Bartek Rajwa

34 papers A* 4C 2Misc 1Journal 18Unranked 9
YearRankTypeTitle / Venue / Authors
2023 J jnl
Bacterial Colony Phenotyping with Hyperspectral Elastic Light Scattering Patterns.
Sensors
Iyll-Joon Doh, Diana Vanessa Sarria Zuniga, Sungho Shin, Robert E. Pruitt, Bartek Rajwa, J. Paul Robinson, Euiwon Bae
2023 J jnl
Surface Environment and Energy Density Effects on the Detection and Disinfection of Microorganisms Using a Portable Instrument.
Sensors
Sungho Shin, Brianna Dowden, Iyll-Joon Doh, Bartek Rajwa, Euiwon Bae, J. Paul Robinson
2022 J jnl
A novel statistical methodology for quantifying the spatial arrangements of axons in peripheral nerves.
CoRR
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
2022 J jnl
Development of a Smartphone-Integrated Reflective Scatterometer for Bacterial Identification.
Sensors
Iyll-Joon Doh, Brianna Dowden, Valery Patsekin, Bartek Rajwa, J. Paul Robinson, Euiwon Bae
2022 J jnl
Generative modeling of the enteric nervous system employing point pattern analysis and graph construction.
CoRR
Abida Sanjana Shemonti, Joshua D. Eisenberg, Robert O. Heuckeroth, Marthe J. Howard, Alex Pothen, Bartek Rajwa
2022 J jnl
IM: An R-Package for Computation of Image Moments and Moment Invariants.
CoRR
Allison Irvine, Tan Dang, Murat Dundar, Bartek Rajwa
2019 J jnl
Bayesian Nonparametrics for Non-exhaustive Learning.
CoRR
Yicheng Cheng, Bartek Rajwa, Murat Dundar
2018 — conf
Phenotyping Immune Cells in Tumor and Healthy Tissue Using Flow Cytometry Data.
BCB
Ye Chen, Ryan D. Calvert, Ariful Azad, Bartek Rajwa, James C. Fleet, Timothy Ratliff, Alex Pothen
2017 J jnl
Automated Assessment of Disease Progression in Acute Myeloid Leukemia by Probabilistic Analysis of Flow Cytometry Data.
IEEE Trans. Biomed. Eng.
Bartek Rajwa, Paul K. Wallace, Elizabeth A. Griffiths, Murat Dundar
2016 J jnl
flowVS: channel-specific variance stabilization in flow cytometry.
BMC Bioinform.
Ariful Azad, Bartek Rajwa, Alex Pothen
2015 C conf
Simplicity of Kmeans Versus Deepness of Deep Learning: A Case of Unsupervised Feature Learning with Limited Data.
ICMLA
Murat Dundar, Qiang Kou, Baichuan Zhang, Yicheng He, Bartek Rajwa
2014 J jnl
A Non-parametric Bayesian Model for Joint Cell Clustering and Cluster Matching: Identification of Anomalous Sample Phenotypes with Random Effects.
BMC Bioinform.
Murat Dundar, Ferit Akova, Halid Ziya Yerebakan, Bartek Rajwa
2014 A* conf
Batch discovery of recurring rare classes toward identifying anomalous samples.
KDD
Murat Dundar, Halid Ziya Yerebakan, Bartek Rajwa
2014 J jnl
Immunophenotypes of Acute Myeloid Leukemia From Flow Cytometry Data Using Templates.
CoRR
Ariful Azad, Bartek Rajwa, Alex Pothen
2014 — conf
Scalable Methods for Nonnegative Matrix Factorizations of Near-separable Tall-and-skinny Matrices.
NIPS
Austin R. Benson, Jason D. Lee, Bartek Rajwa, David F. Gleich
2014 J jnl
Scalable methods for nonnegative matrix factorizations of near-separable tall-and-skinny matrices.
CoRR
Austin R. Benson, Jason D. Lee, Bartek Rajwa, David F. Gleich
2014 — conf
The Infinite Mixture of Infinite Gaussian Mixtures.
NIPS
Halid Ziya Yerebakan, Bartek Rajwa, Murat Dundar
2013 J jnl
Classification of Bacterial Contamination Using Image Processing and Distributed Computing.
IEEE J. Biomed. Health Informatics
Wamiq Manzoor Ahmed, Bulent Bayraktar, Arun K. Bhunia, E. Daniel Hirleman, J. Paul Robinson, Bartek Rajwa
2013 — conf
Classifying Immunophenotypes With Templates From Flow Cytometry.
BCB
Ariful Azad, Arif M. Khan, Bartek Rajwa, Saumyadipta Pyne, Alex Pothen
2013 — conf
Partially-observed models for classifying minerals on Mars.
WHISPERS
Murat Dundar, Lin Li, Bartek Rajwa
2012 J jnl
Bayesian Nonexhaustive Learning for Online Discovery and Modeling of Emerging Classes
CoRR
Murat Dundar, Ferit Akova, Yuan (Alan) Qi, Bartek Rajwa
2012 A* conf
Bayesian Nonexhaustive Learning for Online Discovery and Modeling of Emerging Classes.
ICML
Murat Dundar, Ferit Akova, Yuan (Alan) Qi, Bartek Rajwa
2012 A* conf
Self-Adjusting Models for Semi-supervised Learning in Partially Observed Settings.
ICDM
Ferit Akova, Murat Dundar, Yuan (Alan) Qi, Bartek Rajwa
2010 Misc conf
A low complexity speck-based codec for multispectral fluorescence microscopic images.
ICASSP
Awais Mansoor, J. Paul Robinson, Bartek Rajwa
2010 J jnl
A machine-learning approach to detecting unknown bacterial serovars.
Stat. Anal. Data Min.
Ferit Akova, Murat Dundar, V. Jo Davisson, E. Daniel Hirleman, Arun K. Bhunia, J. Paul Robinson, Bartek Rajwa
2009 — conf
Compression of multispectral fluorescence microscopic images based on a modified set partitioning in hierarchal trees.
Image Processing: Algorithms and Systems
Awais Mansoor, J. Paul Robinson, Bartek Rajwa
2009 A* conf
Learning with a non-exhaustive training dataset: a case study: detection of bacteria cultures using optical-scattering technology.
KDD
Murat Dundar, E. Daniel Hirleman, Arun K. Bhunia, J. Paul Robinson, Bartek Rajwa
2009 — conf
Non-exhaustive Learning for Bacteria Detection.
NBiS
Ferit Akova, E. Daniel Hirleman, Arun K. Bhunia, Bartek Rajwa, Murat Dundar
2008 J jnl
State of the Art in Information Extraction and Quantitative Analysis for Multimodality Biomolecular Imaging.
Proc. IEEE
Wamiq Manzoor Ahmed, Silas J. Leavesley, Bartek Rajwa, Muhammad Naeem Ayyaz, Arif Ghafoor, J. Paul Robinson
2007 J jnl
A numerical recipe for accurate image reconstruction from discrete orthogonal moments.
Pattern Recognit.
Bulent Bayraktar, Tytus Bernas, J. Paul Robinson, Bartek Rajwa
2007 C conf
Rapid Detection and Classification of Bacterial Contamination Using Grid Computing.
BIBE
Wamiq Manzoor Ahmed, Bulent Bayraktar, Arun K. Bhunia, E. Daniel Hirleman, J. Paul Robinson, Bartek Rajwa
2007 J jnl
Semantic Analysis of Biological Imaging Data: Challenges and Opportunities.
Int. J. Semantic Comput.
Wamiq Manzoor Ahmed, Muhammad Naeem Ayyaz, Bartek Rajwa, M. Farrukh Khan, Arif Ghafoor, J. Paul Robinson
2006 — conf
Interactive volume visualization of cellular structures.
Computational Imaging
Qiqi Wang, Yinlong Sun, Bartek Rajwa, J. Paul Robinson
2004 — conf
Noise reduction and 3D visualization of confocal microscopy images.
Computational Imaging
Yinlong Sun, Qiqi Wang, Haiying Xu, J. Paul Robinson, Bartek Rajwa