default search action
Andrew C. Parnell
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
- [j16]Mateus Maia
, Keefe Murphy, Andrew C. Parnell
GP-BART: A novel Bayesian additive regression trees approach using Gaussian processes. Comput. Stat. Data Anal. 190: 107858 (2024) - [j15]Amin Shoari Nejad
SERT: A transformer based model for multivariate temporal sensor data with missing values for environmental monitoring. Comput. Geosci. 188: 105601 (2024) - [j14]Alan Inglis
Visualisations for Bayesian Additive Regression Trees. J. Data Sci. Stat. Vis. 4(1) (2024) - [i15]Rocío Alaíz-Rodríguez, Andrew C. Parnell
An information theoretic approach to quantify the stability of feature selection and ranking algorithms. CoRR abs/2402.05295 (2024) - [i14]Alan Inglis, Andrew Parnell
Machine Learning Applied to the Detection of Mycotoxin in Food: A Review. CoRR abs/2404.15387 (2024) - [i13]Nathan McJames, Ann O'Shea, Andrew Parnell:
Bayesian Causal Forests for Longitudinal Data: Assessing the Impact of Part-Time Work on Growth in High School Mathematics Achievement. CoRR abs/2407.11927 (2024) - 2023
- [j13]Alan Inglis
vivid: An R package for Variable Importance and Variable Interactions Displays for Machine Learning Models. R J. 15(2): 344-361 (2023) - [j12]Mimi Zhang
Review of Clustering Methods for Functional Data. ACM Trans. Knowl. Discov. Data 17(7): 91:1-91:34 (2023) - [c1]Eleni Zavrakli, Andrew Parnell
Output Feedback Reinforcement Learning for Temperature Control in a Fused Deposition Modelling Additive Manufacturing System. CoDIT 2023: 1483-1487 - [i12]Antônia A. L. Dos Santos, Danilo A. Sarti, Rafael A. Moral, Andrew C. Parnell
Bayesian Additive Main Effects and Multiplicative Interaction Models using Tensor Regression for Multi-environmental Trials. CoRR abs/2301.03655 (2023) - [i11]Nathan McJames, Andrew C. Parnell
Bayesian Causal Forests for Multivariate Outcomes: Application to Irish Data From an International Large Scale Education Assessment. CoRR abs/2303.04874 (2023) - [i10]Amin Shoari Nejad, Rocío Alaíz-Rodríguez, Gerard D. McCarthy, Brian Kelleher, Anthony Grey, Andrew C. Parnell:
SERT: A Transfomer Based Model for Spatio-Temporal Sensor Data with Missing Values for Environmental Monitoring. CoRR abs/2306.03042 (2023) - 2022
- [j11]Alan Inglis
Visualizing Variable Importance and Variable Interaction Effects in Machine Learning Models. J. Comput. Graph. Stat. 31(3): 766-778 (2022) - [i9]Mateus Maia, Keefe Murphy, Andrew C. Parnell
GP-BART: a novel Bayesian additive regression trees approach using Gaussian processes. CoRR abs/2204.02112 (2022) - [i8]Bruna D. Wundervald, Andrew C. Parnell
Hierarchical Embedded Bayesian Additive Regression Trees. CoRR abs/2204.07207 (2022) - [i7]Antônia A. L. Dos Santos, Rafael A. Moral, Danilo A. Sarti, Andrew C. Parnell
Variational Inference for Additive Main and Multiplicative Interaction Effects Models. CoRR abs/2207.00011 (2022) - [i6]Anthony Gibbons, Ian Donohue, Courtney E. Gorman, Emma King, Andrew Parnell
NEAL: An open-source tool for audio annotation. CoRR abs/2212.01457 (2022) - 2021
- [j10]Prerna Tewari, Eugene Kashdan
Estimating the conditional probability of developing human papilloma virus related oropharyngeal cancer by combining machine learning and inverse Bayesian modelling. PLoS Comput. Biol. 17(8) (2021) - [j9]Estevão B. Prado
Bayesian additive regression trees with model trees. Stat. Comput. 31(3): 20 (2021) - [i5]Mimi Zhang, Andrew Parnell, Dermot Brabazon, Alessio Benavoli:
Bayesian Optimisation for Sequential Experimental Design with Applications in Additive Manufacturing. CoRR abs/2107.12809 (2021) - [i4]Estevão B. Prado
Semi-parametric Bayesian Additive Regression Trees. CoRR abs/2108.07636 (2021) - 2020
- [j8]Rocío Alaíz-Rodríguez
A Machine Learning Approach for Lamb Meat Quality Assessment Using FTIR Spectra. IEEE Access 8: 52385-52394 (2020) - [j7]Bruna D. Wundervald
Generalizing Gain Penalization for Feature Selection in Tree-Based Models. IEEE Access 8: 190231-190239 (2020) - [j6]Gonzalo Molpeceres Barrientos, Rocío Alaíz-Rodríguez, Víctor González-Castro, Andrew C. Parnell
Machine Learning Techniques for the Detection of Inappropriate Erotic Content in Text. Int. J. Comput. Intell. Syst. 13(1): 591-603 (2020) - [j5]Rocío Alaíz-Rodríguez, Andrew C. Parnell
An information theoretic approach to quantify the stability of feature selection and ranking algorithms. Knowl. Based Syst. 195: 105745 (2020) - [i3]Estevão B. Prado, Rafael A. Moral, Andrew C. Parnell:
Bayesian Additive Regression Trees with Model Trees. CoRR abs/2006.07493 (2020) - [i2]Bruna D. Wundervald, Andrew C. Parnell, Katarina Domijan:
Generalizing Gain Penalization for Feature Selection in Tree-based Models. CoRR abs/2006.07515 (2020)
2010 – 2019
- 2019
- [j4]Damien McParland, Szymon Baron, Sarah O'Rourke, Denis Dowling
Prediction of tool-wear in turning of medical grade cobalt chromium molybdenum alloy (ASTM F75) using non-parametric Bayesian models. J. Intell. Manuf. 30(3): 1259-1270 (2019) - 2018
- [j3]Emma Howard
Contrasting prediction methods for early warning systems at undergraduate level. Internet High. Educ. 37: 66-75 (2018) - [j2]Belinda Hernández
Bayesian Additive Regression Trees using Bayesian model averaging. Stat. Comput. 28(4): 869-890 (2018) - [i1]Yuanzhi Huang, Eamonn Ahearne, Szymon Baron, Andrew Parnell:
An Evaluation of Methods for Real-Time Anomaly Detection using Force Measurements from the Turning Process. CoRR abs/1812.09178 (2018) - 2016
- [j1]Kevin C. Rue-Albrecht
GOexpress: an R/Bioconductor package for the identification and visualisation of robust gene ontology signatures through supervised learning of gene expression data. BMC Bioinform. 17: 126 (2016)
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 2024-08-25 20:07 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: