Umut Ozertem

According to our database1, Umut Ozertem authored at least 43 papers between 2005 and 2017.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2017
Hyperarticulation detection in repetitive voice queries using pairwise comparison for improved speech recognition.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016
Editorial IEEE Transactions on Neural Networks and Learning Systems 2016 and Beyond.
IEEE Trans. Neural Networks Learn. Syst., 2016

Did You Say U2 or YouTube?: Inferring Implicit Transcripts from Voice Search Logs.
Proceedings of the 25th International Conference on World Wide Web, 2016

2015
Automatic Online Evaluation of Intelligent Assistants.
Proceedings of the 24th International Conference on World Wide Web, 2015

Characterizing and Predicting Voice Query Reformulation.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Enhanced End-of-Turn Detection for Speech to a Personal Assistant.
Proceedings of the 2015 AAAI Spring Symposia, 2015

2014
Mobile query reformulations.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Computationally-efficient endpointing features for natural spoken interaction with personal-assistant systems.
Proceedings of the IEEE International Conference on Acoustics, 2014

2012
Learning to suggest: a machine learning framework for ranking query suggestions.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

2011
Locally Defined Principal Curves and Surfaces.
J. Mach. Learn. Res., 2011

Evaluating new search engine configurations with pre-existing judgments and clicks.
Proceedings of the 20th International Conference on World Wide Web, 2011

Synthesizing high utility suggestions for rare web search queries.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Suggestion set utility maximization using session logs.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Behavior-driven clustering of queries into topics.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010
Optimizing Medication Reminders Using a Decision-Theoretic Framework.
Proceedings of the MEDINFO 2010, 2010

2009
Principal curve time warping.
IEEE Trans. Signal Process., 2009

RKHS Bayes Discriminant: A Subspace Constrained Nonlinear Feature Projection for Signal Detection.
IEEE Trans. Neural Networks, 2009

Second-Order Volterra System Identification With Noisy Input-Output Measurements.
IEEE Signal Process. Lett., 2009

Robust segmentation using non-parametric snakes with multiple cues for applications in radiation oncology.
Proceedings of the Medical Imaging 2009: Image Processing, 2009

A new approach for the reassignment of time-frequency representations.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
Information Theoretic Feature Selection and Projection.
Proceedings of the Speech, 2008

Continuously Differentiable Sample-Spacing Entropy Estimation.
IEEE Trans. Neural Networks, 2008

Recursive complex BSS via generalized eigendecomposition and application in image rejection for BPSK.
Signal Process., 2008

Mean shift spectral clustering.
Pattern Recognit., 2008

Density geodesics for similarity clustering.
Proceedings of the IEEE International Conference on Acoustics, 2008

Signal denoising using principal curves: Application to timewarping.
Proceedings of the IEEE International Conference on Acoustics, 2008

Local conditions for critical and principal manifolds.
Proceedings of the IEEE International Conference on Acoustics, 2008

2007
Information Regularized Sensor Fusion: Application to Localization With Distributed Motion Sensors.
J. VLSI Signal Process., 2007

Nonparametric Snakes.
IEEE Trans. Image Process., 2007

Automatic Brain Image Segmentation for Evaluation of Experimental Ischemic Stroke Using Gradient vector flow and kernel annealing.
Proceedings of the International Joint Conference on Neural Networks, 2007

A Nonparametric Approach for Active Contours.
Proceedings of the International Joint Conference on Neural Networks, 2007

Nonlinear Coordinate Unfolding Via Principal Curve Projections with Application to Nonlinear BSS.
Proceedings of the Neural Information Processing, 14th International Conference, 2007

Recursive Complex Blind Source Separation via Eigendecomposition of Cumulant Matrices.
Proceedings of the IEEE International Conference on Acoustics, 2007

Information Regularized Maximum Likelihood for Binary Motion Sensors.
Proceedings of the IEEE International Conference on Acoustics, 2007

Self-Consistent Locally Defined Principal Surfaces.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
Perturbation-Based Eigenvector Updates for On-Line Principal Components Analysis and Canonical Correlation Analysis.
J. VLSI Signal Process., 2006

Spectral feature projections that maximize Shannon mutual information with class labels.
Pattern Recognit., 2006

Clustering with Normalized Information Potential Constrained Maximum Entropy Boltzmann Distribution.
Proceedings of the International Joint Conference on Neural Networks, 2006

Estimating Mutual Information Using Gaussian Mixture Model for Feature Ranking and Selection.
Proceedings of the International Joint Conference on Neural Networks, 2006

Mean Shift Spectral Clustering for Perceptual Image Segmentation.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Kernel Density Estimation, Affinity-Based Clustering, And Typical Cuts.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Recursive Generalized Eigendecomposition for Independent Component Analysis.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006

2005
Detection of nonlinearly distorted signals using mutual information.
Proceedings of the 13th European Signal Processing Conference, 2005


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