Clustering on heterogeneous networks

Y Huang, X Gao - Wiley Interdisciplinary Reviews: Data Mining …, 2014 - Wiley Online Library
Abstract Objects that are interrelated with each other are often represented as
homogeneous networks, in which objects are of the same entity type and relationships …

Influence of lipid fragmentation in the data analysis of imaging mass spectrometry experiments

J Garate, S Lage, L Martín-Saiz… - Journal of the …, 2020 - ACS Publications
Imaging mass spectrometry (IMS) is becoming an essential technique in lipidomics. Still,
many questions remain open, precluding it from achieving its full potential. Among them …

Microarray and mass spectrometry-based methodology for lipid profiling of tissues and cell cultures

R Fernández, J Garate, T Tolentino-Cortez… - Analytical …, 2019 - ACS Publications
The recent developments in mass spectrometry have revealed the importance of lipids as
biomarkers in the context of different diseases and as indicators of the cell's homeostasis …

Comparative lipidomic analysis of mammalian retinal ganglion cells and Müller glia in situ and in vitro using High-Resolution Imaging Mass Spectrometry

X Pereiro, R Fernández, G Barreda-Gómez… - Scientific Reports, 2020 - nature.com
In order to better understand retinal physiology, alterations to which underlie some ocular
diseases, we set out to establish the lipid signature of two fundamental cell types in the …

KeyphraseDS: Automatic generation of survey by exploiting keyphrase information

S Yang, W Lu, D Yang, X Li, C Wu, B Wei - Neurocomputing, 2017 - Elsevier
In this paper, we present a novel document summarization mechanism called KeyphraseDS
that can organize the scientific articles into multi-aspect and informative scientific survey by …

Microarray-Based Methodology for Lipid Profiling, Enzymatic Activity, And Binding Assays in Printed Lipid Raft Membranes from Astrocytes and Neurons

L Sánchez-Sánchez, R Fernández… - Analytical …, 2024 - ACS Publications
Lipid rafts are liquid-ordered domains in which specific enzymes and receptors are located.
These membrane platforms play crucial roles in a variety of signaling pathways. Alterations …

Enhancing team composition in professional networks: Problem definitions and fast solutions

L Li, H Tong, N Cao, K Ehrlich, YR Lin… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
In this paper, we study ways to enhance the composition of teams based on new
requirements in a collaborative environment. We focus on recommending team members …

Landmark summarization with diverse viewpoints

X Qian, Y Xue, X Yang, YY Tang… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
Landmark summarization with diverse viewpoints is very important in landmark retrieval, as
it can create a comprehensive description of a landmark for users. In this paper we present …

Incorporating domain ontology information into clustering in heterogeneous networks

Y Huang - Wiley Interdisciplinary Reviews: Data Mining and …, 2021 - Wiley Online Library
Clustering of structure‐rich heterogeneous information networks composed of multiple types
of objects and relationships, which has become a challenge in data mining. Most of the …

Semi-supervised classification-based local vertex ranking via dual generative adversarial nets

Y Zhou, J Ren, S Wu, D Dou, R **… - … Conference on Big …, 2019 - ieeexplore.ieee.org
Real-world graphs are usually very sparse in terms of inadequate edges and labels as well
as have poor quality due to a large amount of noisy data. In this paper, we propose a …