default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDDaniel P. Berrar
Person information
- affiliation: Tokyo Institute of Technology, Interdisciplinary Graduate School of Science and Engineering
SPARQL queries 
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
[j26]Daniel Berrar
, Philippe Lopes, Werner Dubitzky:
A data- and knowledge-driven framework for developing machine learning models to predict soccer match outcomes. Mach. Learn. 113(10): 8165-8204 (2024)- 2022
- [j25]Daniel Berrar:
Using p-values for the comparison of classifiers: pitfalls and alternatives. Data Min. Knowl. Discov. 36(3): 1102-1139 (2022) - 2021
- [j24]Daniel Berrar, Werner Dubitzky:
Deep learning in bioinformatics and biomedicine. Briefings Bioinform. 22(2): 1513-1514 (2021) - [j23]Chayut Wiwatcharakoses, Daniel Berrar:
A self-organizing incremental neural network for continual supervised learning. Expert Syst. Appl. 185: 115662 (2021) - 2020
- [j22]Chayut Wiwatcharakoses, Daniel Berrar:
SOINN+, a Self-Organizing Incremental Neural Network for Unsupervised Learning from Noisy Data Streams. Expert Syst. Appl. 143 (2020)
2010 – 2019
- 2019
- [j21]Daniel Berrar, Werner Dubitzky:
Should significance testing be abandoned in machine learning? Int. J. Data Sci. Anal. 7(4): 247-257 (2019) - [j20]Daniel Berrar, Philippe Lopes, Jesse Davis, Werner Dubitzky:
Guest editorial: special issue on machine learning for soccer. Mach. Learn. 108(1): 1-7 (2019) - [j19]Werner Dubitzky, Philippe Lopes, Jesse Davis, Daniel Berrar:
The Open International Soccer Database for machine learning. Mach. Learn. 108(1): 9-28 (2019) - [j18]Daniel Berrar, Philippe Lopes, Werner Dubitzky:
Incorporating domain knowledge in machine learning for soccer outcome prediction. Mach. Learn. 108(1): 97-126 (2019) - [c9]Chayut Wiwatcharakoses, Daniel Berrar:
Self-Organizing Incremental Neural Networks for Continual Learning. IJCAI 2019: 6476-6477 - [r4]Daniel Berrar:
Bayes' Theorem and Naive Bayes Classifier. Encyclopedia of Bioinformatics and Computational Biology (1) 2019: 403-412 - [r3]Daniel Berrar:
Cross-Validation. Encyclopedia of Bioinformatics and Computational Biology (1) 2019: 542-545 - [r2]Daniel Berrar:
Performance Measures for Binary Classification. Encyclopedia of Bioinformatics and Computational Biology (1) 2019: 546-560 - [r1]Daniel Berrar:
Introduction to the Non-Parametric Bootstrap. Encyclopedia of Bioinformatics and Computational Biology (1) 2019: 766-773 - 2017
- [j17]Daniel P. Berrar, Philippe Lopes, Werner Dubitzky:
Caveats and pitfalls in crowdsourcing research: the case of soccer referee bias. Int. J. Data Sci. Anal. 4(2): 143-151 (2017) - [j16]Daniel Berrar:
Confidence curves: an alternative to null hypothesis significance testing for the comparison of classifiers. Mach. Learn. 106(6): 911-949 (2017) - [c8]Daniel P. Berrar, Werner Dubitzky:
On the Jeffreys-Lindley Paradox and the Looming Reproducibility Crisis in Machine Learning. DSAA 2017: 334-340 - 2016
- [j15]Daniel Berrar:
Learning from automatically labeled data: case study on click fraud prediction. Knowl. Inf. Syst. 46(2): 477-490 (2016) - [c7]Daniel Berrar:
On the Noise Resilience of Ranking Measures. ICONIP (2) 2016: 47-55 - 2014
- [j14]Daniel P. Berrar:
An Empirical Evaluation of Ranking Measures With Respect to Robustness to Noise. J. Artif. Intell. Res. 49: 241-267 (2014) - [j13]Richard Jayadi Oentaryo, Ee-Peng Lim, Michael Finegold, David Lo, Feida Zhu, Clifton Phua, Eng-Yeow Cheu, Ghim-Eng Yap, Kelvin Sim, Minh Nhut Nguyen, Kasun S. Perera, Bijay Neupane, Mustafa Amir Faisal, Zeyar Aung, Wei Lee Woon, Wei Chen, Dhaval Patel, Daniel Berrar:
Detecting click fraud in online advertising: a data mining approach. J. Mach. Learn. Res. 15(1): 99-140 (2014) - [e2]Huiru Jane Zheng, Werner Dubitzky, Xiaohua Hu, Jin-Kao Hao, Daniel P. Berrar, Kwang-Hyun Cho, Yadong Wang, David R. Gilbert:
2014 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2014, Belfast, United Kingdom, November 2-5, 2014. IEEE Computer Society 2014, ISBN 978-1-4799-5669-2 [contents] - 2013
- [j12]Daniel P. Berrar, José Antonio Lozano:
Significance tests or confidence intervals: which are preferable for the comparison of classifiers? J. Exp. Theor. Artif. Intell. 25(2): 189-206 (2013) - [j11]Daniel Peter Berrar, Alfons Schuster:
Computing machinery and creativity: lessons learned from the Turing test. Kybernetes 43(1) (2013) - [j10]Daniel P. Berrar, Akihiko Konagaya, Alfons Schuster:
Turing Test Considered Mostly Harmless. New Gener. Comput. 31(4): 241-263 (2013) - 2012
- [j9]Daniel P. Berrar, Peter A. Flach:
Caveats and pitfalls of ROC analysis in clinical microarray research (and how to avoid them). Briefings Bioinform. 13(1): 83-97 (2012) - [c6]Daniel P. Berrar:
Null QQ plots: A simple graphical alternative to significance testing for the comparison of classifiers. ICPR 2012: 1852-1855 - 2011
- [j8]Alfons Schuster, Daniel P. Berrar:
The Omnipresent Computing Menace to Information Society. J. Adv. Comput. Intell. Intell. Informatics 15(7): 786-792 (2011) - [j7]Daniel P. Berrar, Georg Ohmayer:
Multidimensional scaling with discrimination coefficients for supervised visualization of high-dimensional data. Neural Comput. Appl. 20(8): 1211-1218 (2011) - 2010
- [j6]Daniel P. Berrar, Naoyuki Sato, Alfons Schuster:
Artificial Intelligence in Neuroscience and Systems Biology: Lessons Learnt, Open Problems, and the Road Ahead. Adv. Artif. Intell. 2010: 578309:1-578309:2 (2010) - [j5]Daniel P. Berrar, Naoyuki Sato, Alfons Schuster:
Quo Vadis, Artificial Intelligence? Adv. Artif. Intell. 2010: 629869:1-629869:12 (2010)
2000 – 2009
- 2006
- [j4]Daniel P. Berrar, Ian Bradbury, Werner Dubitzky:
Avoiding model selection bias in small-sample genomic datasets. Bioinform. 22(10): 1245-1250 (2006) - [j3]Daniel P. Berrar, Ian Bradbury, Werner Dubitzky:
Instance-based concept learning from multiclass DNA microarray data. BMC Bioinform. 7: 73 (2006) - [j2]Jeyakumar Natarajan, Daniel P. Berrar, Werner Dubitzky, Catherine J. Hack, Yonghong Zhang, Catherine DeSesa, James R. Van Brocklyn, Eric G. Bremer:
Text mining of full-text journal articles combined with gene expression analysis reveals a relationship between sphingosine-1-phosphate and invasiveness of a glioblastoma cell line. BMC Bioinform. 7: 373 (2006) - [c5]Cândida G. Silva, Vitaliy Ostropytskyy, Nuno Loureiro-Ferreira, Daniel P. Berrar, Martin T. Swain, Werner Dubitzky, Rui M. M. Brito:
P-found: The Protein Folding and Unfolding Simulation Repository. CIBCB 2006: 1-8 - [c4]Daniel P. Berrar, Werner Dubitzky:
Neural Plasma. IFIP AI 2006: 159-168 - [e1]Eric G. Bremer, Jörg Hakenberg, Eui-Hong Han, Daniel P. Berrar, Werner Dubitzky:
Knowledge Discovery in Life Science Literature, PAKDD 2006 International Workshop, KDLL 2006, Singapore, April 9, 2006, Proceedings. Lecture Notes in Computer Science 3886, Springer 2006, ISBN 3-540-32809-2 [contents] - 2005
- [j1]Daniel P. Berrar, Brian Sturgeon, Ian Bradbury, C. Stephen Downes, Werner Dubitzky:
Survival Trees for Analyzing Clinical Outcome in Lung Adenocarcinomas Based on Gene Expression Profiles: Identification of Neogenin and Diacylglycerol Kinase Expression as Critical Factors. J. Comput. Biol. 12(5): 534-544 (2005) - [c3]Frederic T. Stahl, Daniel P. Berrar, Cândida G. Silva, R. J. Rodrigues, Rui M. M. Brito, Werner Dubitzky:
Grid warehousing of molecular dynamics protein unfolding data. CCGRID 2005: 496-503 - 2003
- [c2]Daniel P. Berrar, C. Stephen Downes, Werner Dubitzky:
A Probabilistic Neural Network for Gene Selection and Classification of Microarray Data. IC-AI 2003: 342-352 - [c1]Daniel P. Berrar, C. Stephen Downes, Werner Dubitzky:
Multiclass Cancer Classification Using Gene Expression Profiling and Probabilistic Neural Networks. Pacific Symposium on Biocomputing 2003: 5-16
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 2024-12-10 21:43 CET 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:
