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PLoS Genetics, ISSN 1553-7390, 11/2014, Volume 10, Issue 11
  [...]we discuss some key future advances, open questions and challenges in this developing field, when moving toward low-frequency variants and... 
Datasets | Genotype & phenotype | Cardiovascular disease | Genomes | Health risk assessment
Journal Article
Pattern Recognition Letters, ISSN 0167-8655, 04/2014, Volume 40, Issue 1, pp. 56 - 65
We consider the problem of learning sparse linear models for multi-label prediction tasks under a hard constraint on the number of features. Such budget... 
Multi-label learning | Regularized least-squares | Feature selection | Greedy forward selection | REGRESSION | MODEL SELECTION | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Algorithms
Journal Article
BMC BIOINFORMATICS, ISSN 1471-2105, 2008, Volume 9, Issue S11, pp. S2 - S2
Background: Automated extraction of protein-protein interactions (PPI) is an important and widely studied task in biomedical text mining. We propose a graph... 
BIOMEDICAL TEXT | AREA | BIOTECHNOLOGY & APPLIED MICROBIOLOGY | INFORMATION | BIOLOGY | BIOCHEMICAL RESEARCH METHODS | MATHEMATICAL & COMPUTATIONAL BIOLOGY | ROC CURVE | Protein Interaction Mapping - methods | Computational Biology - methods | Algorithms | Artificial Intelligence | Natural Language Processing | Databases as Topic
Journal Article
BMC Bioinformatics, ISSN 1471-2105, 04/2008, Volume 9, Issue 3, pp. S6 - S6
Journal Article
BMC Bioinformatics, ISSN 1471-2105, 2007, Volume 8, Issue 1, pp. 50 - 50
Journal Article
Journal Article
Chemosphere, ISSN 0045-6535, 10/2017, Volume 185, pp. 1063 - 1071
We propose a cost-effective system for the determination of metal ion concentration in water, addressing a central issue in water resources management. The... 
Feature selection | Array development | Metal ion quantification | Water analysis | Luminescence | Machine learning | ENVIRONMENTAL SCIENCES | Water | Metals - analysis | Environmental Monitoring | Algorithms | Models, Chemical | Water Pollutants, Chemical - analysis | Analysis | Developing countries | Aquatic resources | Management | Data mining
Journal Article
BMC Bioinformatics, 11/2008, Volume 9, Issue 11
Journal Article
Computational Intelligence, ISSN 0824-7935, 11/2011, Volume 27, Issue 4, pp. 541 - 557
We describe a system for extracting complex events among genes and proteins from biomedical literature, developed in context of the BioNLP’09 Shared Task on... 
event extraction | natural language processing | biomedical domain | machine learning | BioNLP’09 Shared Task | BioNLP'09 Shared Task | KERNEL | CORPUS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Proteins | Studies | Biomedical research | Artificial intelligence | Intelligent systems | Tasks | Intelligence | Genes | Texts | Graphs | Extraction | Biological | Arrays
Journal Article
Pattern Recognition Letters, ISSN 0167-8655, 2011, Volume 32, Issue 9, pp. 1328 - 1336
► We introduce a fast training algorithm for the linear RankSVM. ► The algorithm is based on cutting plane optimization and binary search trees. ► The... 
Red–black tree | Ranking support vector machine | Learning to rank | Bundle methods | Cutting plane method | Red-black tree | AREA | RISK MINIMIZATION | ROC CURVE | ALGORITHMS | MACHINE | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Algorithms | Statistics - Machine Learning
Journal Article