Bartek Rajwa

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 10

Top Topics

Nonnegative Matrix Factorization

Top Venues

Publications

Iyll-Joon Doh, Diana Vanessa Sarria Zuniga, Sungho Shin, Robert E. Pruitt, Bartek Rajwa, J. Paul Robinson, Euiwon Bae
Bacterial Colony Phenotyping with Hyperspectral Elastic Light Scattering Patterns. Sensors 23 (7) (2023)
Sungho Shin, Brianna Dowden, Iyll-Joon Doh, Bartek Rajwa, Euiwon Bae, J. Paul Robinson
Surface Environment and Energy Density Effects on the Detection and Disinfection of Microorganisms Using a Portable Instrument. Sensors 23 (4) (2023)
Allison Irvine, Tan Dang, Murat Dundar, Bartek Rajwa
IM: An R-Package for Computation of Image Moments and Moment Invariants. CoRR (2022)
Iyll-Joon Doh, Brianna Dowden, Valery Patsekin, Bartek Rajwa, J. Paul Robinson, Euiwon Bae
Development of a Smartphone-Integrated Reflective Scatterometer for Bacterial Identification. Sensors 22 (7) (2022)
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
A novel statistical methodology for quantifying the spatial arrangements of axons in peripheral nerves. CoRR (2022)
Abida Sanjana Shemonti, Joshua D. Eisenberg, Robert O. Heuckeroth, Marthe J. Howard, Alex Pothen, Bartek Rajwa
Generative modeling of the enteric nervous system employing point pattern analysis and graph construction. CoRR (2022)
Yicheng Cheng, Bartek Rajwa, Murat Dundar
Bayesian Nonparametrics for Non-exhaustive Learning. CoRR (2019)
Ye Chen, Ryan D. Calvert, Ariful Azad, Bartek Rajwa, James Fleet, Timothy Ratliff, Alex Pothen
Phenotyping Immune Cells in Tumor and Healthy Tissue Using Flow Cytometry Data. BCB (2018)
Bartek Rajwa, Paul K. Wallace, Elizabeth A. Griffiths, Murat Dundar
Automated Assessment of Disease Progression in Acute Myeloid Leukemia by Probabilistic Analysis of Flow Cytometry Data. IEEE Trans. Biomed. Eng. 64 (5) (2017)
Ariful Azad, Bartek Rajwa, Alex Pothen
flowVS: channel-specific variance stabilization in flow cytometry. BMC Bioinform. 17 (2016)
Murat Dundar, Qiang Kou, Baichuan Zhang, Yicheng He, Bartek Rajwa
Simplicity of Kmeans Versus Deepness of Deep Learning: A Case of Unsupervised Feature Learning with Limited Data. ICMLA (2015)
Murat Dundar, Ferit Akova, Halid Ziya Yerebakan, Bartek Rajwa
A Non-parametric Bayesian Model for Joint Cell Clustering and Cluster Matching: Identification of Anomalous Sample Phenotypes with Random Effects. BMC Bioinform. 15 (2014)
Austin R. Benson, Jason D. Lee, Bartek Rajwa, David F. Gleich
Scalable methods for nonnegative matrix factorizations of near-separable tall-and-skinny matrices. CoRR (2014)
Ariful Azad, Bartek Rajwa, Alex Pothen
Immunophenotypes of Acute Myeloid Leukemia From Flow Cytometry Data Using Templates. CoRR (2014)
Murat Dundar, Halid Ziya Yerebakan, Bartek Rajwa
Batch discovery of recurring rare classes toward identifying anomalous samples. KDD (2014)
Halid Ziya Yerebakan, Bartek Rajwa, Murat Dundar
The Infinite Mixture of Infinite Gaussian Mixtures. NIPS (2014)
Austin R. Benson, Jason D. Lee, Bartek Rajwa, David F. Gleich
Scalable Methods for Nonnegative Matrix Factorizations of Near-separable Tall-and-skinny Matrices. NIPS (2014)
Murat Dundar, Lin Li, Bartek Rajwa
Partially-observed models for classifying minerals on Mars. WHISPERS (2013)
Wamiq Manzoor Ahmed, Bulent Bayraktar, Arun K. Bhunia, E. Daniel Hirleman, J. Paul Robinson, Bartek Rajwa
Classification of Bacterial Contamination Using Image Processing and Distributed Computing. IEEE J. Biomed. Health Informatics 17 (1) (2013)
Ariful Azad, Arif M. Khan, Bartek Rajwa, Saumyadipta Pyne, Alex Pothen
Classifying Immunophenotypes With Templates From Flow Cytometry. BCB (2013)
Ferit Akova, Murat Dundar, Yuan (Alan) Qi, Bartek Rajwa
Self-Adjusting Models for Semi-supervised Learning in Partially Observed Settings. ICDM (2012)
Murat Dundar, Ferit Akova, Alan Qi, Bartek Rajwa
Bayesian Nonexhaustive Learning for Online Discovery and Modeling of Emerging Classes CoRR (2012)
Murat Dundar, Ferit Akova, Alan Qi, Bartek Rajwa
Bayesian Nonexhaustive Learning for Online Discovery and Modeling of Emerging Classes. ICML (2012)
Ferit Akova, Murat Dundar, V. Jo Davisson, E. Daniel Hirleman, Arun K. Bhunia, J. Paul Robinson, Bartek Rajwa
A machine-learning approach to detecting unknown bacterial serovars. Stat. Anal. Data Min. 3 (5) (2010)
Awais Mansoor, J. Paul Robinson, Bartek Rajwa
A low complexity speck-based codec for multispectral fluorescence microscopic images. ICASSP (2010)
Murat Dundar, E. Daniel Hirleman, Arun K. Bhunia, J. Paul Robinson, Bartek Rajwa
Learning with a non-exhaustive training dataset: a case study: detection of bacteria cultures using optical-scattering technology. KDD (2009)
Awais Mansoor, J. Paul Robinson, Bartek Rajwa
Compression of multispectral fluorescence microscopic images based on a modified set partitioning in hierarchal trees. Image Processing: Algorithms and Systems (2009)
Ferit Akova, E. Daniel Hirleman, Arun K. Bhunia, Bartek Rajwa, Murat Dundar
Non-exhaustive Learning for Bacteria Detection. NBiS (2009)
Wamiq Manzoor Ahmed, Silas J. Leavesley, Bartek Rajwa, Muhammad Naeem Ayyaz, Arif Ghafoor, J. Paul Robinson
State of the Art in Information Extraction and Quantitative Analysis for Multimodality Biomolecular Imaging. Proc. IEEE 96 (3) (2008)
Wamiq Manzoor Ahmed, Bulent Bayraktar, Arun K. Bhunia, E. Daniel Hirleman, J. Paul Robinson, Bartek Rajwa
Rapid Detection and Classification of Bacterial Contamination Using Grid Computing. BIBE (2007)
Wamiq Manzoor Ahmed, Muhammad Naeem Ayyaz, Bartek Rajwa, M. Farrukh Khan, Arif Ghafoor, J. Paul Robinson
Semantic Analysis of Biological Imaging Data: Challenges and Opportunities. Int. J. Semantic Comput. 1 (1) (2007)
Bulent Bayraktar, Tytus Bernas, J. Paul Robinson, Bartek Rajwa
A numerical recipe for accurate image reconstruction from discrete orthogonal moments. Pattern Recognit. 40 (2) (2007)
Qiqi Wang, Yinlong Sun, Bartek Rajwa, J. Paul Robinson
Interactive volume visualization of cellular structures. Computational Imaging (2006)
Yinlong Sun, Qiqi Wang, Haiying Xu, J. Paul Robinson, Bartek Rajwa
Noise reduction and 3D visualization of confocal microscopy images. Computational Imaging (2004)