posted by user: inderscience || 2405 views || tracked by 5 users: [display]

IJCIBSB special issue 2008 : Classify the Classifiers: Investigating the Optimum Classification Technique Per Case in Bioinformatics

FacebookTwitterLinkedInGoogle

Link: http://www.inderscience.com/browse/callpaper.php?callID=859
 
When N/A
Where N/A
Submission Deadline Mar 31, 2008
Categories    classification   bioinformatics   biology   computational
 

Call For Papers

CClassify the Classifiers: Investigating the Optimum Classification Technique Per Case in Bioinformatics

A special issue of International Journal of Computational Intelligence in Bioinformatics and Systems Biology

Suitable topics include, but are not limited to:
** Investigation and ranking of classifiers based on, but not limited to, computational intelligence methods from fields such as:

* Machine learning
* Expert systems
* Artificial neural networks
* Fuzzy logic and systems
* Feature selection
* Dimension reduction
* Pattern classification and recognition
* Possibility theory
* Bayes network and hidden markov models
* Genetic and [hybrid] evolutionary algorithms
* Support vector machines
* Relative vector machine
* Data mining and knowledge discoveries
* Quantum-inspired evolutionary algorithms
* Fusion of systems
* Swarm intelligence and hybrid computational intelligence
* Affinity propagation
* Game theory

** Application and performance evaluation of the classifiers implemented in various cases of bioinformatics research, such as:

* Gene expression
* Microarrays, motif and pattern discovery
* DNA assembly, clustering, and mapping
* Gene identification and annotation
* Biomedical image processing
* Molecular evolution and phylogeny
* Taxonomy, sequence analysis and alignment
* Ecological modelling
* Mathematical immunology modelling and discovery
* Regulatory network and pathway analysis
* Functional and structural genomics
* Cellular metabolism and inter-cellular signalling
* Genome- and proteome-scale modelling
* Analysis of protein interaction with other cellular constituents
* Protein structure and interaction prediction
* Comparative and quantitative proteomics
* Post-translational modification analysis
* Structural proteomics

Related Resources

MLDM 2023   18th International Conference on Machine Learning and Data Mining
ICDM 2023   23th Industrial Conference on Data Mining
AMS 2022   Advanced Medical Sciences: An International Journal
IncrLearn 2022   Incremental classification and clustering, concept drift, novelty detection, active learning in big/fast data context
AIMLNET 2022   2nd International conference on AI, Machine Learning in Communications and Networks
TTSDP 2022   14th International Workshop on Tools and Techniques in Software Development Process
BIOSE 2022   5th International Conference on Bioscience & Engineering
NEATCLasS 2022   1st Workshop on Novel Evaluation Approaches for Text Classification Systems on Social Media
IFCS 2022   Classification and Data Science in the Digital Age
BIOS 2022   8th International Conference on Bioinformatics & Biosciences