ProfileOfResearchers

TITLE: Forecasting brain activity based on models of spatiotemporal brain dynamics: A comparison of graph neural network architectures
AUTHORS: Wein, S.; Schueller, A.; Tome, A. M.; Malloni, W. M.; Greenlee, M. W.; Lang, E. W.;
PUBLISHED: 2022, SOURCE: NETWORK NEUROSCIENCE, VOLUME: 6, ISSUE: 3

INDEXED IN:

Scopus

WOS

TITLE: A graph neural network framework for causal inference in brain networks Full Text
AUTHORS: Wein, S; Malloni, WM; Tome, AM; Frank, SM; Henze, GI; Wust, S; Greenlee, MW; Lang, EW;
PUBLISHED: 2021, SOURCE: SCIENTIFIC REPORTS, VOLUME: 11, ISSUE: 1

INDEXED IN:

Scopus

WOS

TITLE: Extracting control variables of casting processes with NMF and rule extraction Full Text
AUTHORS: Xarez, M; Weiderer, P; Tome, AM; Lang, EW;
PUBLISHED: 2021, SOURCE: EXPERT SYSTEMS WITH APPLICATIONS, VOLUME: 180

INDEXED IN:

Scopus

WOS

TITLE: Brain Connectivity Studies on Structure-Function Relationships: A Short Survey with an Emphasis on Machine Learning Full Text
AUTHORS: Wein, S; Deco, G; Tome, AM; Goldhacker, M; Malloni, WM; Greenlee, MW; Lang, EW;
PUBLISHED: 2021, SOURCE: COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, VOLUME: 2021

INDEXED IN:

WOS

TITLE: A recognition-verification system for noisy faces based on an empirical mode decomposition with Green's functions Full Text
AUTHORS: Saad Al Baddai; Pere Marti Puig; Esteve Gallego Jutgla; Karema Al Subari; Ana Maria Tome; Bernd Ludwig; Elmar Wolfgang Lang; Jordi Sole Casals;
PUBLISHED: 2020, SOURCE: SOFT COMPUTING, VOLUME: 24, ISSUE: 5

INDEXED IN:

Scopus

WOS

TITLE: A NMF-based extraction of physically meaningful components from sensory data of metal casting processes Full Text
AUTHORS: Peter Weiderer; Ana Maria Tome; Elmar W Lang;
PUBLISHED: 2020, SOURCE: JOURNAL OF MANUFACTURING SYSTEMS, VOLUME: 54

INDEXED IN:

WOS

TITLE: A Constrained ICA-EMD Model for Group Level fMRI Analysis Full Text
AUTHORS: Simon Wein; Ana M Tome; Markus Goldhacker; Mark W Greenlee; Elmar M W Lang;
PUBLISHED: 2020, SOURCE: FRONTIERS IN NEUROSCIENCE, VOLUME: 14

INDEXED IN:

Scopus

WOS

TITLE: Technical Note: A comparison of point set registration methods for electromagnetic tracking
AUTHORS: Götz, TI; Wankerl, H; Tomé, AM; Meyer Baese, A; Bert, C; Hensel, B; Lang, EW;
PUBLISHED: 2019, SOURCE: Medical Physics

INDEXED IN:

Scopus

TITLE: Mining EEG scalp maps of independent components related to HCT tasks
AUTHORS: Teixeira, AR ; Santos, IM; Lang, EW; Tome, AM;
PUBLISHED: 2019, SOURCE: 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) in 2019 41ST ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC)

INDEXED IN:

Scopus

WOS