Search Results - "Basturk, Alper"

A new efficient training strategy for deep neural networks by hybridization of artificial bee colony and limited–memory BFGS optimization algorithms by Badem, Hasan, Basturk, Alper, Caliskan, Abdullah, Yuksel, Mehmet Emin

“…Working up with deep learning techniques requires profound understanding of the mechanisms underlying the optimization of the internal parameters of complex…”
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Static facial expression recognition using convolutional neural networks based on transfer learning and hyperparameter optimization by Ozcan, Tayyip, Basturk, Alper

“…Expression recognition (ER), which has been frequently used in human-computer interaction, uses visual data such as video and static images or sensor-based…”
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Metabolic Imaging Based Sub-Classification of Lung Cancer by Bicakci, Mustafa, Ayyildiz, Oguzhan, Aydin, Zafer, Basturk, Alper, Karacavus, Seyhan, Yilmaz, Bulent

“…Lung cancer is one of the deadliest cancer types whose 84% is non-small cell lung cancer (NSCLC). In this study, deep learning-based classification methods…”
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Deep learning for image-based detection of weeds from emergence to maturity in wheat fields by Guzel, Mustafa, Turan, Bulent, Kadioglu, Izzet, Basturk, Alper, Sin, Bahadir, Sadeghpour, Amir

“…Effective weed control in wheat (Triticum aestivum L.) fields is crucial for optimizing production and ensuring food security in semi-arid regions. The…”
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Transfer learning-based convolutional neural networks with heuristic optimization for hand gesture recognition by Ozcan, Tayyip, Basturk, Alper

“…Human action recognition (HAR) has a considerable place in scientific studies. Additionally, hand gesture recognition, which is a subcategory of HAR, plays an…”
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A comprehensive review of deep learning in colon cancer by Pacal, Ishak, Karaboga, Dervis, Basturk, Alper, Akay, Bahriye, Nalbantoglu, Ufuk

“…Deep learning has emerged as a leading machine learning tool in object detection and has attracted attention with its achievements in progressing medical image…”
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Human action recognition with deep learning and structural optimization using a hybrid heuristic algorithm by Ozcan, Tayyip, Basturk, Alper

“…Human action recognition (HAR) is a popular subject for academic society and other stakeholders. Nowadays it has a wide-spread use for lots of practical…”
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Performance Improvement Of Pre-trained Convolutional Neural Networks For Action Recognition by Ozcan, Tayyip, Basturk, Alper

“…Abstract Action recognition is a challenging task. Deep learning models have been investigated to solve this problem. Setting up a new neural network model is…”
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Performance analysis of the coarse-grained parallel model of the artificial bee colony algorithm by Basturk, Alper, Akay, Rustu

“…Despite the efficiency of evolutionary algorithms is prominent for large scale problems, their running times in terms of CPU time are quite large. Multi…”
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Robust real-time polyp detection system design based on YOLO algorithms by optimizing activation functions and hyper-parameters with artificial bee colony (ABC) by Karaman, Ahmet, Pacal, Ishak, Basturk, Alper, Akay, Bahriye, Nalbantoglu, Ufuk, Coskun, Seymanur, Sahin, Omur, Karaboga, Dervis

“…Colorectal cancer (CRC) is one of the most common cancer types with a high mortality rate. Colonoscopy is considered the gold standard in CRC screening, it…”
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An efficient real-time colonic polyp detection with YOLO algorithms trained by using negative samples and large datasets by Pacal, Ishak, Karaman, Ahmet, Karaboga, Dervis, Akay, Bahriye, Basturk, Alper, Nalbantoglu, Ufuk, Coskun, Seymanur

“…Colorectal cancer (CRC) is one of the common types of cancer with a high mortality rate. Colonoscopy is the gold standard for CRC screening and significantly…”
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High Performance Fuzzy Systems for Real World Problems by Castillo, Oscar, Cruz, Roberto Sepúlveda, Montiel-Ross, Oscar, Basturk, Alper

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A comparative study of YOLO models and a transformer-based YOLOv5 model for mass detection in mammograms by COŞKUN, DAMLA, KARABOĞA, DERVİŞ, BAŞTÜRK, ALPER, AKAY, BAHRİYE, NALBANTOĞLU, ÖZKAN UFUK, DOĞAN, SERAP, PAÇAL, İSHAK, KARAGÖZ, MERYEM ALTIN

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A new hybrid optimization method combining artificial bee colony and limited-memory BFGS algorithms for efficient numerical optimization by Badem, Hasan, Basturk, Alper, Caliskan, Abdullah, Yuksel, Mehmet Emin

“…•A hybrid optimization method is presented, combines the benefits of L-BFGS and ABC.•The proposed method can improve the quality of searching ability of the…”
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Deep learning-based breast cancer diagnosis with multiview of mammography screening to reduce false positive recall rate by KARAGÖZ, Meryem Altın, NALBANTOĞLU, Özkan Ufuk, KARABOĞA, Derviş, AKAY, Bahriye, BAŞTÜRK, Alper, ULUTABANCA, Halil, DOĞAN, Serap, COŞKUN, Damla, DEMİR, Osman

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Hyper-parameter optimization of deep learning architectures using artificial bee colony (ABC) algorithm for high performance real-time automatic colorectal cancer (CRC) polyp detection by Karaman, Ahmet, Karaboga, Dervis, Pacal, Ishak, Akay, Bahriye, Basturk, Alper, Nalbantoglu, Ufuk, Coskun, Seymanur, Sahin, Omur

“…Colorectal cancer (CRC) is one of the most common and malignant types of cancer worldwide. Colonoscopy, considered the gold standard for CRC screening, allows…”
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How to Affect the Number of Images on the Success Rate for Detection of Weeds with Deep Learning by Guzel, Mustafa, Turan, Bulent, Kadioglu, Izzet, Sin, Bahadir, Basturk, Alper, Ahmed, Khaled R.

“…The detection of weeds with computer vision without the help of an expert is important for scientific studies and other purposes. The images used for the…”
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Parallel Implementation of Synchronous Type Artificial Bee Colony Algorithm for Global Optimization by Basturk, Alper, Akay, Rustu

“…Evolutionary algorithms often need huge running times when solving large-scale optimization problems. One of the solutions for this issue is to introduce…”
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Impulse Noise Removal From Digital Images by a Detail-Preserving Filter Based on Type-2 Fuzzy Logic by Yildirim, M. Tulin, Basturk, Alper, Yuksel, M. Emin

“…A novel image filter based on type-2 fuzzy logic techniques is proposed for detail-preserving restoration of digital images corrupted by impulse noise. The…”
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Artificial bee colony optimization for modelling of indoor PLC channels: A case study from Turkey by Develi, Ibrahim, Kabalci, Yasin, Basturk, Alper

“…•A PLC channel model is proposed based on electrical grids of Turkey.•Experimental measurements are realized in different cities and various indoor places.•PLC…”
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