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128 results on '"Frausto-Solís, Juan"'

2. Multi-objective Evolutionary Algorithm Based on Decomposition to Solve the Bi-objective Internet Shopping Optimization Problem (MOEA/D-BIShOP)

Author

García-Morales, Miguel A., Brambila-Hernández, José A., Fraire-Huacuja, Héctor J., Frausto-Solis, Juan, Cruz-Reyes, Laura, Gómez-Santillan, Claudia Guadalupe, Valadez, Juan Martín Carpio, Aguirre-Lam, Marco Antonio, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Calvo, Hiram, editor, Martínez-Villaseñor, Lourdes, editor, Ponce, Hiram, editor, Zatarain Cabada, Ramón, editor, Montes Rivera, Martín, editor, and Mezura-Montes, Efrén, editor

Published
2024
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4. Hybrid Fuzzy C-Means Clustering Algorithm, Improving Solution Quality and Reducing Computational Complexity.

Author

Pérez-Ortega, Joaquín, Moreno-Calderón, Carlos Fernando, Roblero-Aguilar, Sandra Silvia, Almanza-Ortega, Nelva Nely, Frausto-Solís, Juan, Pazos-Rangel, Rodolfo, and Martínez-Rebollar, Alicia

Subjects
COMPUTATIONAL complexity, FUZZY algorithms, ALGORITHMS, HEURISTIC, INSTITUTIONAL repositories
Abstract

Fuzzy C-Means is a clustering algorithm widely used in many applications. However, its computational complexity is very large, which prevents its use for large problem instances. Therefore, a hybrid improvement is proposed for the algorithm, which considerably reduces the number of iterations and, in many cases, improves the solution quality, expressed as the value of the objective function. This improvement integrates two heuristics, one in the initialization phase and the other in the convergence phase or the convergence criterion. This improvement was called HPFCM. A set of experiments was designed to validate this proposal; to this end, four sets of real data were solved from a prestigious repository. The solutions obtained by HPFCM were compared against those of the Fuzzy C-Means algorithm. In the best case, reductions of an average of 97.65% in the number of required iterations and an improvement in quality solution of 82.42% were observed when solving the SPAM dataset. Finally, we consider that the proposed heuristics may inspire improvements in other specific purpose variants of Fuzzy C-Means. [ABSTRACT FROM AUTHOR]

Published
2024
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13. Combination of Trees for Guillain-Barré Subtype Classification

Author

Canul-Reich, Juana, Frausto-Solis, Juan, Hernández-Torruco, José, Méndez-Castillo, Juan José, Kacprzyk, Janusz, Series editor, Omatu, Sigeru, editor, Semalat, Ali, editor, Bocewicz, Grzegorz, editor, Sitek, Paweł, editor, Nielsen, Izabela E., editor, García García, Julián A., editor, and Bajo, Javier, editor

Published
2016
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14. TwoPILP: An Integer Programming Method for HCSP in Parallel Computing Centers

Author

Soto-Monterrubio, José Carlos, Fraire-Huacuja, Héctor Joaquín, Frausto-Solís, Juan, Cruz-Reyes, Laura, Pazos R., Rodolfo, Javier González-Barbosa, J., Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Pichardo Lagunas, Obdulia, editor, Herrera Alcántara, Oscar, editor, and Arroyo Figueroa, Gustavo, editor

Published
2015
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15. A Kernel-Based Predictive Model for Guillain-Barré Syndrome

Author

Hernández-Torruco, José, Canul-Reich, Juana, Frausto-Solis, Juan, Méndez-Castillo, Juan José, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Pichardo Lagunas, Obdulia, editor, Herrera Alcántara, Oscar, editor, and Arroyo Figueroa, Gustavo, editor

Published
2015
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19. Prediction of the Melting Point of Ionic Liquids with Clustering and Noeuroevolution.

Author

Frausto-Solís, Juan, Javier González-Barbosa, Juan, Alberto Cerecedo-Cordoba, Jorge, Paulo Sánchez-Hernández, Juan, Díaz-Parra, Ocotlán, and Castilla-Valdez, Guadalupe

Subjects
*MELTING points, *IONIC liquids, *CLUSTER analysis (Statistics), *LOW temperatures, *PREDICTION models
Abstract

Ionic liquids (ILs) are salts with a wide liquid temperature range and low melting points and can be fine-tuned to have specific physicochemical properties by the selection of their anion and cation. However, having a physical synthesis of multiple ILs for testing purposes can be expensive. For this reason, an insilico estimation of physicochemical properties is desired. The selection of these components is limited by the low precision offered by state-of-the-art predictive models. In this paper, we explore the prediction of melting points with clustering algorithms and a novel Neuroevolution approach. We focused our design on simplicity. We concluded that performing clustering analysis in a previous phase of the model generation improves the estimation accuracy of the melting point which is validated in experimentation made in-silico. [ABSTRACT FROM AUTHOR]

Published
2023
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22. Cosine Policy Iteration for Solving Infinite-Horizon Markov Decision Processes

Author

Frausto-Solis, Juan, Santiago, Elizabeth, Mora-Vargas, Jaime, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Goebel, Randy, editor, Siekmann, Jörg, editor, Wahlster, Wolfgang, editor, Aguirre, Arturo Hernández, editor, Borja, Raúl Monroy, editor, and Garciá, Carlos Alberto Reyes, editor

Published
2009
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23. MultiQuenching Annealing Algorithm for Protein Folding Problem

Author

Frausto-Solis, Juan, Soberon-Mainero, Xavier, Liñán-García, Ernesto, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Goebel, Randy, editor, Siekmann, Jörg, editor, Wahlster, Wolfgang, editor, Aguirre, Arturo Hernández, editor, Borja, Raúl Monroy, editor, and Garciá, Carlos Alberto Reyes, editor

Published
2009
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24. A New Method for Optimal Cropping Pattern

Author

Frausto-Solis, Juan, Gonzalez-Sanchez, Alberto, Larre, Monica, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Goebel, Randy, editor, Siekmann, Jörg, editor, Wahlster, Wolfgang, editor, Aguirre, Arturo Hernández, editor, Borja, Raúl Monroy, editor, and Garciá, Carlos Alberto Reyes, editor

Published
2009
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25. Using Wolfe’s Method in Support Vector Machines Learning Stage

Author

Frausto-Solís, Juan, González-Mendoza, Miguel, López-Díaz, Roberto, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Goebel, Randy, editor, Siekmann, Jörg, editor, Wahlster, Wolfgang, editor, Aguirre, Arturo Hernández, editor, Borja, Raúl Monroy, editor, and Garciá, Carlos Alberto Reyes, editor

Published
2009
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28. An Improved Simplex-Genetic Method to Solve Hard Linear Programming Problems

Author

Frausto-Solís, Juan, Nieto-Yáñez, Alma, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Rangan, C. Pandu, editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Shi, Yong, editor, van Albada, Geert Dick, editor, Dongarra, Jack, editor, and Sloot, Peter M. A., editor

Published
2007
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29. Analytically Tuned Simulated Annealing Applied to the Protein Folding Problem

Author

Frausto-Solis, Juan, Román, E. F., Romero, David, Soberon, Xavier, Liñán-García, Ernesto, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Rangan, C. Pandu, editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Shi, Yong, editor, van Albada, Geert Dick, editor, Dongarra, Jack, editor, and Sloot, Peter M. A., editor

Published
2007
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31. A New Algorithm That Obtains an Approximation of the Critical Path in the Job Shop Scheduling Problem

Author

Cruz-Chávez, Marco Antonio, Frausto-Solís, Juan, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Dough, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Carbonell, Jaime G., editor, Siekmann, Jörg, editor, Gelbukh, Alexander, editor, and Reyes-Garcia, Carlos Alberto, editor

Published
2006
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32. ANDYMARK: An Analytical Method to Establish Dynamically the Length of the Markov Chain in Simulated Annealing for the Satisfiability Problem

Author

Frausto-Solís, Juan, Sanvicente-Sánchez, Héctor, Imperial-Valenzuela, Froilán, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Dough, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Wang, Tzai-Der, editor, Li, Xiaodong, editor, Chen, Shu-Heng, editor, Wang, Xufa, editor, Abbass, Hussein, editor, Iba, Hitoshi, editor, Chen, Guo-Liang, editor, and Yao, Xin, editor

Published
2006
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33. Solving SAT Problems with TA Algorithms Using Constant and Dynamic Markov Chains Length

Author

Sanvicente–Sánchez, Héctor, Frausto–Solís, Juan, Imperial–Valenzuela, Froilán, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Dough, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Megiddo, Nimrod, editor, Xu, Yinfeng, editor, and Zhu, Binhai, editor

Published
2005
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34. Increasing the Training Speed of SVM, the Zoutendijk Algorithm Case

Author

Ibarra Orozco, Rodolfo E., Hernández-Gress, Neil, Frausto-Solís, Juan, Mora Vargas, Jaime, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Dough, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Ramos, Félix F., editor, Larios Rosillo, Victor, editor, and Unger, Herwig, editor

Published
2005
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35. Modeling Multiple Interactions Using Coloured Petri Nets: A Case Study

Author

Camargo-Santacruz, Francisco, Frausto-Solís, Juan, Ramos-Quintana, Fernando, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Dough, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Ramos, Félix F., editor, Larios Rosillo, Victor, editor, and Unger, Herwig, editor

Published
2005
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36. An Approach for Solving Very Large Scale Instances of the Design Distribution Problem for Distributed Database Systems

Author

Pérez O., Joaquín, Pazos R., Rodolfo A., Frausto-Solís, Juan, Reyes S., Gerardo, Santaolaya S., Rene, Fraire H., Héctor J., Cruz R., Laura, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Dough, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Ramos, Félix F., editor, Larios Rosillo, Victor, editor, and Unger, Herwig, editor

Published
2005
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38. Simulated Annealing with Restart to Job Shop Scheduling Problem Using Upper Bounds

Author

Cruz-Chavez, Marco Antonio, Frausto-Solis, Juan, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Dough, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Carbonell, Jaime G., editor, Siekmann, Jörg, editor, Rutkowski, Leszek, editor, Siekmann, Jörg H., editor, Tadeusiewicz, Ryszard, editor, and Zadeh, Lotfi A., editor

Published
2004
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39. A Reduced Codification for the Logical Representation of Job Shop Scheduling Problems

Author

Frausto-Solis, Juan, Cruz-Chavez, Marco Antonio, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Dough, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Laganá, Antonio, editor, Gavrilova, Marina L., editor, Kumar, Vipin, editor, Mun, Youngsong, editor, Tan, C. J. Kenneth, editor, and Gervasi, Osvaldo, editor

Published
2004
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40. A Method to Establish the Cooling Scheme in Simulated Annealing Like Algorithms

Author

Sanvicente-Sánchez, Héctor, Frausto-Solís, Juan, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Dough, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Laganá, Antonio, editor, Gavrilova, Marina L., editor, Kumar, Vipin, editor, Mun, Youngsong, editor, Tan, C. J. Kenneth, editor, and Gervasi, Osvaldo, editor

Published
2004
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