Hugo Terashima Marín, PhD

Program Director, MSc and PhD in Computer Science
Campus Monterrey

Research Areas:

  • Computational intelligence.
  • Heuristics, metaheuristics and hyper-heuristics for combinatorial optimization.
  • Characterization of problems and algorithms.
  • Constraint handling and applications of artificial Intelligence.

Hugo Terashima-Marín holds a BSc in Computational Systems from Tecnológico de Monterrey, Campus Monterrey in 1982; MSc in Computer Science from University of Oklahoma in 1987; MSc in Information Technology and Knowledge-based Systems from University of Edinburgh in 1994; and PhD in Informatics from Tecnológico de Monterrey, Campus Monterrey in 1998.

Dr. Terashima-Marin is a Full Professor at the School of Engineering and Sciences, Leader of the Research Group with Strategic focus in Intelligent Systems and Director of the Graduate Program in Computer Science. He is a member of the National System of Researchers, the Mexican Academy of Sciences, and the Mexican Academy of Computing. He participates as a member of the Technical and Academic Council for the Thematic Network of Applied Computational Intelligence supported by CONACyT. His research areas are computational intelligence, heuristics, metaheuristics and hyper-heuristics for combinatorial optimization, characterization of problems and algorithms, constraint handling and applications of artificial Intelligence. He has been principal investigator of various projects for industry and CONACyT. He has current collaboration with research groups in the University of Nottingham, the University of Edinburgh-Napier, and the University of Stirling in the UK, and University Andrés Bello in Santiago de Chile. He has published more than 70 research articles in international journals and conferences. He has supervised 5 PhD dissertations and 26 Master Thesis.

In the past, he has been Director of the MSC in Intelligent Systems, PhD in Artificial Intelligence, PhD in Information Technology and Communications, the PhD Programs, and Graduate Programs at Tecnológico de Monterrey, Campus Monterrey.

Email: terashima@itesm.mx


INDEXED PUBLICATIONS (28)

López-Camacho, E., Hugo Terashima Marin, PhD, H., Ross, P., & Ochoa, G.. A Unified Hyper-heuristic Framework for Solving Bin Packing Problems. EXPERT SYSTEMS WITH APPLICATIONS. Estados Unidos de América. pp: 6876-6889. November . 2014. [2014-81731]

López-Camacho, E., Ochoa, G., Hugo Terashima Marin, PhD, H., & Burke, E.. An Effective Heuristic for the Two-Dimensional Irregular Bin Packing Problem. ANNALS OF OPERATIONS RESEARCH. Países Bajos. pp: 241-264. July . 2013. [2013-72991]

Ortiz-Bayliss, J., Hugo Terashima Marin, PhD, H., & Conant-Pablos, S.. Learning Vector Quantization for Variable Ordering in Constraint Satisfaction Problems. PATTERN RECOGNITION LETTERS. Países Bajos. pp: 423-432. March . 2013. [2013-72431]

López-Camacho, E., Hugo Terashima Marin, PhD, H., Ochoa, G., & Conant-Pablos, S.. Understanding the Structure of Bin Packing Problems through Principal Component Analysis. INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS. Países Bajos. pp: 488-499.October . 2013. [2013-77209]

Alanís-Reyes, E., Hernández-Cruz, J., Cepeda-Barrera, J., Castro-Astudillo, A., Hugo Terashima Marin, PhD, H., & Conant-Pablos, S.. Analysis of Machine Learning Technqiues Applied to teh Classification of Masses and Microcalcification Clusters in Breast-Cancer Computer-Aided Detection. Journal of Cancer Therapy (ONLINE). Estados Unidos de América. pp: 1020-1028. December . 2012. [2012-72428]

Gómez-Carranza, J., & Hugo Terashima Marin, PhD, H.. Building General Hyper-heuristics for Multi-Objective Cutting Stock Problems. COMPUTACIÓN Y SISTEMAS. México. pp: 321-334. September. 2012. [2012-57150]

Ortiz-Bayliss, J., Hugo Terashima Marin, PhD, H., Ozcan, E., Parkes, A., & Conant-Pablos, S.. A Local ImprVariable and Value Ordering Decision Matrix Hyper-heuristics: A Local Improvement Approach. LECTURE NOTES IN ARTIFICIAL INTELLIGENCE SERIES : LECTURE NOTES IN COMPUTER SCIENCE. Alemania. pp: 125-136. November . 2011. [2011-62350]

Ortiz-Bayliss, J., Hugo Terashima Marin, PhD, H., & Conant-Pablos, S.. Neural Network to Guide The Selection of Heuristics withi Constraint Satisfaction Problems. LECTURE NOTES IN COMPUTER SCIENCE (LNCS). Estados Unidos de América. pp: 250-259. June . 2011. [2011-62349]

Soria-Alcaráz, J., Carpio-Valadez, J., & Hugo Terashima Marin, PhD, H.. Academic Timetabling Design using Hyper-heuristics. LECTURE NOTES IN COMPUTER SCIENCE (LNCS). Alemania. December . 2010. [2010-52266]

Gómez-Carranza, J., & Hugo Terashima Marin, PhD, H.. Approximating Multi-objective Hyper-heuristics for Solving 2D Irregular Cutting Stock Problems. LECTURE NOTES IN ARTIFICIAL INTELLIGENCE SERIES : LECTURE NOTES IN COMPUTER SCIENCE. Alemania. pp: 349-360. November . 2010. [2010-52265]

López-Camacho, E., Hugo Terashima Marin, PhD, H., & Ross, P.. Defining Problem-State Representation with Data Mining within a Hyper-heuristic Model which solves 2D Irregular Bin Packing Problems. LECTURE NOTES IN ARTIFICIAL INTELLIGENCE SERIES : LECTURE NOTES IN COMPUTER SCIENCE. Alemania. pp: 204-213. November . 2010. [2010-52264]

Hugo Terashima Marin, PhD, H., Ross, P., Farías-Zárate, C., López-Camacho, E., & Valenzuela-Rendón, M.. Generalized Hyper-heuristics for Solving 2D Regular and Irregular Packing Problems. ANNALS OF OPERATIONS RESEARCH. Alemania. pp: 369-392. August . 2010.[2010-30217]

Conant-Pablos, S., Hugo Terashima Marin, PhD, H., & Magaña-Lozano, D.. Pipelining Memetic Algorithms, Constraint Satisfaction, and Local Search for Course Timetabling. LECTURE NOTES IN ARTIFICIAL INTELLIGENCE SERIES : LECTURE NOTES IN COMPUTER SCIENCE. Alemania. November . 2009. [2009-44347]

Ramírez-Ruiz, J., Valenzuela-Rendón, M., & Hugo Terashima Marin, PhD, H.. QFCS: A Fuzzy LCS in Continuous Multi-Step Environments with Continuous Vector Actions. LECTURE NOTES IN COMPUTER SCIENCE (LNCS). Estados Unidos de América. pp: 286-295. September.2008. [2008-33281]

Hugo Terashima Marin, PhD, H., Ortiz-Bayliss, J., Ross, P., & Valenzuela-Rendón, M.. Using Hyper-heuristics for the Dynamic Variable Ordering in Binary Constraint Satisfaction Problems. LECTURE NOTES IN ARTIFICIAL INTELLIGENCE SERIES : LECTURE NOTES IN COMPUTER SCIENCE. Alemania. pp: 407-417. October . 2008. [2008-33672]

Fernández-Carrasco, L., Hugo Terashima Marin, PhD, H., & Valenzuela-Rendón, M.. A First Approach to Understanding the Anomalies on my PC. JOURNAL RESEARCH IN COMPUTING SCIENCE. México. pp: 193-203. November . 2007. [2007-23874]

Hernández-Cisneros, R., Hugo Terashima Marin, PhD, H., & Conant-Pablos, S.. Comparison of Class Separability, Forward Sequential Search and Genetic Algorithms for Feature Selection in the Classification of Individual and Clustered Microcalcifications in Digital Mammograms.LECTURE NOTES IN COMPUTER SCIENCE (LNCS). Alemania. pp: 911-922. August . 2007. [2007-20017]

Martínez-Ledesma, J., Brena-Pinero, R., & Hugo Terashima Marin, PhD, H.. Assessing the Value of Future and Present Options in Real-Time Planning. LECTURE NOTES IN ARTIFICIAL INTELLIGENCE SERIES : LECTURE NOTES IN COMPUTER SCIENCE. Alemania. pp: 522-531. October . 2006. [2006-17431]

Hernández-Cisneros, R., & Hugo Terashima Marin, PhD, H.. Classification of Individual and Clustered Microcalcifications in Digital Mammograms using Evolutionary Neural Networks. LECTURE NOTES IN ARTIFICIAL INTELLIGENCE SERIES : LECTURE NOTES IN COMPUTER SCIENCE. Alemania. pp: 1200-1210. November . 2006. [2006-17560]

Hugo Terashima Marin, PhD, H., Farías-Zárate, C., Ross, P., & Valenzuela-Rendón, M.. Two-Phase GA-Based Model to Learn Generalized Hyper-heuristics for the 2D-Cutting Stock Problem. LECTURE NOTES IN ARTIFICIAL INTELLIGENCE SERIES : LECTURE NOTES IN COMPUTER SCIENCE. Alemania. pp: 198-207. October . 2006. [2006-17099]

Valenzuela-Rendón, M., Martínez-Alfaro, H., & Hugo Terashima Marin, PhD, H.. A Deterministic Alternative to Competent Genetic Algorithms that Solves to Optimality Linearly Decomposable Problems in Polynomial Time. LECTURE NOTES IN ARTIFICIAL INTELLIGENCE SERIES : LECTURE NOTES IN COMPUTER SCIENCE. Alemania. pp: 692-701. December . 2005. [2005-11304]

Cuesta, A., Garrido-Luna, L., & Hugo Terashima Marin, PhD, H.. Building Hyper-heuristics through Ant Colony Optimization for the 2D Bin Packing Problem. LECTURE NOTES IN ARTIFICIAL INTELLIGENCE SERIES : LECTURE NOTES IN COMPUTER SCIENCE. Alemania. pp: 654-660. September. 2005. [2005-9793]

Oporto-Diaz, S., Hernández-Cisneros, R., & Hugo Terashima Marin, PhD, H.. Detection of Microcalcification Clusters in Mammograms using a Difference of Optimized Gaussian Filters. LECTURE NOTES IN COMPUTER SCIENCE (LNCS). Alemania. September. 2005. [2005-9933]

Hugo Terashima Marin, PhD, H., de la Calleja-Manzanedo, R., & Valenzuela-Rendón, M.. Genetic Algorithms for Dynamic Variable Ordering in Constraint Satisfaction Problems. JOURNAL RESEARCH IN COMPUTING SCIENCE. México. November . 2005. [2005-11844]

Hugo Terashima Marin, PhD, H., Tavernier-Deloya, J., & Valenzuela-Rendón, M.. Scehduling Tranpsortation Events with Grouping GAs and the Heuristic DJD. LECTURE NOTES IN ARTIFICIAL INTELLIGENCE SERIES : LECTURE NOTES IN COMPUTER SCIENCE. Alemania.pp: 185-194. November . 2005. [2005-11303]

Huerta-Amante, D., & Hugo Terashima Marin, PhD, H.. Adaptive Penalty Weights when Solving Congress Timetabling. LECTURE NOTES IN ARTIFICIAL INTELLIGENCE SERIES : LECTURE NOTES IN COMPUTER SCIENCE. Alemania. pp: 144-153. November . 2004. [2004-7619]

Angles-Domínguez, M., & Hugo Terashima Marin, PhD, H.. Stability Analysis for Dynamic Constraint Satisfaction Problems. LECTURE NOTES IN ARTIFICIAL INTELLIGENCE SERIES : LECTURE NOTES IN COMPUTER SCIENCE. Alemania. pp: 169-178. April . 2004. [2004-9259]

Ross, P., Corne, D., & Hugo Terashima Marin, PhD, H.. The Phase Transition Niche for Evolutionary Algorithms in Timetabling. LECTURE NOTES IN COMPUTER SCIENCE (LNCS). Alemania. pp: 309-326. April . 1996. [1996-9718]

 

PROCEEDINGS (88)

Ortiz-Bayliss, J., Hugo Terashima Marin, PhD, H., & Conant-Pablos, S.. A Supervised Learning Approach to Construct Hyper-heuristics for Constraint Satisfaction. Mexican Conference on Pattern Recognition. Alemania. pp: 284-293. June . 2013. [2013-77214]

Oritz-Bayliss, J., Hugo Terashima Marin, PhD, H., & Conant-Pablos, S.. Branching Schemes and Variable Ordering Heuristics for Constraint Satisfaction Problems: Is There Something to Learn?. Nature Inspired Cooperative Strategies for Optimisation. Reino Unido. pp: 329-342.September. 2013. [2013-77218]

Sosa-Ascencio, A., Hugo Terashima Marin, PhD, H., & Valenzuela-Rendón, M.. Grammar-based Genetic Programming for evolving variable ordering heuristics. IEEE CONGRESS ON EVOLUTIONARY COMPUTATION. Estados Unidos de América. pp: 1154-1161. June . 2013.[2013-77210]

Oritz-Bayliss, J., Ozcan, E., Parkes, A., & Hugo Terashima Marin, PhD, H.. A Genetic Programming Hyper-heuristic: Turining Features into Heuristic for Constraint Satisfaction. UK Workshop in Computational Intelligence. Reino Unido. pp: 183-190. September. 2013. [2013-77220]

Oritz-Bayliss, J., Moreno-Scott, J., & Hugo Terashima Marin, PhD, H.. Automatic Generation of Heuristics for Constraint Satisfaction Problems. Nature Inspired Cooperative Strategies for Optimisation. Reino Unido. pp: 315-327. September. 2013. [2013-77216]

Alanís-Reyes, E., Hernández-Cruz, J., Hugo Terashima Marin, PhD, H., & Conant-Pablos, S.. Evolutionary Feature Selection Applied to the Classification of Microcalcification Clusters and Masses for Breast Cancer Computer-Aided Diagnosis. International Conference on Medical Imaging Using Bio-Inspired and Soft Computing. Bélgica. pp: 167-174. May . 2013. [2013-77222]

López-Camacho, E., & Hugo Terashima Marin, PhD, H.. Evolving feature selection for characterizing and solving the 1D and 2D bin packing problem. IEEE CONGRESS ON EVOLUTIONARY COMPUTATION. Estados Unidos de América. pp: 2094-2101. June . 2013. [2013-77224]

Pérez-López, A., Baltazar, M., Carpio-Valadez, J., Hugo Terashima Marin, PhD, H., Magaña-Lozano, D., & Puga, H.. Homogeneous Population Solving the Minimal Perturbation Problem in Dynamic Scheduling of Surgeries. MICAI 13. México. November . 2013. [2013-77228]

Oritz-Bayliss, J., Hugo Terashima Marin, PhD, H., & Conant-Pablos, S.. Using learning classifier systems to design selective hyper-heuristics for constraint satisfaction problems. IEEE CONGRESS ON EVOLUTIONARY COMPUTATION. Estados Unidos de América. pp: 2618-2625.June . 2013. [2013-77212]

Magaña-Lozano, D., Conant-Pablos, S., & Hugo Terashima Marin, PhD, H.. Exploring the Solution of Course Timetabling Problems through Heuristic Segmentation. . 11th Mexican International Conference on Artificial Intelligence (MICAI 2012). México. pp: 347-358. November .2012. [2012-77226]

Torres-Nogales, A., Conant-Pablos, S., & Hugo Terashima Marin, PhD, H.. Local Features Classification for Adaptive Tracking. 11th Mexican International Conference on Artificial Intelligence (MICAI 2012). México. pp: 146-157. November . 2012. [2012-77225]

López-Camacho, E., Hugo Terashima Marin, PhD, H., & Ross, P.. A Hyper-heuristic for Solving One and Two-dimensional Bin Packing Problems. CIDTEC. México. pp: 202-202. January . 2012. [2012-69637]

Moreno-Scott, J., Ortiz-Bayliss, J., Hugo Terashima Marin, PhD, H., & Conant-Pablos, S.. Challenging Heuristics: Evolving Binary Constraint Satisfaction Problems. GECCO 12. Estados Unidos de América. pp: 1269-1276. July . 2012. [2012-66621]

Sosa-Ascencio, A., Valenzuela-Rendón, M., & Hugo Terashima Marin, PhD, H.. Cooperative Coevolution of Automatically Defined Functions with Gene Expression Programming. 11th Mexican International Conference on Artificial Intelligence (MICAI 2012). México. pp: 89-94.November . 2012. [2012-77227]

Ortiz-Bayliss, J., Hugo Terashima Marin, PhD, H., Conant-Pablos, S., Ozcan, E., & Parkes, A.. Improving the Performance of Vector Hyper-heurisitcs through Local Search. GECCO 12. Estados Unidos de América. pp: 209-416. July . 2012. [2012-66617]

López-Camacho, E., Hugo Terashima Marin, PhD, H., & Conant-Pablos, S.. he Impact of the Bin Packing Problem Structure in Hyper-heuristic Performance. GECCO 12. Estados Unidos de América. pp: 1545-1546. July . 2012. [2012-66622]

López-Camacho, E., Hugo Terashima Marin, PhD, H., & Ross, P.. A Hyper-Heuristic for Solving One and Two-Dimensional Bin Packing Problems . GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE. Irlanda. pp: 257-258. July . 2011. [2011-62351]

Gómez-Carranza, J., & Hugo Terashima Marin, PhD, H.. Approximating Multi-objective Hyper-heuristics for Solving 2D Irregular Cutting Stock Problems. CIDTEC 41. México. pp: 154-154. January . 2011. [2011-61947]

López-Camacho, E., Hugo Terashima Marin, PhD, H., & Ross, P.. Defining Problem-state Representation with Data Mining within a Hyper--heuristic Model which solves 2D Irregular Bin Packing Problems. CIDTEC 41. México. pp: 157-157. January . 2011. [2011-61948]

Ortiz-Bayliss, J., Hugo Terashima Marin, PhD, H., Ross, P., & Conant-Pablos, S.. Evolution of Neural Networks Topologies and Learning Parameters to Produce Hyper-Heuristics for Constraint Satisfaction Problems (. GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE. Irlanda. pp: 261-262. July . 2011. [2011-62352]

Conant-Pablos, S., Ferrer-Soriano, H., & Hugo Terashima Marin, PhD, H.. Evolving Solutions of Mixed-model Assembly Line Balancing Problems by Chaining Heuristic Optimization Methods. GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE. Irlanda. pp: 49-50.July . 2011. [2011-62353]

Ortiz-Bayliss, J., Hugo Terashima Marin, PhD, H., Ozcan, E., & Parkes, A.. Mapping the Performance of Heuristics for Constraint Satisfaction. CIDTEC 41. México. pp: 166-166. January . 2011. [2011-61949]

Ortiz-Bayliss, J., Hugo Terashima Marin, PhD, H., Ozcan, E., & Parkes, A.. On the Idea of Evolving Decision Matrix Hyper-Heuristics for Solving Constraint Satisfaction Problems . GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE. Irlanda. pp: 255-256. July . 2011.[2011-62354]

Ortiz-Bayliss, J., Ozcan, E., Parkes, A., & Hugo Terashima Marin, PhD, H.. Mapping the Performance of Heuristics for Constraint Satisfaction. WORLD CONGRESS ON COMPUTATIONAL INTELLIGENCE. España. pp: 1-8. July . 2010. [2010-48719]

Conant-Pablos, S., Magaña-Lozano, D., & Hugo Terashima Marin, PhD, H.. Pipelining Memetic Algorithms, Constraint Satisfaction, and Local Search for Course Timetabling. CIDTEC 40. México. January . 2010. [2010-52766]

López-Camacho, E., Hugo Terashima Marin, PhD, H., Ross, P., & Valenzuela-Rendón, M.. Problem-State Representations in a Hyper-heuristic Approach for the 2D Irregular BPP. GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE 2010. Estados Unidos de América.pp: 297-298. July . 2010. [2010-48718]

Soria-Alcaráz, J., Carpio-Valadez, J., & Hugo Terashima Marin, PhD, H.. Several Strategies to Improve the Performance of Hyper-heuristics for Academic Timetabling Design Problem. IEEE ELECTRONICS, ELECTRONICS, ROBOTICS AND AUTOMOTIVE MECHANICS CONFERENCE CERMA 2010. México. September. 2010. [2010-52267]

Ortiz-Bayliss, J., Hugo Terashima Marin, PhD, H., Ross, P., Fuentes-Rosado, J., & Valenzuela-Rendón, M.. A Neuro-Evolutionary Approach to Produce General Hyper-heuristics for the Dynamic Variable Ordering in Hard Binary Constraint Satisfaction Problems. GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE 2009. Canadá. July . 2009. [2009-40240]

Fernández-Carrasco, L., Hugo Terashima Marin, PhD, H., & Valenzuela-Rendón, M.. Autonomic Computing: Exploring Self-Organization and Self-Configutration using Models of Excitable Media. CIDTEC 39. México. pp: 84-84. January . 2009. [2009-61941]

Hernández-Cisneros, R., Hugo Terashima Marin, PhD, H., & Conant-Pablos, S.. Detection and Classification of Microcalcification Clusters in Digital Mammograms using Evolutionary Neural Networks. CIDTEC 39. México. January . 2009. [2009-52762]

Soria-Alcaráz, J., Hugo Terashima Marin, PhD, H., & Carpio-Valadez, J.. Diseño de Horarios mediante Hiperheurísticas. IEEE ROPEC. México. November . 2009. [2009-43761]

Hugo Terashima Marin, PhD, H., Ross, P., Farías-Zárate, C., López-Camacho, E., & Valenzuela-Rendón, M.. Generalized Hyper-heuristics for Solving 2D regular and Irregular Packing Problems. CIDTEC 39. México. pp: 89-89. January . 2009. [2009-61942]

Fernández-Carrasco, L., Hugo Terashima Marin, PhD, H., & Valenzuela-Rendón, M.. Self-healing and Self-protecting Computing Systems: In the Search of Autonomic Computing. CIDTEC 39. México. pp: 93-93. January . 2009. [2009-61944]

Hugo Terashima Marin, PhD, H., & Ortiz-Bayliss, J.. Using Hyper-heuristics for the Dynamic Variable Ordering in Binary Constraint Satisfaction Problemas. CIDTEC 39. México. pp: 95-95. January . 2009. [2009-61945]

Ramírez-Ruiz, J., Valenzuela-Rendón, M., & Hugo Terashima Marin, PhD, H.. uQFCS: QFCS with Unfixed Fuzzy Sets in Continuous Multi-step Environments with Continuous Vector Actions. GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE 2009. Canadá. July .2009. [2009-40239]

Fernández-Carrasco, L., Hugo Terashima Marin, PhD, H., & Valenzuela-Rendón, M.. "On the Path Towards Autonomic Computing: Combining Swarm Intelligence and Excitable Media Models". MICAI 2008. México. pp: 192-200. October . 2008. [2008-36019]

Fernández-Carrasco, L., Hugo Terashima Marin, PhD, H., & Valenzuela-Rendón, M.. A First Approach to Understanding the Anomalies on my PC. CIDTEC 38. México. pp: 91-91. January . 2008. [2008-36021]

Ramírez-Ruiz, J., Valenzuela-Rendón, M., & Hugo Terashima Marin, PhD, H.. A New Approach to Fuzzy LCSs in Two-Dimensional Continuous Multistep Environment with Continuous Vector Actions. GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE 2008. Estados Unidos de América. pp: 1433-1434. July . 2008. [2008-33670]

Hugo Terashima Marin, PhD, H., Farías-Zárate, C., Ross, P., & Valenzuela-Rendón, M.. Comparing two Models to Generate Hyper-heuristics for the 2D Regular Bin-Packing Problem. CIDTEC 38. México. pp: 180-180. January . 2008. [2008-36022]

Hernández-Cisneros, R., Hugo Terashima Marin, PhD, H., & Conant-Pablos, S.. Comparison of Class Separability, Forward Sequential Search and Genetic Algorithms for Feature Selection in the Classification of Individual and Clustered MIcrocalcification in Digital Mammograms.CIDTEC 38. México. pp: 181-181. January . 2008. [2008-36023]

Hernández-Cisneros, R., Hugo Terashima Marin, PhD, H., & Conant-Pablos, S.. Detection and Classification of Microcalcification Clusters in Mammograms using Evolutionary Neural Networks. CIDTEC 38. México. pp: 302-302. January . 2008. [2008-36025]

Hugo Terashima Marin, PhD, H., Ortiz-Bayliss, J., Ross, P., & Valenzuela-Rendón, M.. Dynamic Variable Ordering for Hard Binary Constraint Satisfaction Problems by Means of Hyper-Heuristics. WORKSHOP ON HYPER-HEURISTICS PPSN). Alemania. September. 2008. [2008-33671]

Fernández-Carrasco, L., Hugo Terashima Marin, PhD, H., & Valenzuela-Rendón, M.. Excitable Media: A way towards Autonomic Computing. IADIS INTERNATIONAL CONFERENCE INFORMATICS 2008. Países Bajos. July . 2008. [2008-30553]

Hugo Terashima Marin, PhD, H., Ortiz-Bayliss, J., Ross, P., & Valenzuela-Rendón, M.. Hyper-heuristics for the Dynamic Variable Ordering in Constraint Satisfaction Problems. GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE 2008. Estados Unidos de América. pp: 571-578. July . 2008. [2008-30552]

Fernández-Carrasco, L., Hugo Terashima Marin, PhD, H., & Valenzuela-Rendón, M.. On the Possibility to Design Intelligent Sensor Systems after Excitable Media Models: An Agent-Based Simulation. IEEE INTERNATIONAL CONFERENCE ON SYSTEMS MAN AND CYBERNETICS 2008. Singapur. October . 2008. [2008-33673]

Toledo-Suárez, C., Valenzuela-Rendón, M., Hugo Terashima Marin, PhD, H., & Uresti-Charre, E.. On the Relativity in the Assessment of Blind Optimization Algorithms and the Problem-Algorithm Coevolution. CIDTEC 38. México. pp: 196-196. January . 2008. [2008-36024]

Hugo Terashima Marin, PhD, H.. A Comparative Study of Evolutionary-Computation-Based Models for Generating Hyper-heuristics when Solving 2D-Regular Cutting Stock Problems. ESICUP MEETING. Japón. March . 2007. [2007-20093]

Hernández-Cisneros, R., & Hugo Terashima Marin, PhD, H.. Classification of Individual and Clustered Microcalcifications in Digital Mammograms using Evolutionary Neural Networks. CONGRESO DE INVESTIGACIÓN Y DESARROLLO Tecnológico. México. January . 2007.[2007-20033]

Hugo Terashima Marin, PhD, H., Farías-Zárate, C., Ross, P., & Valenzuela-Rendón, M.. Comparing Two Models to Generate Hyper-heuristics for the 2D-Regular Cutting Stock Problems. GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE. Reino Unido. pp: 2182-2189. July . 2007. [2007-20735]

Oporto-Diaz, S., Hernández-Cisneros, R., & Hugo Terashima Marin, PhD, H.. Detection of Microcalcification Clusters in Mammograms Using a Difference of Optimized Gaussian Filters. CONGRESO DE INVESTIGACIÓN Y DESARROLLO Tecnológico. México. January . 2007.[2007-20032]

Hernández-Cisneros, R., & Hugo Terashima Marin, PhD, H.. Feature Selection for the Classification of Both Individual and Clustered Microcalcifications in Digital Mammograms Using Genetic Algorithms. CONGRESO DE INVESTIGACIÓN Y DESARROLLO Tecnológico.México. January . 2007. [2007-20031]

Hugo Terashima Marin, PhD, H., Farías-Zárate, C., Ross, P., & Valenzuela-Rendón, M.. General Model to Produce Hyper-heuristics for 2D-Regular Cutting Stock Problems. ESICUP MEETING. Japón. March . 2007. [2007-20092]

Hugo Terashima Marin, PhD, H., Ortiz-Bayliss, J., Ross, P., & Valenzuela-Rendón, M.. Hyperheuristics for the Dynamic Variable Ordering in Constraint Satisfaction Problems. GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE. Reino Unido. July . 2007. [2007-28982]

Toledo-Suárez, C., Valenzuela-Rendón, M., Hugo Terashima Marin, PhD, H., & Uresti-Charre, E.. On the Relativity in the Assessment of Blind Optimization Algorithms and the Problem-Algorithm Coevolution. GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE. Reino Unido. pp: 1436-1443. July . 2007. [2007-20752]

Illanes-Diaz Rivera, L., Hugo Terashima Marin, PhD, H., & Ross, P.. The Irregular Non-Fit Polygon using Minkowski Sums with Binary and Local Search. ESICUP MEETING. Japón. July . 2007. [2007-20094]

Hugo Terashima Marin, PhD, H., Farías-Zárate, C., Ross, P., & Valenzuela-Rendón, M.. Two-Phase GA-Model to Learn Generalized Hyper-heuristics for the 2D-Cutting Stock Problem. CONGRESO DE INVESTIGACIÓN Y DESARROLLO Tecnológico. México. January . 2007.[2007-20034]

Hugo Terashima Marin, PhD, H., Farías-Zárate, C., Ross, P., & Valenzuela-Rendón, M.. A GA-Based Method to Produce Generalized Hyper-heuristics for the 2D-Regular Cutting Stock Problem. GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE. Estados Unidos de América. pp: 591-598. July . 2006. [2006-13615]

Valenzuela-Rendón, M., Martínez-Alfaro, H., & Hugo Terashima Marin, PhD, H.. A deterministic alternative to competent genetic algorithms that solves to optimality linearly decomposables problems in polynomial time. CONGRESO DE INVESTIGACIÓN Y DESARROLLO Tecnológico. México. December . 2006. [2006-11990]

Hernández-Cisneros, R., & Hugo Terashima Marin, PhD, H.. Evolutionary Neural Networks Applied to the Classification of Microcalcification Clusters in Digital Mammograms. CONGRESS ON EVOLUTIONARY COMPUTATION. Canadá. July . 2006. [2006-13616]

Hernández-Cisneros, R., & Hugo Terashima Marin, PhD, H.. Feature Selection for the Classification of Microcalcification Clusters in Digital Mammograms using Genetic Algorithms. MEDICAL APPLICATIONS OF GENETIC AND EVOLUTIONARY COMPUTATION WORKSHOP (MEDGEC). Estados Unidos de América. July . 2006. [2006-13736]

Hugo Terashima Marin, PhD, H., Morán-Saavedra, A., & Ross, P.. Forming Hyper-heuristics with GAs when Solving 2D-Regular Cutting Stock Problems. CONGRESS ON EVOLUTIONARY COMPUTATION. Canadá. September. 2006. [2006-11104]

de la Calleja-Manzanedo, R., & Hugo Terashima Marin, PhD, H.. Algoritmos Genéticos como Heurísticas para Ordenamiento Dinámico de Variables en Problemas de Satisfacción de Restricciones. CONGRESO DE INVESTIGACIÓN Y DESARROLLO Tecnológico. México. pp: 474-481. January . 2005. [2005-8414]

Tavernier-Deloya, J., & Hugo Terashima Marin, PhD, H.. Asignación de Eventos de Transporte de Carga a Camiones mediante. CONGRESO DE INVESTIGACIÓN Y DESARROLLO Tecnológico. México. pp: 496-503. January . 2005. [2005-8413]

Cuesta, A., Garrido-Luna, L., & Hugo Terashima Marin, PhD, H.. Building Hyper-heuristics through Ant Colony Optimization for the 2D Bin Packing Problem. CONGRESO DE INVESTIGACIÓN Y DESARROLLO Tecnológico. México. January . 2005. [2005-11760]

Hernández-Cisneros, R., & Hugo Terashima Marin, PhD, H.. Comparación entre el Entrenamiento Basado en el Gradiente y el Entrenamiento Evolutivo en Redes Neuronales Artificiales hacia delante aplicadas a la Clasificación de Imágenes. CONGRESO DE INVESTIGACIÓN Y DESARROLLO Tecnológico. México. pp: 504-511. January . 2005. [2005-8415]

Oporto-Diaz, S., Hernández-Cisneros, R., & Hugo Terashima Marin, PhD, H.. Detección de Microcalcificaciones en Imágenes de Mamografías Usando Diferencia de Filtros Gaussianos Optimizados. CONGRESO DE INVESTIGACIÓN Y DESARROLLO Tecnológico. México.pp: 293-293. January . 2005. [2005-8416]

Flores-Alvarez, E., & Hugo Terashima Marin, PhD, H.. Hiper-Heurísticas y Sistemas de Clasificadores para Solucionar Problemas de Corte de Material en Dos Dimensiones. CONGRESO DE INVESTIGACIÓN Y DESARROLLO Tecnológico. México. pp: 520-528. January .2005. [2005-8411]

Hugo Terashima Marin, PhD, H., Flores-Alvarez, E., & Ross, P.. Hyper-heuristics and Classifier Systems for Solving 2D-Regular Cutting Stock Problems. Genetic and Evolutionary Computation Conference 2005. Estados Unidos de América. pp: 637-643. June . 2005. [2005-9794]

Morán-Saavedra, A., & Hugo Terashima Marin, PhD, H.. Optimización de Corte de Material en Dos Dimensiones usando Hiper-heurísticas y Algoritmos Genéticos. CONGRESO DE INVESTIGACIÓN Y DESARROLLO Tecnológico. México. pp: 546-555. January . 2005. [2005-8410]

Huerta-Amante, D., & Hugo Terashima Marin, PhD, H.. Adaptación de castigos en problemas de calendarización utilizando Ags. CONGRESO DE INVESTIGACIÓN Y EXTENSIÓN DEL SISTEMA Tecnológico DE MONTERREY. México. January . 2004. [2004-1640]

Huerta-Amante, D., & Hugo Terashima Marin, PhD, H.. Adaptación de castigos en problemas de calendarización utilizando Ags. CONGRESO DE INVESTIGACIÓN Y DESARROLLO Tecnológico. México. January . 2004. [2004-8110]

Oporto-Diaz, S., Hernández-Cisneros, R., & Hugo Terashima Marin, PhD, H.. Detección de Microcalcificaciones en Imágenes de Mamografías Usando Diferencia de Filtros Gaussianos Optimizados. CONFERENCIA LATINOAMERICANA DE INFORMÁTICA (CLEI2004). Perú. pp: 921-931. September. 2004. [2004-7617]

Huerta-Amante, D., & Hugo Terashima Marin, PhD, H.. Solving Congress Timetabling with Genetic Algorithms and Adaptive Penalty Weights. PRACTICE AND THEORY OF AUTOMATED TIMETABLING. Estados Unidos de América. pp: 505-508. August . 2004. [2004-7618]

Huerta-Amante, D., & Hugo Terashima Marin, PhD, H.. Solving Congress Timetabling with Genetic Algorithms and Adaptive Penalty Weights. IX IBERO-AMERICAN CONFERENCE ON ARTIFICIAL INTELLIGENCE. México. January . 2004. [2004-4767]

Angles-Domínguez, M., & Hugo Terashima Marin, PhD, H.. Análisis de Estabilidad para Problemas de Satisfacción de Restricciones. CORE 2003. México. May . 2003. [2003-1747]

Angles-Domínguez, M., & Hugo Terashima Marin, PhD, H.. Análisis de Estabilidad pàra Problemas Dinámicos de Satisfacción de Restricciones. CONGRESO DE INVESTIGACIÓN Y EXTENSIÓN DEL SISTEMA Tecnológico DE MONTERREY. México. January . 2003. [2003-1748]

Dempe, S., Kalashnikov, V., & Hugo Terashima Marin, PhD, H.. Application of Discrete Bilevel Programming to Cash-Out Problem in Natural Gas Industry. The International Applied Business Research Confer. México. March . 2003. [2003-1820]

Dempe, S., Hugo Terashima Marin, PhD, H., & Kalashnikov, V.. Application of Discrete Bilevel Programming to Some Applied Problems. FOURTH MEXICAN INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE (ENC 2003). Estados Unidos de América. pp: 254-262.December . 2003. [2003-8386]

Hugo Terashima Marin, PhD, H., & Uc-Cetina, V.. Container Loading optimization using GAs. CONGRESO DE INVESTIGACIÓN Y EXTENSIÓN DEL SISTEMA Tecnológico DE MONTERREY. México. January . 2003. [2003-2185]

Hugo Terashima Marin, PhD, H., & Montaño-Marañón, S.. Optimizing Weight and Torque of Squirrel Cage Induction Motors usign GAs. CONGRESO DE INVESTIGACIÓN Y EXTENSIÓN DEL SISTEMA Tecnológico DE MONTERREY. México. January . 2003. [2003-4194]

Uc-Cetina, V., & Hugo Terashima Marin, PhD, H.. Container Loading Optimization using a Genetic Algorithm. MICAI/TAINA. México. pp: 241-252. April . 2002. [2002-9717]

Montaño-Marañón, S., & Hugo Terashima Marin, PhD, H.. Utilización de Algoritmos Genéticos para la Optimización de Motores de Inducción Jaula de Ardilla. MICAI. México. pp: 173-182. April . 2002. [2002-5173]

Illanes-Diaz Rivera, L., & Hugo Terashima Marin, PhD, H.. XXXI Congreso de Investigación y Extensión. Jan. 18-19, 2001 of Monterrey Tech System. CONGRESO DE INVESTIGACIÓN Y DESARROLLO Tecnológico. México. January . 2002. [2002-59396]

Lucas-González, S., & Hugo Terashima Marin, PhD, H.. GENERATING PROGRAMS FOR SOLVING VECTOR AND MATRIX PROBLEMS USING GENETIC PROGRAMMING. GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE-2001. Estados Unidos de América.May . 2001. [2001-3061]

Hugo Terashima Marin, PhD, H., Ross, P., & Valenzuela-Rendón, M.. Application of the Hardness Theory when Solving the Timetabling Problem with GAs. CONGRESS ON EVOLUTIONARY COMPUTATION. Estados Unidos de América. pp: 604-611. July . 1999. [1999-9721]

Hugo Terashima Marin, PhD, H., Ross, P., & Valenzuela-Rendón, M.. Clique-based Crossover for Solving the Timetabling Problem with GAs. CONGRESS ON EVOLUTIONARY COMPUTATION. Estados Unidos de América. pp: 1200-1206. July . 1999. [1999-9720]

Hugo Terashima Marin, PhD, H., Ross, P., & Valenzuela-Rendón, M.. Evolution of Constraint Satisfaction Strategies in Examination Timetabling. Genetic and Evolutionary Computation Conference 99. Estados Unidos de América. pp: 635-642. July . 1999. [1999-9719]

Hugo Terashima Marin, PhD, H.. Genetic Algorithms and Conventional Graph Colouring Methods for Solving Simple and Random Timetabling Problems. XII REunión Nacional de Inteligencia Artificial. México. pp: 148-155. September. 1995. [1995-9936]

 

BOOK PUBLICATIONS (4)

Gelbukh, A., De Albornoz-Bueno, A., & Hugo Terashima Marin, PhD, H.. Advances in Artificial Intelligence MICAI 2005. Springer Verlag (Germany) Alemania. Editado November . 2005. [2005-11849]

Cantú-Ortiz, F., Campbell-Dávila, M., & Hugo Terashima Marin, PhD, H.. Proccedings of the 5º International Symposium on Artificial Intelligence. AAAI Press Estados Unidos de América. Editado December . 1992. [1992-9204]

Cantú-Ortiz, F., & Hugo Terashima Marin, PhD, H.. Proccedings of the 4º International Symposium on Artificial Intelligence. Limusa Editorial México. Editado October . 1991. [1991-9203]

Cantú-Ortiz, F., & Hugo Terashima Marin, PhD, H.. Proccedings of the 3º International Symposium on Artificial Intelligence. Limusa Editorial México. Editado October . 1990. [1990-9202]

 

BOOK CHAPTERS (5)

Conant-Pablos, S., Hernández-Cisneros, R., & Hugo Terashima Marin, PhD, H.. Genetic and Evolutionary Computation: Medical Applications. Feature Selection for the Classification of Microcalcifications in Digital Mammograms using Genetic Algorithms, Sequental Search and Class Separability John Wiley and Sons Reino Unido. 2011. Stephen L. Smith, Stefano Cagnoni. [2011-41654]

Soria-Alcaráz, J., Hugo Terashima Marin, PhD, H., & Carpio-Valadez, J.. Studies in Computational Intelligence - Soft Computing for Intelligent Control and Mobile Robotics. Academic Timetabling Design Using Hyper-Heuristics Springer Verlag (Germany) Alemania. 2011. . [2011-67623]

Hernández-Cisneros, R., Hugo Terashima Marin, PhD, H., & Conant-Pablos, S.. Advanced Computational Intelligence Paradigms in Healthcare - 3. Detection and Classification of Microcalcification Clusters in Mammograms using Evolutionary Neural Networks Springer Verlag (Germany) Alemania. 2008. Margarita Sordo, Sachin Vaidya, Prof. Lakhmi Jain. [2008-24517]

Kalashnikov, V., Dempe, S., & Hugo Terashima Marin, PhD, H.. Proceedings of the Fourth Mexican International Conference on Computer Science. Application of Discrete Bilevel Programming to Some Applied Problems Institute of Electrical and Electronics Engineers (IEEE)Estados Unidos de América. 2003. E. Chávez et al.. [2003-12114]

Hugo Terashima Marin, PhD, H.. Operational Expert systems Applications in Mexico. SEHUSI, An Expert System for Describing Human Behavior in a Work Environment Pergamon Press Estados Unidos de América. 1991. F. J. Cantú Ortiz. [1991-9722]

 

PEER REVIEWED PUBLICATIONS  (1)

Fernández-Carrasco, L., Hugo Terashima Marin, PhD, H., & Valenzuela-Rendón, M.. Autonomic Computing: Exploring Self-Organization and Self-Configuration using Models of Excitable Media. COMMUNICATIONS OF SIWN. Reino Unido. pp: 158-162. July . 2008. [2008-31494]

 

NON PEER REVIEWED PUBLICATIONS  (5)

Fernández-Carrasco, L., Hugo Terashima Marin, PhD, H., & Valenzuela-Rendón, M.. n Autonomic Computing Mechanism to Enable Self-Protection and Self-Healing. ADVANCES OF ARTIFICIAL INTELLIGENCE AND APPLICATIONS. México. November . 2009. [2009-44348]

Fernández-Carrasco, L., Hugo Terashima Marin, PhD, H., & Valenzuela-Rendón, M.. "Self-healing and Self-protecting Computing Systems: In the Search of Autonomic Computing". ADVANCES OF ARTIFICIAL INTELLIGENCE AND APPLICATIONS. México. pp: 109-118. October .2008. [2008-36020]

Hugo Terashima Marin, PhD, H., Hernández-Cisneros, R., & Conant-Pablos, S.. Clasificación de Microcalcificaciones Individuales y en Agrupamientos en Mamografías Digitalizadas usando Redes Neuronales Evolutivas. TRANSFERENCIA. México. pp: 28-29. April . 2008. [2008-31497]

Hugo Terashima Marin, PhD, H.. Computación Evolutiva e Hiperheurísticas para Problemas de Empacado de Material. CONOCIMIENTO. México. pp: 41-42. April . 2007. [2007-31496]

Hugo Terashima Marin, PhD, H.. Enfoques Evolutivos en la Froamción de Hiperheurísticas para la Solución de Problemas de Corte de Material de Dos Dimensiones. TRANSFERENCIA. México. January . 2007. [2007-31495]

 

OTHER ACADEMIC ACTIVITIES (1)

. Mexican International Conference on Artificial Intelligence. . January . 2005. [2005-129967]

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