Alfred O. Hero - Publications, H-index & Citations

Alfred O. Hero

department of electrical engineering and computer science, university of michigan, 1301 beal avenue, ann arbor, mi 48109, usa

71H指数

1.1K论文数

2.8W被引数

收录论文 90

发表时间

Efficient Exoplanet Imaging Simulations of the Habitable Worlds Observatory 宜居世界天文台的高效系外行星成像模拟

The Astronomical Journal

IF0

2025-12-24

OAAI

Jamila S. Taaki; Farzad Kamalabadi; Athol J. Kemball; Lia Corrales; Alfred O. Hero III

SPIN: A data-driven model to reduce large chemical reaction networks

FUEL

IF7.5

2024-07-01

PREAI

Baranwal, Mayank; Saldinger, Jacob C.; Kim, Doohyun; Elvati, Paolo; Hero, Alfred O.; Violi, Angele

Multi-Trigger-Key: Toward Multi-Task Privacy Preserving in Deep Learning

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Wang, Ren; Xu, Zhe; Hero, Alfred

Any-Shot Learning From Multimodal Observations (ALMO)

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Aktukmak, Mehmet; Yilmaz, Yasin; Hero, Alfred O.

Pre-exposure cognitive performance variability is associated with severity of respiratory infection

SCIENTIFIC REPORTS

IF3.9

2022-12-30

OAAI

Zhai, Yaya; Doraiswamy, P. Murali; Woods, Christopher W.; Turner, Ronald B.; Burke, Thomas W.; Ginsburg, Geoffrey S.; Hero, Alfred O.

Recurrent neural networks enable design of multifunctional synthetic human gut microbiome dynamics

ELIFE

IF0

2022-06-23

OAAI

Baranwal, Mayank; Clark, Ryan L.; Thompson, Jaron; Sun, Zeyu; Hero, Alfred O.; Venturelli, Ophelia S.

Predicting Solar Flares Using CNN and LSTM on Two Solar Cycles of Active Region Data 使用CNN和LSTM在两个活动区域数据的太阳周期上预测太阳耀斑

ASTROPHYSICAL JOURNAL

IF5.4

2022-06-07

OAAI

Sun, Zeyu; Bobra, Monica G.; Wang, Xiantong; Wang, Yu; Sun, Hu; Gombosi, Tamas; Chen, Yang; Hero, Alfred

RAILS: A Robust Adversarial Immune-Inspired Learning System

IEEE ACCESS

IF3.6

2022-01-01

OAAI

Wang, Ren; Chen, Tianqi; Lindsly, Stephen M.; Stansbury, Cooper M.; Rehemtulla, Alnawaz; Rajapakse, Indika; Hero, Alfred O., III

Kronecker-structured covariance models for multiway data

STATISTICS SURVEYS

IF15.4

2022-01-01

OAAI

Wang, Yu; Sun, Zeyu; Song, Dogyoon; Hero, Alfred

ASK: Adversarial Soft k-Nearest Neighbor Attack and Defense

IEEE ACCESS

IF3.6

2022-01-01

OAAI

Wang, Ren; Chen, Tianqi; Yao, Philip; Liu, Sijia; Rajapakse, Indika; Hero, Alfred O., III

Robust Distributed Fixed-Time Economic Dispatch Under Time-Varying Topology

IEEE CONTROL SYSTEMS LETTERS

IF2

2021-10-01

OAAI

Baranwal, Mayank; Garg, Kunal; Panagou, Dimitra; Hero, Alfred O.

Assessment of the Feasibility of Using Noninvasive Wearable Biometric Monitoring Sensors to Detect Influenza and the Common Cold Before Symptom Onset

JAMA NETWORK OPEN

IF9.7

2021-09-29

OAAI

Grzesiak, Emilia; Bent, Brinnae; McClain, Micah T.; Woods, Christopher W.; Tsalik, Ephraim L.; Nicholson, Bradly P.; Veldman, Timothy; Burke, Thomas W.; Gardener, Zoe; Bergstrom, Emma; Turner, Ronald B.; Chiu, Christopher; Doraiswamy, P. Murali; Hero, Alfred; Henao, Ricardo; Ginsburg, Geoffrey S.; Dunn, Jessilyn

A data value metric for quantifying information content and utility

JOURNAL OF BIG DATA

IF6.4

2021-06-05

OAAI

Noshad, Morteza; Choi, Jerome; Sun, Yuming; Hero, Alfred, III; Dinov, Ivo D.

Hierarchical Network Models for Exchangeable Structured Interaction Processes

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

IF3

2021-05-10

OAAI

Dempsey, Walter; Oselio, Brandon; Hero, Alfred

On sparse identification of complex dynamical systems: A study on discovering influential reactions in chemical reaction networks

FUEL

IF7.5

2020-11-01

OAAI

Harirchi, Farshad; Kim, Doohyun; Khalil, Omar; Liu, Sijia; Elvati, Paolo; Baranwal, Mayank; Hero, Alfred; Violi, Angela

A Primer on Zeroth-Order Optimization in Signal Processing and Machine Learning Principals, recent advances, and applications

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2020-09-01

OAAI

Liu, Sijia; Chen, Pin-Yu; Kailkhura, Bhavya; Zhang, Gaoyuan; Hero, Alfred O., III; Varshney, Pramod K.

Solar Flare Intensity Prediction With Machine Learning Models 基于机器学习模型的太阳耀斑强度预测

SPACE WEATHER-THE INTERNATIONAL JOURNAL OF RESEARCH AND APPLICATIONS

IF3.5

2020-07-10

OAAI

Jiao, Zhenbang; Sun, Hu; Wang, Xiantong; Manchester, Ward; Gombosi, Tamas; Hero, Alfred; Chen, Yang

Predicting Solar Flares with Machine Learning: Investigating Solar Cycle Dependence 用机器学习预测太阳耀斑: 研究太阳周期依赖性

ASTROPHYSICAL JOURNAL

IF5.4

2020-05-19

OAAI

Wang, Xiantong; Chen, Yang; Toth, Gabor; Manchester, Ward B.; Gombosi, Tamas, I; Hero, Alfred O.; Jiao, Zhenbang; Sun, Hu; Jin, Meng; Liu, Yang

Expectation-propagation for weak radionuclide identification at radiation portal monitors 在辐射门户监视器上进行弱放射性核素识别的期望传播

SCIENTIFIC REPORTS

IF3.9

2020-04-22

OAAI

Altmann, Yoann; Di Fulvio, Angela; Paff, Marc G.; Clarke, Shaun D.; Davies, Mike E.; McLaughlin, Stephen; Hero, Alfred O.; Pozzi, Sara A.

Identifying Solar Flare Precursors Using Time Series of SDO/HMI Images and SHARP Parameters

SPACE WEATHER-THE INTERNATIONAL JOURNAL OF RESEARCH AND APPLICATIONS

IF3.5

2019-10-14

OAAI

Chen, Yang; Manchester, Ward B.; Hero, Alfred O.; Toth, Gabor; DuFumier, Benoit; Zhou, Tian; Wang, Xiantong; Zhu, Haonan; Sun, Zeyu; Gombosi, Tamas, I

研究方向