Alexander Ypma

19 papers B 5C 1Journal 6Unranked 7
YearRankTypeTitle / Venue / Authors
2022 J jnl
Introduction to the Special Section on AI in Manufacturing: Current Trends and Challenges.
SIGKDD Explor.
Jefrey Lijffijt, Dimitra Gkorou, Pieter Van Hertum, Alexander Ypma, Mykola Pechenizkiy, Joaquin Vanschoren
2020 — conf
Get a Human-In-The-Loop: Feature Engineering via Interactive Visualizations.
IAL@PKDD/ECML
Dimitra Gkorou, Maialen Larrañaga, Alexander Ypma, Faegheh Hasibi, Robert Jan van Wijk
2019 — conf
Assisted Diagnostics Methodology for Complex High-Tech Applications.
ICSRS
Marina Velikova, Carmen Bratosin, Alexander Ypma, Vera Lemmen, Robert Jan van Wijk
2018 — conf
Towards Interactive Feature Selection with Human-in-the-loop.
IAL@PKDD/ECML
Maialen Larrañaga, Dimitra Gkorou, Thiago S. Guzella, Alexander Ypma, Faegheh Hasibi, Robert Jan van Wijk
2017 — conf
Towards Big Data Visualization for Monitoring and Diagnostics of High Volume Semiconductor Manufacturing.
Conf. Computing Frontiers
Dimitra Gkorou, Alexander Ypma, George Tsirogiannis, Manuel Giollo, Dag Sonntag, Geert Vinken, Richard van Haren, Robert Jan van Wijk, Jelle Nije, Tom Hoogenboom
2009 B conf
Bayesian periodogram smoothing for speech enhancement.
ESANN
Xueru Zhang, Alexander Ypma, Bert de Vries
2008 J jnl
Online Noise Estimation Using Stochastic-Gain HMM for Speech Enhancement.
IEEE Trans. Speech Audio Process.
David Yuheng Zhao, W. Bastiaan Kleijn, Alexander Ypma, Bert de Vries
2008 J jnl
Online Personalization of Hearing Instruments.
EURASIP J. Audio Speech Music. Process.
Alexander Ypma, Job Geurts, Serkan Özer, Erik van der Werf, Bert de Vries
2005 J jnl
A method for detection of Alzheimer's disease using ICA-enhanced EEG measurements.
Artif. Intell. Medicine
Co Melissant, Alexander Ypma, Edward E. E. Frietman, Cornelis J. Stam
2005 J jnl
Novel approximations for inference in nonlinear dynamical systems using expectation propagation.
Neurocomputing
Alexander Ypma, Tom Heskes
2004 B conf
Novel approximations for inference and learning in nonlinear dynamical systems.
ESANN
Alexander Ypma, Tom Heskes
2003 — conf
Iterated extended Kalman smoothing with expectation-propagation.
NNSP
Alexander Ypma, Tom Heskes
2002 — conf
Automatic Categorization of Web Pages and User Clustering with Mixtures of Hidden Markov Models.
WebKDD
Alexander Ypma, Tom Heskes
2002 J jnl
Blind separation of rotating machine sources: bilinear forms and convolutive mixtures
Neurocomputing
Alexander Ypma, Amir Leshem, Robert P. W. Duin
2001 C conf
Health Monitoring with Learning Methods.
ICANN
Alexander Ypma, Co Melissant, Ole Baunbæk-Jensen, Robert P. W. Duin
2000 B conf
The Role of Subclasses in Machine Diagnostics.
ICPR
Marina Skurichina, Alexander Ypma, Robert P. W. Duin
1999 B conf
Pump Failure Detection Using Support Vector Data Descriptions.
IDA
David M. J. Tax, Alexander Ypma, Robert P. W. Duin
1997 — conf
Novelty Detection Using Self-Organizing Maps.
ICONIP (2)
Alexander Ypma, Robert P. W. Duin
1996 B conf
Time series prediction using neural networks and its application to artificial human walking.
ESANN
Rienk S. Venema, Alexander Ypma, J. A. G. Nijhuis, Lambert Spaanenburg