Detection of nonlinearly distorted signals using mutual information. - Umut Ozertem; Deniz Erdogmus; Ignacio Santamaría (EUSIPCO, 2005)

Maximally discriminative spectral feature projections using mutual information. - Umut Ozertem; Deniz Erdogmus (IJCNN, 2005)

Recursive Generalized Eigendecomposition for Independent Component Analysis. - Umut Ozertem; Deniz Erdogmus; Tian Lan 007 (ICA, 2006)

Kernel Density Estimation, Affinity-Based Clustering, And Typical Cuts. - Deniz Erdogmus; Miguel Á. Carreira-Perpiñán; Umut Ozertem (ICASSP (5), 2006)

Mean Shift Spectral Clustering for Perceptual Image Segmentation. - Umut Ozertem; Deniz Erdogmus; Tian Lan 007 (ICASSP (2), 2006)

Estimating Mutual Information Using Gaussian Mixture Model for Feature Ranking and Selection. - Tian Lan 007; Deniz Erdogmus; Umut Ozertem; Yonghong Huang (IJCNN, 2006)

Clustering with Normalized Information Potential Constrained Maximum Entropy Boltzmann Distribution. - Umut Ozertem; Deniz Erdogmus (IJCNN, 2006)

Spectral feature projections that maximize Shannon mutual information with class labels. - Umut Ozertem; Deniz Erdogmus; Robert Jenssen (Pattern Recognit., 2006)

Perturbation-Based Eigenvector Updates for On-Line Principal Components Analysis and Canonical Correlation Analysis. - Anant Hegde; José Carlos Príncipe; Deniz Erdogmus; Umut Ozertem; Yadunandana N. Rao; Hemanth Peddaneni (J. VLSI Signal Process., 2006)

Self-Consistent Locally Defined Principal Surfaces. - Deniz Erdogmus; Umut Ozertem (ICASSP (2), 2007)

Information Regularized Maximum Likelihood for Binary Motion Sensors. - Umut Ozertem; Deniz Erdogmus (ICASSP (2), 2007)

Recursive Complex Blind Source Separation via Eigendecomposition of Cumulant Matrices. - Puskal P. Pokharel; Umut Ozertem; Deniz Erdogmus; José C. Príncipe (ICASSP (2), 2007)

Nonlinear Coordinate Unfolding Via Principal Curve Projections with Application to Nonlinear BSS. - Deniz Erdogmus; Umut Ozertem (ICONIP (2), 2007)

A Nonparametric Approach for Active Contours. - Umut Ozertem; Deniz Erdogmus (IJCNN, 2007)

Automatic Brain Image Segmentation for Evaluation of Experimental Ischemic Stroke Using Gradient vector flow and kernel annealing. - Umut Ozertem; Andras Gruber; Deniz Erdogmus (IJCNN, 2007)

Nonparametric Snakes. - Umut Ozertem; Deniz Erdogmus (IEEE Trans. Image Process., 2007)

Information Regularized Sensor Fusion: Application to Localization With Distributed Motion Sensors. - Umut Ozertem; Deniz Erdogmus (J. VLSI Signal Process., 2007)

Local conditions for critical and principal manifolds. - Umut Ozertem; Deniz Erdogmus (ICASSP, 2008)

Signal denoising using principal curves: Application to timewarping. - Umut Ozertem; Deniz Erdogmus (ICASSP, 2008)

Density geodesics for similarity clustering. - Umut Ozertem; Deniz Erdogmus; Miguel Á. Carreira-Perpiñán (ICASSP, 2008)

Mean shift spectral clustering. - Umut Ozertem; Deniz Erdogmus; Robert Jenssen (Pattern Recognit., 2008)

Recursive complex BSS via generalized eigendecomposition and application in image rejection for BPSK. - Puskal P. Pokharel; Umut Ozertem; Deniz Erdogmus; José C. Príncipe (Signal Process., 2008)

Continuously Differentiable Sample-Spacing Entropy Estimation. - Umut Ozertem; Ismail Uysal; Deniz Erdogmus (IEEE Trans. Neural Networks, 2008)

Information Theoretic Feature Selection and Projection. - Deniz Erdogmus; Umut Ozertem; Tian Lan 007 (Speech, Audio, Image and Biomedical Signal Processing using Neural Networks, 2008)

A new approach for the reassignment of time-frequency representations. - Ervin Sejdic; Umut Ozertem; Igor Djurovic; Deniz Erdogmus (ICASSP, 2009)

Robust segmentation using non-parametric snakes with multiple cues for applications in radiation oncology. - Jayashree Kalpathy-Cramer; Umut Ozertem; William R. Hersh; Martin Fuss; Deniz Erdogmus (Image Processing, 2009)

Second-Order Volterra System Identification With Noisy Input-Output Measurements. - Umut Ozertem; Deniz Erdogmus (IEEE Signal Process. Lett., 2009)

RKHS Bayes Discriminant: A Subspace Constrained Nonlinear Feature Projection for Signal Detection. - Umut Ozertem; Deniz Erdogmus (IEEE Trans. Neural Networks, 2009)

Principal curve time warping. - Umut Ozertem; Deniz Erdogmus (IEEE Trans. Signal Process., 2009)

Optimizing Medication Reminders Using a Decision-Theoretic Framework. - Misha Pavel; Holly Brügge Jimison; Tamara L. Hayes; Nicole Larimer; Stuart Hagler; Yves Vimegnon; Todd K. Leen; Umut Ozertem (MedInfo, 2010)

Quantifying the Limits and Success of Extractive Summarization Systems Across Domains. - Hakan Ceylan; Rada Mihalcea; Umut Ozertem; Elena Lloret; Manuel Palomar (HLT-NAACL, 2010)

Behavior-driven clustering of queries into topics. - Luca Maria Aiello; Debora Donato; Umut Ozertem; Filippo Menczer (CIKM, 2011)

Suggestion set utility maximization using session logs. - Umut Ozertem; Emre Velipasaoglu; Larry Lai (CIKM, 2011)

Synthesizing high utility suggestions for rare web search queries. - Alpa Jain; Umut Ozertem; Emre Velipasaoglu (SIGIR, 2011)

Evaluating new search engine configurations with pre-existing judgments and clicks. - Umut Ozertem; Rosie Jones; Benoît Dumoulin (WWW, 2011)

Locally Defined Principal Curves and Surfaces. - Umut Ozertem; Deniz Erdogmus (J. Mach. Learn. Res., 2011)

Learning to suggest: a machine learning framework for ranking query suggestions. - Umut Ozertem; Olivier Chapelle; Pinar Donmez; Emre Velipasaoglu (SIGIR, 2012)

Computationally-efficient endpointing features for natural spoken interaction with personal-assistant systems. - Harish Arsikere; Elizabeth Shriberg; Umut Ozertem (ICASSP, 2014)

Mobile query reformulations. - Milad Shokouhi; Rosie Jones; Umut Ozertem; Karthik Raghunathan; Fernando Diaz 001 (SIGIR, 2014)

Enhanced End-of-Turn Detection for Speech to a Personal Assistant. - Harish Arsikere; Elizabeth Shriberg; Umut Ozertem (AAAI Spring Symposia, 2015)

Characterizing and Predicting Voice Query Reformulation. - Ahmed Hassan Awadallah; Ranjitha Gurunath Kulkarni; Umut Ozertem; Rosie Jones (CIKM, 2015)

Automatic Online Evaluation of Intelligent Assistants. - Jiepu Jiang; Ahmed Hassan Awadallah; Rosie Jones; Umut Ozertem; Imed Zitouni; Ranjitha Gurunath Kulkarni; Omar Zia Khan (WWW, 2015)

Did You Say U2 or YouTube?: Inferring Implicit Transcripts from Voice Search Logs. - Milad Shokouhi; Umut Ozertem; Nick Craswell (WWW, 2016)

Editorial IEEE Transactions on Neural Networks and Learning Systems 2016 and Beyond. - Haibo He; Nitesh V. Chawla; Huanhuan Chen; Yoonsuck Choe; Andries P. Engelbrecht; Jaya deva; Lyle N. Long; Ali A. Minai; Feiping Nie 001; Umut Ozertem; Barak A. Pearlmutter; Ling Shao 001; et al. (IEEE Trans. Neural Networks Learn. Syst., 2016)

Hyperarticulation detection in repetitive voice queries using pairwise comparison for improved speech recognition. - Ranjitha Gurunath Kulkarni; Ahmed El Kholy; Ziad Al Bawab; Noha Alon; Imed Zitouni; Umut Ozertem; Shuangyu Chang (ICASSP, 2017)

The Hateful Memes Challenge: Competition Report. - Douwe Kiela; Hamed Firooz; Aravind Mohan; Vedanuj Goswami; Amanpreet Singh; Casey A. Fitzpatrick; Peter Bull; Greg Lipstein; Tony Nelli; Ron Zhu; Niklas Muennighoff; Riza Velioglu; et al. (NeurIPS (Competition and Demos), 2020)

Preserving integrity in online social networks. - Alon Y. Halevy; Cristian Canton-Ferrer; Hao Ma; Umut Ozertem; Patrick Pantel; Marzieh Saeidi; Fabrizio Silvestri; Ves Stoyanov (Commun. ACM, 2022)