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Alfred O. Hero

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

71H-index
1.1KPaper Count
2.8WCitation Count
Published Papers 90
Publication Date
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Efficient Exoplanet Imaging Simulations of the Habitable Worlds Observatory
errThe Astronomical Journal
IF0
err2025-12-24
err0
errOAAI
errJamila S. Taaki; Farzad Kamalabadi; Athol J. Kemball; Lia Corrales; Alfred O. Hero III
errShare
errSave
SPIN: A data-driven model to reduce large chemical reaction networks
errFUEL
IF7.5
err2024-07-01
err0
PREAI
errBaranwal, Mayank; Saldinger, Jacob C.; Kim, Doohyun; Elvati, Paolo; Hero, Alfred O.; Violi, Angele
errShare
errSave
Multi-Trigger-Key: Toward Multi-Task Privacy Preserving in Deep Learning
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errWang, Ren; Xu, Zhe; Hero, Alfred
errShare
errSave
Any-Shot Learning From Multimodal Observations (ALMO)
errIEEE ACCESS
IF3.6
err2023-01-01
err1
errOAAI
errAktukmak, Mehmet; Yilmaz, Yasin; Hero, Alfred O.
errShare
errSave
Pre-exposure cognitive performance variability is associated with severity of respiratory infection
errSCIENTIFIC REPORTS
IF3.9
err2022-12-30
err1
errOAAI
errZhai, Yaya; Doraiswamy, P. Murali; Woods, Christopher W.; Turner, Ronald B.; Burke, Thomas W.; Ginsburg, Geoffrey S.; Hero, Alfred O.
errShare
errSave
Recurrent neural networks enable design of multifunctional synthetic human gut microbiome dynamics
errELIFE
IF0
err2022-06-23
err20
errOAAI
errBaranwal, Mayank; Clark, Ryan L.; Thompson, Jaron; Sun, Zeyu; Hero, Alfred O.; Venturelli, Ophelia S.
errShare
errSave
Predicting Solar Flares Using CNN and LSTM on Two Solar Cycles of Active Region Data
errASTROPHYSICAL JOURNAL
IF5.4
err2022-06-07
err33
errOAAI
errSun, Zeyu; Bobra, Monica G.; Wang, Xiantong; Wang, Yu; Sun, Hu; Gombosi, Tamas; Chen, Yang; Hero, Alfred
errShare
errSave
RAILS: A Robust Adversarial Immune-Inspired Learning System
errIEEE ACCESS
IF3.6
err2022-01-01
err2
errOAAI
errWang, Ren; Chen, Tianqi; Lindsly, Stephen M.; Stansbury, Cooper M.; Rehemtulla, Alnawaz; Rajapakse, Indika; Hero, Alfred O., III
errShare
errSave
Kronecker-structured covariance models for multiway data
errSTATISTICS SURVEYS
IF15.4
err2022-01-01
err3
errOAAI
errWang, Yu; Sun, Zeyu; Song, Dogyoon; Hero, Alfred
errShare
errSave
ASK: Adversarial Soft k-Nearest Neighbor Attack and Defense
errIEEE ACCESS
IF3.6
err2022-01-01
err1
errOAAI
errWang, Ren; Chen, Tianqi; Yao, Philip; Liu, Sijia; Rajapakse, Indika; Hero, Alfred O., III
errShare
errSave
Robust Distributed Fixed-Time Economic Dispatch Under Time-Varying Topology
errIEEE CONTROL SYSTEMS LETTERS
IF2
err2021-10-01
err20
errOAAI
errBaranwal, Mayank; Garg, Kunal; Panagou, Dimitra; Hero, Alfred O.
errShare
errSave
Assessment of the Feasibility of Using Noninvasive Wearable Biometric Monitoring Sensors to Detect Influenza and the Common Cold Before Symptom Onset
errJAMA NETWORK OPEN
IF9.7
err2021-09-29
err34
errOAAI
errGrzesiak, 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
errShare
errSave
A data value metric for quantifying information content and utility
errJOURNAL OF BIG DATA
IF6.4
err2021-06-05
err8
errOAAI
errNoshad, Morteza; Choi, Jerome; Sun, Yuming; Hero, Alfred, III; Dinov, Ivo D.
errShare
errSave
Hierarchical Network Models for Exchangeable Structured Interaction Processes
errJOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
IF3
err2021-05-10
err4
errOAAI
errDempsey, Walter; Oselio, Brandon; Hero, Alfred
errShare
errSave
On sparse identification of complex dynamical systems: A study on discovering influential reactions in chemical reaction networks
errFUEL
IF7.5
err2020-11-01
err5
errOAAI
errHarirchi, Farshad; Kim, Doohyun; Khalil, Omar; Liu, Sijia; Elvati, Paolo; Baranwal, Mayank; Hero, Alfred; Violi, Angela
errShare
errSave
A Primer on Zeroth-Order Optimization in Signal Processing and Machine Learning Principals, recent advances, and applications
errIEEE SIGNAL PROCESSING MAGAZINE
IF9.6
err2020-09-01
err94
errOAAI
errLiu, Sijia; Chen, Pin-Yu; Kailkhura, Bhavya; Zhang, Gaoyuan; Hero, Alfred O., III; Varshney, Pramod K.
errShare
errSave
Solar Flare Intensity Prediction With Machine Learning Models
errSPACE WEATHER-THE INTERNATIONAL JOURNAL OF RESEARCH AND APPLICATIONS
IF3.5
err2020-07-10
err36
errOAAI
errJiao, Zhenbang; Sun, Hu; Wang, Xiantong; Manchester, Ward; Gombosi, Tamas; Hero, Alfred; Chen, Yang
errShare
errSave
Predicting Solar Flares with Machine Learning: Investigating Solar Cycle Dependence
errASTROPHYSICAL JOURNAL
IF5.4
err2020-05-19
err52
errOAAI
errWang, Xiantong; Chen, Yang; Toth, Gabor; Manchester, Ward B.; Gombosi, Tamas, I; Hero, Alfred O.; Jiao, Zhenbang; Sun, Hu; Jin, Meng; Liu, Yang
errShare
errSave
Expectation-propagation for weak radionuclide identification at radiation portal monitors
errSCIENTIFIC REPORTS
IF3.9
err2020-04-22
err6
errOAAI
errAltmann, Yoann; Di Fulvio, Angela; Paff, Marc G.; Clarke, Shaun D.; Davies, Mike E.; McLaughlin, Stephen; Hero, Alfred O.; Pozzi, Sara A.
errShare
errSave
Identifying Solar Flare Precursors Using Time Series of SDO/HMI Images and SHARP Parameters
errSPACE WEATHER-THE INTERNATIONAL JOURNAL OF RESEARCH AND APPLICATIONS
IF3.5
err2019-10-14
err87
errOAAI
errChen, Yang; Manchester, Ward B.; Hero, Alfred O.; Toth, Gabor; DuFumier, Benoit; Zhou, Tian; Wang, Xiantong; Zhu, Haonan; Sun, Zeyu; Gombosi, Tamas, I
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
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H. Vincent Poor
H-index: 176 · Papers: 3.8K
L
Ling Shao
H-index: 124 · Papers: 1.1K
R
Rama Chellappa
H-index: 117 · Papers: 1.3K
V
Vance G. Fowler
H-index: 113 · Papers: 700
Y
Yonina C. Eldar
H-index: 105 · Papers: 1.5K
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