Št. zadetkov: 19
Pregledni znanstveni članek
Oznake:
ELIXIR;data analysis;data standards;
Single-cell omics (SCO) has revolutionized the way and the level of resolution by which life science research is conducted, not only impacting our understanding of fundamental cell biology but also providing novel solutions in cutting-edge medical research. The rapid development of single-cell techn ...
Leto:
2022
Vir:
Medicinska fakulteta (UL MF)
Pregledni znanstveni članek
Oznake:
ELIXIR;systems biology;systems medicine;
In this white paper, we describe the founding of a new ELIXIR Community - the Systems Biology Community - and its proposed future contributions to both ELIXIR and the broader community of systems biologists in Europe and worldwide. The Community believes that the infrastructure aspects of systems bi ...
Leto:
2022
Vir:
Medicinska fakulteta (UL MF)
Izvirni znanstveni članek
Oznake:
pharmacokinetics;pharmacodynamics;mathematical modelling;standards;model code;reproducibility;SBML;MATLAB;systems biology;
Systems biology aims to understand living organisms through mathematically modeling their behaviors at different organizational levels, ranging from molecules to populations. Modeling involves several steps, from determining the model purpose to developing the mathematical model, implementing it com ...
Leto:
2024
Vir:
Nacionalni inštitut za biologijo (NIB)
Video in druga učna gradiva
Oznake:
computer science;machine learning;boosting
In this paper we propose a new classification algorithm designed for application on complex networks motivated by algorithmic similarities between boosting learning and message passing. We consider a network classifier as a logistic regression where the variables define the nodes and the interaction ...
Leto:
2010
Vir:
videolectures.net
Video in druga učna gradiva
Oznake:
computer science;machine learning;pattern recognition
Spectral representations of graphs, Pattern spaces from graph spectra, Spectral approaches to matching, Heat kernel methods Probabilistic and spectral methods for graph matching and clustering. Applications in computer vision.
Leto:
2005
Vir:
videolectures.net
Video in druga učna gradiva
Oznake:
computer science
Leto:
2012
Vir:
videolectures.net
Video in druga učna gradiva
Oznake:
computer science;image analysis
A new method for smoothing both gray-scale and color images is presented that relies on the heat diffusion equation on a graph. We represent the image pixel lattice using a weighted undirected graph. The edge weights of the graph are determined by the Gaussian weighted distances between local neighb ...
Leto:
2007
Vir:
videolectures.net
Video in druga učna gradiva
Oznake:
computer science;machine learning;pattern recognition;preprocessing
Leto:
2007
Vir:
videolectures.net
Video in druga učna gradiva
Oznake:
computer science;machine learning;structured data
In this paper we develop a new formulation of probabilistic relaxation labeling for the task of data classification using the theory of diffusion processes on graphs. The state space of our process as the nodes of a support graph which represent potential object-label assignments. The edge-weights o ...
Leto:
2007
Vir:
videolectures.net
Video in druga učna gradiva
Oznake:
mathematics;graph theory
We present a method for constructing a generative model for sets of graphs by adopting a minimum description length approach. The method is posed in terms of learning a generative supergraph model from which the new samples can be obtained by an appropriate sampling mechanism. We commence by constru ...
Leto:
2011
Vir:
videolectures.net