Murat Dundar

According to our database, Murat Dundar authored at least 47 papers between 2002 and 2022.

Collaborative distances:

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

2022

IM: An R-Package for Computation of Image Moments and Moment Invariants.

Allison Irvine, Tan Dang, Murat Dundar, Bartek Rajwa

CoRR, 2022

A novel statistical methodology for quantifying the spatial arrangements of axons in peripheral nerves.

Abida Sanjana Shemonti, Emanuele Plebani, Natalia P. Biscola, Deborah M. Jaffey, Leif A. Havton, Janet R. Keast, Alex Pothen, Murat Dundar, Terry L. Powley, Bartek Rajwa

CoRR, 2022

2021

Fine-Grained Zero-Shot Learning with DNA as Side Information.

Sarkhan Badirli, Zeynep Akata, George O. Mohler, Christine Picard, Murat Dundar

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Open Set Authorship Attribution Toward Demystifying Victorian Periodicals.

Sarkhan Badirli, Mary Borgo Ton, Abdulmecit Gungor, Murat Dundar

Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

Trustworthy Explainability Acceptance: A New Metric to Measure the Trustworthiness of Interpretable AI Medical Diagnostic Systems.

Davinder Kaur, Suleyman Uslu, Arjan Durresi, Sunil Badve, Murat Dundar

Proceedings of the Complex, Intelligent and Software Intensive Systems, 2021

2020

Bayesian Zero-Shot Learning.

Sarkhan Badirli, Zeynep Akata, Murat Dundar

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

2019

Machine-Learning-Driven New Geologic Discoveries at Mars Rover Landing Sites: Jezero and NE Syrtis.

Murat Dundar, Bethany L. Ehlmann, Ellen K. Leask

CoRR, 2019

Bayesian Nonparametrics for Non-exhaustive Learning.

Yicheng Cheng, Bartek Rajwa, Murat Dundar

CoRR, 2019

Dirichlet Process Gaussian Mixture for Active Online Name Disambiguation by Particle Filter.

Baichuan Zhang, Murat Dundar, Vachik S. Dave, Mohammad Al Hasan

Proceedings of the 19th ACM/IEEE Joint Conference on Digital Libraries, 2019

2017

Automated Assessment of Disease Progression in Acute Myeloid Leukemia by Probabilistic Analysis of Flow Cytometry Data.

Bartek Rajwa, Paul K. Wallace, Elizabeth A. Griffiths, Murat Dundar

IEEE Trans. Biomed. Eng., 2017

Partially collapsed parallel Gibbs sampler for Dirichlet process mixture models.

Halid Ziya Yerebakan, Murat Dundar

Pattern Recognit. Lett., 2017

Bayesian Non-Exhaustive Classification for Active Online Name Disambiguation.

Baichuan Zhang, Murat Dundar, Mohammad Al Hasan

CoRR, 2017

2016

Rare jarosite detection in crism imagery by non-parametric Bayesian clustering.

Murat Dundar, Bethany L. Ehlmann

Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Bayesian Non-Exhaustive Classification A Case Study: Online Name Disambiguation using Temporal Record Streams.

Baichuan Zhang, Murat Dundar, Mohammad Al Hasan

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015

Towards Large-Scale Histopathological Image Analysis: Hashing-Based Image Retrieval.

Xiaofan Zhang, Wei Liu, Murat Dundar, Sunil Badve, Shaoting Zhang

IEEE Trans. Medical Imaging, 2015

Simplicity of Kmeans Versus Deepness of Deep Learning: A Case of Unsupervised Feature Learning with Limited Data.

Murat Dundar, Qiang Kou, Baichuan Zhang, Yicheng He, Bartek Rajwa

Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

2014

A Non-parametric Bayesian Model for Joint Cell Clustering and Cluster Matching: Identification of Anomalous Sample Phenotypes with Random Effects.

Murat Dundar, Ferit Akova, Halid Ziya Yerebakan, Bartek Rajwa

BMC Bioinform., 2014

The Infinite Mixture of Infinite Gaussian Mixtures.

Halid Ziya Yerebakan, Bartek Rajwa, Murat Dundar

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Batch discovery of recurring rare classes toward identifying anomalous samples.

Murat Dundar, Halid Ziya Yerebakan, Bartek Rajwa

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

2013

Partially-observed models for classifying minerals on Mars.

Murat Dundar, Lin Li, Bartek Rajwa

Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

2012

Bayesian Nonexhaustive Learning for Online Discovery and Modeling of Emerging Classes.

Murat Dundar, Ferit Akova, Yuan (Alan) Qi, Bartek Rajwa

Proceedings of the 29th International Conference on Machine Learning, 2012

Self-Adjusting Models for Semi-supervised Learning in Partially Observed Settings.

Ferit Akova, Murat Dundar, Yuan (Alan) Qi, Bartek Rajwa

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

2011

Computerized Classification of Intraductal Breast Lesions Using Histopathological Images.

Murat Dundar, Sunil Badve, Gökhan Bilgin, Vikas C. Raykar, Rohit K. Jain, Olcay Sertel, Metin N. Gurcan

IEEE Trans. Biomed. Eng., 2011

2010

A machine-learning approach to detecting unknown bacterial serovars.

Ferit Akova, Murat Dundar, V. Jo Davisson, E. Daniel Hirleman, Arun K. Bhunia, J. Paul Robinson, Bartek Rajwa

Stat. Anal. Data Min., 2010

A Multiple Instance Learning Approach toward Optimal Classification of Pathology Slides.

Murat Dundar, Sunil Badve, Vikas C. Raykar, Rohit K. Jain, Olcay Sertel, Metin N. Gurcan

Proceedings of the 20th International Conference on Pattern Recognition, 2010

2009

Non-exhaustive Learning for Bacteria Detection.

Ferit Akova, E. Daniel Hirleman, Arun K. Bhunia, Bartek Rajwa, Murat Dundar

Proceedings of the NBiS 2009, 2009

A Two-Level Approach Towards Semantic Colon Segmentation: Removing Extra-Colonic Findings.

Le Lu, Matthias Wolf, Jianming Liang, Murat Dundar, Jinbo Bi, Marcos Salganicoff

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Learning with a non-exhaustive training dataset: a case study: detection of bacteria cultures using optical-scattering technology.

Murat Dundar, E. Daniel Hirleman, Arun K. Bhunia, J. Paul Robinson, Bartek Rajwa

Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Target Detection with Spatio-spectral Data via Concordance Learning.

Murat Dundar

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

2008

Multiple-Instance Learning Algorithms for Computer-Aided Detection.

Murat Dundar, Glenn Fung, Balaji Krishnapuram, R. Bharat Rao

IEEE Trans. Biomed. Eng., 2008

An Improved Multi-task Learning Approach with Applications in Medical Diagnosis.

Jinbo Bi, Tao Xiong, Shipeng Yu, Murat Dundar, R. Bharat Rao

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2008

Bayesian multiple instance learning: automatic feature selection and inductive transfer.

Vikas C. Raykar, Balaji Krishnapuram, Jinbo Bi, Murat Dundar, R. Bharat Rao

Proceedings of the Machine Learning, 2008

Polyhedral classifier for target detection: a case study: colorectal cancer.

Murat Dundar, Matthias Wolf, Sarang Lakare, Marcos Salganicoff, Vikas C. Raykar

Proceedings of the Machine Learning, 2008

2007

Training a CAD classifier with correlated data.

Murat Dundar, Balaji Krishnapuram, Matthias Wolf, Sarang Lakare, Luca Bogoni, Jinbo Bi, R. Bharat Rao

Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, San Diego, 2007

Efficient detection of polyps in CT colonography.

Matthias Wolf, Pascal Cathier, Sarang Lakare, Murat Dundar, Luca Bogoni

Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, San Diego, 2007

Learning Classifiers When the Training Data Is Not IID.

Murat Dundar, Balaji Krishnapuram, Jinbo Bi, R. Bharat Rao

Proceedings of the IJCAI 2007, 2007

Joint Optimization of Cascaded Classifiers for Computer Aided Detection.

Murat Dundar, Jinbo Bi

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006

Multiple Instance Learning for Computer Aided Diagnosis.

Glenn Fung, Murat Dundar, Balaji Krishnapuram, R. Bharat Rao

Proceedings of the Advances in Neural Information Processing Systems 19, 2006

Incorporating Spatial Contiguity into the Design of a Support Vector Machine Classifier.

Murat Dundar, James Theiler, Simon Perkins

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006

2005

Sparse Fisher Discriminant Analysis for Computer Aided Detection.

Murat Dundar, Glenn Fung, Jinbo Bi, Sathyakama Sandilya, R. Bharat Rao

Proceedings of the 2005 SIAM International Conference on Data Mining, 2005

Semi-Supervised Mixture of Kernels via LPBoost Methods.

Jinbo Bi, Glenn Fung, Murat Dundar, R. Bharat Rao

Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

2004

Toward an optimal supervised classifier for the analysis of hyperspectral data.

Murat Dundar, David A. Landgrebe

IEEE Trans. Geosci. Remote. Sens., 2004

A cost-effective semisupervised classifier approach with kernels.

Murat Dundar, David A. Landgrebe

IEEE Trans. Geosci. Remote. Sens., 2004

A fast iterative algorithm for fisher discriminant using heterogeneous kernels.

Glenn Fung, Murat Dundar, Jinbo Bi, R. Bharat Rao

Proceedings of the Machine Learning, 2004

A methodology for training and validating a CAD system and potential pitfalls.

Murat Dundar, Glenn Fung, Luca Bogoni, Michael Macari, A. Megibow, R. Bharat Rao

Proceedings of the CARS 2004. Computer Assisted Radiology and Surgery. Proceedings of the 18th International Congress and Exhibition, 2004

CAD for polyp detection: an invaluable tool to meet the increasing need for colon-cancer screening.

Pascal Cathier, Senthil Periaswamy, Anna K. Jerebko, Murat Dundar, Jianming Liang, Glenn Fung, Jonathan Stoeckel, T. Venkata, R. Amara, Arun Krishnan, R. Bharat Rao, Alok Gupta, E. Vega, Shaked Laks, A. Megibow, Michael Macari, Luca Bogoni

Proceedings of the CARS 2004. Computer Assisted Radiology and Surgery. Proceedings of the 18th International Congress and Exhibition, 2004

2002

A model-based mixture-supervised classification approach in hyperspectral data analysis.

Murat Dundar, David A. Landgrebe

IEEE Trans. Geosci. Remote. Sens., 2002