Lior Shamir

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 32

Top Topics

Automatic Identification

Machine Learning

Top Venues

Astron. Comput.

Int. J. Comput. Sci. Sport

Publications

Lior Shamir
Automatic identification of rank correlation between image sequences. Int. J. Data Sci. Anal. 17 (1) (2024)
Chibuike Samuel Eze, Lior Shamir
Analysis and prevention of AI-based phishing email attacks. CoRR (2024)
Charles Swisher, Lior Shamir
A data science and machine learning approach to continuous analysis of Shakespeare's plays. CoRR (2023)
Lior Shamir
Large-Scale Asymmetry in the Distribution of Galaxy Spin Directions - Analysis and Reproduction. Symmetry 15 (9) (2023)
Darius McAdam, Lior Shamir
Asymmetry between Galaxy Apparent Magnitudes Shows a Possible Tension between Physical Properties of Galaxies and Their Rotational Velocity. Symmetry 15 (6) (2023)
Lior Shamir
Outlier galaxy images in the Dark Energy Survey and their identification with unsupervised machine learning. Astron. Comput. 43 (2023)
Lior Shamir
Outlier galaxy images in the Dark Energy Survey and their identification with unsupervised machine learning. CoRR (2023)
Charles Swisher, Lior Shamir
A data science and machine learning approach to continuous analysis of Shakespeare's plays. J. Data Min. Digit. Humanit. 2023 (2023)
Ademola Okerinde, Sam Hoggatt, Divya Vani Lakkireddy, Nolan Brubaker, William Hsu, Lior Shamir, Brian Spiesman
Self-Supervised Approach to Addressing Zero-Shot Learning Problem. CoRR (2022)
Sanchari Dhar, Lior Shamir
Systematic biases when using deep neural networks for annotating large catalogs of astronomical images. CoRR (2022)
Hunter Goddard, Lior Shamir
SVMnet: Non-Parametric Image Classification Based on Convolutional Ensembles of Support Vector Machines for Small Training Sets. IEEE Access 10 (2022)
Sanchari Dhar, Lior Shamir
Systematic biases when using deep neural networks for annotating large catalogs of astronomical images. Astron. Comput. 38 (2022)
Lior Shamir
Using Machine Learning to Profile Asymmetry between Spiral Galaxies with Opposite Spin Directions. Symmetry 14 (5) (2022)
Hunter Goddard, Lior Shamir
Neural Network Bias in Analysis of Galaxy Photometry Data. e-Science (2022)
Lior Shamir
UDAT: Compound quantitative analysis of text using machine learning. Digit. Scholarsh. Humanit. 36 (1) (2021)
Ademola Okerinde, William Hsu, Tom Theis, Nasik Nafi, Lior Shamir
eGAN: Unsupervised Approach to Class Imbalance Using Transfer Learning. CAIP (1) (2021)
Lior Shamir
Automatic identification of outliers in Hubble Space Telescope galaxy images. CoRR (2021)
Ademola Okerinde, Lior Shamir, William Hsu, Tom Theis, Nasik Nafi
eGAN: Unsupervised approach to class imbalance using transfer learning. CoRR (2021)
Sanchari Dhar, Lior Shamir
Evaluation of the benchmark datasets for testing the efficacy of deep convolutional neural networks. Vis. Informatics 5 (3) (2021)
Ademola Okerinde, Lior Shamir, William Hsu, Tom Theis
AdeNet: Deep learning architecture that identifies damaged electrical insulators in power lines. CoRR (2021)
Hunter Goddard, Lior Shamir
A catalog of broad morphology of Pan-STARRS galaxies based on deep learning. CoRR (2020)
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 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
Algorithms and Statistical Models for Scientific Discovery in the Petabyte Era. CoRR (2019)
Chris May, Lior Shamir
A data science approach to movies and film director analysis. First Monday 24 (6) (2019)
Evan Kuminski, Lior Shamir
A hybrid approach to machine learning annotation of large galaxy image databases. Astron. Comput. 25 (2018)
Fan Wei, Yuan Li, Lior Shamir
Computer Analysis of Architecture Using Automatic Image Understanding. CoRR (2018)
Fan Wei, Yuan Li, Lior Shamir
Computer Analysis of Architecture Using Automatic Image Understanding. J. Data Min. Digit. Humanit. 2018 (2018)
Lior Shamir, G. Bruce Berriman, Peter J. Teuben, Robert J. Nemiroff, Alice Allen
Best Practices for a Future Open Code Policy: Experiences and Vision of the Astrophysics Source Code Library. CoRR (2018)
Amnah Alluqmani, Lior Shamir
Writing styles in different scientific disciplines: a data science approach. Scientometrics 115 (2) (2018)
L. Yaldo, Lior Shamir
Computational Estimation of Football Player Wages. Int. J. Comput. Sci. Sport 16 (1) (2017)
Amanda Burcoff, Lior Shamir
Computer Analysis of Pablo Picasso's Artistic Style. Int. J. Art Cult. Des. Technol. 6 (1) (2017)
Lior Shamir, Jenny Nissel, Ellen Winner
Distinguishing between Abstract Art by Artists vs. Children and Animals: Comparison between Human and Machine Perception. ACM Trans. Appl. Percept. 13 (3) (2016)
Lior Shamir, Derek Diamond, John F. Wallin
Leveraging Pattern Recognition Consistency Estimation for Crowdsourcing Data Analysis. IEEE Trans. Hum. Mach. Syst. 46 (3) (2016)
Andrew Schutter, Lior Shamir
Galaxy morphology - An unsupervised machine learning approach. Astron. Comput. 12 (2015)
Ian Model, Lior Shamir
Comparison of Data Set Bias in Object Recognition Benchmarks. IEEE Access 3 (2015)
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
Improving Software Citation and Credit. CoRR (2015)
Lior Shamir
What makes a Pollock Pollock: a machine vision approach. Int. J. Arts Technol. 8 (1) (2015)
Benjamin Bock, Lior Shamir
Assessing the efficacy of benchmarks for automatic speech accent recognition. EAI Endorsed Trans. Creative Technol. 2 (4) (2015)
Franco Delogu, Marija Franetovic, Lior Shamir
Keep me posted! Human and machine learning analysis of Facebook updates. EAI Endorsed Trans. e Learn. 2 (7) (2015)
Joe George, Lior Shamir
Unsupervised analysis of similarities between musicians and musical genres using spectrograms. Artif. Intell. Res. 4 (2) (2015)
Evan Kuminski, Joe George, John F. Wallin, Lior Shamir
Combining human and machine learning for morphological analysis of galaxy images. CoRR (2014)
Robert Strange, Lior Shamir
Prediction of American Football Plays Using Pattern Recognition. Int. J. Comput. Sci. Sport 13 (2) (2014)
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
Computing in Astronomy: Applications and Examples. Computer 47 (9) (2014)
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
Astrophysics Source Code Library Enhancements. CoRR (2014)
Joe George, Lior Shamir
Computer analysis of similarities between albums in popular music. Pattern Recognit. Lett. 45 (2014)
Lior Shamir, John F. Wallin, Alice Allen, G. Bruce Berriman, Peter J. Teuben, Robert J. Nemiroff, Jessica Mink, Robert J. Hanisch, Kimberly DuPrie
Practices in source code sharing in astrophysics CoRR (2013)
Lior Shamir
MRI-based knee image for personal identification. Int. J. Biom. 5 (2) (2013)
Lior Shamir, Anthony J. Holincheck, John F. Wallin
Automatic quantitative morphological analysis of interacting galaxies. Astron. Comput. 2 (2013)
Lior Shamir
Quantitative measurement of human ageing using computer-aided radiographic texture analysis. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 1 (3) (2013)
Lior Shamir, John F. Wallin, Alice Allen, G. Bruce Berriman, Peter J. Teuben, Robert J. Nemiroff, Jessica Mink, Robert J. Hanisch, Kimberly DuPrie
Practices in source code sharing in astrophysics. Astron. Comput. 1 (2013)
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
Astrophysics Source Code Library: Incite to Cite! CoRR (2013)
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
Ideas for Advancing Code Sharing (A Different Kind of Hack Day). CoRR (2013)
Nikita Orlov, D. Mark Eckley, Lior Shamir, Ilya G. Goldberg
Improving class separability using extended pixel planes: a comparative study. Mach. Vis. Appl. 23 (5) (2012)
Lior Shamir
Automatic detection of peculiar galaxies in large datasets of galaxy images. J. Comput. Sci. 3 (3) (2012)
Lior Shamir, Jane A. Tarakhovsky
Computer analysis of art. ACM Journal on Computing and Cultural Heritage 5 (2) (2012)
Lior Shamir
A computer analysis method for correlating knee X-rays with continuous indicators. Int. J. Comput. Assist. Radiol. Surg. 6 (5) (2011)
Lior Shamir, John D. Delaney, Nikita Orlov, D. Mark Eckley, Ilya G. Goldberg
Pattern Recognition Software and Techniques for Biological Image Analysis. PLoS Comput. Biol. 6 (11) (2010)
Lior Shamir, Salim Rahimi, Nikita Orlov, Luigi Ferrucci, Ilya G. Goldberg
Progression Analysis and Stage Discovery in Continuous Physiological Processes Using Image Computing. EURASIP J. Bioinform. Syst. Biol. 2010 (2010)
Lior Shamir, Tomasz J. Macura, Nikita Orlov, D. Mark Eckley, Ilya G. Goldberg
Impressionism, expressionism, surrealism: Automated recognition of painters and schools of art. ACM Trans. Appl. Percept. 7 (2) (2010)
Nikita Orlov, Wayne W. Chen, D. Mark Eckley, Tomasz J. Macura, Lior Shamir, Elaine S. Jaffe, Ilya G. Goldberg
Automatic classification of lymphoma images with transform-based global features. IEEE Trans. Inf. Technol. Biomed. 14 (4) (2010)
Lior Shamir, Shari M. Ling, William W. Scott, Angelo Bos, Nikita Orlov, Tomasz J. Macura, D. Mark Eckley, Luigi Ferrucci, Ilya G. Goldberg
Knee X-Ray Image Analysis Method for Automated Detection of Osteoarthritis. IEEE Trans. Biomed. Eng. 56 (2) (2009)
Lior Shamir, Nikita Orlov, Ilya G. Goldberg
Evaluation of the Informativeness of Multi-order Image Transforms. IPCV (2009)
Lior Shamir, Catherine A. Wolkow, Ilya G. Goldberg
Quantitative measurement of aging using image texture entropy. Bioinform. 25 (23) (2009)
Lior Shamir, Shari M. Ling, Salim Rahimi, Luigi Ferrucci, Ilya G. Goldberg
Biometric identification using knee X-rays. Int. J. Biom. 1 (3) (2009)
Nikita Orlov, Lior Shamir, Tomasz J. Macura, Josiah Johnston, D. Mark Eckley, Ilya G. Goldberg
WND-CHARM: Multi-purpose image classification using compound image transforms. Pattern Recognit. Lett. 29 (11) (2008)
Lior Shamir, Nikita Orlov, D. Mark Eckley, Tomasz J. Macura, Josiah Johnston, Ilya G. Goldberg
Wndchrm - an open source utility for biological image analysis. Source Code Biol. Medicine 3 (2008)
Lior Shamir, Nikita Orlov, D. Mark Eckley, Tomasz J. Macura, Ilya G. Goldberg
IICBU 2008: a proposed benchmark suite for biological image analysis. Medical Biol. Eng. Comput. 46 (9) (2008)
Lior Shamir, Robert J. Nemiroff
Astronomical pipeline processing using fuzzy logic. Appl. Soft Comput. 8 (1) (2008)
Lior Shamir
Evaluation of Face Datasets as Tools for Assessing the Performance of Face Recognition Methods. Int. J. Comput. Vis. 79 (3) (2008)
Lior Shamir
A proposed stereo matching algorithm for noisy sets of color images. Comput. Geosci. 33 (8) (2007)
Mirit Shamir, Lior Shamir, Mary H. Durfee
The application of fuzzy logic to the precautionary principle. Artif. Intell. Law 15 (4) (2007)
Lior Shamir
Human Perception-based Color Segmentation Using Fuzzy Logic. IPCV (2006)
Lior Shamir
Dynamic reuse of subroutine results. J. Syst. Archit. 52 (10) (2006)
Lior Shamir, Robert J. Nemiroff
Using Fuzzy Logic for Automatic Analysis of Astronomical Pipelines. FSKD (2) (2005)