Lior Shamir

According to our database1, Lior Shamir authored at least 55 papers between 2005 and 2021.

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



In proceedings 
PhD thesis 




UDAT: Compound quantitative analysis of text using machine learning.
Digit. Scholarsh. Humanit., 2021

eGAN: Unsupervised approach to class imbalance using transfer learning.
CoRR, 2021

AdeNet: Deep learning architecture that identifies damaged electrical insulators in power lines.
CoRR, 2021

Automatic identification of outliers in Hubble Space Telescope galaxy images.
CoRR, 2021

A catalog of broad morphology of Pan-STARRS galaxies based on deep learning.
CoRR, 2020

A data science approach to movies and film director analysis.
First Monday, 2019

Algorithms and Statistical Models for Scientific Discovery in the Petabyte Era.
CoRR, 2019

Writing styles in different scientific disciplines: a data science approach.
Scientometrics, 2018

Computer Analysis of Architecture Using Automatic Image Understanding.
J. Data Min. Digit. Humanit., 2018

Best Practices for a Future Open Code Policy: Experiences and Vision of the Astrophysics Source Code Library.
CoRR, 2018

A hybrid approach to machine learning annotation of large galaxy image databases.
Astron. Comput., 2018

Computational Estimation of Football Player Wages.
Int. J. Comput. Sci. Sport, 2017

Computer Analysis of Pablo Picasso's Artistic Style.
Int. J. Art Cult. Des. Technol., 2017

Leveraging Pattern Recognition Consistency Estimation for Crowdsourcing Data Analysis.
IEEE Trans. Hum. Mach. Syst., 2016

Distinguishing between Abstract Art by Artists vs. Children and Animals: Comparison between Human and Machine Perception.
ACM Trans. Appl. Percept., 2016

What makes a Pollock Pollock: a machine vision approach.
Int. J. Arts Technol., 2015

Assessing the efficacy of benchmarks for automatic speech accent recognition.
EAI Endorsed Trans. Creative Technol., 2015

Keep me posted! Human and machine learning analysis of Facebook updates.
EAI Endorsed Trans. e Learn., 2015

Improving Software Citation and Credit.
CoRR, 2015

Galaxy morphology - An unsupervised machine learning approach.
Astron. Comput., 2015

Unsupervised analysis of similarities between musicians and musical genres using spectrograms.
Artif. Intell. Res., 2015

Comparison of Data Set Bias in Object Recognition Benchmarks.
IEEE Access, 2015

Computer analysis of similarities between albums in popular music.
Pattern Recognit. Lett., 2014

Prediction of American Football Plays Using Pattern Recognition.
Int. J. Comput. Sci. Sport, 2014

Combining human and machine learning for morphological analysis of galaxy images.
CoRR, 2014

Astrophysics Source Code Library Enhancements.
CoRR, 2014

Computing in Astronomy: Applications and Examples.
Computer, 2014

MRI-based knee image for personal identification.
Int. J. Biom., 2013

Ideas for Advancing Code Sharing (A Different Kind of Hack Day).
CoRR, 2013

Astrophysics Source Code Library: Incite to Cite!
CoRR, 2013

Quantitative measurement of human ageing using computer-aided radiographic texture analysis.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2013

Practices in source code sharing in astrophysics.
Astron. Comput., 2013

Automatic quantitative morphological analysis of interacting galaxies.
Astron. Comput., 2013

Improving class separability using extended pixel planes: a comparative study.
Mach. Vis. Appl., 2012

Automatic detection of peculiar galaxies in large datasets of galaxy images.
J. Comput. Sci., 2012

Computer analysis of art.
ACM Journal on Computing and Cultural Heritage, 2012

A computer analysis method for correlating knee X-rays with continuous indicators.
Int. J. Comput. Assist. Radiol. Surg., 2011

Automatic classification of lymphoma images with transform-based global features.
IEEE Trans. Inf. Technol. Biomed., 2010

Impressionism, expressionism, surrealism: Automated recognition of painters and schools of art.
ACM Trans. Appl. Percept., 2010

Pattern Recognition Software and Techniques for Biological Image Analysis.
PLoS Comput. Biol., 2010

Progression Analysis and Stage Discovery in Continuous Physiological Processes Using Image Computing.
EURASIP J. Bioinform. Syst. Biol., 2010

Knee X-Ray Image Analysis Method for Automated Detection of Osteoarthritis.
IEEE Trans. Biomed. Eng., 2009

Biometric identification using knee X-rays.
Int. J. Biom., 2009

Quantitative measurement of aging using image texture entropy.
Bioinform., 2009

Evaluation of the Informativeness of Multi-order Image Transforms.
Proceedings of the 2009 International Conference on Image Processing, 2009

Wndchrm - an open source utility for biological image analysis.
Source Code Biol. Medicine, 2008

WND-CHARM: Multi-purpose image classification using compound image transforms.
Pattern Recognit. Lett., 2008

IICBU 2008: a proposed benchmark suite for biological image analysis.
Medical Biol. Eng. Comput., 2008

Evaluation of Face Datasets as Tools for Assessing the Performance of Face Recognition Methods.
Int. J. Comput. Vis., 2008

Astronomical pipeline processing using fuzzy logic.
Appl. Soft Comput., 2008

A proposed stereo matching algorithm for noisy sets of color images.
Comput. Geosci., 2007

The application of fuzzy logic to the precautionary principle.
Artif. Intell. Law, 2007

Dynamic reuse of subroutine results.
J. Syst. Archit., 2006

Human Perception-based Color Segmentation Using Fuzzy Logic.
Proceedings of the 2006 International Conference on Image Processing, 2006

Using Fuzzy Logic for Automatic Analysis of Astronomical Pipelines.
Proceedings of the Fuzzy Systems and Knowledge Discovery, Second International Conference, 2005