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ORCIDLuisa F. Polanía
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- affiliation: American Family Mutual Insurance Company, Madison, WI, USA
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2020 – today
- 2021
[j4]Glenn Fung, Luisa F. Polanía, Sou-Cheng T. Choi, Victor Wu, Lawrence Ma:
Editorial: Artificial Intelligence in Insurance and Finance. Frontiers Appl. Math. Stat. 7: 795207 (2021)- [c19]Sankeerth Rao Karingula, Nandini Ramanan, Rasool Tahmasbi, Mehrnaz Amjadi, Deokwoo Jung, Ricky Si, Charanraj Thimmisetty, Luisa F. Polanía, Marjorie Sayer, Jake Taylor, Claudionor Nunes Coelho:
Boosted Embeddings for Time-Series Forecasting. LOD 2021: 1-14 - 2020
- [c18]Luisa F. Polanía, Raja Bala, Ankur Purwar, Paul Matts
, Martin Maltz:
Skin Chromophore Estimation from Mobile Selfie Images using Constrained Independent Component Analysis. Computational Imaging 2020 - [c17]Luisa F. Polanía, Mauricio Flores, Matthew S. Nokleby, Yiran Li:
Learning Furniture Compatibility with Graph Neural Networks. CVPR Workshops 2020: 1505-1513 - [c16]Xin Guo, Luisa F. Polanía, Bin Zhu, Charles Boncelet, Kenneth E. Barner:
Graph Neural Networks for Image Understanding Based on Multiple Cues: Group Emotion Recognition and Event Recognition as Use Cases. WACV 2020: 2910-2919 - [c15]Maria-Ximena Bastidas-Rodríguez, Adrien Gruson, Luisa F. Polanía, Shin Fujieda, Flavio Augusto Prieto Ortíz, Kohei Takayama, Toshiya Hachisuka:
Deep Adaptive Wavelet Network. WACV 2020: 3100-3108 - [i9]Xin Guo, Luisa F. Polanía, Kenneth E. Barner:
Audio-video Emotion Recognition in the Wild using Deep Hybrid Networks. CoRR abs/2002.09023 (2020) - [i8]Luisa F. Polanía, Mauricio Flores, Yiran Li, Matthew S. Nokleby:
Learning Furniture Compatibility with Graph Neural Networks. CoRR abs/2004.07268 (2020)
2010 – 2019
- 2019
- [c14]Xin Guo, Luisa F. Polanía, Javier Garcia-Frías, Kenneth E. Barner:
Social Relationship Recognition Based on A Hybrid Deep Neural Network. FG 2019: 1-5 - [c13]Luisa F. Polanía, Satyajit Gupte:
Learning Fashion Compatibility Across Apparel Categories for Outfit Recommendation. ICIP 2019: 4489-4493 - [c12]Maria-Ximena Bastidas-Rodríguez, Flavio Augusto Prieto Ortíz, Luisa F. Polanía:
A Textural Deep Neural Network Combined With Handcrafted Features for Mechanical Failure Classification. ICIT 2019: 847-852 - [c11]Luisa F. Polanía, Glenn Fung, Dongning Wang:
Ordinal Regression Using Noisy Pairwise Comparisons for Body Mass Index Range Estimation. WACV 2019: 782-790 - [i7]Luisa F. Polanía, Satyajit Gupte:
Learning fashion compatibility across apparel categories for outfit recommendation. CoRR abs/1905.03703 (2019) - [i6]Xin Guo, Luisa F. Polanía, Bin Zhu, Charles Boncelet, Kenneth E. Barner:
Graph Neural Networks for Image Understanding Based on Multiple Cues: Group Emotion Recognition and Event Recognition as Use Cases. CoRR abs/1909.12911 (2019) - [i5]Maria-Ximena Bastidas-Rodríguez, Adrien Gruson, Luisa F. Polanía, Shin Fujieda, Flavio Augusto Prieto Ortíz, Kohei Takayama, Toshiya Hachisuka:
Deep Adaptive Wavelet Network. CoRR abs/1912.05035 (2019) - 2018
- [j3]Luisa F. Polanía, Rafael I. Plaza:
Compressed sensing ECG using restricted Boltzmann machines. Biomed. Signal Process. Control. 45: 237-245 (2018) - [c10]Xin Guo, Luisa F. Polanía, Kenneth E. Barner:
Smile Detection in the Wild Based on Transfer Learning. FG 2018: 679-686 - [c9]Xin Guo, Bin Zhu, Luisa F. Polanía, Charles Boncelet, Kenneth E. Barner:
Group-Level Emotion Recognition Using Hybrid Deep Models Based on Faces, Scenes, Skeletons and Visual Attentions. ICMI 2018: 635-639 - [i4]Xin Guo, Luisa F. Polanía, Kenneth E. Barner:
Smile detection in the wild based on transfer learning. CoRR abs/1802.02185 (2018) - [i3]Luisa F. Polanía, Dongning Wang, Glenn Fung:
Ordinal Regression using Noisy Pairwise Comparisons for Body Mass Index Range Estimation. CoRR abs/1811.03268 (2018) - 2017
- [j2]Luisa F. Polanía, Kenneth E. Barner:
Exploiting Restricted Boltzmann Machines and Deep Belief Networks in Compressed Sensing. IEEE Trans. Signal Process. 65(17): 4538-4550 (2017) - [c8]Xin Guo, Luisa F. Polanía, Kenneth E. Barner:
Group-level emotion recognition using deep models on image scene, faces, and skeletons. ICMI 2017: 603-608 - [c7]Joseph Bockhorst, Shi Yu, Luisa F. Polanía, Glenn Fung:
Predicting Self-reported Customer Satisfaction of Interactions with a Corporate Call Center. ECML/PKDD (3) 2017: 179-190 - [i2]Luisa F. Polanía, Kenneth E. Barner:
Exploiting Restricted Boltzmann Machines and Deep Belief Networks in Compressed Sensing. CoRR abs/1705.10500 (2017) - 2015
- [j1]Luisa F. Polanía, Rafael E. Carrillo, Manuel Blanco-Velasco, Kenneth E. Barner:
Exploiting Prior Knowledge in Compressed Sensing Wireless ECG Systems. IEEE J. Biomed. Health Informatics 19(2): 508-519 (2015) - [c6]Luisa F. Polanía, Lalit K. Mestha, David T. Huang, Jean-Philippe Couderc:
Method for classifying cardiac arrhythmias using photoplethysmography. EMBC 2015: 6574-6577 - 2014
- [c5]Luisa F. Polanía, Kenneth E. Barner:
A weighted ℓ1 minimization algorithm for compressed sensing ECG. ICASSP 2014: 4413-4417 - [i1]Luisa F. Polanía, Rafael E. Carrillo, Manuel Blanco-Velasco, Kenneth E. Barner:
Exploiting Prior Knowledge in Compressed Sensing Wireless ECG Systems. CoRR abs/1405.4201 (2014) - 2011
- [c4]Luisa F. Polanía, Rafael E. Carrillo, Manuel Blanco-Velasco, Kenneth E. Barner:
Matrix completion based ECG compression. EMBC 2011: 1757-1760 - [c3]Luisa F. Polanía, Rafael E. Carrillo, Manuel Blanco-Velasco, Kenneth E. Barner:
Compressed sensing based method for ECG compression. ICASSP 2011: 761-764 - [c2]Rafael E. Carrillo, Luisa F. Polanía, Kenneth E. Barner:
Iterative hard thresholding for compressed sensing with partially known support. ICASSP 2011: 4028-4031 - 2010
- [c1]Rafael E. Carrillo, Luisa F. Polanía, Kenneth E. Barner:
Iterative algorithms for compressed sensing with partially known support. ICASSP 2010: 3654-3657
Coauthor Index
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