Doina Precup - Publications, H-index & Citations

Doina Precup

School of Computer Science

49H指数

527论文数

2.2W被引数

收录论文 18

发表时间

Large Language Model Applications in the Algebra Domain: A Systematic Review 代数领域的大型语言模型应用：一项系统综述

Technology, Knowledge and Learning

IF0

2025-12-06

PREAI

Yajie Song; Yimei Zhang; Doina Precup; Reihaneh Rabbany; Maria Cutumisu

An Artificial Intelligence-Based Model to Predict Pregnancy After Intrauterine Insemination: A Retrospective Analysis of 9501 Cycles 基于人工智能的模型用于预测宫腔内人工授精后的妊娠：9501个周期的回顾性分析

personalized medicine

IF0

2025-08-09

OAAI

Jaume Minano Masip; Camille Grysole; Penelope Borduas; Simon Phillips; Doina Precup

Estimating individual treatment effect on disability progression in multiple sclerosis using deep learning

NATURE COMMUNICATIONS

IF15.7

2022-09-26

OAAI

Falet, Jean-Pierre R.; Durso-Finley, Joshua; Nichyporuk, Brennan; Schroeter, Julien; Bovis, Francesca; Sormani, Maria-Pia; Precup, Doina; Arbel, Tal; Arnold, Douglas Lorne

Deep learning, reinforcement learning, and world models 深度学习、强化学习和世界模型

NEURAL NETWORKS

IF6.3

2022-08-01

194

OAAI

Matsuo, Yutaka; LeCun, Yann; Sahani, Maneesh; Precup, Doina; Silver, David; Sugiyama, Masashi; Uchibe, Eiji; Morimoto, Jun

Automated prediction of extubation success in extremely preterm infants: the APEX multicenter study 自动预测极早产儿拔管成功: APEX多中心研究

PEDIATRIC RESEARCH

IF3.1

2022-07-29

PREAI

Kanbar, Lara J.; Shalish, Wissam; Onu, Charles C.; Latremouille, Samantha; Kovacs, Lajos; Keszler, Martin; Chawla, Sanjay; Brown, Karen A.; Precup, Doina; Kearney, Robert E.; Sant'Anna, Guilherme M.

Connecting weighted automata, tensor networks and recurrent neural networks through spectral learning 通过谱学习连接加权自动机，张量网络和递归神经网络

MACHINE LEARNING

IF2.9

2022-03-30

OAAI

Li, Tianyu; Precup, Doina; Rabusseau, Guillaume

Reward is enough 奖励就足够了

artificial intelligence review

IF4.6

2021-10-01

254

OAAI

Silver, David; Singh, Satinder; Precup, Doina; Sutton, Richard S.

Fast reinforcement learning with generalized policy updates 具有广义策略更新的快速强化学习

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2020-08-17

OAAI

Barreto, Andre; Hou, Shaobo; Borsa, Diana; Silver, David; Precup, Doina

Multiple Kernel Learning-Based Transfer Regression for Electric Load Forecasting 基于多核学习的转移回归在电力负荷预测中的应用

IEEE TRANSACTIONS ON SMART GRID

IF9.8

2020-03-01

106

PREAI

Wu, Di; Wang, Boyu; Precup, Doina; Boulet, Benoit

Assessment of Extubation Readiness Using Spontaneous Breathing Trials in Extremely Preterm Neonates

JAMA PEDIATRICS

IF18

2020-02-01

OAAI

Shalish, Wissam; Kanbar, Lara; Kovacs, Lajos; Chawla, Sanjay; Keszler, Martin; Rao, Smita; Latremouille, Samantha; Precup, Doina; Brown, Karen; Kearney, Robert E.; Sant'Anna, Guilherme M.

Exploring uncertainty measures in deep networks for Multiple sclerosis lesion detection and segmentation

MEDICAL IMAGE ANALYSIS

IF11.8

2020-01-01

250

OAAI

Nair, Tanya; Precup, Doina; Arnold, Douglas L.; Arbel, Tal

The Impact of Time Interval between Extubation and Reintubation on Death or Bronchopulmonary Dysplasia in Extremely Preterm Infants

JOURNAL OF PEDIATRICS

IF3.5

2019-02-01

PREAI

Shalish, Wissam; Kanbar, Lara; Kovacs, Lajos; Chawla, Sanjay; Keszler, Martin; Rao, Smita; Panaitescu, Bogdan; Laliberte, Alyse; Precup, Doina; Brown, Karen; Kearney, Robert E.; Sant'Anna, Guilherme M.

Patterns of reintubation in extremely preterm infants: a longitudinal cohort study 极早产儿的再插管模式: 一项纵向队列研究

PEDIATRIC RESEARCH

IF3.1

2018-01-31

OAAI

Shalish, Wissam; Kanbar, Lara; Keszler, Martin; Chawla, Sanjay; Kovacs, Lajos; Rao, Smita; Panaitescu, Bogdan A.; Laliberte, Alyse; Precup, Doina; Brown, Karen; Kearney, Robert E.; Sant'Anna, Guilherme M.

Classification-Based Approximate Policy Iteration 基于分类的近似策略迭代

IEEE TRANSACTIONS ON AUTOMATIC CONTROL

IF7

2015-11-01

PREAI

Farahmand, Amir-massoud; Precup, Doina; Barreto, Andre M. S.; Ghavamzadeh, Mohammad

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)多模态脑肿瘤图像分割基准 (BRATS)

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2015-10-01

3.7K

OAAI

Menze, Bjoern H.; Jakab, Andras; Bauer, Stefan; Kalpathy-Cramer, Jayashree; Farahani, Keyvan; Kirby, Justin; Burren, Yuliya; Porz, Nicole; Slotboom, Johannes; Wiest, Roland; Lanczi, Levente; Gerstner, Elizabeth; Weber, Marc-Andre; Arbel, Tal; Avants, Brian B.; Ayache, Nicholas; Buendia, Patricia; Collins, D. Louis; Cordier, Nicolas; Corso, Jason J.; Criminisi, Antonio; Das, Tilak; Delingette, Herve; Demiralp, Cagatay; Durst, Christopher R.; Dojat, Michel; Doyle, Senan; Festa, Joana; Forbes, Florence; Geremia, Ezequiel; Glocker, Ben; Golland, Polina; Guo, Xiaotao; Hamamci, Andac; Iftekharuddin, Khan M.; Jena, Raj; John, Nigel M.; Konukoglu, Ender; Lashkari, Danial; Mariz, Jose Antonio; Meier, Raphael; Pereira, Sergio; Precup, Doina; Price, Stephen J.; Raviv, Tammy Riklin; Reza, Syed M. S.; Ryan, Michael; Sarikaya, Duygu; Schwartz, Lawrence; Shin, Hoo-Chang; Shotton, Jamie; Silva, Carlos A.; Sousa, Nuno; Subbanna, Nagesh K.; Szekely, Gabor; Taylor, Thomas J.; Thomas, Owen M.; Tustison, Nicholas J.; Unal, Gozde; Vasseur, Flor; Wintermark, Max; Ye, Dong Hye; Zhao, Liang; Zhao, Binsheng; Zikic, Darko; Prastawa, Marcel; Reyes, Mauricio; Van Leemput, Koen

Quantifying the determinants of outbreak detection performance through simulation and machine learning

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2015-02-01

OAAI

Jafarpour, Nastaran; Izadi, Masoumeh; Precup, Doina; Buckeridge, David L.

Generating storylines from sensor data

PERVASIVE AND MOBILE COMPUTING

IF3.5

2013-12-01

PREAI

Frank, Jordan; Mannor, Shie; Precup, Doina