Diferencia entre revisiones de «Usuario:Borja.ayerdi»
De Grupo de Inteligencia Computacional (GIC)
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2013 | 2013 | ||
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* Darya Chyzhyk, Borja Ayerdi, Josu Maiora | |||
: "Active Learning with Bootstrapped Dendritic Classifier applied to medical image segmentation" | |||
: ''Special Issue on KES 2012. Pattern Recognition Letters (Accepted, minor revision)'' | |||
: JCR 2011 - 1.034 (Q3 CSAI) / [5-Year Impact Factor: 1.724] | |||
* Josu Maiora, Borja Ayerdi, Manuel Graña | * Josu Maiora, Borja Ayerdi, Manuel Graña | ||
: "Random Forest Active Learning for Computed Tomography Angiography Image Segmentation" | : "Random Forest Active Learning for Computed Tomography Angiography Image Segmentation" | ||
: ''Neurocomputing (in press)'' | : ''Neurocomputing (in press)'' | ||
: JCR 2011 - 1.580 (Q2 CSAI) | : JCR 2011 - 1.580 (Q2 CSAI) / [5-Year Impact Factor: 1.595] | ||
| Línea 66: | Línea 72: | ||
: "Hybrid Extreme Rotation Forest" , | : "Hybrid Extreme Rotation Forest" , | ||
: ''Special Issue on ELM 2012. Cognitive Computation (Accepted, minor revision)'' | : ''Special Issue on ELM 2012. Cognitive Computation (Accepted, minor revision)'' | ||
: JCR 2011 - 1.000 (Q3 CSAI, Q4 Neurosciences) | : JCR 2011 - 1.000 (Q3 CSAI, Q4 Neurosciences) / [5-Year Impact Factor: 1.016] | ||
Revisión del 11:10 20 mar 2013
Borja Ayerdi Vilches
Personal Data
- E-mail: borja.ayerdi@ehu.es
- Address:
- Computational Intelligence Group
- Computer Science Faculty - Lab. 307
- University Of The Basque Country (UPV/EHU)
- Paseo Manuel Lardizabal 1 - CP: 20018 Donostia/San Sebastián (GUIPUZCOA) - Spain
- Tfno.: (+34) 943.01.80.47
Studies
- Technical Engineering in Information Management (2006/2009) - Universidad del País Vasco (UPV/EHU).
- Computer Science Engineer (2009/2011) - Universidad del País Vasco (UPV/EHU).
- Masters Degree in Computational Engineering and Intelligent Systems (2011/2012) - Universidad del País Vasco (UPV/EHU).
- Currently:
- PhD Student in the Computational Intelligence Group of the Computer Science and Artificial Intelligence Department - Universidad del País Vasco (UPV/EHU).
Research Areas
- Medical Image segmentation and registration.
- Machine Learning application to medical image processing.
- Extreme Learning Machines.
- Hyperspectral imaging.
Working experience
- January 2012 - ongoing: Beca predoctoral / Predoctoral fellowship granted by Gobierno Vasco / Basque Government.
- September 2011 - December 2011: Personal Investigador Contratado / Hired researcher at Universidad del País Vasco (UPV/EHU), Computational Intelligence Group.
- Project: EVARTRAC CIRUGÍA GUIADA POR IMAGEN: APLICACIÓN A LA REPARACIÓN ENDOVASCULAR DE ANEURISMAS DE AORTA.
Courses
- Vitoria-Gasteiz 2009 - (Intensive Programme) Network Security and 4n6
Intership
Publications
2013
- Darya Chyzhyk, Borja Ayerdi, Josu Maiora
- "Active Learning with Bootstrapped Dendritic Classifier applied to medical image segmentation"
- Special Issue on KES 2012. Pattern Recognition Letters (Accepted, minor revision)
- JCR 2011 - 1.034 (Q3 CSAI) / [5-Year Impact Factor: 1.724]
- Josu Maiora, Borja Ayerdi, Manuel Graña
- "Random Forest Active Learning for Computed Tomography Angiography Image Segmentation"
- Neurocomputing (in press)
- JCR 2011 - 1.580 (Q2 CSAI) / [5-Year Impact Factor: 1.595]
2012
- Borja Ayerdi, Manuel Graña
- "Hybrid Extreme Rotation Forest" ,
- Special Issue on ELM 2012. Cognitive Computation (Accepted, minor revision)
- JCR 2011 - 1.000 (Q3 CSAI, Q4 Neurosciences) / [5-Year Impact Factor: 1.016]
- Borja Ayerdi Vilches, Manuel Graña
- "Hybrid Extreme Rotation Forest".
- ELM 2012, Singapore, 11-13 December 2012.
- Borja Ayerdi, Josu Maiora, Manuel Graña
- "Active learning of Hybrid Extreme Rotation Forests for CTA image segmentation".
- Hybrid Intelligent Systems (HIS), 2012 12th International Conference on (pp. 543-548). IEEE.
2010
- Ekaitz Zulueta Guerrero, Naiara Telleria Garay, Jose Manuel Lopez-Guede, Borja Ayerdi Vilches, Eider Egilegor Iragorri, David Lecumberri Castaños, Ana Belén de la Hoz Rastrollo and Carlos Pertusa Peña
- "Prediction of Bladder Cancer Recurrences Using Artificial Neural Networks"
- Lecture Notes in Computer Science, 2010, Volume 6076, Hybrid Artificial Intelligence Systems, Pages 492-499.
Conferences
- ELM 2012, Singapore, 11-13 December 2012.
- HIS 2012, Pune (India), 04-07 December 2012.
Reviews
- KES 2012
Organizer
- Local organizing committee member of the 16th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems – (KES 2012) 10, 11 & 12 September 2012, San Sebastian, Spain.
Semana de la ciencia
- XI Semana de la Ciencia 2011 (Diario Vasco)
- XII Semana de la Ciencia 2012
