Hi I'm Aya Abdelsalam Ismail

Ph.D. Candidate

I am Ph.D. candidate in the University of Maryland, advised by Héctor Corrada Bravo and Soheil Feizi.
My research focuses on interpretability of neural models, long term forecasting in time series and applications of deep learning in neuroscience and health informatics.

News

  • April 2020: I passed my Ph.D. candidacy exam.
  • December 2019: Presented my poster at NeurIPs 2019.

Papers

Input-Cell-Attention Reduces Vanishing Saliency of Recurrent Neural Networks

NeurIPs 2019

Aya Abdelsalam Ismail, Mohamed Gunady, Luiz Pessoa, Héctor Corrada Bravo, Soheil Feizi

The Alzheimer’s Disease Prediction Of Longitudinal Evolution (TADPOLE) Challenge: Results after 1 Year Follow-up

Working Paper

Razvan V. Marinescu, Neil P. Oxtoby, Alexandra L. Young, Esther E. Bron, Arthur W. Toga, Michael W. Weiner, Frederik Barkhof, Nick C. Fox, Arman Eshaghi, Tina Toni, Marcin Salaterski, Veronika Lunina, Manon Ansart, Stanley Durrleman, Pascal Lu, Samuel Iddi, Dan Li, Wesley K. Thompson, Michael C. Donohue, Aviv Nahon, Yarden Levy, Dan Halbersberg, Mariya Cohen, Huiling Liao, Tengfei Li, Kaixian Yu, Hongtu Zhu, Jose G. Tamez-Pena, Aya Ismail, Timothy Wood, Hector Corrada Bravo, Minh Nguyen, Nanbo Sun, Jiashi Feng, B.T. Thomas Yeo, Gang Chen, Ke Qi, Shiyang Chen, Deqiang Qiu, Ionut Buciuman, Alex Kelner, Raluca Pop, Denisa Rimocea, Mostafa M. Ghazi, Mads Nielsen, Sebastien Ourselin, Lauge Sorensen, Vikram Venkatraghavan, Keli Liu, Christina Rabe, Paul Manser, Steven M. Hill, James Howlett, Zhiyue Huang, Steven Kiddle, Sach Mukherjee, Anais Rouanet, Bernd Taschler, Brian D. M. Tom, Simon R. White, Noel Faux, Suman Sedai, Javier de Velasco Oriol, Edgar E. V. Clemente, Karol Estrada, Leon Aksman, Andre Altmann, Cynthia M. Stonnington, Yalin Wang, Jianfeng Wu, Vivek Devadas, Clementine Fourrier, Lars Lau Raket, Aristeidis Sotiras, Guray Erus, Jimit Doshi, Christos Davatzikos, Jacob Vogel, Andrew Doyle, Angela Tam, Alex Diaz-Papkovich, Emmanuel Jammeh, Igor Koval, Paul Moore, Terry J. Lyons, John Gallacher, Jussi Tohka, Robert Ciszek, Bruno Jedynak, Kruti Pandya, Murat Bilgel, William Engels, Joseph Cole, Polina Golland, Stefan Klein, Daniel C. Alexander

Improving Long-Horizon Forecasts with Expectation-Biased LSTM Networks

Working Paper

Aya Abdelsalam Ismail, Timothy Wood, Héctor Corrada Bravo

LIMO: Learning Programming using Interactive Map Activities

SIGSPATIAL 2015

Ruby Y. Tahboub, Jaewoo Shin, Aya Abdelsalam, Jalaleldeen W Aref, Walid G. Aref, Sunil Kumar Prabhakar

On Map-Centric Programming Environments

SIGSPATIAL 2015

Walid G Aref, Sunil Prabhakar, Jaewoo Shin, Ruby Y Tahboub, Aya Abdelsalam, Jalaleldeen W Aref.

Contact Info



Address

3112 Brendan Iribe, University of Maryland, College Park, MD 20742

Email

asalam [at] cs [dot] umd [dot] edu