Zobrazeno 1 - 10
of 17
pro vyhledávání: '"Sureyya Ozogur-Akyuz"'
Autor:
Tamer Ölmez, Zümray Dokur, Farouk Elsallak, Melisa Caliskan, Nerses Bebek, Adil Deniz Duru, Ceylan Demir, Tuğba Bostancı, Mohammad Shkokani, Sureyya Ozogur-Akyuz, Gizem Yilmaz, Muhammad Ammar Ali, Can Ergün
Publikováno v:
Computational Intelligence. 38:1163-1182
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::1201e31741f8e7926b9c2d6ad9fbc554
https://doi.org/10.1111/coin.12444
https://doi.org/10.1111/coin.12444
Publikováno v:
Information Sciences. 557:373-381
Ensemble machine learning methods are frequently used for classification problems and it is known that they may boost the prediction accuracy. Support Vector Machines are widely used as base classifiers during the construction of different types of e
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::651cc640f43091ee6b28dab12eca843b
https://doi.org/10.1016/j.ins.2019.02.045
https://doi.org/10.1016/j.ins.2019.02.045
Publikováno v:
Computational Intelligence. 36:297-319
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::3f5d7aa503a39d7fcb37e8a29f60f44c
https://doi.org/10.1111/coin.12267
https://doi.org/10.1111/coin.12267
Publikováno v:
IEEE Transactions on Fuzzy Systems. 28:85-91
Brain-computer interface (BCI) assists communication for the disabled and handicapped. It is usually electroencephalogram (EEG) based and uses motor imagery (MI) in its operation. EEG signals are known for being nonstationary and are sensitive to art
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::93d946eeb61d906bfe46ad95c75fae41
https://doi.org/10.1109/tfuzz.2019.2900859
https://doi.org/10.1109/tfuzz.2019.2900859
Publikováno v:
2021 13th International Conference on Electrical and Electronics Engineering (ELECO).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::aa07693292f1815f5190f7428cc9606c
https://doi.org/10.23919/eleco54474.2021.9677845
https://doi.org/10.23919/eleco54474.2021.9677845
Publikováno v:
SIU
In this study, a new mathematical model established with an ensemble-based approach, is proposed and applied to a large-scale data set consisting of three classes, whose features were extracted, obtained from birthday tweets. In this model, bagging m
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::6b932dbee0eaee15bf73d6c176b2fa5a
https://doi.org/10.1109/siu53274.2021.9478033
https://doi.org/10.1109/siu53274.2021.9478033
Publikováno v:
2019 11th International Conference on Electrical and Electronics Engineering (ELECO).
The growing consensus is that creativity is associated with connectivity across multiple neural networks including, but not restricted to, networks involved in executive and cognitive control along with regions closely linked to the Default Mode Netw
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::504bdc90d8194890d9d237e21f052792
https://doi.org/10.23919/eleco47770.2019.8990509
https://doi.org/10.23919/eleco47770.2019.8990509
Publikováno v:
Machine Learning. 101:253-269
Ensemble learning is a method of combining learners to obtain more reliable and accurate predictions in supervised and unsupervised learning. However, the ensemble sizes are sometimes unnecessarily large which leads to additional memory usage, comput
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::77e7b41f2a8adcd38b52da7015ea842b
https://doi.org/10.1007/s10994-014-5477-5
https://doi.org/10.1007/s10994-014-5477-5
Publikováno v:
Birth Defects Research Part C: Embryo Today: Reviews. 87:165-181
An emerging research area in computational biology and biotechnology is devoted to mathematical modeling and prediction of gene-expression patterns; it nowadays requests mathematics to deeply understand its foundations. This article surveys data mini
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3e5c3f52c1c08b215a31b43ad60b8219
https://doi.org/10.1002/bdrc.20151
https://doi.org/10.1002/bdrc.20151
Autor:
Gerhard-Wilhelm Weber, S. Z. Alparslan-Gök, Başak Akteke-Öztürk, Pakize Taylan, Sureyya Ozogur-Akyuz
Publikováno v:
TOP. 16:284-318
This mathematical contribution is addressed towards the wide interface of life and human sciences that exists between biological and environmental information. Like very few other disciplines only, the modeling and prediction of genetical data is req
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::3208c45e21044784b5804aeb5818f7b9
https://doi.org/10.1007/s11750-008-0052-5
https://doi.org/10.1007/s11750-008-0052-5