Kurum Yazarı "Germen, Emin" Makale Koleksiyonu İçin Listeleme
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Case studies on the use of neural networks in eutrophication modeling
Karul, C; Soyupak, S; Çilesiz, AF; AkbAy, Nuran; Germen, Emin (Elsevier Science BV, 2000)Artificial neural networks are becoming more and more common to be used in development of prediction models for complex systems as the theory behind them develops and the processing power of computers increase. A three ... -
A Novel Approach For Learning Rate in Self Orginizing Map (Som)
Germen, Emin (2018)The performance of resultant topological structure of Kohonen Self Organizing Map SOM is highly dependent of the learning rate and neighborhood parameters. In literature there are plenty many different types of approaches ... -
A Self Organizing Map Based Approach for Congestion Avoidance in Autonomous Ip Networks
Yelbasi, Özen; Germen, Emin (Acad Sciences Czech Republic, Inst Computer Science, 2015)This work presents a Self Organizing Map (SOM) based queue management approach against congestion in autonomous Internet Protocol (IP) networks. The new queue management approach is proposed with consideration to the pros ... -
Sound based induction motor fault diagnosis using Kohonen self-organizing map
Germen, Emin; Başaran, Murat; Fidan, Mehmet (Academic Press LTD- Elsevier Science LTD, 2014)The induction motors, which have simple structures and design, are the essential elements of the industry. Their long-lasting utilization in critical processes possibly causes unavoidable mechanical and electrical defects ... -
Subspace-Based Identification of Acoustic Noise Spectra in Induction Motors
Akçay, Hüseyin; Germen, Emin (IEEE-Inst Electrical Electronics Engineers Inc, 2015)In this paper, we study the identification of acoustic noise spectra in induction motors by using a recently developed frequency-domain cross-power spectrum estimation algorithm. This algorithm is a noniterative high-resolution ...