Yazar "Bilgili, Erdem" için listeleme
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Breast Cancer Detection with Reduced Feature Set
Mert, Ahmet; Kılıç, Niyazi; Bilgili, Erdem; Akan, Aydın (Hindawi Ltd, 2015)This paper explores feature reduction properties of independent component analysis (ICA) on breast cancer decision support system. Wisconsin diagnostic breast cancer (WDBC) dataset is reduced to one-dimensional feature ... -
Determining the behaviour of high-rise structures with geodetic hybrid sensors
Pehlivan, Hüseyin; Aydın, Ömer; Gülal, Engin; Bilgili, Erdem (Taylor & Francis Ltd, 2015)Observing the normal oscillations and the behaviours of high-engineering structures has become almost a necessity in terms of construction security and human health. For this purpose, an real-time kinematic GPS (NovAtel ... -
Modeling of Methane Distribution in a Landfill Using Genetic Algorithms
Özcan, H. Kurtuluş; Balkaya, Nilgün; Bilgili, Erdem; Demir, Göksel; Uçan, O. Nuri; Bayat, Cuma (Mary Ann Liebert, Inc, 2009)Landfill gas (LFG) results from the biologic decomposition of municipal waste and consists of mostly methane (CH4) and carbon dioxide (CO2), as well as trace amounts of a variety of other compounds. In this study, the major ... -
Random subspace method with class separability weighting
Mert, Ahmet; Kılıç, Niyazi; Bilgili, Erdem (Wiley, 2016)The random subspace method (RSM) is one of the ensemble learning algorithms widely used in pattern classification applications. RSM has the advantages of small error rate and improved noise insensitivity due to ensemble ...
