Dear worldwide ML colleagues:
I have recently moved to another Lab. (LaSEEB - Evolutionary Systems
and Biomedical Engineering Lab., IST), and a new webpage is now available.
My research interests involve Artificial Life, Bio-Inspired
Computation and Complex Systems. Many of my works on these areas as
well as broad applications in Data Mining, Image Processing, Pattern
Recognition, Learning, Classification, Optimization, etc, are now
available through PDF files.
Some examples follow bellow. Hope they could of interest to some ML
list members.
Kind regards, Vitorino
[] Less is More - Genetic Optimisation of Nearest Neighbour
Classifiers,
http://www.laseeb.org/vramos/ref13.html .
[] From Feature Extraction to Classification: A multidisciplinary
Approach applied to Portuguese Granites,
http://www.laseeb.org/vramos/ref21.html .
[] Image Colour Segmentation by Genetic Algorithms,
http://www.laseeb.org/vramos/ref26.html .
[] Artificial Ant Colonies in Digital Image Habitats - A Mass
Behaviour Effect Study on Pattern Recognition,
http://www.laseeb.org/vramos/ref29.html .
[] Map Segmentation by Colour Cube Genetic K-Mean Clustering,
http://www.laseeb.org/vramos/ref31.html .
[] The Biological Concept of Neoteny in Evolutionary Colour Image
Segmentation -
Simple Experiments in Simple Non-Memetic Genetic Algorithms,
http://www.laseeb.org/vramos/ref35.html .
[] Self-Organized Data and Image Retrieval as a Consequence of Inter-Dynamic
Synergistic Relationships in Artificial Ant Colonies,
http://www.laseeb.org/vramos/ref39.html .
[] Self-Organized Stigmergic Document Maps: Environment as a
Mechanism for Context Learning,
http://www.laseeb.org/vramos/ref42.html .
[] Swarms on Continuous Data,
http://www.laseeb.org/vramos/ref45.html .
[] Web Usage Mining Using Artificial Ant Colony Clustering and
Genetic Programming,
http://www.laseeb.org/vramos/ref48.html .
[] Evolving a Stigmergic Self-Organized Data-Mining,
http://www.laseeb.org/vramos/ref51.html .
[] Swarming around Shellfish Larvae Images,
http://www.laseeb.org/vramos/ref53.html .
[] ANTIDS: Self-Organized Ant-based Clustering Model for Intrusion
Detection Systems,
http://www.laseeb.org/vramos/ref54.html .
[] Varying the Population Size of Artificial Foraging Swarms on Time
Varying Landscapes,
http://www.laseeb.org/vramos/ref56.html .
[] Self-Regulated Artificial Ant Colonies on Digital Image Habitats,
http://www.laseeb.org/vramos/ref59.html .
[] On Self-Regulated Swarms, Societal Memory, Speed and Dynamics,
http://www.laseeb.org/vramos/ref61.html .
[] Social Cognitive Maps, Swarm Collective Perception and Distributed
Search on Dynamic Landscapes,
http://www.laseeb.org/vramos/ref63.html .
[] Societal Implicit Memory and his Speed on Tracking Extrema over
Dynamic Environments
using Self-Regulatory Swarms,
http://www.laseeb.org/vramos/ref64.html .
[] Stigmergic Optimization in Dynamic Binary Landscapes,
http://www.laseeb.org/vramos/ref65.html .
[] Binary Ant Algorithm,
http://www.laseeb.org/vramos/ref69.html .
[] Computational Chemotaxis in Ants and Bacteria over Dynamic
Environments,
http://www.laseeb.org/vramos/ref70.html .
~ v.ramos, LaSEEB, IST,
http://www.laseeb.org/vramos/pub.html
[...] Interactions among many sporuliferous and ubiquitous abstractions
may lead to increasing reality [...] Vitorino Ramos, 2001.