Review of the BCI competition IV

M Tangermann, KR Müller, A Aertsen… - Frontiers in …, 2012 - frontiersin.org
The BCI competition IV stands in the tradition of prior BCI competitions that aim to provide
high quality neuroscientific data for open access to the scientific community. As experienced …

Kernel multivariate analysis framework for supervised subspace learning: A tutorial on linear and kernel multivariate methods

J Arenas-Garcia, KB Petersen… - IEEE Signal …, 2013 - ieeexplore.ieee.org
Feature extraction and dimensionality reduction are important tasks in many fields of science
dealing with signal processing and analysis. The relevance of these techniques is …

Does financial development influence CO2 emissions? A Chinese province-level study

B Zhao, W Yang - Energy, 2020 - Elsevier
As the greatest CO 2 emitter, downgrading the CO 2 emissions in China is urgent. The main
purpose of this study is to explore the relation of financial development to CO 2 emissions at …

[HTML][HTML] Variational cross-validation of slow dynamical modes in molecular kinetics

RT McGibbon, VS Pande - The Journal of chemical physics, 2015 - pubs.aip.org
Markov state models are a widely used method for approximating the eigenspectrum of the
molecular dynamics propagator, yielding insight into the long-timescale statistical kinetics …

Hyperspectral dimensionality reduction for biophysical variable statistical retrieval

JP Rivera-Caicedo, J Verrelst, J Muñoz-Marí… - ISPRS journal of …, 2017 - Elsevier
Current and upcoming airborne and spaceborne imaging spectrometers lead to vast
hyperspectral data streams. This scenario calls for automated and optimized spectral …

[图书][B] Digital signal processing with Kernel methods

JL Rojo-Álvarez, M Martínez-Ramón, J Munoz-Mari… - 2018 - books.google.com
A realistic and comprehensive review of joint approaches to machine learning and signal
processing algorithms, with application to communications, multimedia, and biomedical …

The asymmetric effects of institutional quality on financial inclusion in the Asia-pacific region

LTH Van, NT Nguyen, HLP Nguyen, DH Vo - Heliyon, 2022 - cell.com
Financial inclusions are generally considered an effective mechanism to support
sustainable economic growth in emerging markets. While the symmetric effects of …

Interdisciplinary research to advance digital imagery and natural compounds for eco-cleaning and for preserving textile cultural heritage

DC Ilies, Z Zlatev, A Ilies, B Zharas, E Pantea, N Hodor… - Sensors, 2022 - mdpi.com
The old fibers that make up heritage textiles displayed in museums are degraded by the
aging process, environmental conditions (microclimates, particulate matter, pollutants …

Two subgroups of antipsychotic-naive, first-episode schizophrenia patients identified with a Gaussian mixture model on cognition and electrophysiology

N Bak, BH Ebdrup, B Oranje, B Fagerlund… - Translational …, 2017 - nature.com
Deficits in information processing and cognition are among the most robust findings in
schizophrenia patients. Previous efforts to translate group-level deficits into clinically …

Feature variance regularization method for autoencoder-based one-class classification

B Kim, KH Ryu, JH Kim, S Heo - Computers & Chemical Engineering, 2022 - Elsevier
One-class classification (OCC) has been being used in various research fields, since it is
able to design classifiers using the data from a single class. Among various methods for …