Alexander Ypma

According to our database, Alexander Ypma authored at least 19 papers between 1996 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Introduction to the Special Section on AI in Manufacturing: Current Trends and Challenges.

Jefrey Lijffijt, Dimitra Gkorou, Pieter Van Hertum, Alexander Ypma, Mykola Pechenizkiy, Joaquin Vanschoren

SIGKDD Explor., 2022

2020

Get a Human-In-The-Loop: Feature Engineering via Interactive Visualizations.

Dimitra Gkorou, Maialen Larrañaga, Alexander Ypma, Faegheh Hasibi, Robert Jan van Wijk

Proceedings of the Workshop on Interactive Adaptive Learning co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2020), 2020

2019

Assisted Diagnostics Methodology for Complex High-Tech Applications.

Marina Velikova, Carmen Bratosin, Alexander Ypma, Vera Lemmen, Robert Jan van Wijk

Proceedings of the 4th International Conference on System Reliability and Safety, 2019

2018

Towards Interactive Feature Selection with Human-in-the-loop.

Maialen Larrañaga, Dimitra Gkorou, Thiago S. Guzella, Alexander Ypma, Faegheh Hasibi, Robert Jan van Wijk

Proceedings of the Workshop on Interactive Adaptive Learning co-located with European Conference on Machine Learning (ECML 2018) and Principles and Practice of Knowledge Discovery in Databases (PKDD 2018), 2018

2017

Towards Big Data Visualization for Monitoring and Diagnostics of High Volume Semiconductor Manufacturing.

Dimitra Gkorou, Alexander Ypma, George Tsirogiannis, Manuel Giollo, Dag Sonntag, Geert Vinken, Richard van Haren, Robert Jan van Wijk, Jelle Nije, Tom Hoogenboom

Proceedings of the Computing Frontiers Conference, 2017

2009

Bayesian periodogram smoothing for speech enhancement.

Xueru Zhang, Alexander Ypma, Bert de Vries

Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009

2008

Online Noise Estimation Using Stochastic-Gain HMM for Speech Enhancement.

David Yuheng Zhao, W. Bastiaan Kleijn, Alexander Ypma, Bert de Vries

IEEE Trans. Speech Audio Process., 2008

Online Personalization of Hearing Instruments.

Alexander Ypma, Job Geurts, Serkan Özer, Erik van der Werf, Bert de Vries

EURASIP J. Audio Speech Music. Process., 2008

2005

Novel approximations for inference in nonlinear dynamical systems using expectation propagation.

Alexander Ypma, Tom Heskes

Neurocomputing, 2005

A method for detection of Alzheimer's disease using ICA-enhanced EEG measurements.

Co Melissant, Alexander Ypma, Edward E. E. Frietman, Cornelis J. Stam

Artif. Intell. Medicine, 2005

2004

Novel approximations for inference and learning in nonlinear dynamical systems.

Alexander Ypma, Tom Heskes

Proceedings of the 12th European Symposium on Artificial Neural Networks, 2004

2003

Iterated extended Kalman smoothing with expectation-propagation.

Alexander Ypma, Tom Heskes

Proceedings of the NNSP 2003, 2003

2002

Blind separation of rotating machine sources: bilinear forms and convolutive mixtures

Alexander Ypma, Amir Leshem, Robert P. W. Duin

Neurocomputing, 2002

Automatic Categorization of Web Pages and User Clustering with Mixtures of Hidden Markov Models.

Alexander Ypma, Tom Heskes

Proceedings of the WEBKDD 2002, 2002

2001

Health Monitoring with Learning Methods.

Alexander Ypma, Co Melissant, Ole Baunbæk-Jensen, Robert P. W. Duin

Proceedings of the Artificial Neural Networks, 2001

2000

The Role of Subclasses in Machine Diagnostics.

Marina Skurichina, Alexander Ypma, Robert P. W. Duin

Proceedings of the 15th International Conference on Pattern Recognition, 2000

1999

Pump Failure Detection Using Support Vector Data Descriptions.

David M. J. Tax, Alexander Ypma, Robert P. W. Duin

Proceedings of the Advances in Intelligent Data Analysis, Third International Symposium, 1999

1997

Novelty Detection Using Self-Organizing Maps.

Alexander Ypma, Robert P. W. Duin

Proceedings of the Progress in Connectionist-Based Information Systems: Proceedings of the 1997 International Conference on Neural Information Processing and Intelligent Information Systems, 1997

1996

Time series prediction using neural networks and its application to artificial human walking.

Rienk S. Venema, Alexander Ypma, J. A. G. Nijhuis, Lambert Spaanenburg

Proceedings of the 4th European Symposium on Artificial Neural Networks, 1996