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Publications information icon

Nonlinear dimensionality reduction for clustering

Peer-reviewed
DOI
10.1016/j.patcog.2020.107508
Tasoulis, Sotiris; Tasoulis, Sotiris; Roos, Teemu
Pattern Recognition2020Publications information icon

Insightful dimensionality reduction with very low rank variable subsets

Peer-reviewed
Open access
DOI
10.1145/3442381.3450067
Ordozgoiti, Bruno; Pai, Sachith; Kolczynska, Marta
The Web Conference2021Publications information icon

Visual interaction with dimensionality reduction: a structured literature analysis

Peer-reviewed
DOI
10.1109/TVCG.2016.2598495
Sacha, Dominik; Zhang, Leishi; Sedlmair, Michael; Lee, John A.; Peltonen, Jaakko; Weiskopf, Daniel; ...
IEEE transactions on visualization and computer graphics2016Publications information icon

Detection of Appliance Utilization Patterns via Dimensionality Reduction

Peer-reviewed
Open access
DOI
10.1109/ISGT-LA.2019.8895285
Villar, Fernanda; da, Silva, Luiz, C., P.; Nardelli, Pedro, H., J.; Hazini, Hader
IEEE2019Publications information icon

Enhancing Emotion Recognition from ECG Signals using Supervised Dimensionality Reduction

Peer-reviewed
Open access
DOI
10.5220/0006147801120118
Ferdinando, Hany; Seppänen, Tapio; Alasaarela, Esko
International Conference on Pattern Recognition Applications and Methods (ICPRAM)2017Publications information icon

Information retrieval perspective to nonlinear dimensionality reduction for data visualization

Peer-reviewed
Venna, Jarkko; Peltonen, Jaakko; Nybo, Kristian; Aidos, Helena; Kaski, Samuel
Journal of Machine Learning Research2010Publications information icon

Dimensionality Reduction by Random Mapping: Fast Similarity Computation for Clustering

Peer-reviewed
Kaski, S.
IEEE1998Publications information icon

Random Projection in Dimensionality Reduction: Applications to Image and Text Data

Peer-reviewed
DOI
10.1145/502512.502546
Bingham, Ella; Mannila, H.
ACM SIGKDD International Conference on Knowledge Discovery and Data Mining2001Publications information icon

Intrinsic-dimension analysis for guiding dimensionality reduction and data fusion in multi-omics data processing

Peer-reviewed
Open access
DOI
10.1016/j.artmed.2024.103049
Gliozzo, Jessica; Soto-Gomez, Mauricio; Guarino, Valentina; Bonometti, Arturo; Cabri, Alberto; Caval...
Artificial Intelligence in Medicine2024Publications information icon

Bayesian Supervised Dimensionality Reduction

Peer-reviewed
DOI
10.1109/TCYB.2013.2245321
Gönen, Mehmet
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS2013

Nonlinear dimensionality reduction for clustering

Peer-reviewed
DOI
10.1016/j.patcog.2020.107508
2020

Insightful dimensionality reduction with very low rank variable subsets

Peer-reviewed
Open access
DOI
10.1145/3442381.3450067
2021

Visual interaction with dimensionality reduction: a structured literature analysis

Peer-reviewed
DOI
10.1109/TVCG.2016.2598495
2016

Detection of Appliance Utilization Patterns via Dimensionality Reduction

Peer-reviewed
Open access
DOI
10.1109/ISGT-LA.2019.8895285
2019

Enhancing Emotion Recognition from ECG Signals using Supervised Dimensionality Reduction

Peer-reviewed
Open access
DOI
10.5220/0006147801120118
2017

Information retrieval perspective to nonlinear dimensionality reduction for data visualization

Peer-reviewed
2010

Dimensionality Reduction by Random Mapping: Fast Similarity Computation for Clustering

Peer-reviewed
1998

Random Projection in Dimensionality Reduction: Applications to Image and Text Data

Peer-reviewed
DOI
10.1145/502512.502546
2001

Intrinsic-dimension analysis for guiding dimensionality reduction and data fusion in multi-omics data processing

Peer-reviewed
Open access
DOI
10.1016/j.artmed.2024.103049
2024

Bayesian Supervised Dimensionality Reduction

Peer-reviewed
DOI
10.1109/TCYB.2013.2245321
2013