Lior Shamir

According to our database, Lior Shamir authored at least 68 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Automatic identification of rank correlation between image sequences.

Lior Shamir

Int. J. Data Sci. Anal., January, 2024

Identifying Bias in Deep Neural Networks Using Image Transforms.

Sai Teja Erukude, Akhil Joshi, Lior Shamir

CoRR, 2024

Analysis and prevention of AI-based phishing email attacks.

Chibuike Samuel Eze, Lior Shamir

CoRR, 2024

2023

Large-Scale Asymmetry in the Distribution of Galaxy Spin Directions - Analysis and Reproduction.

Lior Shamir

Symmetry, September, 2023

A data science and machine learning approach to continuous analysis of Shakespeare's plays.

Charles Swisher, Lior Shamir

J. Data Min. Digit. Humanit., March, 2023

Asymmetry between Galaxy Apparent Magnitudes Shows a Possible Tension between Physical Properties of Galaxies and Their Rotational Velocity.

Darius McAdam, Lior Shamir

Symmetry, 2023

Outlier galaxy images in the Dark Energy Survey and their identification with unsupervised machine learning.

Lior Shamir

Astron. Comput., 2023

2022

Using Machine Learning to Profile Asymmetry between Spiral Galaxies with Opposite Spin Directions.

Lior Shamir

Symmetry, 2022

Self-Supervised Approach to Addressing Zero-Shot Learning Problem.

Ademola Okerinde, Sam Hoggatt, Divya Vani Lakkireddy, Nolan Brubaker, William Hsu, Lior Shamir, Brian Spiesman

CoRR, 2022

Systematic biases when using deep neural networks for annotating large catalogs of astronomical images.

Sanchari Dhar, Lior Shamir

Astron. Comput., 2022

SVMnet: Non-Parametric Image Classification Based on Convolutional Ensembles of Support Vector Machines for Small Training Sets.

Hunter Goddard, Lior Shamir

IEEE Access, 2022

Neural Network Bias in Analysis of Galaxy Photometry Data.

Hunter Goddard, Lior Shamir

Proceedings of the 18th IEEE International Conference on e-Science, 2022

2021

Evaluation of the benchmark datasets for testing the efficacy of deep convolutional neural networks.

Sanchari Dhar, Lior Shamir

Vis. Informatics, 2021

UDAT: Compound quantitative analysis of text using machine learning.

Lior Shamir

Digit. Scholarsh. Humanit., 2021

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

Ademola Okerinde, Lior Shamir, William Hsu, Tom Theis

CoRR, 2021

Automatic identification of outliers in Hubble Space Telescope galaxy images.

Lior Shamir

CoRR, 2021

eGAN: Unsupervised Approach to Class Imbalance Using Transfer Learning.

Ademola Okerinde, William H. Hsu, Tom Theis, Nasik Muhammad Nafi, Lior Shamir

Proceedings of the Computer Analysis of Images and Patterns, 2021

2020

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

Hunter Goddard, Lior Shamir

CoRR, 2020

2019

A data science approach to movies and film director analysis.

Chris May, Lior Shamir

First Monday, 2019

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

Brian Nord, Andrew J. Connolly, Jamie Kinney, Jeremy Kubica, Gautaum Narayan, Joshua E. G. Peek, Chad Schafer, Erik J. Tollerud, Camille Avestruz, Gutti Jogesh Babu, Simon Birrer, Douglas Burke, João Caldeira, Douglas A. Caldwell, Joleen K. Carlberg, Yen-Chi Chen, Chuanfei Dong, Eric D. Feigelson, V. Zach Golkhou, Vinay L. Kashyap, T. S. Li, Thomas Loredo, Luisa Lucie-Smith, Kaisey S. Mandel, J. R. Martínez-Galarza, Adam A. Miller, Priyamvada Natarajan, Michelle Ntampaka, Andy Ptak, David Rapetti, Lior Shamir, Aneta Siemiginowska, Brigitta M. Sipocz, Arfon M. Smith, Nhan Tran, Ricardo Vilalta, Lucianne M. Walkowicz, John ZuHone

CoRR, 2019

2018

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

Amnah Alluqmani, Lior Shamir

Scientometrics, 2018

Computer Analysis of Architecture Using Automatic Image Understanding.

Fan Wei, Yuan Li, Lior Shamir

J. Data Min. Digit. Humanit., 2018

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

Lior Shamir, G. Bruce Berriman, Peter J. Teuben, Robert J. Nemiroff, Alice Allen

CoRR, 2018

A hybrid approach to machine learning annotation of large galaxy image databases.

Evan Kuminski, Lior Shamir

Astron. Comput., 2018

2017

Computational Estimation of Football Player Wages.

L. Yaldo, Lior Shamir

Int. J. Comput. Sci. Sport, 2017

Computer Analysis of Pablo Picasso's Artistic Style.

Amanda Burcoff, Lior Shamir

Int. J. Art Cult. Des. Technol., 2017

2016

Leveraging Pattern Recognition Consistency Estimation for Crowdsourcing Data Analysis.

Lior Shamir, Derek Diamond, John F. Wallin

IEEE Trans. Hum. Mach. Syst., 2016

Distinguishing between Abstract Art by Artists vs. Children and Animals: Comparison between Human and Machine Perception.

Lior Shamir, Jenny Nissel, Ellen Winner

ACM Trans. Appl. Percept., 2016

2015

What makes a Pollock Pollock: a machine vision approach.

Lior Shamir

Int. J. Arts Technol., 2015

Assessing the efficacy of benchmarks for automatic speech accent recognition.

Benjamin Bock, Lior Shamir

EAI Endorsed Trans. Creative Technol., 2015

Keep me posted! Human and machine learning analysis of Facebook updates.

Franco Delogu, Marija Franetovic, Lior Shamir

EAI Endorsed Trans. e Learn., 2015

Improving Software Citation and Credit.

Alice Allen, G. Bruce Berriman, Kimberly DuPrie, Jessica Mink, Robert J. Nemiroff, Thomas Robitaille, Lior Shamir, Keith Shortridge, Mark B. Taylor, Peter J. Teuben, John F. Wallin

CoRR, 2015

Galaxy morphology - An unsupervised machine learning approach.

Andrew Schutter, Lior Shamir

Astron. Comput., 2015

Unsupervised analysis of similarities between musicians and musical genres using spectrograms.

Joe George, Lior Shamir

Artif. Intell. Res., 2015

Comparison of Data Set Bias in Object Recognition Benchmarks.

Ian Model, Lior Shamir

IEEE Access, 2015

2014

Computer analysis of similarities between albums in popular music.

Joe George, Lior Shamir

Pattern Recognit. Lett., 2014

Prediction of American Football Plays Using Pattern Recognition.

Robert Strange, Lior Shamir

Int. J. Comput. Sci. Sport, 2014

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

Evan Kuminski, Joe George, John F. Wallin, Lior Shamir

CoRR, 2014

Astrophysics Source Code Library Enhancements.

Robert J. Hanisch, Alice Allen, G. Bruce Berriman, Kimberly DuPrie, Jessica Mink, Robert J. Nemiroff, Judy Schmidt, Lior Shamir, Keith Shortridge, Mark B. Taylor, Peter J. Teuben, John F. Wallin

CoRR, 2014

Computing in Astronomy: Applications and Examples.

F. Alexander Bogert, Nicholas Smith, John Holdener, Eric M. De Jong, Andrew F. Hart, Luca Cinquini, Shakeh E. Khudikyan, David R. Thompson, Chris A. Mattmann, Kiri Wagstaff, Joseph Lazio, Dayton L. Jones, Alice Allen, Lior Shamir, Peter J. Teuben

Computer, 2014

2013

MRI-based knee image for personal identification.

Lior Shamir

Int. J. Biom., 2013

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

Peter J. Teuben, Alice Allen, G. Bruce Berriman, Kimberly DuPrie, Robert J. Hanisch, Jessica Mink, Robert J. Nemiroff, Lior Shamir, Keith Shortridge, Mark B. Taylor, John F. Wallin

CoRR, 2013

Astrophysics Source Code Library: Incite to Cite!

Kimberly DuPrie, Alice Allen, G. Bruce Berriman, Robert J. Hanisch, Jessica Mink, Robert J. Nemiroff, Lior Shamir, Keith Shortridge, Mark B. Taylor, Peter J. Teuben, John F. Wallin

CoRR, 2013

Quantitative measurement of human ageing using computer-aided radiographic texture analysis.

Lior Shamir

Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2013

Practices in source code sharing in astrophysics.

Lior Shamir, John F. Wallin, Alice Allen, G. Bruce Berriman, Peter J. Teuben, Robert J. Nemiroff, Jessica Mink, Robert J. Hanisch, Kimberly DuPrie

Astron. Comput., 2013

Automatic quantitative morphological analysis of interacting galaxies.

Lior Shamir, Anthony J. Holincheck, John F. Wallin

Astron. Comput., 2013

2012

Improving class separability using extended pixel planes: a comparative study.

Nikita Orlov, D. Mark Eckley, Lior Shamir, Ilya G. Goldberg

Mach. Vis. Appl., 2012

Automatic detection of peculiar galaxies in large datasets of galaxy images.

Lior Shamir

J. Comput. Sci., 2012

Computer analysis of art.

Lior Shamir, Jane A. Tarakhovsky

ACM Journal on Computing and Cultural Heritage, 2012

2011

A computer analysis method for correlating knee X-rays with continuous indicators.

Lior Shamir

Int. J. Comput. Assist. Radiol. Surg., 2011

2010

Automatic classification of lymphoma images with transform-based global features.

Nikita Orlov, Wayne W. Chen, D. Mark Eckley, Tomasz J. Macura, Lior Shamir, Elaine S. Jaffe, Ilya G. Goldberg

IEEE Trans. Inf. Technol. Biomed., 2010

Impressionism, expressionism, surrealism: Automated recognition of painters and schools of art.

Lior Shamir, Tomasz J. Macura, Nikita Orlov, D. Mark Eckley, Ilya G. Goldberg

ACM Trans. Appl. Percept., 2010

Pattern Recognition Software and Techniques for Biological Image Analysis.

Lior Shamir, John D. Delaney, Nikita Orlov, D. Mark Eckley, Ilya G. Goldberg

PLoS Comput. Biol., 2010

Progression Analysis and Stage Discovery in Continuous Physiological Processes Using Image Computing.

Lior Shamir, Salim Rahimi, Nikita Orlov, Luigi Ferrucci, Ilya G. Goldberg

EURASIP J. Bioinform. Syst. Biol., 2010

2009

Knee X-Ray Image Analysis Method for Automated Detection of Osteoarthritis.

Lior Shamir, Shari M. Ling, William W. Scott, Angelo Bos, Nikita Orlov, Tomasz J. Macura, D. Mark Eckley, Luigi Ferrucci, Ilya G. Goldberg

IEEE Trans. Biomed. Eng., 2009

Biometric identification using knee X-rays.

Lior Shamir, Shari M. Ling, Salim Rahimi, Luigi Ferrucci, Ilya G. Goldberg

Int. J. Biom., 2009

Quantitative measurement of aging using image texture entropy.

Lior Shamir, Catherine A. Wolkow, Ilya G. Goldberg

Bioinform., 2009

Evaluation of the Informativeness of Multi-order Image Transforms.

Lior Shamir, Nikita Orlov, Ilya G. Goldberg

Proceedings of the 2009 International Conference on Image Processing, 2009

2008

Wndchrm - an open source utility for biological image analysis.

Lior Shamir, Nikita Orlov, D. Mark Eckley, Tomasz J. Macura, Josiah Johnston, Ilya G. Goldberg

Source Code Biol. Medicine, 2008

WND-CHARM: Multi-purpose image classification using compound image transforms.

Nikita Orlov, Lior Shamir, Tomasz J. Macura, Josiah Johnston, D. Mark Eckley, Ilya G. Goldberg

Pattern Recognit. Lett., 2008

IICBU 2008: a proposed benchmark suite for biological image analysis.

Lior Shamir, Nikita Orlov, D. Mark Eckley, Tomasz J. Macura, Ilya G. Goldberg

Medical Biol. Eng. Comput., 2008

Evaluation of Face Datasets as Tools for Assessing the Performance of Face Recognition Methods.

Lior Shamir

Int. J. Comput. Vis., 2008

Astronomical pipeline processing using fuzzy logic.

Lior Shamir, Robert J. Nemiroff

Appl. Soft Comput., 2008

2007

A proposed stereo matching algorithm for noisy sets of color images.

Lior Shamir

Comput. Geosci., 2007

The application of fuzzy logic to the precautionary principle.

Mirit Shamir, Lior Shamir, Mary H. Durfee

Artif. Intell. Law, 2007

2006

Dynamic reuse of subroutine results.

Lior Shamir

J. Syst. Archit., 2006

Human Perception-based Color Segmentation Using Fuzzy Logic.

Lior Shamir

Proceedings of the 2006 International Conference on Image Processing, 2006

2005

Using Fuzzy Logic for Automatic Analysis of Astronomical Pipelines.

Lior Shamir, Robert J. Nemiroff

Proceedings of the Fuzzy Systems and Knowledge Discovery, Second International Conference, 2005