Jaramillo-garzón, Jorge Alberto  |  Investigador

documento

• A comparison of class-balance strategies for SVM in the problem of protein function prediction
• A comparison of multi-label techniques based on problem transformation for protein functional prediction
• A methodology for optimizing the cost matrix in cost sensitive learning models applied to prediction of molecular functions in embryophyta plants
• A methodology for optimizing the e-value threshold in alignment-based gene ontology prediction using the ROC curve
• A methodology for the prediction of Embryophyta protein functions using mismatch kernels
• A strategy for classifying imbalanced data sets based on particle swarm optimization
• Advances and emerging research trends in maritime transport logistics: environment, port competitiveness and foreign trade
• An adaptation of Pfam profiles to predict protein sub-cellular localization in Gram positive bacteria
• An adaptation of Pfam profiles to predict protein sub-cellular localization in Gram positive bacteria.
• Classification of unaligned sequences based on prototype motifs representation
• Contact potentials via wavelet transform for prediction of subcellular localizations in gram negative bacterial proteins
• Dynamic signature for a closed-set identification based on nonlinear analysis
• Efficient Strategies for Finding the Minimum Information Partition in Integrated Information Theory 3.0
• Evaluation of Kernels Applied in Support Vector Machines in the Data Analysis of Organochlorines Exposure in Study of Biomarkers
• Evaluation of example-based measures for multi-label classification performance
• Feature extraction by statistical contact potentials and wavelet transform for predicting subcellular localizations in gram negative bacterial proteins
• Feature extraction for murmur detection based on support vector regression of time-frequency representations
• Feature extraction for murmur detection based on support vector regression of time-frequency representations.
• Improving the prediction of sub-cellular locations of proteins with a particle swarm optimization-based boosting strategy
• Improving the prediction of sub-cellular locations of proteins with a particle swarm optimization-based boosting strategy.
• Influence of structural similarities between sequences over ontology annotation proteins using BLASTP
• Localization of superficially buried objects by seismic-acoustic techniques
• Managing imbalanced data sets in multi-label problems: A case study with the SMOTE algorithm
• Manipulability index study on the KUKA robot KR5 ARC HW Estudio del índice de Manipulabilidad en el Robot KUKA KR5 ARC HW
• Multiobjective optimization-based design of wearable electrocardiogram monitoring systems
• Optimization of cost sensitive models to improve prediction of molecular functions
• Optimization of cost sensitive models to improve prediction of molecular functions
• Parameter tuning associated with nonlinear dynamics techniques for the detection of cardiac murmurs by using genetic algorithms
• Predictability of gene ontology slim-terms from primary structure information in Embryophyta plant proteins
• Predictability of protein subcellular locations by pattern recognition techniques
• Predictability of protein subcellular locations by pattern recognition techniques.
• Predicting molecular functions in plants using wavelet-based motifs
• Predicting sub-cellular location of proteins based on hierarchical clustering and hidden Markov models
• Prediction of protein subcellular localization based on variable-length motifs detection and dissimilarity based classification
• Prediction of protein subcellular localization based on variable-length motifs detection and dissimilarity based classification.
• Prediction of protein-protein interactions through support vector machines
• Support Vector Machines for Biomarkers Detection in in vitro and in vivo Experiments of Organochlorines Exposure
• Trends and Applications of Heuristic Algorithms in Transportation Logistics
• Variational shape model for lip postures recognition using GA
• Wrapper and filter metrics for pso-based class balance applied to protein subcellular localization