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433 results for “image processing, computer vision, food sector”

Research Article Open Access Making Corporate Social Responsibility Sustainable in Supply Chains: Cases of Nigerian Pharmaceutical Companies
Yazid Aliyu, Aliyu Y
4th International Symposium on Innovative Approaches in Social, Human and Administrative Sciences 2019 https://doi.org/10.36287/setsci.4.8.045

Chronically, the Nigerian pharmaceutical arena has witnessed a series of scandals, perhaps unprecedented level of unethical behaviors, cruelty or of a kind. These events have seriously shaken people’s belief. In general, such activities have left a black-hole …

Review Open Access A Survey on The Use of Generative AI in Aviation
Niyazi Ahmet Metin, Metin N, Selin Sevcan Çakan, Çakan S, Ali Berkol, Berkol A
6th International Symposium on Innovations in Scientific Areas 2024 https://doi.org/10.36287/setsci.18.1.00106

The main goal of this research is to investigate the potential and current role of generative AI in improving and developing avionics systems, and aviation-related applications. Avionics, a vital part of aviation industry, consists of a set of equipment and el…

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…

Research Article Open Access Accurate and Scalable Object Detection for Smart Warehousing Using YOLOv8 and Residual CNNs
Iman Elawady, Elawady I, Abdulrahman Al Homsi, Homsi A, Omer Ahmed Mohamed Ahmed, Ahmed O
International Symposium on AI-Driven Engineering Systems 2025 https://doi.org/10.36287/setsci.22.51.001

Robust object detection and classification in dynamic industrial scenarios is still a challenge, in particular if the system has to work in real-time on mid-ranged hardware. Classical vision-based methods have difficulties to cope with low/weak illumination, r…

Review Open Access Generative AI in Radar Systems: A Survey of Emerging Techniques and Sectoral Applications
Selin Sevcan Çakan , Çakan  S, Niyazi Ahmet Metin , Metin  N, Ali Berkol, Berkol A
6th International Symposium on Innovations in Scientific Areas 2024 https://doi.org/10.36287/setsci.18.1.00101

In the contemporary era of technological advancements, integrating Generative Artificial Intelligence (AI) with radar systems has emerged as a groundbreaking approach to enhance the quality and clarity of radar data. This fusion has paved the way for significa…

Research Article Open Access CNN Hyperparameters Optimization Using Random Search For Image Classification
Dala KRAYEM, KRAYEM D, Asmaallah FALLAHA, FALLAHA A, Mohamad Taj Eddin ASHOUR, ASHOUR M, Saed ALQARALEH, ALQARALEH S
Proceedings of the 6th International Symposium on Innovative Approaches in Smart Technologies 2022 https://doi.org/10.36287/setsci.5.2.007

In the last decade, deep learning in general and Convolutional Neural Networks (CNN) have achieved a human level and outstanding performance in almost all computer-based systems such as classification(text, images, and videos). Building an efficient CNN archit…

Research Article Open Access The Effects on Energy Efficiency of Industry 4.0
Ali Durmuş, Durmuş A, Tahir Karakoç, Karakoç T, Abdülkadir Dağlı, Dağlı A
Ist International Symposium on Innovative Approaches in Scientific Studies 2018

The collective system, which includes the automation system, data exchanges and production technologies is referred to as Industry 4.0. This system has two main components. The first is the new generation of software and hardware, and the second is the cyber p…

Research Article Open Access Status and Job Opportunities in the Landscape and Ornamental Plants Programs of Vocational Schools of at the Universities in Turkey
Şirin  Silahlı Böge , Silahlı Böge  Ş
Ist International Symposium on Innovative Approaches in Scientific Studies 2018

The landscape sector is a form of presentation that emerged as a result of the transformation and organization of the art of gardening into a profession. Landscape has become a discipline that facilitated the development of the proviences in Turkey in terms of…

Research Article Open Access The Importance Of Landscape Desıgn In Collectıve Housıng For Sustaınabılıty Of Construction Sector In Aksaray
Şirin  Silahlı Böge , Silahlı Böge  Ş
Ist International Symposium on Innovative Approaches in Scientific Studies 2018

Nowadays, one of the most important problems that have arisen with the increase of urbanization is the need for housing and rise in demand for housing. In order to respond to this increasing demand for housing, living and quality housing has begun to be produc…

Review Open Access Advancements in Radar Performance through Generative AI: A Sector-Wide Survey
Selin Sevcan Çakan, Çakan S, Niyazi Ahmet Metin, Metin N, Ali Berkol, Berkol A
6th International Symposium on Innovations in Scientific Areas 2024 https://doi.org/10.36287/setsci.18.1.0095

This article presents a comprehensive survey on the integration of Generative Artificial Intelligence (AI) technologies in radar applications, with a focus on enhancing radar data processing and system capabilities. Generative AI techniques, particularly Gener…

Research Article Open Access Catalyst behavior of plasma state in methane decomposition to hydrogen and solid carbon
Fariborz Rashidi, Rashidi F, Mohammad  Mahdi Moshrefi, Mahdi Moshrefi M
2nd International Symposium on Innovative Approaches in Scientific Studies 2018

A novel continues plasma reactor with rotating electrodes was designed and constructed to investigate methane decomposition to hydrogen and solid carbon. This new reactor structure causes stable operation. Hydrogen is main part of gaseous products which cont…

Research Article Open Access Fine-Tuning Models Comparisons on Garbage Classification for Recyclability
Umut Özkaya, Özkaya U, Levent Seyfi, Seyfi L
2nd International Symposium on Innovative Approaches in Scientific Studies 2018

In this study, it is aimed to develop a deep learning application which detects types of garbage into trash in order to provide recyclability with vision system. Training and testing will be performed with image data consisting of several classes on differen…

Research Article Open Access A Deep Learning Framework for the Identification of Distinct Stages in Diabetic Retinopathy through Retinal Image Analysis
A.D.P. Rupasinghe, Rupasinghe A, K.G. Samarawickrama, Samarawickrama K
International Symposium on AI-Driven Engineering Systems 2025 https://doi.org/10.36287/setsci.22.3.001

Diabetic retinopathy is the leading cause of blindness among diabetic patients. It occurs when the light-sensitive tissue in the retina is damaged. According to WHO statistics, the current global prevalence of diabetic retinopathy is approximately 103 million …

Research Article Open Access Beslenme Şeklinin Zaman İçindeki Tarihsel Yolculuğu
Eda Selimoğlu, Selimoğlu E, Yener Bektaş, Bektaş Y, Vahdet Özkoçak, Özkoçak V, Timur Gültekin, Gültekin T
2nd International Symposium on Innovative Approaches in Scientific Studies 2018

Tüm dünyada insanların beslenme rejiminin geçmişten günümüze oldukça fazla değiştiğini görmekteyiz. İnsanlar toplayıcılıktan, avcı toplayıcı, tarım ve yerleşik hayata geçmeyle birlikte beslenme yapımız ve tükettiğimiz besin öğelerinde değişimler olduğunu gör…

Research Article Open Access Laboratory Scale Applications of Membrane Treatment Systems for Organized Industrial Zones
İbrahim Uyanık, Uyanık İ, Oktay Özkan, Özkan O
2nd International Symposium on Innovative Approaches in Scientific Studies 2018

Organized Industrial Zones (OIZ) are growing in number since the year 1962, and as of 2018, the number of mixed, specialized and rehabilitated OIZs is more than 300. In these regions, wastewater management is mostly contracted with the municipality and in 46…

Research Article Open Access The Effects of Ozonated, Chlorinated, Celestite Stone-Treated, Natural Spring and Pine ResinTreated Waters on Performance, Oxidative Stress and Carcass Parameters in Japanese Quail
Burak Seren, Seren B, Hüseyin Nursoy, Nursoy H
2nd International Symposium on Innovative Approaches in Scientific Studies 2018

This study was conducted to assess the effects of 5 types of water: Ozonated, Chlorinated, Celestite Stone-treated, Natural Spring Waters and PinResin-treated water on performance, oxidative stress and carcass parameters in Japanese quail. A total of 150, 3-…

Research Article Open Access Can Vermicompost Be An Alternative To Chemical Fertilizer?
Orhan Yılmaz, Yılmaz O, İbrahim Doğuş, Doğuş İ, Zeynep Setenay Yılmaz, Yılmaz Z
International Symposium on Multidisciplinary Studies and Innovative Technologies 2017

This study is conducted to argue whether vermicompost can be an alternative to chemical fertilizer or not. The Red Wiggler (Eisenia fetida) is the most common earth worm type in the world. The Red Wiggler (Eisenia fetida) consumes some organic materials such a…

Research Article Open Access A Brief Review on Object Oriented Image Classification Methods for Information Extraction from Satellite and Aerial Images on Land Use/Cover Applications
Mustafa Hayri Kesikoğlu, Kesikoğlu M, Sevim Yasemin Çiçekli, Çiçekli S, Tolga Kaynak, Kaynak T
Ist International Symposium on Innovative Approaches in Scientific Studies 2018

Over the years, developments in the world of science and technology have emerged. Developments in image classification methods can also be evaluated in this context. Nowadays, the use of image classification methods for extracting information from data obtaine…

Research Article Open Access Frontal human face detection using skin detection,face matching and haarcascade
Boshra Alsheikh  Wais  , Wais   B, Hasan  Erbay  , Erbay   H
3rd International Symposium on Innovative Approaches in Scientific Studies (Engineering and Natural Sciences) 2019

Human face detection one of the most important fields that attract searches since a long time ago until now because of the huge number of applications that benefit from face detection and recognition like crowd surveillance, Attendance System, ATM and other. I…

Research Article Open Access Word Vector Space for Text Classification and Prediction According to Author
İlknur Dönmez, Dönmez İ, Elnaz Pashaei , Pashaei  E, Elham Pashaei 
International Congress on Human-Computer Interaction, Optimization and Robotic Applications 2019 https://doi.org/10.36287/setsci.4.5.021

Word embedings are intense vector representations of words. They capture the semantic order between words. In our study, we propose a new method for classifying text by author, using word embeds and author vector space. Using each author's books, we trained th…

Research Contributions (2019+)Peer reviewed by at least two reviewers
Open AccessCC BY 4.0
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