Publications

 

  1. •Evolutionary Computation

  2. •Knowledge representation and deductive reasoning

  3. •Logic programming

  4. •Programming languages & tools


Evolutionary Computation


  1. •S. Luis and M.V. dos Santos. On the Evolvability of a Hybrid Ant Colony-Cartesian Genetic Programming Methodology, Euro GP, Vienna, 2012

  2. •G. Holker and M.V. dos Santos. Toward an Estimation of Distribution Algorithm for the Evolution of Artificial Neural Networks. In Proceedings of the Conference on Computer Science and Software Engineering, Montreal, 2010

  3. •N.P.A. Browne and M.V. dos Santos. Adaptive Representations for Improving Evolvability, Parameter Control, and Parallelization of Gene Expression Programming. Applied Computational Intelligence and Soft Computing, 2010

  4. •E. Ghoulbeigi and M.V. dos Santos. Probabilistic Developmental Program Evolution. 25th ACM Symposium on Applied Computing, 2009

  5. •S. Johns and M.V. dos Santos. On the Evolution of Neural Networks for Pairwise Classification Using Gene Expression Programming. In proceedings of the Genetic and Evolutionary Computation Conference (GECCO), pages 1903-1904, 2009

  6. •B. Gaiderowicz, A. Sadeghian, and M. V. dos Santos. Expectation Maximization Enhancement with Evolution Strategy for Stochastic Ontology Mapping. In proceedings of the Genetic and Evolutionary Computation Conference (GECCO), pages 1847-1848, 2009

  7. •V. Akbarzadeh, A. Sadeghian, and M. V. dos Santos . Inducing Relational Fuzzy Classification Rules by means of Cooperative Coevolution in Foundations of Computational Intelligence Vol 4: Bio-Inspired Data Mining Theoretical Foundations and Applications, Studies in Computational Intelligence, Chapter 6. Springer Verlag, Germany, 2009.

  8. •V. Akbarzadeh, A. Sadeghian, and  M.V. dos Santos. Derivation Of Relational Fuzzy Classification Rules Using Evolutionary Computation. International Conference on Fuzzy Systems (FUZZ2008), Accepted 2008.

  9. •H.H. Park, A. Grings, M.V. dos Santos, and A. S. Soares. Parallel Hybrid Evolutionary Computation: Automatic Tuning of Parameters for Parallel Gene Expression Programming. Applied Mathematics and Computation. Volume 201, Issues 1-2, 15 July 2008, Pages 108-120.


Knowledge Representation and Deductive Reasoning


  1. •R.Freire, . Santos, D. N. Santos ,M.V. dos Santos, and P. Santos An exercise on developing an ontology-epistemology about schizophrenia and neuroanatomy. In Proceedings of the International Conference on Biomedical Ontology, Buffalo, NY, USA, 2009

  2. •M.V. dos Santos, R. C. de Brito, H-H. Park, and P. Santos. Logic-Based Interpretation of Geometrically Observable Changes Occurring in Dynamic Scenes. Applied Intelligence, Volume 31, Issue 2, Page 161, 2009

  3. •Marcus V. dos Santos, Paulo E. Santos. A Path semantics for Image Sequence Interpretation. VII SBAI/II IEEE-Latin American Robotics Symposium, Maranhao, Brazil, 2005.

  4. •Marcus V. dos Santos, Paulo E. Santos. Sensor Data Assimilation as Database Transactions. The AAAI Spring Symposium on Logical Formalization of Commonsense Reasoning, Stanford University in Palo Alto, California, March 24-26, 2003.

  5. •Marcus V. dos Santos. Specifying and Reasoning about actions in open-worlds using Transaction Logic. ECAI 2000: Workshop on Cognitive Robotics, Berlin, Germany, August 21-22, 2000.

  6. •Marcus V. Santos, Marcio Rillo. Approaching the Plans are Programs Paradigm Using Transaction Logic. Fourth European Conference on Planning ECP '97, Toulouse, Sep. 24-26, 1997.

  7. •Marcus V. dos Santos, Paulo E. Santos, Flavio S. Correa, Marcio Rillo. Actions as Prolog Programs. 2nd IEEE Symposium on Intelligence in Automation and Robotics, Washington, Nov, 96.

  8. •Marcus V. dos Santos. On the Formalization of Actions Using Transaction Logic. ECAI'96 workshop on Cross-fertilization in Planning, Budapest, Aug, 96.


Logic Programming


  1. •Marcus V. dos Santos. Executable denotations for concurrent languages using Concurrent Transaction Logic. Proceedings of the WLP-06, 20th Workshop on Logic Programming,Vienna, Austria, 2006

  2. • Marcus V. dos Santos. Denotational Semantics Using Horn Concurrent Transaction Logic. Proceedings of the ICLP-05, International Conference on Logic Programming,Sitges, Spain, 2005.

  3. •Jiwen Ge and Marcus V. dos Santos. Using logic programming techniques to handle timing and priority constraints in real-time systems. Seventh World Conference On Integrated Design & Process Technology (IDPT'03), Austin, Texas, Dec 3-5, 2003.


Programming Languages & Software Tools


  1. •Costa, E., Grings, A., dos Santos, M. V. Documentation Methods for Visual Languages in Visual Languages for Interactive Computing: Definitions and Formalization, ed. F. Ferri, pag. 432-450. Idea Group Inc. Publication, 2008.

  2. •Marcus V. dos Santos,Isaac Woungang, Moses Nyongwa. Pliant: A Software Framework for Web-Based Courseware Development. Handbook of E-Learning Methodologies for Language Acquisition, Rita de Cassia Veiga Marriott & Patricia Lupion Torres (Eds.), Idea Group Publishing. Chapter 11, pages 165-184, 2008.

  3. •Marcus V. dos Santos, Isaac Woungang, and Moses Nyongwa. Academia: a simple Web-based courseware tool fully implemented in Pliant. World Conference on Educational Multimedia, Hypermedia and Telecomunications (EDMEDIA'05), Montreal, Canada, June 27-July 02, 2005.

  4. •Moses Nyongwa, Isaac Woungang, and Marcus V. dos Santos. Web-based Lecturing: A Case Study of the CUSB1 Certificate Program in Translation. IASTED International Conference on Education and Technology (ICET 2005), July 04 to July 06, 2005, at Calgary, Canada.

  5. •Marcus V. dos Santos, Isaac Woungang, and Patrice O. de Mendez. Pliant: Moren than a Programming Language, a Flexible E-learning Tool. World Conference on Educational Multimedia, Hypermedia and Telecomunications (EDMEDIA'04), Lugano, Switzerland, June 21-26, 2004.

  6. •Marcus V. dos Santos. Transposing the Semantic Gap Separating the Procedural, Functional, and Logical programming Paradigms. Masters Dissertation, Universidade de Uberlândia, Brazil, 1993.