Ella Bingham - researchr alias

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Viewing Publication 1 - 23 from 23

2010

Finding Segmentations of SequencesElla Bingham. In Saso Dzeroski, Bart Goethals, Pance Panov, editors, Inductive Databases and Constraint-Based Data Mining. pages 177-197, Springer, 2010. [doi]

Enhancing the stability and efficiency of spectral ordering with partial supervision and feature selectionDimitrios Mavroeidis, Ella Bingham. kais, 23(2):243-265, 2010. [doi]

2009

The aspect Bernoulli model: multiple causes of presences and absencesElla Bingham, Ata KabÃ¡n, Mikael Fortelius. paa, 12(1):55-78, 2009. [doi]

Complexity control in a mixture model by the Hardy-Weinberg equilibriumElla Bingham, Heikki Mannila. csda, 53(5):1711-1719, 2009. [doi]

2008

Factorisation and denoising of 0-1 data: A variational approachAta Kabán, Ella Bingham. ijon, 71(10-12):2291-2308, 2008. [doi]

Enhancing the Stability of Spectral Ordering with Sparsification and Partial Supervision: Application to Paleontological DataDimitrios Mavroeidis, Ella Bingham. icdm 2008: 462-471 [doi]

Recommendation of Multimedia Items by Link Analysis and Collaborative FilteringDavin Wong, Ella Bingham, Saara Hyvönen. icwsm 2008: [doi]

2006

Segmentation and dimensionality reductionElla Bingham, Aristides Gionis, Niina Haiminen, Heli Hiisilä, Heikki Mannila, Evimaria Terzi. sdm 2006: 372-383 [doi]

ICA-Based Binary Feature ConstructionAta Kabán, Ella Bingham. ica 2006: 140-148 [doi]

2004

Dependencies between Transcription Factor Binding Sites: Comparison between ICA, NMF, PLSA and Frequent SetsHeli Hiisilä, Ella Bingham. icdm 2004: 114-121 [doi]

Learning to Read Between the Lines: The Aspect Bernoulli ModelAta Kabán, Ella Bingham, T. Hirsimäki. sdm 2004: 462-466 [doi]

2003

Advances in independent component analysis with applications to data miningElla Bingham. PhD thesis, Helsinki University of Technology, Finland, 2003. [doi]

Topic Identification in Dynamical Text by Complexity PursuitElla Bingham, Ata Kabán, Mark Girolami. npl, 17(1):69-83, 2003.

Connection between multilayer perceptrons and regression using independent component analysisAapo Hyvärinen, Ella Bingham. ijon, 50:211-222, 2003. [doi]

A Simple Algorithm for Topic Identification in 0-1 DataJouni K. Seppänen, Ella Bingham, Heikki Mannila. pkdd 2003: 423-434 [doi]

2002

ICA and SOM in text document analysisElla Bingham, Jukka Kuusisto, Krista Lagus. sigir 2002: 361-362 [doi]

Topics in 0--1 dataElla Bingham, Heikki Mannila, Jouni K. Seppänen. kdd 2002: 450-455 [doi]

2001

Random projection in dimensionality reduction: applications to image and text dataElla Bingham, Heikki Mannila. kdd 2001: 245-250 [doi]

Reinforcement learning in neurofuzzy traffic signal controlElla Bingham. eor, 131(2):232-241, 2001. [doi]

Finding Topics in Dynamical Text: Application to Chat Line DiscussionsElla Bingham, Ata Kabán, Mark Girolami. WWW 2001: [doi]

2000

Fast and robust deflationary separation of complex valued signalsElla Bingham, Aapo Hyvärinen. eusipco 2000: 1-4 [doi]

ICA of Complex Valued Signals: A Fast and Robust Deflationary AlgorithmElla Bingham, Aapo Hyvärinen. ijcnn 2000: 357-362 [doi]

A Fast Fixed-Point Algorithm for Independent Component Analysis of Complex Valued SignalsElla Bingham, Aapo Hyvärinen. IJNS, 10(1):1-8, 2000. [doi]

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