Zobrazeno 1 - 10
of 12
pro vyhledávání: '"Sureyya Akyuz"'
Autor:
Musaab Osamah Anwer, Sureyya Akyuz
Publikováno v:
2022 30th Signal Processing and Communications Applications Conference (SIU).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::9d54dee76e2d8b4bd74017b9750b8fee
https://doi.org/10.1109/siu55565.2022.9864955
https://doi.org/10.1109/siu55565.2022.9864955
Autor:
Pinar Karadayi Atas, Sureyya Akyuz
Fusion of algorithms has recently taken attention in machine learning studies because of its power coming from community decision instead of single decision maker. One of the crucial questions in aggregation of algorithms is that which and how many m
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::b79b28a4a7253e94a5ef6e4e0053e24e
https://doi.org/10.22541/au.164864777.78652033/v1
https://doi.org/10.22541/au.164864777.78652033/v1
The real estate sector is evolving and changing rapidly with the increase in housing demand, and new luxury housing projects appear every day. The reliability of housing market investments is largely dependent on accurate pricing. The aim of this stu
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::4f17aaadcfff9b91c28d96f63f75e830
https://doi.org/10.22541/au.160284063.37909495/v1
https://doi.org/10.22541/au.160284063.37909495/v1
Autor:
Sureyya Akyuz, Pinar Karadayi Atas
Ensemble feature selection and multiple classifier systems have recently gained importance in machine learning. Ensemble learning improves learning ability by combining several models, an improvement which leads to better predictive performance than
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::442c4568d725668351bb36ff62f03ef4
https://doi.org/10.22541/au.160120622.23149162
https://doi.org/10.22541/au.160120622.23149162
Publikováno v:
EngOpt 2018 Proceedings of the 6th International Conference on Engineering Optimization ISBN: 9783319977720
Sparse models are preferred in machine learning problems because of their computational interpretability and it is seen in many applications such as in Google Page Rank, classification and regression problems, in the method of Principal Component Ana
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::b265125e653c6f7c5d116b8091d4e735
https://doi.org/10.1007/978-3-319-97773-7_67
https://doi.org/10.1007/978-3-319-97773-7_67
Autor:
Sureyya Akyuz, Birsen Eygi Erdogan
Publikováno v:
Contributions to Statistics ISBN: 9783319732404
Support Vector Machines (SVMs) are one of the most popular classification methods developed in recent years which have various application fields of research with diverse types of data sets. Longitudinal type of data is one of these types where a gre
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::6341957322d212cbfca9b31e96d457e6
https://doi.org/10.1007/978-3-319-73241-1_6
https://doi.org/10.1007/978-3-319-73241-1_6
Publikováno v:
Machine Learning. 101:1-4
This special issue on “Data Analysis and Intelligent Optimization with Applications” follows a previous special issue of this journal on the interplay of Machine Learning and Optimization, “Model Selection and Optimization in ML” (Machine Lea
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::206c9fb0cf00ce3e85cd408f46439731
https://doi.org/10.1007/s10994-015-5523-y
https://doi.org/10.1007/s10994-015-5523-y
Autor:
Buse Cisil Otar, Sureyya Akyuz
Publikováno v:
SIU
The aim of clustering is to group objects which have common features within the group but have dissimilarities with other groups. Clustering algorithms involve finding a common structure without using any label, similarly like other unsupervised meth
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::0c90d0c2754e38cfbf8f679cfbe6c8cb
https://doi.org/10.1109/siu.2017.7960636
https://doi.org/10.1109/siu.2017.7960636
Due to copyright restrictions, the access to the full text of this article is only available via subscription. The interplay of machine learning (ML) and optimization methods is an emerging field of artificial intelligence. Both ML and optimization a
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::09be75be93b3ca5a9522b631e528f67f
https://hdl.handle.net/10679/4077
https://hdl.handle.net/10679/4077
The aim of this study is to find a mechanism so that massive outreach is attained for funding cultural heritage. What we propose is by no means a complete business model; it is based on the philosophy of creating solutions through relatively small co
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::8080b56bb2190c194f390369874dc761
https://aperta.ulakbim.gov.tr/record/85811
https://aperta.ulakbim.gov.tr/record/85811