Bartek Rajwa

Orcid: 0000-0001-7540-8236

According to our database1, Bartek Rajwa authored at least 35 papers between 2004 and 2023.

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

Timeline

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Bibliography

2023
Bacterial Colony Phenotyping with Hyperspectral Elastic Light Scattering Patterns.
Sensors, April, 2023

Surface Environment and Energy Density Effects on the Detection and Disinfection of Microorganisms Using a Portable Instrument.
Sensors, February, 2023

2022
Development of a Smartphone-Integrated Reflective Scatterometer for Bacterial Identification.
Sensors, 2022

IM: An R-Package for Computation of Image Moments and Moment Invariants.
CoRR, 2022

Generative modeling of the enteric nervous system employing point pattern analysis and graph construction.
CoRR, 2022

A novel statistical methodology for quantifying the spatial arrangements of axons in peripheral nerves.
CoRR, 2022

2019
Bayesian Nonparametrics for Non-exhaustive Learning.
CoRR, 2019

2018
Phenotyping Immune Cells in Tumor and Healthy Tissue Using Flow Cytometry Data.
Proceedings of the 2018 ACM International Conference on Bioinformatics, 2018

2017
Automated Assessment of Disease Progression in Acute Myeloid Leukemia by Probabilistic Analysis of Flow Cytometry Data.
IEEE Trans. Biomed. Eng., 2017

2016
flowVS: channel-specific variance stabilization in flow cytometry.
BMC Bioinform., 2016

2015
A Statistical Modeling Approach to Computer-Aided Quantification of Dental Biofilm.
IEEE J. Biomed. Health Informatics, 2015

Simplicity of Kmeans Versus Deepness of Deep Learning: A Case of Unsupervised Feature Learning with Limited Data.
Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

2014
Immunophenotypes of Acute Myeloid Leukemia From Flow Cytometry Data Using Templates.
CoRR, 2014

A Non-parametric Bayesian Model for Joint Cell Clustering and Cluster Matching: Identification of Anomalous Sample Phenotypes with Random Effects.
BMC Bioinform., 2014

The Infinite Mixture of Infinite Gaussian Mixtures.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Scalable Methods for Nonnegative Matrix Factorizations of Near-separable Tall-and-skinny Matrices.
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.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

BiofilmQuant: A computer-assisted tool for dental biofilm quantification.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
Classification of Bacterial Contamination Using Image Processing and Distributed Computing.
IEEE J. Biomed. Health Informatics, 2013

Partially-observed models for classifying minerals on Mars.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

Classifying Immunophenotypes With Templates From Flow Cytometry.
Proceedings of the ACM Conference on Bioinformatics, 2013

2012
Application of detector precision characteristics and histogram packing for compression of biological fluorescence micrographs.
Comput. Methods Programs Biomed., 2012

Bayesian Nonexhaustive Learning for Online Discovery and Modeling of Emerging Classes.
Proceedings of the 29th International Conference on Machine Learning, 2012

Self-Adjusting Models for Semi-supervised Learning in Partially Observed Settings.
Proceedings of the 12th IEEE International Conference on Data Mining, 2012

2010
A machine-learning approach to detecting unknown bacterial serovars.
Stat. Anal. Data Min., 2010

A low complexity speck-based codec for multispectral fluorescence microscopic images.
Proceedings of the IEEE International Conference on Acoustics, 2010

2009
Non-exhaustive Learning for Bacteria Detection.
Proceedings of the NBiS 2009, 2009

Learning with a non-exhaustive training dataset: a case study: detection of bacteria cultures using optical-scattering technology.
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Compression of multispectral fluorescence microscopic images based on a modified set partitioning in hierarchal trees.
Proceedings of the Image Processing: Algorithms and Systems VII, 2009

2008
State of the Art in Information Extraction and Quantitative Analysis for Multimodality Biomolecular Imaging.
Proc. IEEE, 2008

2007
A numerical recipe for accurate image reconstruction from discrete orthogonal moments.
Pattern Recognit., 2007

Semantic Analysis of Biological Imaging Data: Challenges and Opportunities.
Int. J. Semantic Comput., 2007

Rapid Detection and Classification of Bacterial Contamination Using Grid Computing.
Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007

2006
Interactive volume visualization of cellular structures.
Proceedings of the Computational Imaging IV, San Jose, 2006

2004
Noise reduction and 3D visualization of confocal microscopy images.
Proceedings of the Computational Imaging II, San Jose, 2004


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