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Ella Bingham
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Books and Theses
- 2003
- [b1]Ella Bingham:
Advances in independent component analysis with applications to data mining. Helsinki University of Technology, Finland, 2003
Journal Articles
- 2010
- [j8]Dimitrios Mavroeidis, Ella Bingham
:
Enhancing the stability and efficiency of spectral ordering with partial supervision and feature selection. Knowl. Inf. Syst. 23(2): 243-265 (2010) - 2009
- [j7]Ella Bingham
Complexity control in a mixture model by the Hardy-Weinberg equilibrium. Comput. Stat. Data Anal. 53(5): 1711-1719 (2009) - [j6]Ella Bingham
The aspect Bernoulli model: multiple causes of presences and absences. Pattern Anal. Appl. 12(1): 55-78 (2009) - 2008
- [j5]Ata Kabán, Ella Bingham
Factorisation and denoising of 0-1 data: A variational approach. Neurocomputing 71(10-12): 2291-2308 (2008) - 2003
- [j4]Aapo Hyvärinen, Ella Bingham
Connection between multilayer perceptrons and regression using independent component analysis. Neurocomputing 50: 211-222 (2003) - [j3]Ella Bingham
Topic Identification in Dynamical Text by Complexity Pursuit. Neural Process. Lett. 17(1): 69-83 (2003) - 2001
- [j2]Ella Bingham
Reinforcement learning in neurofuzzy traffic signal control. Eur. J. Oper. Res. 131(2): 232-241 (2001) - 2000
- [j1]Ella Bingham, Aapo Hyvärinen:
A Fast Fixed-Point Algorithm for Independent Component Analysis of Complex Valued Signals. Int. J. Neural Syst. 10(1): 1-8 (2000)
Conference and Workshop Papers
- 2008
- [c13]Dimitrios Mavroeidis, Ella Bingham
Enhancing the Stability of Spectral Ordering with Sparsification and Partial Supervision: Application to Paleontological Data. ICDM 2008: 462-471 - [c12]Davin Wong, Ella Bingham, Saara Hyvönen:
Recommendation of Multimedia Items by Link Analysis and Collaborative Filtering. ICWSM 2008 - 2006
- [c11]Ata Kabán, Ella Bingham:
ICA-Based Binary Feature Construction. ICA 2006: 140-148 - [c10]Ella Bingham, Aristides Gionis, Niina Haiminen
Segmentation and dimensionality reduction. SDM 2006: 372-383 - 2004
- [c9]Heli Hiisilä, Ella Bingham:
Dependencies between Transcription Factor Binding Sites: Comparison between ICA, NMF, PLSA and Frequent Sets. ICDM 2004: 114-121 - [c8]Ata Kabán, Ella Bingham, T. Hirsimäki:
Learning to Read Between the Lines: The Aspect Bernoulli Model. SDM 2004: 462-466 - 2003
- [c7]Jouni K. Seppänen, Ella Bingham, Heikki Mannila:
A Simple Algorithm for Topic Identification in 0-1 Data. PKDD 2003: 423-434 - 2002
- [c6]Ella Bingham
Topics in 0--1 data. KDD 2002: 450-455 - [c5]Ella Bingham
ICA and SOM in text document analysis. SIGIR 2002: 361-362 - 2001
- [c4]Ella Bingham
Random projection in dimensionality reduction: applications to image and text data. KDD 2001: 245-250 - [c3]Ella Bingham, Ata Kabán, Mark A. Girolami:
Finding Topics in Dynamical Text: Application to Chat Line Discussions. WWW Posters 2001 - 2000
- [c2]Ella Bingham, Aapo Hyvärinen:
Fast and robust deflationary separation of complex valued signals. EUSIPCO 2000: 1-4 - [c1]Ella Bingham, Aapo Hyvärinen:
ICA of Complex Valued Signals: A Fast and Robust Deflationary Algorithm. IJCNN (3) 2000: 357-362
Parts in Books or Collections
- 2010
- [p1]Ella Bingham
Finding Segmentations of Sequences. Inductive Databases and Constraint-Based Data Mining 2010: 177-197
Coauthor Index
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