Applications - Others

Ecology (1 paper)

H. Li, E. Gedikli, R. Lubbad, T. Nord, "Laboratory study of wave-induced ice-ice collisions using Robust principal component analysis and sensor fusion", Cold Regions Science and Technology, 2020.

Electronic Support Receivers (1 paper)

I. Gul, I. Erer, "Scanning strategy learning for electronic support receivers by robust principal component analysis", SPIE Artificial Intelligence and Machine Learning in Defense Applications, September 2021.

Sensors Placement (1 paper)

K. Manohar, "Data-Driven Sensor Placement Methods", PhD Thesis, University of Washington, 2018.

Feature Selection (2 papers)

J. Lee, X. Cai, J. Lellmann, M. Dalponte, Y. Malhi, N. Butt, M. Morecroft, C. Schonlieb, D. Coomes, “Individual Tree Species Classification from Airborne Multisensor Imagery using Robust PCA”, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Volume 9, No. 6, 2016.

C. Tang, X. Zhu, J. Chen, P. Wang, X. Liu, "Robust Graph Regularized Unsupervised Feature Selection", Expert Systems With Applications, 2017,

Recognition (5 papers)

X. Wu, Z. Chu, P. Yang, C. Xiang, X. Zheng and W. Huang, "TW-See: Human Activity Recognition Through the Wall With Commodity Wi-Fi Devices", IEEE Transactions on Vehicular Technology, Volume 68, No. 1, pages 306-319, January 2019.

A. Daood, “Pollen Grains Recognition based on Computer Vision Methods”, Institute of Technology, Melbourne, Florida, USA, 2018.

B. Kresnaraman, Y. Kawanishi, D. Deguchi, T. Takahashi , Y. Mekada, I. Ide, “Human Wearable Attribute Recognition using Probability-Map-Based Decomposition of Thermal Infrared Images”, IEICE Transactions. Fundamentals, Vol. .E100–A, No.3, March 2016.

H. Shi, Y. Sun, J. Hu, “Understanding and Improving Multi-Sense Word Embeddings via Extended Robust Principal Component Analysis”, Preprint 2018.

Y. Yang, D.Bogdanov, M. Sordo, “Music Retagging using Label Propagation and Robust Principal Component Analysis”, WWW 2012, 2012.

Database Reconstruction (1 paper)

L. Zhang, T. Tan, Y. Gong, W. Yang, "Fingerprint Database Reconstruction based on Robust PCA for Indoor Localization", MDPI Sensors, 2019.

Meteo Forecasting (1 paper)

A. Ali, H. Zhuang, A. Ibrahim, J. Wang, "Preliminary results of forecasting of the loop current system in Gulf of Mexico using robust principal component analysis" IEEE International Symposium on Signal Processing and Information Technology, ISSPIT 2018, pages 1-5, USA, 2018.

Storyline From a Narrative (2 papers)

E. Hoenkamp,"Discovering the Geometry of Narratives and their Embedded Storylines", International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2019, pages 483-490, 2019.

E. Hoenkamp, A. Gibson, "Monitoring Mood in a Stream of Self-Reflections", IEEE Transactions on Affective Computing, December 2021.