Márquez,et al.  Social Web Content Enhancement in a Distance Learning Environment: Intelligent Metadata Generation for Resources , 2017 .

[5]  Cornelio Yáñez-Márquez,et al.  Instance-Based Ontology Matching For Open and Distance Learning Materials , 2017 .

[6]  Cornelio Yáñez-Márquez,et al.  PREDICTIVE ANALYTICS USING MACHINE LEARNING Metaheuristic optimization of multivariate adaptive regression splines for predicting the schedule of software projects , 2015 .

[7]  M. Tarkov Oscillatory neural associative memories with synapses based on memristor bridges , 2016, Optical Memory and Neural Networks.

[8]  Matthias Löwe,et al.  On the capacity of an associative memory model based on neural cliques , 2015 .

[9]  Oscar Camacho Nieto,et al.  Collaborative learning based on associative models: Application to pattern classification in medical datasets , 2015, Comput. Hum. Behav..

[10]  Oscar Camacho Nieto,et al.  Collaborative learning in postgraduate level courses , 2015, Comput. Hum. Behav..

[11]  Cornelio Yáñez-Márquez,et al.  Data Stream Classification Based on the Gamma Classifier , 2015 .

[12]  Oscar Camacho Nieto,et al.  Clasificador de Heaviside , 2015 .

[13]  Yenny Villuendas,et al.  Evolutive Improvement of Parameters in an Associative Classifier , 2015, IEEE Latin America Transactions.

[14]  Cornelio Yáñez-Márquez,et al.  Evolutionary Approach to Feature Selection with Associative Models , 2014, Res. Comput. Sci..

[15]  Oscar Camacho Nieto,et al.  Currency Exchange Rate Forecasting using Associative Models , 2014, Res. Comput. Sci..

[16]  Cornelio Yáñez-Márquez,et al.  A novel associative model for time series data mining , 2014, Pattern Recognit. Lett..

[17]  Cornelio Yáñez-Márquez,et al.  One-Hot Vector Hybrid Associative Classifier for Medical Data Classification , 2014, PloS one.

[18]  A. Wichert,et al.  Taxonomical Associative Memory , 2014, Cognitive Computation.

[19]  Min Wang,et al.  Multistability in a Multidirectional Associative Memory Neural Network with Delays , 2013, J. Appl. Math..

[20]  Cornelio Yáñez-Márquez,et al.  Associative Model for the Forecasting of Time Series Based on the Gamma Classifier , 2013, MCPR.

[21]  I. Lopez-Yanez,et al.  BDD-based Algorithm for the Minimum Spanning Tree in Wireless Ad-hoc Network Routing , 2013, IEEE Latin America Transactions.

[22]  Oscar Camacho-Nieto,et al.  Feature Selection using Associative Memory Paradigm and Parallel Computing , 2013 .

[23]  Cornelio Yáñez-Márquez,et al.  Bidirectional associative memories: Different approaches , 2013, CSUR.

[24]  B. L. Benoso,et al.  Alpha-Beta cellular automata , 2012 .

[25]  Cornelio Yáñez-Márquez,et al.  Autómatas celulares alfa-beta , 2012, Computación y Sistemas.

[26]  Roberto Sepúlveda Lima,et al.  A Novel Solution to the Secure Exchange of Environmental Engineering Education Data , 2012 .

[27]  Catalán-Salgado Edgar Armando,et al.  Significative Learning Using Alpha-Beta Associative Memories , 2012, CIARP 2012.

[28]  Oscar Camacho Nieto,et al.  An associative memory approach to medical decision support systems , 2012, Comput. Methods Programs Biomed..

[29]  Cornelio Yáñez-Márquez,et al.  Reconocimiento automático de voz emotiva con memorias asociativas Alfa-Beta SVM , 2011, Polibits.

[30]  Cornelio Yáñez Márquez,et al.  Automatic Emotional Speech Recognition with Alpha-Beta SVM Associative Memories , 2011 .

[31]  Oscar Camacho Nieto,et al.  Automatic detection of cranial fractures in radiological images using a pattern classifier , 2011 .

[32]  Oscar Camacho Nieto,et al.  Pollutants Time-Series Prediction using the Gamma Classifier , 2011, Int. J. Comput. Intell. Syst..

[33]  Andreas Knoblauch,et al.  Neural Associative Memory with Optimal Bayesian Learning , 2011, Neural Computation.

[34]  Cornelio Yáñez-Márquez,et al.  Associative Models for Storing and Retrieving Concept Lattices , 2010 .

[35]  Enrique Guzmán,et al.  Vector Quantization Algorithm Based on Associative Memories , 2009, MICAI.

[36]  Cornelio Yáñez-Márquez,et al.  Forecasting Air Quality Data with the Gamma Classifier , 2009 .

[37]  M.A. Aguilar-Torres,et al.  A Real Time Artificial Vision Implementation for Quality Inspection of Industrial Products , 2008, 2008 Electronics, Robotics and Automotive Mechanics Conference (CERMA '08).

[38]  I. Lopez-Yaez,et al.  Application of the Gamma Classifier to Environmental Data Prediction , 2008, 2008 Electronics, Robotics and Automotive Mechanics Conference (CERMA '08).

[39]  E.A.C. Salgado,et al.  Simplification of the Learning Phase in the Alpha-Beta Associative Memories , 2008, 2008 Electronics, Robotics and Automotive Mechanics Conference (CERMA '08).

[40]  Oscar Camacho Nieto,et al.  Handwritten Digit Classification Based on Alpha-Beta Associative Model , 2008, CIARP.

[41]  Enrique Guzmán,et al.  A Fast Search Algorithm for Vector Quantization Based on Associative Memories , 2008, CIARP.

[42]  Cornelio Yáñez-Márquez,et al.  Analysis and Prediction of Air Quality Data with the Gamma Classifier , 2008, CIARP.

[43]  Sébastien Hélie,et al.  Energy minimization in the nonlinear dynamic recurrent associative memory , 2008, Neural Networks.

[44]  Amadeo José Argüelles-Cruz,et al.  FPGA Implementation of Parallel Alpha-Beta Associative Memories , 2008, ICIAR.

[45]  Cornelio Yáñez-Márquez,et al.  Complete Recall on Alpha-Beta Heteroassociative Memory , 2007, MICAI.

[46]  Cornelio Yáñez-Márquez,et al.  Alpha–Beta bidirectional associative memories: theory and applications , 2007, Neural Processing Letters.

[47]  Amadeo José Argüelles-Cruz,et al.  Optimized Associative Memories for Feature Selection , 2007, IbPRIA.

[48]  Cornelio Yáñez-Márquez,et al.  Using Alpha-Beta Associative Memories to Learn and Recall RGB Images , 2007, ISNN.

[49]  I. Roman-Godinez,et al.  A New Classifier Based on Associative Memories , 2006, 2006 15th International Conference on Computing.

[50]  C. Yanez-Marquez,et al.  Feature Selection Using a Hybrid Associative Classifier with Masking Techniques , 2006, 2006 Fifth Mexican International Conference on Artificial Intelligence.

[51]  Cornelio Yáñez-Márquez,et al.  Complexity of Alpha-Beta Bidirectional Associative Memories , 2006, MICAI.

[52]  I. Lopez-Yanez,et al.  Using Binary Decision Diagrams to Efficiently Represent Alpha-Beta Associative Memories , 2006, Electronics, Robotics and Automotive Mechanics Conference (CERMA'06).

[53]  Luis Pastor Sánchez Fernández,et al.  Alpha-Beta Associative Memories for Gray Level Patterns , 2006, ISNN.

[54]  Xin Liu,et al.  A linear optimization neural network for associative memory , 2005, Appl. Math. Comput..

[55]  Li Zhang,et al.  A novel high-order associative memory system via discrete Taylor series , 2003, IEEE Trans. Neural Networks.

[56]  Stella N. Batalama,et al.  An efficient learning algorithm for associative memories , 2000, IEEE Trans. Neural Networks Learn. Syst..

[57]  Masato Okada,et al.  Mixed state on a sparsely encoded associative memory model , 1999, Biological Cybernetics.

[58]  Peter Sussner,et al.  Morphological associative memories , 1998, IEEE Trans. Neural Networks.

[59]  Mohamad H. Hassoun,et al.  Associative neural memories , 1993 .

[60]  Md. Shahriare Satu,et al.  Knowledge-based Systems , 2009, Encyclopedia of Database Systems.

[61]  Yaser S. Abu-Mostafa,et al.  Information capacity of the Hopfield model , 1985, IEEE Trans. Inf. Theory.

[62]  J J Hopfield,et al.  Neural networks and physical systems with emergent collective computational abilities. , 1982, Proceedings of the National Academy of Sciences of the United States of America.

[63]  James A. Anderson,et al.  A simple neural network generating an interactive memory , 1972 .

[64]  Teuvo Kohonen,et al.  Correlation Matrix Memories , 1972, IEEE Transactions on Computers.

[65]  Oscar Camacho Nieto,et al.  Improving the Performance of an Associative Classifier by Gamma Rough Sets Based Instance Selection , 2018, Int. J. Pattern Recognit. Artif. Intell..

[66]  Oscar Camacho Nieto,et al.  Electoral Preferences Prediction of the YouGov Social Network Users Based on Computational Intelligence Algorithms , 2017, J. Univers. Comput. Sci..

[67]  Sheng-Jun Wang,et al.  Effect of similarity between patterns in associative memory. , 2017, Physical review. E.

[68]  O. Camacho-Nieto,et al.  Equilibrating the Recognition of the Minority Class in the Imbalance Context , 2014 .

[69]  B. Luna-Benoso,et al.  Associative Memories Based on Cellular Automata: An Application to Pattern Recognition , 2013 .

[70]  Oscar Camacho Nieto,et al.  A new tool for engineering education: hepatitis diagnosis using associative memories , 2012 .

[71]  Cornelio Yáñez-Márquez,et al.  Application of Gamma Classifier to Development Effort Prediction of Software Projects , 2012 .

[72]  Oscar Camacho Nieto,et al.  Prediction of CO and NOx Levels in Mexico City Using Associative Models , 2011, EANN/AIAI.

[73]  I Román Godínez,et al.  Identification of functional sequences using associative memories , 2011 .

[74]  C. Yáñez-Márquez,et al.  Identificación de secuencias funcionales utilizando memorias asociativas , 2011 .

[75]  Cornelio Yáñez-Márquez,et al.  Classifying Patterns in Bioinformatics Databases by Using Alpha-Beta Associative Memories , 2009, Biomedical Data and Applications.

[76]  Cornelio Yáñez-Márquez,et al.  Alpha-Beta Bidirectional Associative Memories Based Translator , 2006 .

[77]  M Aldape Pérez,et al.  Optimized implementation of a pattern classifier using feature set reduction , 2006 .

[78]  Karl Steinbuch,et al.  Die Lernmatrix , 2004, Kybernetik.

[79]  Kenneth H. Rosen,et al.  Discrete Mathematics and its applications , 2000 .

[80]  H. C. LONGUET-HIGGINS,et al.  Non-Holographic Associative Memory , 1969, Nature.

[81]  John T. Moore Elements of linear algebra and matrix theory , 1968 .