default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDMichelle Girvan
Person information
- affiliation: University of Maryland, College Park, USA
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
[j6]Alexander Wikner
, Joseph Harvey, Michelle Girvan, Brian R. Hunt, Andrew Pomerance, Thomas M. Antonsen Jr., Edward Ott:
Stabilizing machine learning prediction of dynamics: Novel noise-inspired regularization tested with reservoir computing. Neural Networks 170: 94-110 (2024)- [i17]Ravi Chepuri, Dael Amzalag, Thomas M. Antonsen Jr., Michelle Girvan:
Hybridizing Traditional and Next-Generation Reservoir Computing to Accurately and Efficiently Forecast Dynamical Systems. CoRR abs/2403.18953 (2024) - 2023
- [c5]Matthew S. Evanusa, Vaishnavi Patil, Michelle Girvan, Joel Goodman, Cornelia Fermüller, Yiannis Aloimonos:
t-ConvESN: Temporal Convolution-Readout for Random Recurrent Neural Networks. ICANN (6) 2023: 140-151 - 2022
- [j5]Matthew Evanusa, Snehesh Shrestha, Vaishnavi Patil, Cornelia Fermüller, Michelle Girvan, Yiannis Aloimonos:
Deep-Readout Random Recurrent Neural Networks for Real-World Temporal Data. SN Comput. Sci. 3(3): 222 (2022) - [i16]Alexander Wikner, Brian R. Hunt, Joseph Harvey, Michelle Girvan, Edward Ott:
Stabilizing Machine Learning Prediction of Dynamics: Noise and Noise-inspired Regularization. CoRR abs/2211.05262 (2022) - 2021
- [i15]Alexander Wikner, Jaideep Pathak, Brian R. Hunt, Istvan Szunyogh, Michelle Girvan, Edward Ott:
Using Data Assimilation to Train a Hybrid Forecast System that Combines Machine-Learning and Knowledge-Based Components. CoRR abs/2102.07819 (2021) - [i14]Keshav Srinivasan, Nolan Coble, Joy Hamlin, Thomas M. Antonsen Jr., Edward Ott, Michelle Girvan:
Parallel Machine Learning for Forecasting the Dynamics of Complex Networks. CoRR abs/2108.12129 (2021) - [i13]Daniel Canaday, Andrew Pomerance, Michelle Girvan:
A Meta-learning Approach to Reservoir Computing: Time Series Prediction with Limited Data. CoRR abs/2110.03722 (2021) - 2020
- [j4]Pantelis-Rafail Vlachas, Jaideep Pathak, Brian R. Hunt, Themistoklis P. Sapsis, Michelle Girvan, Edward Ott, Petros Koumoutsakos:
Backpropagation algorithms and Reservoir Computing in Recurrent Neural Networks for the forecasting of complex spatiotemporal dynamics. Neural Networks 126: 191-217 (2020) - [i12]Alexander Wikner, Jaideep Pathak, Brian R. Hunt, Michelle Girvan, Troy Arcomano, Istvan Szunyogh, Andrew Pomerance, Edward Ott:
Combining Machine Learning with Knowledge-Based Modeling for Scalable Forecasting and Subgrid-Scale Closure of Large, Complex, Spatiotemporal Systems. CoRR abs/2002.05514 (2020) - [i11]Matthew Evanusa, Snehesh Shrestha, Michelle Girvan, Cornelia Fermüller, Yiannis Aloimonos:
Hybrid Backpropagation Parallel Reservoir Networks. CoRR abs/2010.14611 (2020)
2010 – 2019
- 2019
- [c4]Sanjukta Krishnagopal, Garrett E. Katz, Michelle Girvan, James A. Reggia:
Encoding of a Chaotic Attractor in a Reservoir Computer: A Directional Fiber Investigation. IJCNN 2019: 1-8 - [i10]David Darmon, William Rand, Michelle Girvan:
Computational landscape of user behavior on social media. CoRR abs/1901.08941 (2019) - [i9]Pantelis-Rafail Vlachas, Jaideep Pathak, Brian R. Hunt, Themistoklis P. Sapsis, Michelle Girvan, Edward Ott, Petros Koumoutsakos:
Forecasting of Spatio-temporal Chaotic Dynamics with Recurrent Neural Networks: a comparative study of Reservoir Computing and Backpropagation Algorithms. CoRR abs/1910.05266 (2019) - [i8]Sanjukta Krishnagopal, Michelle Girvan, Edward Ott, Brian R. Hunt:
Separation of Chaotic Signals by Reservoir Computing. CoRR abs/1910.10080 (2019) - 2018
- [j3]Sanjukta Krishnagopal, Yiannis Aloimonos, Michelle Girvan:
Similarity Learning and Generalization with Limited Data: A Reservoir Computing Approach. Complex. 2018: 6953836:1-6953836:15 (2018) - [i7]Jaideep Pathak, Alexander Wikner, Rebeckah Fussell, Sarthak Chandra, Brian R. Hunt, Michelle Girvan, Edward Ott:
Hybrid Forecasting of Chaotic Processes: Using Machine Learning in Conjunction with a Knowledge-Based Model. CoRR abs/1803.04779 (2018) - 2016
- [i6]Keith Burghardt, Emanuel F. Alsina, Michelle Girvan, William Rand, Kristina Lerman:
The Myopia of Crowds: A Study of Collective Evaluation on Stack Exchange. CoRR abs/1602.07388 (2016) - 2015
- [j2]David Darmon, Michelle Girvan:
Complexity-Regularized Regression for Serially-Correlated Residuals with Applications to Stock Market Data. Entropy 17(1): 1-27 (2015) - [j1]Kimberly Glass, Michelle Girvan:
Finding New Order in Biological Functions from the Network Structure of Gene Annotations. PLoS Comput. Biol. 11(11) (2015) - [c3]Jimpei Harada, David Darmon, Michelle Girvan, William Rand:
Forecasting High Tide: Predicting Times of Elevated Activity in Online Social Media. ASONAM 2015: 504-507 - 2014
- [i5]Keith Burghardt, William Rand, Michelle Girvan:
Competing Opinions and Stubborness: Connecting Models to Data. CoRR abs/1411.7415 (2014) - [i4]Andrew Melchionna, Jesus Caloca, Shane Squires, Thomas M. Antonsen Jr., Edward Ott, Michelle Girvan:
The Impact of Imperfect Information on Network Attack. CoRR abs/1412.3204 (2014) - 2013
- [c2]Hao Wang, Geet Duggal, Rob Patro, Michelle Girvan, Sridhar Hannenhalli, Carl Kingsford:
Topological properties of chromosome conformation graphs reflect spatial proximities within chromatin. BCB 2013: 306 - [c1]David Darmon, Jared Sylvester, Michelle Girvan, William Rand:
Predictability of User Behavior in Social Media: Bottom-Up v. Top-Down Modeling. SocialCom 2013: 102-107 - [i3]David Darmon, Jared Sylvester, Michelle Girvan, William Rand:
Predictability of User Behavior in Social Media: Bottom-Up v. Top-Down Modeling. CoRR abs/1306.6111 (2013) - [i2]John Platig, Edward Ott, Michelle Girvan:
Robustness of Network Measures to Link Errors. CoRR abs/1309.4720 (2013) - [i1]Ari Zitin, Alex Gorowora, Shane Squires, Mark Herrera, Thomas M. Antonsen Jr., Michelle Girvan, Edward Ott:
Spatially embedded growing small-world networks. CoRR abs/1312.7165 (2013)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-04 20:00 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
