Publications

Fundamentals of Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM) network

Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting

Many real-world applications require the prediction of long sequence time-series, such as electricity consumption planning. Long sequence time-series forecasting (LSTF) demands ...

Partial Least Squares Structural Equation Modeling: Rigorous Applications, Better Results and Higher Acceptance

Applied Regression Analysis

Persistent Symptoms in Patients After Acute COVID-19

This case series describes COVID-19 symptoms persisting a mean of 60 days after onset among Italian patients previously discharged from COVID-19 hospitalization.

MCMC Methods for Multi-Response Generalized Linear Mixed Models: The<b>MCMCglmm</b><i>R</i>Package

Generalized linear mixed models provide a flexible framework for modeling a range of data, although with non-Gaussian response variables the likelihood cannot be obtained in clo...

eggNOG 5.0: a hierarchical, functionally and phylogenetically annotated orthology resource based on 5090 organisms and 2502 viruses

eggNOG is a public database of orthology relationships, gene evolutionary histories and functional annotations. Here, we present version 5.0, featuring a major update of the und...

LINE

This paper studies the problem of embedding very large information networks\ninto low-dimensional vector spaces, which is useful in many tasks such as\nvisualization, node class...

The variation of certain speculative prices

First‐Year <i>Wilkinson Microwave Anisotropy Probe</i> ( <i>WMAP</i> ) Observations: Preliminary Maps and Basic Results

We present full sky microwave maps in five frequency bands (23 to 94 GHz) from the WMAP first year sky survey. Calibration errors are less than 0.5% and the low systematic error...

The EMBL-EBI search and sequence analysis tools APIs in 2019

Abstract The EMBL-EBI provides free access to popular bioinformatics sequence analysis applications as well as to a full-featured text search engine with powerful cross-referenc...

Developmental Processes of Cooperative Interorganizational Relationships

This article examines the developmental process of cooperative interorganizational relationships (IORs) that entail transaction-specific investments in deals that cannot be full...