262 results for “Image Processing, GPU, CUDA, Parallel Computing”
Research Article
Open Access Comparative Analysis of cVAE, cGAN, and LSTM Models for Music Generation Based on Weather Conditions
Nedim Karavdić, Karavdić N, Bećir Isaković , Isaković B
International Symposium on AI-Driven Engineering Systems 2025 https://doi.org/10.36287/setsci.22.11.001
Generative Artificial Intelligence is gaining popularity every day and uses contextual data to personalize and enhance user experiences. This paper explores music generation that is conditioned on weather. It influences musical compositions by connecting MIDI …
Research Article
Open Access Comparison of PID and FLC type controller designed for ohmic heating system
Buket Dinç, Dinç B, Köksal Erentürk, Erentürk K
Proceeding of the Cognitive Models and Artificial Intelligence Conference 2024 https://doi.org/10.36287/setsci.17.1.0020
In this study, mathematical modeling of an ohmic heating system has been done, firstly. Then, two different control approaches, PID and fuzzy logic control, have been considered to control of mathematically modeled ohmic heating system. An optimal PID controll…
Research Article
Open Access The Effect of the Visualization Type of Data Received from the X Platform on Manipulation Detection with Deep Learning
Hafzullah İş, İş H
Cognitive Models and Artificial Intelligence Conference 2023 https://doi.org/10.36287/setsci.6.1.031
Deep learning can provide successful results in detecting manipulations made with bot accounts on the X (Twitter) platform and preventing disinformation. As a method for applying deep learning algorithms, numerical values in the data set can be visualized and …
Research Article
Open Access SCA-GWO: A Hybrid Optimization Method Based on the PTS Technique for PAPR Mitigation in OFDM Systems
Taba Somia, Somia T, Benchana Mohamed Amine, Amine B, Redadaa Salah, Salah R, Ikni Samir, Samir I
Cognitive Models and Artificial Intelligence Conference 2023 https://doi.org/10.36287/setsci.6.1.028
This work suggests a newly developed partial transmit sequence (PTS) approach consisting of the hybridization of two efficient algorithms, namely, the grey wolf optimization (GWO) algorithm and the sine cosine algorithm (SCA). The SCAGWO-based PTS technique is…
Research Article
Open Access A Portable Low-Cost Electronic Stethoscope Design with Software Tools
Gizem Dokgöz, Dokgöz G, Fatma Susuz, Susuz F, Engin Kılıç, Kılıç E, Funda Çiftci, Çiftci F, Kenan Gençol, Gençol K
Proceeding of the 5th International Symposium on Innovative Approaches in Smart Technologies 2022 https://doi.org/10.36287/setsci.5.1.015
We have designed a portable low-cost stethoscope with software tools. It is aimed to pre-diagnose heart diseases in a short time without exposing the patient to detailed examinations and additional procedures such as electro-cardiography (ECG) or angiography. …
Research Article
Open Access The New Activation Function for Complex Valued Neural Networks: Complex Swish Function
Mehmet Çelebi, Çelebi M, Murat Ceylan, Ceylan M
4th International Symposium on Innovative Approaches in Engineering and Natural Sciences 2019 https://doi.org/10.36287/setsci.4.6.050
Complex-valued artificial neural network (CVANN) has been developed to process data with complex numbers directly. In a CVANN the weights, threshold, inputs and outputs are all complex numbers. The convergence of the CVANN back propagation algorithm depending …
Research Article
Open Access A New Method for Diagnostics of Faults of Three-phase Squirrel Cage Asynchronous Motor
Osman Zeki Erbahan, Erbahan O, İbrahim Aliskan, Aliskan İ, Rıdvan Keskin, Keskin R
4th International Symposium on Innovative Approaches in Engineering and Natural Sciences 2019 https://doi.org/10.36287/setsci.4.6.058
Asenkron motorlar, endüstrideki en yaygın kullanılan motorlardır. Çok avantajlı bir yapıda olduklarından üretim hatlarının her noktasında bulunurlar. Bu motorların arızalarını hızlı ve kolay bir şekilde tespit etmek arzu edilir. Bu makalede, asenkron motorları…
Research Article
Open Access 3D Reconstruction of Point Clouds and Solid Models from LiDAR and Digital Stereo Images
Abu Kamara, Kamara A, Sedat Doğan, Doğan S
4th International Symposium on Innovative Approaches in Engineering and Natural Sciences 2019 https://doi.org/10.36287/setsci.4.6.059
One of the fastest 3D data acquisition methods is LiDAR scanning technology. By using LiDAR scanners, 3D point clouds of the scanned seen is obtained easily. Although the scanning phase is fast, the meaningful and effective 3D visualization of the scene requir…
Research Article
Open Access MPAA Rating Prediction Based on Deep Learning
Caner BALIM, BALIM C, Ugur GUREL, GUREL U
3rd International Symposium on Innovative Approaches in Scientific Studies (Engineering and Natural Sciences) 2019
The Motion Picture Association of America(MPAA) is used in the United States to rate a film's compatibility via its content. These systems evaluate ratings according to the scenes in the movies. In this work, a deep learning based classification technique is p…
Research Article
Open Access Yeni Nesil Telsiz İletişim Sistemleri için Alternatif Modülasyon Adayları: F-QAM ve F-PSK
Birhan Mert Güney , Güney B, Furkan Durukan , Durukan F, Ali Özen , Özen A
3rd International Symposium on Innovative Approaches in Scientific Studies (Engineering and Natural Sciences) 2019
Bu bildiride, 5. Nesil (5th Generation, 5G) haberleşme sistemlerine aday modülasyon yöntemlerinden F-QAM ve FPSK modülasyonları incelenmektedir. F-QAM ve F-PSK modülasyonlarının tek taşıyıcılı haberleşme sistemlerinin başarımı üzerine etkileri incelenmektedir.…
Research Article
Open Access Kesme Hızı ve İlerlemenin Al-35Zn Alaşımının İşlenebilirliğine Etkisinin İncelenmesi
Ali Paşa Hekimoğlu, Hekimoğlu A, Şenol Bayraktar , Bayraktar Ş, Yakup Turgut, Turgut Y
2nd International Symposium on Innovative Approaches in Scientific Studies 2018
Bu çalışmada yüksek ticari saflıkta (%99,8) alüminyum ve çinko elementleri kullanılarak bir adet ikili Al-35Zn
alaşımı üretildi. Alaşım elementlerinin ergitilmesinde orta frekanslı bir indüksiyon ocağı kullanıldı. Ergimiş durumdaki sıvı metal oda
sıcaklığınd…
Research Article
Open Access The Investigation of Microstructure and Mechanical Properties of Austenitic Stainless Steel Joints Obtained by Different Welding Methods and Different Welding Parameters
Mehmet Ali Bayrak, Bayrak M, Volkan Onar, Onar V, Arzum Işıtan, Işıtan A
2nd International Symposium on Innovative Approaches in Scientific Studies 2018
In this study, two different welding methods as TIG and TIG Pulse are used for joining 304 series stainless steel
sheets having 2 mm thickness. In preparation of welded specimens were used three different welding currents ranging from 70
A to 110 A by rise o…
Research Article
Open Access HARDOX 400 ÇELİĞİNİN FARKLI İŞLEME PARAMETRELERİNDE ELEKTRO EROZYON TEZGÂHINDA BAKIR ELEKTROT İLE İŞLENEBİLİRLİĞİNİN DENEYSEL VE İSTATİKSEL OLARAK ARAŞTIRILMASI
Engin Nas, Nas E, Fuat Kara, Kara F, Nursel Altan Özbek, Altan Özbek N
2nd International Symposium on Innovative Approaches in Scientific Studies 2018
Hardox çelikler mükemmel aşınma direncine sahip, ultra yüksek mukavemetli, kayma ve darbe aşınmasına karşı dayanıklı
martensitik çeliklerdir. Madencilik ve inşaat mühendisliği endüstrisinde ağır makineler ana uygulama alanıdır. Bu çalışmada,
Hardox 400 çeliğ…
Research Article
Open Access The Determination of Tuber Yield and Some Agronomic Characteristics of Potato Breeding Lines and Varieties Grown in Winter Season in Cukurova Region
Halis Arıoğlu, Arıoğlu H, Halil Bakal, Bakal H, Bihter Onat, Onat B, Leyla Güllüoğlu, Güllüoğlu L, Mehmet Emin Çalışkan, Çalışkan M
2nd International Symposium on Innovative Approaches in Scientific Studies 2018
This study was conducted at the Cukurova University research farm in winter season between January and June in
Cukurova Region (Adana-Turkey) in 2018. The objective of this study was to determinate the tuber yield and some agronomic
characteristics of potato…
Research Article
Open Access Use of Potree and Cesium Platforms for Presentation of Point Clouds
Pınar Çivicioğlu, Çivicioğlu P, Mehmet Akif Günen, Günen M, Erkan Beşdok, Beşdok E
Ist International Symposium on Innovative Approaches in Scientific Studies 2018
Point Cloud is widely used in reverse engineering services and in many architectural works. Because the Point Clouds contain elements that reach the extreme numbers; they have increased the need to develop new methods in their management, presentation and proc…
Research Article
Open Access Increasing The Bioavailability of Green Tea Polyphenols by Encapsulation
Sevinç Tay, Tay S, Murat Yılmaztekin, Yılmaztekin M
Ist International Symposium on Innovative Approaches in Scientific Studies 2018
Green tea, is a product obtained from less or non-fermented leaves of Camellia sinensis than black or oolong tea. It has been reported that green tea has more health benefits compared to black and oolong teas which are more fermented. The main components that …
Research Article
Open Access Exploring Integrity in Javanese Islamic Sites Through Archival Study and the Lens of the HUL Paradigm
Karina Tucunan, Tucunan K
7th International Symposium on Innovation in Architecture, Planning and Design 2025 https://doi.org/10.36287/setsci.23.31.001
This paper explores the role of archival study in exploring site integrity within the Historic Urban Landscape (HUL) framework, using the case of Islamic heritage sites in Java, Indonesia. In contexts where material traces have been lost or obscured, archival …
Research Article
Open Access Investigation of Rammed Earth Research in the Context of Sustainable Building Materials with Performance Analysis
Yahya Melikoğlu, Melikoğlu Y, Fatma Şebnem Kuloğlu Yüksel, Kuloğlu Yüksel F, Sevilay Akalp, Akalp S
7th International Symposium on Innovation in Architecture, Planning and Design 2025 https://doi.org/10.36287/setsci.23.102.001
Throughout history, earth as one of the most basic building materials of architecture, has stood out as a culturally and environmentally sustainable resource thanks to its local availability, compatibility with natural cycles and renewability. Increasing envir…
Research Article
Open Access A New Convolutional Neural Network Model for Skin Cancer Detection in Dermatoscopic Images
Mustafa Furkan Keskenler, Keskenler M, Deniz Dal, Dal D
Cognitive Models and Artificial Intelligence Conference 2023 https://doi.org/10.36287/setsci.6.1.006
Skin cancer is the abnormal growth of skin cells and one of the most common cancers of all. There are several types of skin cancer. Melanoma, a form of skin cancer, has increased 237% in Turkey in the last 30 years. While the U.S. adds about one million new ca…
Research Article
Open Access Recognition of Handwritten Source Code Characters With Deep Neural Networks
Barış Kılıçlar, Kılıçlar B, Metehan Makinacı, Makinacı M
4th International Symposium on Innovative Approaches in Engineering and Natural Sciences 2019 https://doi.org/10.36287/setsci.4.6.111
In this paper we presents an application of deep learning techniques to recognize handwritten source code characters. Although there are many works on the handwritten character recognition (HCR) problem, very few works have been done about the offline handwrit…