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Monday
(August 27, 2007)
ROOM TOPACIO
| 09:00-10:00 |
Registration
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| 10:00-11:00 |
Session:
Evolutionary Computation |
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- An embodied evolutionary system to
control a population of mobile robots using genetic programming (Anderson Luiz Fernandes Perez,
Guilherme Bittencourt, Mauro Roisenberg)
- Feature selection for ADMET
prediction
using genetic algorithms (Axel J.
Soto, Rocío L. Cecchini, Gustavo E. Vazquez,
Ignacio Ponzoni)
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| 11:00-11:30 |
Break
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| 11:30-12:30 |
Session:
Machine Learning and Data Mining I
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- Learning hidden Markov models with
hidden Markov trees as observation distributions (Diego H. Milone, Leandro E. Di
Persia)
- A hybrid wrapper/filter approach for
feature subset selection (Ronaldo C.
Prati, Gustavo E. A. P. A. Batista, Maria Carolina
Monard)
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12:30-13:00
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Opening
Ceremony
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| 13:00-15:00 |
Lunch
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| 15:00-16:30 |
Session:
Machine Learning and Data Mining II |
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- AWSC: An approach to Web service
classification based on machine learning techniques (Marco Crasso, Alejandro Zunino,
Marcelo Campo)
- Dealing with rare cases and avoiding
overfitting: Combining cluster-based oversampling and SMOTE (Emerson Lopes Machado, Marcelo Ladeira)
- ISOMAP based metrics for clustering (Ariel E. Bayá, Pablo M. Granitto)
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| 16:30-17:00 |
Coffee
Break
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| 17:00-18:00 |
Keynote:
Dr. Fernando Das Neves
(Snoop Consulting, Argentina) |
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"Extraño en Tierra
Extraña: Machine Learning en una empresa de software"
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| 18:00-19:00 |
Session:
Natural Language Processing |
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- A procedure to automatically enrich
verbal lexica with subcategorization frames (Irene Castellón, Laura
Alonso Alemany, Nevena Tinkova Tincheva)
- Avaliação
automática de questões conceituais discursivas (Thaís L. T. dos Santos, Aleksandra
do S. da Silva, Eloi L. Favero, Adriano D. P. Lino)
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Tuesday (August 28, 2007)
ROOM TOPACIO
| 09:00-10:00 |
Session:
Autonomous Agents and
Multi-Agent Systems |
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- Immune-based diagnosis for a learning
environment (Carine
G. Webber, Felipe L. Rizzotto, João Luís Tavares da Silva)
- An ontology-driven conceptual model of
user profiles (Victoria Eyharabide,
Analía Amandi)
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| 10:00-11:00 |
Keynote:
Dr. Boris Stilman
(University of Colorado, USA) |
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"Linguistic Geometry
Paradigm: From Fighting Wars ... To Computing Them." (Part I)
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| 11:00-11:30 |
Coffee
Break
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| 11:30-12:30 |
Keynote:
Dr. Boris Stilman
(University of Colorado, USA) |
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"Linguistic Geometry
Paradigm: From Fighting Wars ... To Computing Them." (Part II)
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| 12:30-13:00 |
Break
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| 13:00-13:30 |
Joint
Session with SSI and SIO
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- Searching the Web in context: Genetic
algorithms for exploring query space (Rocío L. Cecchini, Carlos
M. Lorenzetti, Ana G. Maguitman, Nélida B. Brignole)
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| 13:30-15:00 |
Lunch
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| 15:00-16:30 |
Session:
Bioinformatics |
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- Gradients of Pearson correlation for
the analysis of biomedical data (Marc
Strickert, Frank-Michael
Schleif, Udo Seiffert)
- The automated calculation of human
ovarian reserve (Tom
Kelsey)
- Artificial regulatory networks: A
literature review (Jessica A.
Carballido, Ignacio Ponzoni)
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| 16:30-17:00 |
Coffee
Break
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| 17:00-18:00 |
Session:
Computer Vision and Pattern Recognition |
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- Una propuesta de reconocimiento de
patrones en el tráfico de red basada en algoritmos
géneticos (Carlos A. Catania,
Carlos García Garino)
- Blind identification of Wiener
systems: A subspace approach (Juan C.
Gómez, Enrique Baeyens)
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| 18:00-19:00 |
Session:
Hybrid
Systems |
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- Modelado de sistemas no estacionarios
usando perceptrones lineales adaptativos (Lucas C. Uzal, María
Inés Széliga, Alejandro Ceccatto)
- Using neural networks to improve
classical operating system fingerprinting techniques (Javier Burroni, Carlos Sarraute)
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