Iman Deznabi

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 8

Top Topics

Deep Architectures

Top Venues

IEEE ACM Trans. Comput. Biol. Bioinform.

Publications

Iman Deznabi, Peeyush Kumar, Madalina Fiterau
Zero-shot Microclimate Prediction with Deep Learning. CoRR (2024)
Iman Deznabi, Madalina Fiterau
MultiWave: Multiresolution Deep Architectures through Wavelet Decomposition for Multivariate Time Series Prediction. CHIL (2023)
Iman Deznabi, Madalina Fiterau
MultiWave: Multiresolution Deep Architectures through Wavelet Decomposition for Multivariate Time Series Prediction. CoRR (2023)
Iman Deznabi, Tamanna Motahar, Ali Sarvghad, Madalina Fiterau, Narges Mahyar
Impact of the COVID-19 Pandemic on the Academic Community Results from a survey conducted at University of Massachusetts Amherst. Digit. Gov. Res. Pract. 2 (2) (2021)
Iman Deznabi, Mohit Iyyer, Madalina Fiterau
Predicting in-hospital mortality by combining clinical notes with time-series data. ACL/IJCNLP (Findings) (2021)
Iman Deznabi, Busra Arabaci, Mehmet Koyutürk, Oznur Tastan
DeepKinZero: zero-shot learning for predicting kinase-phosphosite associations involving understudied kinases. Bioinform. 36 (12) (2020)
Bhanu Pratap Singh, Iman Deznabi, Bharath Narasimhan, Bryon Kucharski, Rheeya Uppaal, Akhila Josyula, Madalina Fiterau
Multi-resolution Networks For Flexible Irregular Time Series Modeling (Multi-FIT). CoRR (2019)
Iman Deznabi, Mohammad Mobayen, Nazanin Jafari, Oznur Tastan, Erman Ayday
An Inference Attack on Genomic Data Using Kinship, Complex Correlations, and Phenotype Information. IEEE ACM Trans. Comput. Biol. Bioinform. 15 (4) (2018)