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ORCIDLior Shamir
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2020 – today
- 2024
[j50]Lior Shamir:
Automatic identification of rank correlation between image sequences. Int. J. Data Sci. Anal. 17(1): 1-11 (2024)- [i18]Chibuike Samuel Eze, Lior Shamir:
Analysis and prevention of AI-based phishing email attacks. CoRR abs/2405.05435 (2024) - 2023
- [j49]Lior Shamir
:
Outlier galaxy images in the Dark Energy Survey and their identification with unsupervised machine learning. Astron. Comput. 43: 100712 (2023) - [j48]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) - [j47]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): 1190 (2023) - [j46]Lior Shamir:
Large-Scale Asymmetry in the Distribution of Galaxy Spin Directions - Analysis and Reproduction. Symmetry 15(9): 1704 (2023) - [i17]Charles Swisher, Lior Shamir:
A data science and machine learning approach to continuous analysis of Shakespeare's plays. CoRR abs/2301.06024 (2023) - [i16]Lior Shamir:
Outlier galaxy images in the Dark Energy Survey and their identification with unsupervised machine learning. CoRR abs/2305.01720 (2023) - 2022
- [j45]Hunter Goddard, Lior Shamir:
SVMnet: Non-Parametric Image Classification Based on Convolutional Ensembles of Support Vector Machines for Small Training Sets. IEEE Access 10: 24029-24038 (2022) - [j44]Sanchari Dhar, Lior Shamir:
Systematic biases when using deep neural networks for annotating large catalogs of astronomical images. Astron. Comput. 38: 100545 (2022) - [j43]Lior Shamir:
Using Machine Learning to Profile Asymmetry between Spiral Galaxies with Opposite Spin Directions. Symmetry 14(5): 934 (2022) - [c5]Hunter Goddard, Lior Shamir:
Neural Network Bias in Analysis of Galaxy Photometry Data. e-Science 2022: 407-408 - [i15]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 abs/2201.01391 (2022) - [i14]Sanchari Dhar, Lior Shamir:
Systematic biases when using deep neural networks for annotating large catalogs of astronomical images. CoRR abs/2201.03131 (2022) - 2021
- [j42]Lior Shamir:
UDAT: Compound quantitative analysis of text using machine learning. Digit. Scholarsh. Humanit. 36(1): 187-208 (2021) - [j41]Sanchari Dhar, Lior Shamir:
Evaluation of the benchmark datasets for testing the efficacy of deep convolutional neural networks. Vis. Informatics 5(3): 92-101 (2021) - [c4]Ademola Okerinde, William H. Hsu, Tom Theis, Nasik Muhammad Nafi, Lior Shamir:
eGAN: Unsupervised Approach to Class Imbalance Using Transfer Learning. CAIP (1) 2021: 322-331 - [i13]Lior Shamir:
Automatic identification of outliers in Hubble Space Telescope galaxy images. CoRR abs/2101.02623 (2021) - [i12]Ademola Okerinde, Lior Shamir, William Hsu, Tom Theis:
AdeNet: Deep learning architecture that identifies damaged electrical insulators in power lines. CoRR abs/2103.01426 (2021) - [i11]Ademola Okerinde, Lior Shamir, William H. Hsu, Tom Theis, Nasik Muhammad Nafi:
eGAN: Unsupervised approach to class imbalance using transfer learning. CoRR abs/2104.04162 (2021) - 2020
- [i10]Hunter Goddard, Lior Shamir:
A catalog of broad morphology of Pan-STARRS galaxies based on deep learning. CoRR abs/2010.06073 (2020)
2010 – 2019
- 2019
- [j40]Chris May, Lior Shamir:
A data science approach to movies and film director analysis. First Monday 24(6) (2019) - [i9]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 abs/1911.02479 (2019) - 2018
- [j39]Evan Kuminski, Lior Shamir:
A hybrid approach to machine learning annotation of large galaxy image databases. Astron. Comput. 25: 257-269 (2018) - [j38]Fan Wei, Yuan Li, Lior Shamir:
Computer Analysis of Architecture Using Automatic Image Understanding. J. Data Min. Digit. Humanit. 2018 (2018) - [j37]Amnah Alluqmani, Lior Shamir:
Writing styles in different scientific disciplines: a data science approach. Scientometrics 115(2): 1071-1085 (2018) - [i8]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 abs/1802.00552 (2018) - [i7]Fan Wei, Yuan Li, Lior Shamir:
Computer Analysis of Architecture Using Automatic Image Understanding. CoRR abs/1807.04892 (2018) - 2017
- [j36]Amanda Burcoff, Lior Shamir:
Computer Analysis of Pablo Picasso's Artistic Style. Int. J. Art Cult. Des. Technol. 6(1): 1-18 (2017) - [j35]L. Yaldo, Lior Shamir:
Computational Estimation of Football Player Wages. Int. J. Comput. Sci. Sport 16(1) (2017) - 2016
- [j34]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): 17:1-17:17 (2016) - [j33]Lior Shamir, Derek Diamond, John F. Wallin:
Leveraging Pattern Recognition Consistency Estimation for Crowdsourcing Data Analysis. IEEE Trans. Hum. Mach. Syst. 46(3): 474-480 (2016) - 2015
- [j32]Ian Model, Lior Shamir:
Comparison of Data Set Bias in Object Recognition Benchmarks. IEEE Access 3: 1953-1962 (2015) - [j31]Joe George, Lior Shamir:
Unsupervised analysis of similarities between musicians and musical genres using spectrograms. Artif. Intell. Res. 4(2): 61-71 (2015) - [j30]Andrew Schutter, Lior Shamir:
Galaxy morphology - An unsupervised machine learning approach. Astron. Comput. 12: 60-66 (2015) - [j29]Franco Delogu, Marija Franetovic, Lior Shamir:
Keep me posted! Human and machine learning analysis of Facebook updates. EAI Endorsed Trans. e Learn. 2(7): e1 (2015) - [j28]Benjamin Bock, Lior Shamir:
Assessing the efficacy of benchmarks for automatic speech accent recognition. EAI Endorsed Trans. Creative Technol. 2(4): e3 (2015) - [j27]Lior Shamir:
What makes a Pollock Pollock: a machine vision approach. Int. J. Arts Technol. 8(1): 1-10 (2015) - [i6]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 abs/1512.07919 (2015) - 2014
- [j26]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): 62-69 (2014) - [j25]Robert Strange, Lior Shamir:
Prediction of American Football Plays Using Pattern Recognition. Int. J. Comput. Sci. Sport 13(2) (2014) - [j24]Joe George, Lior Shamir:
Computer analysis of similarities between albums in popular music. Pattern Recognit. Lett. 45: 78-84 (2014) - [i5]Evan Kuminski, Joe George, John F. Wallin, Lior Shamir:
Combining human and machine learning for morphological analysis of galaxy images. CoRR abs/1409.7935 (2014) - [i4]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 abs/1411.2031 (2014) - 2013
- [j23]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: 54-58 (2013) - [j22]Lior Shamir, Anthony J. Holincheck, John F. Wallin:
Automatic quantitative morphological analysis of interacting galaxies. Astron. Comput. 2: 67-73 (2013) - [j21]Lior Shamir:
Quantitative measurement of human ageing using computer-aided radiographic texture analysis. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 1(3): 175-183 (2013) - [j20]Lior Shamir:
MRI-based knee image for personal identification. Int. J. Biom. 5(2): 113-125 (2013) - [i3]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 abs/1304.6780 (2013) - [i2]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 abs/1312.6693 (2013) - [i1]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 abs/1312.7352 (2013) - 2012
- [j19]Lior Shamir, Jane A. Tarakhovsky:
Computer analysis of art. ACM Journal on Computing and Cultural Heritage 5(2): 7:1-7:11 (2012) - [j18]Lior Shamir:
Automatic detection of peculiar galaxies in large datasets of galaxy images. J. Comput. Sci. 3(3): 181-189 (2012) - [j17]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): 1047-1058 (2012) - 2011
- [j16]Lior Shamir:
A computer analysis method for correlating knee X-rays with continuous indicators. Int. J. Comput. Assist. Radiol. Surg. 6(5): 699-704 (2011) - 2010
- [j15]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) - [j14]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) - [j13]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): 8:1-8:17 (2010) - [j12]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): 1003-1013 (2010)
2000 – 2009
- 2009
- [j11]Lior Shamir, Catherine A. Wolkow, Ilya G. Goldberg:
Quantitative measurement of aging using image texture entropy. Bioinform. 25(23): 3060-3063 (2009) - [j10]Lior Shamir, Shari M. Ling, Salim Rahimi, Luigi Ferrucci, Ilya G. Goldberg:
Biometric identification using knee X-rays. Int. J. Biom. 1(3): 365-370 (2009) - [j9]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): 407-415 (2009) - [c3]Lior Shamir, Nikita Orlov, Ilya G. Goldberg:
Evaluation of the Informativeness of Multi-order Image Transforms. IPCV 2009: 37-42 - 2008
- [j8]Lior Shamir, Robert J. Nemiroff:
Astronomical pipeline processing using fuzzy logic. Appl. Soft Comput. 8(1): 79-87 (2008) - [j7]Lior Shamir:
Evaluation of Face Datasets as Tools for Assessing the Performance of Face Recognition Methods. Int. J. Comput. Vis. 79(3): 225-230 (2008) - [j6]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): 943-947 (2008) - [j5]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): 1684-1693 (2008) - [j4]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) - 2007
- [j3]Mirit Shamir, Lior Shamir, Mary H. Durfee:
The application of fuzzy logic to the precautionary principle. Artif. Intell. Law 15(4): 411-427 (2007) - [j2]Lior Shamir:
A proposed stereo matching algorithm for noisy sets of color images. Comput. Geosci. 33(8): 1052-1063 (2007) - 2006
- [j1]Lior Shamir:
Dynamic reuse of subroutine results. J. Syst. Archit. 52(10): 603-608 (2006) - [c2]Lior Shamir:
Human Perception-based Color Segmentation Using Fuzzy Logic. IPCV 2006: 496-502 - 2005
- [c1]Lior Shamir, Robert J. Nemiroff:
Using Fuzzy Logic for Automatic Analysis of Astronomical Pipelines. FSKD (2) 2005: 634-637
Coauthor Index
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last updated on 2024-10-07 21:21 CEST by the dblp team
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