Neda Rohani

According to our database, Neda Rohani authored at least 18 papers between 2010 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

Artificial Intelligence for Pigment Classification Task in the Short-Wave Infrared Range.

Emeline Pouyet, Tsveta Miteva, Neda Rohani, Laurence de Viguerie

Sensors, 2021

2020

Knowledge Tracing to Model Learning in Online Citizen Science Projects.

Kevin Crowston, Shane L. Larson, Neda Rohani, Joshua R. Smith, Laura Trouille, Michael Zevin, Carsten S. Østerlund, Tae Kyoung Lee, Corey Brian Jackson, Mahboobeh Harandi, Sarah Allen, Sara Bahaadini, Scott Coughlin, Aggelos K. Katsaggelos

IEEE Trans. Learn. Technol., 2020

Teaching citizen scientists to categorize glitches using machine learning guided training.

Corey Brian Jackson, Carsten S. Østerlund, Kevin Crowston, Mahboobeh Harandi, Sarah Allen, Sara Bahaadini, Scotty Coughlin, Vicky Kalogera, Aggelos K. Katsaggelos, Shane L. Larson, Neda Rohani, Joshua R. Smith, Laura Trouille, Michael Zevin

Comput. Hum. Behav., 2020

2019

Pigment Unmixing of Hyperspectral Images of Paintings Using Deep Neural Networks.

Neda Rohani, Emeline Pouyet, Marc Walton, Oliver Cossairt, Aggelos K. Katsaggelos

Proceedings of the IEEE International Conference on Acoustics, 2019

Direct Estimation of Weights and Efficient Training of Deep Neural Networks without SGD.

Nima Dehmamy, Neda Rohani, Aggelos K. Katsaggelos

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Variational Gaussian process for multisensor classification problems.

Neda Rohani, Pablo Ruiz, Rafael Molina, Aggelos K. Katsaggelos

Pattern Recognit. Lett., 2018

Machine learning for Gravity Spy: Glitch classification and dataset.

Sara Bahaadini, Vahid Noroozi, Neda Rohani, Scott Coughlin, Michael Zevin, Joshua R. Smith, Vicky Kalogera, Aggelos K. Katsaggelos

Inf. Sci., 2018

Direct: Deep Discriminative Embedding for Clustering of Ligo Data.

Sara Bahaadini, Neda Rohani, Aggelos K. Katsaggelos, Vahid Noroozi, Scott Coughlin, Michael Zevin

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017

Convergence of Deep Neural Networks to a Hierarchical Covariance Matrix Decomposition.

Nima Dehmamy, Neda Rohani, Aggelos K. Katsaggelos

CoRR, 2017

Distinguishing Nigerian Food Items and Calorie Content with Hyperspectral Imaging.

Xinzuo Wang, Neda Rohani, Adwaiy Manerikar, Aggelos K. Katsaggelos, Oliver Cossairt, Nabil Alshurafa

Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2017, 2017

Deep multi-view models for glitch classification.

Sara Bahaadini, Neda Rohani, Scott Coughlin, Michael Zevin, Vicky Kalogera, Aggelos K. Katsaggelos

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

Automatic pigment identification on roman Egyptian paintings by using sparse modeling of hyperspectral images.

Neda Rohani, Johanna Salvant, Sara Bahaadini, Oliver Cossairt, Marc Walton, Aggelos K. Katsaggelos

Proceedings of the 24th European Signal Processing Conference, 2016

2015

Variational Gaussian process for sensor fusion.

Neda Rohani, Pablo Ruiz, Emre Besler, Rafael Molina, Aggelos K. Katsaggelos

Proceedings of the 23rd European Signal Processing Conference, 2015

2013

Graph-based identification of boundary points for unmixing and anomaly detection.

Neda Rohani, Mario Parente

Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

Endmember detection using graph theory.

Neda Rohani, Mario Parente, Arun M. Saranathan

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2011

Guess and Determine Attack on Bivium.

Neda Rohani, Zainab Noferesti, Javad Mohajeri, Mohammad Reza Aref

J. Inf. Process. Syst., 2011

2010

Guess and Determine Attack on Trivium Family.

Neda Rohani, Zainab Noferesti, Javad Mohajeri, Mohammad Reza Aref

Proceedings of the IEEE/IFIP 8th International Conference on Embedded and Ubiquitous Computing, 2010

Distinguishing Attack on Bivium.

Zainab Noferesti, Neda Rohani, Javad Mohajeri, Mohammad Reza Aref

Proceedings of the 10th IEEE International Conference on Computer and Information Technology, 2010