Alexander Ypma - researchr alias

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Viewing Publication 1 - 18 from 18

2022

Introduction to the Special Section on AI in Manufacturing: Current Trends and ChallengesJefrey Lijffijt, Dimitra Gkorou, Pieter Van Hertum, Alexander Ypma, Mykola Pechenizkiy, Joaquin Vanschoren. sigkdd, 24(2):81-85, 2022. [doi]

2020

Get a Human-In-The-Loop: Feature Engineering via Interactive VisualizationsDimitra Gkorou, Maialen Larrañaga, Alexander Ypma, Faegheh Hasibi, Robert Jan van Wijk. pkdd 2020: 90-95 [doi]

2019

Assisted Diagnostics Methodology for Complex High-Tech ApplicationsMarina Velikova, Carmen Bratosin, Alexander Ypma, Vera Lemmen, Robert Jan van Wijk. icsrs 2019: 457-463 [doi]

2018

Towards Interactive Feature Selection with Human-in-the-loopMaialen Larrañaga, Dimitra Gkorou, Thiago S. Guzella, Alexander Ypma, Faegheh Hasibi, Robert Jan van Wijk. pkdd 2018: 85-88 [doi]

2017

Towards Big Data Visualization for Monitoring and Diagnostics of High Volume Semiconductor ManufacturingDimitra Gkorou, Alexander Ypma, George Tsirogiannis, Manuel Giollo, Dag Sonntag, Geert Vinken, Richard van Haren, Robert Jan van Wijk, Jelle Nije, Tom Hoogenboom. cf 2017: 338-342 [doi]

2009

Bayesian periodogram smoothing for speech enhancementXueru Zhang, Alexander Ypma, Bert de Vries. esann 2009: [doi]

2008

Online Personalization of Hearing InstrumentsAlexander Ypma, Job Geurts, Serkan Özer, Erik van der Werf, Bert de Vries. ejasmp, 2008, 2008. [doi]

2005

A method for detection of Alzheimer s disease using ICA-enhanced EEG measurementsCo Melissant, Alexander Ypma, Edward E. E. Frietman, Cornelis J. Stam. artmed, 33(3):209-222, 2005. [doi]

Novel approximations for inference in nonlinear dynamical systems using expectation propagationAlexander Ypma, Tom Heskes. ijon, 69(1-3):85-99, 2005. [doi]

2004

Novel approximations for inference and learning in nonlinear dynamical systemsAlexander Ypma, Tom Heskes. esann 2004: 361-366 [doi]

2003

Iterated extended Kalman smoothing with expectation-propagationAlexander Ypma, Tom Heskes. nnsp 2003: 219-228 [doi]

2002

Automatic Categorization of Web Pages and User Clustering with Mixtures of Hidden Markov ModelsAlexander Ypma, Tom Heskes. kdd 2003: 35-49 [doi]

Blind separation of rotating machine sources: bilinear forms and convolutive mixturesAlexander Ypma, Amir Leshem, Robert P. W. Duin. ijon, 49(1-4):349-368, 2002. [doi]

2001

Health Monitoring with Learning MethodsAlexander Ypma, Co Melissant, Ole Baunbæk-Jensen, Robert P. W. Duin. icann 2001: 547-553 [doi]

2000

The Role of Subclasses in Machine DiagnosticsMarina Skurichina, Alexander Ypma, Robert P. W. Duin. icpr 2000: 2668-2671 [doi]

1999

Pump Failure Detection Using Support Vector Data DescriptionsDavid M. J. Tax, Alexander Ypma, Robert P. W. Duin. ida 1999: 415-426 [doi]

1997

Novelty Detection Using Self-Organizing MapsAlexander Ypma, Robert P. W. Duin. iconip 1998: 1322-1325

1996

Time series prediction using neural networks and its application to artificial human walkingRienk S. Venema, Alexander Ypma, J. A. G. Nijhuis, Lambert Spaanenburg. esann 1996: [doi]

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