Alexander Ypma

Publication Activity (10 Years)

Years Active: 1996-2022
Publications (10 Years): 5

Top Topics

Interactive Visualizations

Health Sciences

Semiconductor Manufacturing

Feature Engineering

Top Venues

Conf. Computing Frontiers

Publications

Jefrey Lijffijt, Dimitra Gkorou, Pieter Van Hertum, Alexander Ypma, Mykola Pechenizkiy, Joaquin Vanschoren
Introduction to the Special Section on AI in Manufacturing: Current Trends and Challenges. SIGKDD Explor. 24 (2) (2022)
Dimitra Gkorou, Maialen Larrañaga, Alexander Ypma, Faegheh Hasibi, Robert Jan van Wijk
Get a Human-In-The-Loop: Feature Engineering via Interactive Visualizations. IAL@PKDD/ECML (2020)
Marina Velikova, Carmen Bratosin, Alexander Ypma, Vera Lemmen, Robert Jan van Wijk
Assisted Diagnostics Methodology for Complex High-Tech Applications. ICSRS (2019)
Maialen Larrañaga, Dimitra Gkorou, Thiago S. Guzella, Alexander Ypma, Faegheh Hasibi, Robert Jan van Wijk
Towards Interactive Feature Selection with Human-in-the-loop. IAL@PKDD/ECML (2018)
Dimitra Gkorou, Alexander Ypma, George Tsirogiannis, Manuel Giollo, Dag Sonntag, Geert Vinken, Richard van Haren, Robert Jan van Wijk, Jelle Nije, Tom Hoogenboom
Towards Big Data Visualization for Monitoring and Diagnostics of High Volume Semiconductor Manufacturing. Conf. Computing Frontiers (2017)
Xueru Zhang, Alexander Ypma, Bert de Vries
Bayesian periodogram smoothing for speech enhancement. ESANN (2009)
David Yuheng Zhao, W. Bastiaan Kleijn, Alexander Ypma, Bert de Vries
Online Noise Estimation Using Stochastic-Gain HMM for Speech Enhancement. IEEE Trans. Speech Audio Process. 16 (4) (2008)
Alexander Ypma, Job Geurts, Serkan Özer, Erik van der Werf, Bert de Vries
Online Personalization of Hearing Instruments. EURASIP J. Audio Speech Music. Process. 2008 (2008)
Co Melissant, Alexander Ypma, Edward E. E. Frietman, Cornelis J. Stam
A method for detection of Alzheimer's disease using ICA-enhanced EEG measurements. Artif. Intell. Medicine 33 (3) (2005)
Alexander Ypma, Tom Heskes
Novel approximations for inference in nonlinear dynamical systems using expectation propagation. Neurocomputing 69 (1-3) (2005)
Alexander Ypma, Tom Heskes
Novel approximations for inference and learning in nonlinear dynamical systems. ESANN (2004)
Alexander Ypma, Tom Heskes
Iterated extended Kalman smoothing with expectation-propagation. NNSP (2003)
Alexander Ypma, Tom Heskes
Automatic Categorization of Web Pages and User Clustering with Mixtures of Hidden Markov Models. WEBKDD (2002)
Alexander Ypma, Amir Leshem, Robert P. W. Duin
Blind separation of rotating machine sources: bilinear forms and convolutive mixtures Neurocomputing 49 (1-4) (2002)
Alexander Ypma, Co Melissant, Ole Baunbæk-Jensen, Robert P. W. Duin
Health Monitoring with Learning Methods. ICANN (2001)
Marina Skurichina, Alexander Ypma, Robert P. W. Duin
The Role of Subclasses in Machine Diagnostics. ICPR (2000)
David M. J. Tax, Alexander Ypma, Robert P. W. Duin
Pump Failure Detection Using Support Vector Data Descriptions. IDA (1999)
Alexander Ypma, Robert P. W. Duin
Novelty Detection Using Self-Organizing Maps. ICONIP (2) (1997)
Rienk S. Venema, Alexander Ypma, J. A. G. Nijhuis, Lambert Spaanenburg
Time series prediction using neural networks and its application to artificial human walking. ESANN (1996)