PAKDD 3rd workshop on "Biologically Inspired Techniques
for Data Mining (BDM'14)",
is to be held in conjunction with 18th Pacific-Asia Conference on Knowledge Discovery and
Data Mining (PAKDD'14 ), 13-16 May, 2014, Tainan, Taiwan.
PAKDD is one of the major
conferences in knowledge discovery and data mining.
For the last few years, biologically
inspired data mining techniques have been intensively used in different data mining applications such as data clustering, classification, association rule mining, sequential pattern mining, outlier detection, feature selection and bioinformatics. The techniques include Neural Networks, Evolutionary Computation, Fuzzy Systems, Genetic Algorithms, Ant Colony Optimization, Particle Swarm Optimization, Artificial Immune Systems, Culture Algorithms, Social evolution, and Artificial Bee Colony Optimization. A huge increase in the number of papers published in the area has been observed in the last decade. Most of these techniques use optimization to speed up the data mining process and improve the quality of patterns mined from the data.
The aim of the workshop is to highlight the current research related to biologically inspired techniques in different data mining domains and their implementation in real life data mining problems. The workshop will provide a platform to the researcher from computational intelligence and evolutionary computation and other biologically inspired techniques
to get feedback on their work from other data mining perspective such as
statistical data mining , AI and machine learning based data mining.
The workshop highlights a relatively new but fast growing area of data mining
which is based on optimization techniques from biological behaviour of animals, insects, cultures, social behaviors
and biological evolution. Techniques based on these models have been studied substantially, well optimized and tuned
for different application areas in the previous decade. Knowledge Discovery and Data mining has been observed as one
of the fastest growing application area of these nature inspired techniques.