My research group: Intelligent
Data
Analysis Laboratory - Digital
Signal
Processing
Group (GPDS).
My university: University of
Valencia.
I was a visiting researcher at:
My
main interests: machine learning, pattern
recognition, data analysis. Their
application to real problems: lately, I have been focused on
web mining, marketing and pharmacy applications.
ORGANIZATION
OF
CONFERENCES
& SPECIAL
SESSIONS
- 5th
International
Conference on "Advances in Medical Signal and
Information Processing (MEDSIP 2012)",
Liverpool (United
Kingdom), 5th-7th July
2012. Submission of
abstracts will be open early January 2012.
- Interpretable
models in machine
learning, at the European
Symposium on Artificial Neural Networks, Computational
Intelligence and
Machine Learning
ESANN 2012, Bruges (Belgium), 25th-27th
April,
2012, with Dr. Alfredo Vellido, Prof. Paulo Lisboa.
- Seeing is
believing: The importance of visualization in
real-world machine
learning applications, in the European
Symposium on Artificial Neural Networks, Computational
Intelligence and
Machine Learning
ESANN 2011, Bruges (Belgium), 27th-29th
April,
2011, with Dr. Alfredo Vellido, Prof. Paulo Lisboa and
Prof.
Fabrice Rossi.
- Analysis of
data
for health, in the IEEE Symposium Series on
Computational
Intelligence - SSCI 2011; in particular, in the 2011
IEEE Symposium on
Computational Intelligence and Data Mining (CIDM 2011),
with Dr.
Alfredo Vellido and Prof. Roberto Tagliaferri.
- Computational Intelligence
in Biomedicine, in the European Symposium on
Artificial Neural Networks
ESANN 2010, Bruges (Belgium), 28th-30th
April,
2010, with Prof. Paulo Lisboa and Dr. Alfredo Vellido.
- Computational
Intelligence
for Bioinformatics, in the IEEE World Congress on
Computational Intelligence WCCI 2010, Barcelona (Spain),
18th-
23rd
July, 2010, with Dr. Alioune Ngom, Dr. Michael A.
Lones, Dr. Jung-Hsien
Chiang, Dr. Alexandru Floares, Dr. Gilles Bernot, Dr.
Francesco
Masulli, Dr. Elia Biganzoli, Dr. Leif Peterson, Dr.
Alfredo Vellido, Prof. P. Lisboa, Prof. R.
Tagliaferri, Dr. Steve Ling, Prof. Amit Kumar, Dr. Ying
Guo, Dr.
Shakuntala Bulusu, Dr. Satyajeet Parija, Dr. Mihail
Popescu and Dr.
James Keller.
INVITED
TALKS
AND
SEMINARS
- A mathematical model to
predict iron
dosage. Symposium "New Insights in Bone Mineral
Metabolism &
Anaemia Management", World Congress of Nephorology WCN
2009. Milan
(Italy), May 2009.
- Reinforcement
Learning:
a computational algorithm or a neural mechanism? Organized
by
The
University
of
Manchester,
School
of
Physiological
Sciences.
Manchester
(UK),
July 2008.
- Profiling prognostic
groups of breast
cancer patients using clustering. Department of
Artificial
Intelligence, UNED. Madrid, October 2008.
- Aplicación de
técnicas de
inteligencia artificial en pacientes en
hemodiálisis (in
Spanish). Revista de Informática - Radio
3. Madrid,
December 2008.
- Status of
the art
on usage of Reinforced Learning in prescription of
Drugs. Meeting
on Advanced Technologies for Medical Data Analysis. Organized by Fresenius
Medical
Care. Bad Homburg (Germany), March 2007.
- Artificial
Neural
Networks: some recent applications. Department of
Artificial
Intelligence, UNED. Madrid, November 2007.
- Reinforcement
Learning:
a practical point of view. Department of
Artificial
Intelligence, UNED. Madrid, November 2007.
- Modelling
with
neural networks: some pharmaceutical examples:
Erythropoietin.
Seminar "Parametric and nonparametric population PK and
PD modelling.
Applications in Therapeutic Drug Monitoring". Organized
by University
of Valencia, Hospital University of Navarra and
University of Southern
California. Valencia, March 2003.
RELEVANT
PUBLICATIONS
PhD Thesis:
- Determinación
de
tendencias
en
un
portal
web
utilizando
técnicas
no
supervisadas.
Aplicación
a
sistemas
de
recomendaciones
basados
en
filtrado
colaborativo (in Spanish). Web user
profiling using
unsupervised techniques. Application to recommender
systems based on
collaborative filtering. University of
Valencia,
Spain, 2004. Download.
Book
Editions:
- Handbook of
Research on Machine Learning Applications & Trends:
Algorithms,
Methods and Techniques. Editors: E. Soria, J. D.
Martín, M.
Martínez, A. J. Serrano, R. Magdalena. Publisher: IGI Global, 2010. To
purchase a
copy, click here.
Book
Chapters:
- Neural and
kernel
methods for therapeutic drug monitoring in "Neural
networks in
Healthcare: Potential and Challenges". R. Begg, J.
Kamruzzaman, R.
Sarker, Editors. Publisher: IGI Global, 2006. To purchase
a copy, click here.
- Hyperspectral
Kernel Classifiers, in "Pattern Recognition:
Progress, Directions
and Applications". F. Pla, P. Radeva, J.
Vitrià, Editors.
Publisher: Computer Vision Center, Universitat
Autònoma de Barcelona, 2006.
- Classical
training methods, in "Metaheuristic procedures for
training neural
networks". E. Alba, R. Martí, Editors.
Publisher: Springer,
2006. To purchase a copy, click here.
- An AI walk
from
Pharmacokinetics to marketing, in "Encyclopedia of
Artificial
Intelligence". Juan R. Rabuñal,
Julián Dorado &
Alejandro Pazos, Editors. Publisher: IGI Global,
2008. To purchase a copy, click here.
- Non-Gaussian
Adaptive Filtering, in "New Signal Processing Research". Publisher:
Nova Science
Publishers,
2008. To purchase a copy, click here.
- Neural networks for
modeling the contact foot-shoe upper, in " Handbook
of
Research
on
Machine
Learning
Applications
&
Trends:
Algorithms,
Methods
and
Techniques". Publisher: IGI Global,
2010. To purchase a copy, click here.
- Neural models for rainfall
forecasting, in
"Soft Computing Methods for Practical Environment
Solutions: Techniques
and Studies". Publisher: IGI Global,
2010. To purchase a copy, click here.
- Hemoglobin level analysis in
hemodialysis
patients treated with erythropoiesis stimulating agents:
a neural
network approach, in "Intelligent Medical Technologies
and Biomedical
Engineering: Tools and Applications". Publisher: IGI Global,
2010. To purchase a copy, click here.
- Usual difficulties in the application of
reinforcement
learning to real-life problems. Proposals of solving, in
"Progress in
Education (Volume 21)". Publisher: Nova Science
Publishers, 2011. To purchase a copy, click here.
Journals:
Important note: Those copies of
papers provided
here can only be used for personal purposes. The
copyright is retained
by the corresponding journal publisher.
2012
- Detecting
rottenness caused by Penicillium genus fungi in citrus
fruits using
machine learning techniques. Expert Systems with
Applications, vol. 39, no. 1, 2012, pp. 780-785.
Available at ScienceDirect.
- Artificial neural networks
for predicting
dorsal pressures on the foot surface while walking.
Expert Systems with Applications, vol. 39, no. 5, 2012,
pp. 5349-5357.
Available at ScienceDirect.
- Use of Self-Organizing Maps
for Balanced Scorecard analysis to monitor the
performance of dialysis clinic chains. Health
Care Management Science, vol. 15, no. 1, 2012, pp. 79-90.
Available at SpringerLink.
- Self-Organising Maps: A new
way to screen the level of satisfaction of dialysis
patients. Expert Systems with Applications (in
press). Available at ScienceDirect.
2011
- BELM: Bayesian
Extreme Learning Machine. IEEE Transactions on
Neural
Networks, vol. 22, no. 3, March 2011, pp. 505-509.
Available at IEEEXplore.
- Regularized Extreme Learning
Machines for
regression problems. Neurocomputing (accepted).
Available at ScienceDirect.
2010
- Data Mining in
Cancer Research (application notes). IEEE
Computational
Intelligence Magazine, vol. 5, no. 1, 2010, pp. 14-18.
Available at IEEEXplore.
- Description
and
evaluation of an introductory course to Matlab for a
heterogeneous
group of university student. Computer Applications
in Engineering
Education, vol. 18, no. 4, pp. 750-756 . Available at Wiley Online
Library.
2009
- Assigning
discounts in a marketing campaign by using Reinforcement
Learning and
Neural Networks. Expert Systems with
Applications, vol. 36, no. 4, 2009, pp. 8022-8031.
Available at ScienceDirect.
- A
Reinforcement
Learning approach for Individualizing Erythropoietin
Dosages in
Hemodialysis Patients. Expert Systems with
Applications, vol. 36, no. 6, 2009, pp. 9737-9742. Available
at ScienceDirect.
- Qualitative analysis of goat
and sheep
production data using self-organizing maps.
Expert Systems, vol.
26, no. 2, pp. 191-201. Available at Wiley
InterScience.
- Simucapra: An Educational
Software
Application for Animal Nutrition based on Matlab.
International
Journal of Engineering Education, vol. 25, no. 5, 2009,
pp. 998-1004. Available at the journal's web site.
2008
- Predicting
Service Request in Support Centers based on Nonlinear
dynamics, ARMA
Modeling and Neural Networks. Expert Systems with
Applications, vol. 34, no. 1, 2008, pp. 665-672. Available at ScienceDirect.
- Web mining
based
on Growing Hierarchical Self-Organizing Maps: Analysis of a real
citizen
web portal. Expert Systems with Applications, vol. 34, no. 4, 2008,
pp. 2988-2994. Available at ScienceDirect.
- An integrated
framework for risk profiling of breast cancer patients
following surgery. Artificial Intelligence
in Medicine, vol. 42, no. 3, 2008, pp. 165-188. Available at ScienceDirect.
- Teaching
Laboratory in Analog Electronics Changes to Address
Bologna
Requirements. IEEE Transactions on
Education, vol. 51, no. 4, 2008, pp.
456-460. Available at IEEEXplore.
2007
- Steady-State and Tracking
Anaysis of a
Robust Adaptive Filter with Low Computational Cost.
Signal
Processing Letters, vol. 87, no. 1, 2007, pp. 210-215.
Available at ScienceDirect.
- An approach
based
on
the Adaptive Resonance Theory for analysing the
viability of
recommender systems in a citizen Web portal. Expert Systems with
Applications, vol. 33, no. 3, 2007, pp. 743-753. Available at ScienceDirect.
- Weekly milk
production on dairy goats using neural networks. Neural Computing and
Applications, vol. 16, no. 4-5, 2007, pp. 373-381.
Available here.
2006
- Studying the
feasibility of a recommender in a citizen web portal
based on user
modeling and clustering algorithms. Expert Systems with
Applications, vol. 30, no. 2, 2006, pp.
299-312. Available at ScienceDirect.
- Robust
adaptive algorithm with low computational cost.
Electronics letters,
vol.
42,
no.
1,
2006,
pp.
60-62.
Available here.
- Enhancing
decision-based neural networks through local
competition.
Neurocomputing, vol. 69, no. 7-9, 2006,
pp. 905-908. Available at ScienceDirect.
- Efficient
pruning of multilayer perceptrons using a fuzzy sigmoid
activation
function. Neurocomputing, vol. 69,
no. 7-9, 2006, pp.
909-912.
Available at ScienceDirect.
- Non-linear
RLS-based
algorithm for pattern recognition. Signal
Processing Letters, vol.
86, no. 5, 2006, p.p. 1104-1108. Available
at ScienceDirect.
- Neural
networks
for
animal science applications: two case studies. Expert Systems with
Applications, vol. 31, no. 2, 2006, pp. 444-450. Available at ScienceDirect.
- Neural
networks
for analysing the relevance of input variables in the
prediction of
tropospheric ozone concentration. Atmospheric Environment, vol. 40, no. 32, pp.
6173-6180.
Available at ScienceDirect.
2005
- Unbiased
sensitivity analysis and pruning techniques in neural
networks for
surface ozone modelling. Ecological Modelling,
vol. 182,
no. 2, 2005, pp. 149-158.
Available at ScienceDirect.
2004
- A novel
approach
to introducing adaptive filters on the LMS algorithm and
its variants.
IEEE
Transactions
on
Education,
vol.
47,
no.
1,
January
2004,
pp.
127-133. Available at IEEEXplore.
- The use of
neural
networks in the prediction of the result of endoscopic
treatment of
vesicoureteral reflux. BJU International, vol
94, March 2004, pp. 120-122.
- Robust Support
Vector Method for Hyperspectral Data Classification and
Knowledge
Discovery. IEEE Transactions on
Geoscience and
Remote Sensing, vol. 42, no. 7, July 2004, pp. 1530-1542. Available at IEEEXplore.
- Crane
collision
modelling using a neural network approach. Expert Systems with
Applications, vol. 27, no. 3, October 2004,
pp. 341-348. Available at ScienceDirect.
- Channel
equalisation using a soft back-propagation
learning algorithm. Journal
of
Electrical
Engineering,
vol.
55,
no.
5-6,
2004,
pp.
156-160.
Available
at http://iris.elf.stuba.sk/JEEEC/data/pdf/05-06_104-7.pdf.
- Neural
networks
as effective
techniques in clinical management of patients: some case
studies. Transactions
of
the
Institute
of
Measurements
and
Control,
vol.
26,
no.
3,
2004,
pp.
169-183. Available
from here.
- Fuzzy sigmoid
kernel for support vector classifiers. Neurocomputing, vol.
62C, 2004,
pp. 501-506. Available at ScienceDirect.
- Profiled
support
vector machines
for antisense oligonucleotide efficacy prediction. BMC Bioinformatics,
2004, 5:135. Available at www.biomedcentral.com/1471-2105/5/135.
2003
- Use of neural
networks for dosage individualization of erythropoietin
in patients
with secondary anemia to chronic renal failure.
Computers in
Biology and Medicine, vol. 33, no. 4, July 2003, pp.
361-373. Available
at ScienceDirect.
- Dosage
individualization of erythropoietin using a
profile-dependent support
vector regression. IEEE Transactions on
Biomedical
Engineering, Vol. 50, no. 10, October 2003, pp. 1136-1142. Available at IEEEXplore.
- A low
complexity
fuzzy activation function for artificial neural
networks. IEEE Transactions on Neural
Networks, Vol. 14, no. 6, November 2003,
pp.1576-1579. Available at IEEEXPLORE.
- Prediction of
cyclosporine dosage in patients after kidney
transplantation using neural networks. IEEE
Transactions on
Biomedical Engineering, vol. 50, no.
4, April 2003, pp. 442-448. Available at IEEEXplore.
Conferences:
2011
- Adaptive
treatment of anemia on hemodialysis patients: a
Reinforcement Learning
approach. IEEE Symposium on Computational
Intelligence and
Data Mining (CIDM 2011), 11th-15th
April 2011. Paris, France. Proceedings, pp. 44-49.
- Clustering
categorical data: a stability analysis framework. IEEE Symposium
on Computational Intelligence and
Data Mining CIDM 2011, 11th-15th
April 2011. Paris, France. Proceedings, pp. 58-65.
- Sectors on
Sectors (SonS): a new hierarchical clustering
visualization tool. IEEE Symposium
on Computational Intelligence and
Data Mining CIDM 2011, 11th-15th
April 2011. Paris, France. Proceedings, pp.
304-309.
- Seeing is
believing: the importance of visualization in real-world
machine
learning applications. European
Symposium on
Artificial Neural Networks, Computational Intelligence and
Machine
Learning ESANN 2011, 27th-29th
April 2011. Bruges, Belgium. Proceedings, pp.
219-226.
- Growing
Hierarchical Sectors on Sectors. European
Symposium on
Artificial Neural Networks, Computational Intelligence and
Machine
Learning ESANN 2011, 27th-29th
April 2011. Bruges, Belgium. Proceedings, pp.
239-244.
- Analysis of a
Reinforcement Learning algorithm using Self-Organizing
Maps. European Symposium on
Artificial Neural Networks, Computational Intelligence and
Machine
Learning ESANN 2011, 27th-29th
April 2011. Bruges, Belgium. Proceedings, pp.
245-250.
- The role of
Fisher information in primary data space for
neighbouring mapping. European
Symposium on
Artificial Neural Networks, Computational Intelligence and
Machine
Learning ESANN 2011, 27th-29th
April 2011. Bruges, Belgium. Proceedings, pp.381-386.
2010
- Computational
Intelligence in Biomedicine: some contributions. European
Symposium on
Artificial Neural Networks ESANN 2010, 28th-30th
April 2010. Bruges, Belgium. Proceedings, pp.
429-438.
- Neural models
for
the analysis of kidney disease patients. European
Symposium on
Artificial Neural Networks ESANN 2010, 28th-30th
April 2010. Bruges, Belgium. Proceedings, pp.
463-468.
- Feature selection
using ROC curves on classification problems.
International Joint
Conference on Neural Networks IJCNN 2010, 28th-30th
July 2010. Barcelona, Spain. Proceedings, pp. 1980-1985.
Available at IEEEXplore.
- Relevance ranking of
features involved in modelling dorsal pressures on the
foot surface.
2nd Congress of the International Foot and Ankle
Biomechanics Community
i-FAB 2010, 16th-18th
September 2010.
Seattle, WA, USA. Proceedings of abstracts, pp. 165.
2009
- Survival
prediction in patients undergoing ischemic cardiopathy.
International Joint Conference on
Artificial Neural Networks IJCNN 2009, Special Session
"Computational
Intelligence in Direct Support of Patient Care", 14th-19th
June 2009. Atlanta, USA. Proceedings, pp.
2979-2982. Available at IEEEXplore.
- Modeling
dorsal
pressures on the foot surface using artificial neural
networks. XXIInd
Congress of the International Society of Biomechanics ISB
2009, 5th-9th
July 2009. Cape Town, South Africa. Proceedings of
abstracts and CD.
2008
- Use of
Reinforcement Learning in two real applications. 8th European
Workshop
on
Reinforcement Learning, 30th June-4th
July 2008. Lille,
France. Proceedings of
abstracts, pp. 7, and Lecture Notes in Artificial
Intelligence, volume 5323 "Recent Advances in
Reinforcement Learning",
pp. 191-204. Available at Springer.
- Modelling the
contact of foot surface and shoe upper using artificial
neural
networks. 16th Congress of the European
Society of
Biomechanics,
6th-9th July. Lucerne, Switzerland.
Journal of
Bioinformatics, vol 41,
supplement 1, page
S479.
2007
- A family of
adaptive algorithms robust to impulsive noise. 15th IEEE
International
Conference
on Digital Signal Processing, 1st-4th
July 2007. Cardiff,
Wales, United Kingdom. Proceedings, pp. 23-26.
- A new approach
to
eliminate the boradband absorption in DOAS spectra. Workshop "Tropospheric
NO2 measured by satellites", 10th-12th
September 2007. De Bilt, The Netherlands. Proceedings,
pp. 9.
- Validation of
a
Reinforcement Learning Policy for Dosage Optimization of
Erythropoietin. 20th Australian
Joint
Conference
on Artificial Intelligence, 2nd-6th
December
2007. Goald Coast,
Australia. Lecture Notes in Computer Science AI 2007:
Advances in
Artificial Intelligence,
pp. 732-738.
2006
- User profiling
from citizen web portal accesses using the Adaptive
Resonance Theory
Neural Network. IADIS International
Conference e-Society 2006, 13th-16th
July 2006. Dublin,
Ireland. Proceedings, Vol. II, pp. 334-337.
- Reinforcement
Learning for Anemia Management in Hemodialysis Patients
Treated with
Erythropoietic Stimulating Factors. 17th
European
Conference on Artificial Intelligence ECAI 2006, Workshop on Planning,
Learning
and Monitoring with Uncertainty and Dynamic Worlds, 28th
August-1st September
2006.
Riva
del
Garda,
Italy. Proceedings,
pp.
19-24.
2005
- Cloud masking
scheme based on textural, morphological and physical
features. 3rd CHRIS/Proba
Workshop,
21st-23rd March 2005. Frascati,
Italy. Proceedings ESA SP-593.
- Improving
Infoville XXI using Machine Learning techniques. 10th
International
Conference on User Modeling, Workshop "Machine Learning
for User
Modeling:
Challenges", 24th-25th July 2005.
Edinburgh, UK.
Proceedings, pp.
35-42.
- Cloud Detection for
CHRIS/PROBA Hyperspectral Images. 11th
SPIE
International
Symposium on
Remote Sensing, 19th-22nd
September 2005. Bruges (Belgium), Proceedings, pp.
59191Q1-59191Q12.
- Cloud Detection for MERIS
Multispectral
Images. MERIS (A) ATSR Workshop 2005, 26th-30th
September 2005. Frascati (Italy), Proceedings
ESA SP-597.
- Aggregating states
using
the Self-Organizing Map in a marketing application. 7th
European
Workshop on Reinforcement Learning, 20th-21st
October 2005. Naples
(Italy), Proceedings, pp. 6-7.
- An approach based on
reinforcement
learning and Self-Organizing Maps to design a marketing
campaign.
2nd International Conference on Machine
Intelligence
ACIDCA-ICMI 2005,
5th-7th November 2005. Tozeur
(Tunisia),
Proceedings, pp. 259-265.
- Analysing a web portal usage
by using the
Growing Grid algorithm. 2nd International
Conference on
Machine
Intelligence ACIDCA-ICMI 2005, 5th-7th November 2005. Tozeur (Tunisia), Proceedings, pp.
427-433.
2004
- Machine
Learning
Methods for One-Session Ahead Prediction of Accesses to
Page
Categories. 3rd International
Conference on Adaptive
Hypermedia and
Adaptive Web-based Systems, 23rd-26th August
2004.
Eindhoven, The
Netherlands. Lecture Notes in Computer Science,
Proceedings of AH 2004,
pp. 421-424.
- Profiling
prognostic groups of breast cancer patients using
clustering. 2nd
International
Conference on
Advances in Medical Signal and Information Processing
MEDSIP 2004,
5th-8th September 2004. Sliema,
Malta G.C.,
Proceedings, pp. 313-320.
- Regularized
RBF
Networks for Hyperspectral Data
Classification. International Conference on Image
Analysis
and Recognition ICIAR 2004, 29th September-1st
October 2004. Porto,
Portugal. Lecure Notes in Computer Science, Proceedings of
ICIAR
2004, pp. 430-436.
2003
- The use of
neural
networks in the prediction of the result of endoscopic
treatment of
vesicoureteral reflux. XIVth Annual
Congress of the
European
Society of Paediatric Urology, 12th-15th March 2003. Madrid,
Spain.
British Journal of Urology, vol. 91, supplement 1, March
2003, pp. 56.
- Support Vector
Machines for Crop Classification using Hyperspectral
Data. 1st
Iberian Conference on Pattern Recognition and Image
Analysis IBPRIA
2003, 4th-6th June 2003. Puerto de
Andratx,
Spain. Lecture Notes in
Computer Science, Proceedings of IBPRIA 2003, pp. 134-141.
- A
pseudo-supervised approach to improve a recommender
based on
collaborative filtering. 9th International
Conference on User
Modeling UM2003, 22nd-26th June 2003. Johnstown,
PA, USA.
Lecture
Notes
in Artificial Intelligence, Proceedings of UM 2003, pp. 429-431.
- Feature
Selection
of Hyperspectral Data Through Local Correlation and SFFS
for Crop
Classification. IEEE International
Geoscience and Remote Sensing Symposium
IGARSS 2003, 21st-25th July 2003. Toulouse,
France. Lecture Notes in Computer Science,
Proceedings of IGARSS 2003.
- Semi-Supervised
Classificaton
Method For Hyperspectral Remote Sensing Images. IEEE International
Geoscience and
Remote Sensing Symposium IGARSS 2003, 21st-25th July 2003. Toulouse,
France. Lecture
Notes
in
Computer
Science,
Proceedings
of
IGARSS
2003.
- Robust
automatic
classification method for hyperspectral imaginery. SPIE Remote Sensing Europe SPIE2003, 8th-12th September 2003.
Barcelona, Spain. Proceedings of the conference.
- Kernel PCA for
Hymap imaginery knowledge discovery. SPIE Remote Sensing Europe SPIE2003, 8th-12th September 2003.
Barcelona, Spain. Proceedings of the conference.
- Cart-based
feature selection of hyperspectral images for crop cover
classification. IEEE International Conference on
Image Processing
ICIP 2003, 14th-17th September 2003.
Barcelona, Spain. Proceedings of
the conference.
- A soft
approach
to ERA algorithm for hyperspectral image classification.
IEEE
International Symposium on Image and Signal Processing and
Analysis
ISPA 2003, 18th-20th September 2003. Rome,
Italy. Proccedings of the
conference
- Machine
learning
methods for hyperspectral image analysis and modelling.
SPECTRA: a
space-borne Observation Mission to address the role of
terrestrial
vegetation in Carbon Cycle, 28th-30th October 2003.
Noordwijk, The
Netherlands. Proceedings of the conference.
2002
- Semi-supervised
method
for crop classification using hyperspectral remote
sensing images. 1st International
Symposium
'Recent
Advances in Quantitative Remote Sensing', 16th-20th September
2002. Torrent, Spain. Proceedings of the Symposium, pp.
488-495.
- Solving
clinical
problems with artificial neural networks: some case
studies. 2nd
European Symposium on Intelligent Technologies, Hybrid
Systems and
their implementation on Smart Adaptive Systems EUNITE
2002, 19th-21st September
2002.
Albufeira, Portugal. Intelligent e-Health Aplications
in Medicine, Special Session Proceedings of the
EUNITE-2002, pp.
162-166.
- Web-based
clinical decission support systems using neural
networks: some case
studies. 2nd European Symposium on
Intelligent Technologies, Hybrid
Systems and their implementation on Smart Adaptive Systems
EUNITE 2002, 19th-21st September 2002.
Albufeira,
Portugal.
Intelligent e-Health Aplications
in Medicine, Special Session Proceedings of
the EUNITE-2002, pp. 6-11.
- A neural
network
approach for real-time collision detection. 2002
IEEE International
Conference on Systems, Man and Cybernetics, 6th-9th October 2002.
Hammamet, Tunisia. Proceedings of the conference, paper
TP1P4.
2001
- Improvements
in
land surface classification with hyperspectral HyMap
data at Barrax. Daisex Final Workshop,
14th-15th March 2001. Noordwijk, The
Netherlands.
Proceedings of the workshop, pp. 249-254.
- Erythropoietin
Dosage Individualisation in Anemic Patients with Chronic
Renal Failure. Population Approach Group in Europe
PAGE 2001, 7th-8th June
2001. Basel, Switzerland. Proceedings of the
conference.
- An Example of
a
Neural Network like a Pharmacokinetic/Pharmacodynamic
model. Population Approach Group in
Europe
PAGE 2001, 7th-8th June 2001. Basel,
Switzerland. Proceedings
of the conference.
- Comparative
study
of NONMEN and Neural Networks for Cyclosporine Dosage
prediction in
Renal Allograft Recipients. Population Approach Group in
Europe PAGE 2001, 7th-8th
June 2001. Basel, Switzerland. Proceedings of the
conference.
- Some examples
for
solving clinical problems using neural networks. 6th International
Work-Conference
on Artificial and Natural Neural Networks IWANN 2001, 13th-15th June 2001. Granada,
Spain. Lecture Notes in Computer Science, Proceedings of
IWANN 2001,
Part II, pp. 345-352.
- Neural
networks
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