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Inhaltsverzeichnis
Evolutionary Parameters in Sequence Families. - MProfiler: A Profile-Based Method for DNA Motif Discovery. - On Utilizing Optimal and Information Theoretic Syntactic Modeling for Peptide Classification. - Joint Tracking of Cell Morphology and Motion. - Multiclass Microarray Gene Expression Analysis Based on Mutual Dependency Models. - An Efficient Convex Nonnegative Network Component Analysis for Gene Regulatory Network Reconstruction. - Using Higher-Order Dynamic Bayesian Networks to Model Periodic Data from the Circadian Clock of Arabidopsis Thaliana. - Sequential Hierarchical Pattern Clustering. - Syntactic Pattern Recognition Using Finite Inductive Strings. - Evidence-Based Clustering of Reads and Taxonomic Analysis of Metagenomic Data. - Avoiding Spurious Feedback Loops in the Reconstruction of Gene Regulatory Networks with Dynamic Bayesian Networks. - Ligand Electron Density Shape Recognition Using 3D Zernike Descriptors. - Definition of Valid Proteomic Biomarkers: A Bayesian Solution. - Inferring Meta-covariates in Classification. - A Multiobjective Evolutionary Algorithm for Numerical Parameter Space Characterization of Reaction Diffusion Systems. - Knowledge-Guided Docking of WW Domain Proteins and Flexible Ligands. - Distinguishing Regional from Within-Codon Rate Heterogeneity in DNA Sequence Alignments. - A Hybrid Metaheuristic for Biclustering Based on Scatter Search and Genetic Algorithms. - Di-codon Usage for Gene Classification. - Counting Patterns in Degenerated Sequences. - Modelling Stem Cells Lineages with Markov Trees. - Bi-clustering of Gene Expression Data Using Conditional Entropy. - c-GAMMA:Comparative Genome Analysis of Molecular Markers. - Semi-supervised Prediction of Protein Interaction Sentences Exploiting Semantically Encoded Metrics. - Classification of Protein Interaction Sentences via Gaussian Processes. - MCMC Based Bayesian Inference for Modeling Gene Networks. - Efficient Optimal Multi-level Thresholding for Biofilm Image Segmentation. - A Pattern Classification Approach to DNA Microarray Image Segmentation. - Drugs and Drug-Like Compounds: Discriminating Approved Pharmaceuticals from Screening-Library Compounds. - Fast SCOP Classification of Structural Class and Fold Using Secondary Structure Mining in Distance Matrix. - Short Segment Frequency Equalization: A Simple and Effective Alternative Treatment of Background Models in Motif Discovery. - Bayesian Optimization Algorithm for the Non-unique Oligonucleotide Probe Selection Problem. - Microarray Time-Series Data Clustering via Multiple Alignment of Gene Expression Profiles. - Recursive Neural Networks for Undirected Graphs for Learning Molecular Endpoints. - Enhancing the Effectiveness of Fingerprint-Based Virtual Screening: Use of Turbo Similarity Searching and of Fragment Frequencies of Occurrence. - Patterns, Movement and Clinical Diagnosis of Abdominal Adhesions. - Class Prediction from Disparate Biological Data Sources Using an Iterative Multi-Kernel Algorithm. - Cross-Platform Analysis with Binarized Gene Expression Data.
