Aybars UĞUR
Bilgisayar Ve Bilişim Bilimleri Fakültesi, Bilgisayar Mühendisliği Bölümü, Bilgisayar Yazılımı Anabilim Dalı
Research areas: Engineering and Technology, Computer Sciences, Artificial Intelligence, Computer Learning and Pattern Recognition, Database and Data Structures, Computer Graphics, Software, Computer Vision, algorithms, Information Systems, Communication and Control Engineering, Signal Processing
Publications
- Uncovering coin market manipulation on X using machine learning (2026)
- CONTOPT-JS: Metaheuristic Algorithms based JavaScript Software Library for Continuous Optimization Problems (2026)
- Uncovering coin market manipulation on X using machine learning (2026)
- An energy efficient cluster head selection in priority region aware wireless sensor networks using metaheuristic algorithms (2025)
- A Multi-Clustering Aggregation Method for Initializing Node Representations in Featureless Graphs (2025)
- Diagnosis of Pancreatic Ductal Adenocarcinoma Using Deep Learning (2024)
- Comparison of Deep Learning and Machine Learning Methods for Fingerprint Verification and Forgery Detection (2024)
- Effects of Data Augmentation Techniques on Classification Performance in Knee MRIs (2023)
- Turistler İçin, Engelli Bireylere Yönelik Ekler de İçeren, Görüntü Altyazılama Destekli Bilgilendirme ve Öneri Sistemi (2023)
- A novel pattern recognition framework based on ensemble of handcrafted features on images (2022)
- Weeds Detection using Deep Learning Methods and Dataset Balancing (2022)
- 3D Multimodal Brain Tumor Segmentation and Grading Scheme based on Machine, Deep, and Transfer Learning Approaches (2022)
- Design and implementation of a real-time LDWS with parameter space filtering for embedded platforms (2022)
- Keyword extraction from biomedical documents using deep contextualized embeddings (2021)
- Solving Capacitated Vehicle Routing Problem (CVRP) for the Environments with Circular Obstacles (2021)
- Synthetic Skin Cancer Image Data Generation Using Generative Adversarial Neural Network (2021)
- A hybrid approach based on transfer and ensemble learning for improving performances of deep learning models on small datasets (2021)
- LSTM Sinir Ağı ve ARIMA Zaman Serisi Modelleri Kullanılarak Bitcoin Fiyatının Tahminlenmesi ve Yöntemlerin Karşılaştırılması (2021)
- A voting-based ensemble deep learning method focusing on image augmentation and preprocessing variations for tuberculosis detection (2021)
- A novel wrapper feature selection algorithm based on iterated greedy metaheuristic for sentiment classification (2020)
- CNN-based Fruit Classification Using Different Color Spaces (2020)
- A Stacking-based Ensemble Learning Method for Outlier Detection (2020)
- A high-level and adaptive metaheuristic selection algorithm for solving high dimensional bound-constrained continuous optimization problems (2020)
- Yüz 'Ifadesi Tanıma için Topluluk Ögrenme ^ Yöntemlerinin Performans Degerlendirmesi ^ Performance Evaluation of Ensemble Learning Methods for Facial Expression Recognition (2019)
- CONTOPT-JS: Metaheuristic Algorithms based JavaScript Software Library for Continuous Optimization Problems (2019)
- A multi-start ILS–RVND algorithm with adaptive solution acceptance for the CVRP (2019)
- Yüz İfadesi Tanıma için Mesafe Oranlarına Dayalı Öznitelik Çıkarımı ve Genetik Algoritmalar ile Seçimi (2019)
- CONTOPT-JS: Sürekli Eniyileme Problemleri için Metasezgisel Algoritmalar tabanlı bir JavaScript Yazılım Kütüphanesi (2019)
- Solving vehicle routing problem for multistorey buildings using iterated local search (2019)
- Development of a novel feature weighting method using CMA-ES optimization (2018)
- Derin Öğrenme ve Manuel Öznitelik Çıkarma Yöntemleri ile Topluluk Algoritmaları Kullanarak Görüntü Sınıflandırma (Image classification using ensemble algorithms with deep learning and hand-crafted features) (2018)
- Image Classification Using Ensemble Algorithms with Deep Learning and Hand-Crafted Features (2018)
- CONTOPT-JS: Sürekli Eniyileme Problemleri için Metasezgisel Algoritmalar tabanlı bir JavaScript YazılımKütüphanesi (2017)
- An iterative dynamic ensemble weighting approach for deep learning applications (2017)
- An order based hybrid metaheuristic algorithm for solving optimization problems (2017)
- Self-Adaptive and Adaptive Parameter Control in Improved Artificial Bee Colony Algorithm (2017)
- Area‐priority‐based sensor deployment optimisation with priority estimation using K ‐means (2017)
- Bulanık Mantık Tabanlı BDI Etmenleri (2016)
- Optimization of Travelling Salesman Problem Using Genetic Algorithm and Fuzzy C-Means Clustering (2015)
- Shape and Texture Based Novel Features for Automated Juxtapleural Nodule Detection in Lung CTs (2015)
- Improving performance of ACO algorithms using crossover mechanism based on mean of pheromone tables (2012)
- Recognition of Leaves based on Morphological Features Derived from Two Half-regions (2012)
- IMPROVING PERFORMANCE OF ACO ALGORITHMS USING CROSSOVER MECHANISM BASED ON BEST TOURS GRAPH (2012)
- Android işletim sisteminde opengl ile grafik programları geliştirme (2011)
- GENETIC ALGORITHM–BASED SENSOR DEPLOYMENT WITH AREA PRIORITY (2011)
- AUTOMATIC FLOWER BOUNDARY EXTRACTION USING IPSOAntK-MEANS ALGORITHM (2010)
- Extraction of flower regions in color images using ant colony optimization (2010)
- Genetic Algorithm Based Outlier Detection Using Bayesian Information Criterion in Multiple Regression Models Having Multicollinearity Problems (2010)
- Basketbolda oyuncu seçimi için sinirsel-bulanik karar destek sistemi (2009)
- Genetic Algorithm Based Solution for TSP on a Sphere (2009)
- Genetic algorithms for outlier detection in multiple regression with different information criteria (2009)
- Genetic algorithm based solution for TSP on a sphere (2009)
- Basketbolda Oyuncu Seçimi için Sİnirsel Bulanık Karar Destek Sistemi (2009)
- A web‐based tool for teaching neural network concepts (2009)
- Hisse Senetleri Üzerinde Benzerlik Arayan Web Tabanlı Bir Uygulama Geliştirilmesi (2009)
- İNSAN KAYNAKLARI YÖNETİMİNDE PERFORMANS DEĞERLENDİRME İÇİN BİR BULANIK UZMAN SİSTEM GERÇEKLEŞTİRİMİ (2009)
- Optimizing coverage in a k covered and connected sensor network using genetic algorithms (2008)
- Melez Bir Eniyileme Yöntemi İle Rota Planlama (2008)
- Path planning on a cuboid using genetic algorithms (2008)
- Kutup Dengeleme Problemi için Yüksek Başarımlı bir Optimizasyon Tekniği (2008)
- An interactive simulation and analysis software for solving TSP using Ant Colony Optimization algorithms (2008)
- A New Regression Based Software Cost Estimation Model Using Power Values (2007)
- Automatic number plate information extraction and recognition for intelligent transportation system (2007)
- Yapı ve Başarım Açısından Modern Sinirsel Bulanık Sistemlerin Karşılaştırılması (2007)
- Maximizing Coverage in a Connected and K Covered Wireless Sensor Network Using Genetic Algorithms (2007)
- Gezgin Satıcı Probleminin Genetik Algoritmalarla Eniyilemesi Ve Etkileşimli Olarak Internet Üzerinde Görselleştirilmesi (2007)
- Design and implementation of a software presenting information in DVB subtitles in various forms (2007)
- Vertical distribution of the natural and artificial radionuclides in various soil profiles to investigate soil erosion (2004)
- Lichens and mosses for correlation between trace elements and 210Po in the areas near coal-fired power plant at Yatağan, Turkey (2004)
- YENİ GRAFİK UYGULAMA GELİŞTİRME ARAYÜZLERİNİN KARŞILAŞTIRILMASI (2003)
- Yeni Grafik Uygulama Geliştirme Arayüzlerinin Karşılaştırılması (2003)
- İnternet Üzerinde Üç Boyut ve Web3D Teknolojileri (2002)
- Java Programlama Dilinde Işın İzleme Gerçekleştirimi (2002)
- Üç Boyutlu Görüntülemede 2D ve 3D API Kullanımı (2002)
- Effects of 3D APIs on Computer Graphics (1999)
- Optimizing coverage in a K-covered and connected sensor network using genetic algorithms
- Automatic Generation of Virtual Computer Rooms on the Internet Using X3D
- Recognition of leaves based on morphological features derived from two half-regions
- Deep Learning-Based Classification of ADHD: A Study on the ADHD-200 Dataset
- A Consensus-Driven Information Extraction Method via Voting and Pruning over LLM Chatbot Outputs for a Novel Agricultural Dataset
- Feature Processing on Artificial Graph Node Features for Classification with Graph Neural Networks