Celal Öztürk

45 papers A 1B 5C 1Journal 28Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Systematic Review of Machine Learning and Deep Learning Techniques for Brain Tumor Classification, and Grading. IEEE Access Sümeyye Ünlüleblebici, Rukiye Nur Kaçmaz, Celal Öztürk
2026	J	`jnl`	A chernobyl disaster optimizer-based clustering protocol for energy efficiency and network lifetime enhancement in wireless sensor networks. Wirel. Networks Ziane Ataoua, Abderrahmane Dib, Hisham A. Shehadeh, Celal Öztürk
2026	J	`jnl`	Data-driven fault monitoring of parallel flow thermal exchanger under wide-span operation using deep learning. Eng. Appl. Artif. Intell. Mehmet Ugur Türkdamar, Hacene Habbi, Celal Öztürk
2025	J	`jnl`	Enhancing COVID-19 classification of X-ray images with hybrid deep transfer learning models. Frontiers Artif. Intell. Maliki Moustapha, Murat Tasyurek, Celal Öztürk
2024	J	`jnl`	DGAG: A Novel Approach That Detects Green Areas With Geolocation From Large-Scale Satellite Imaging Instance Segmentation and GIS Application. Trans. GIS Murat Tasyürek, Fatma Nur Kiliçkaya, Celal Öztürk
2024	J	`jnl`	DSHFS: a new hybrid approach that detects structures with their spatial location from large volume satellite images using CNN, GeoServer and TileCache. Neural Comput. Appl. Murat Tasyürek, Mehmet Ugur Türkdamar, Celal Öztürk
2024	—	`conf`	Storing and Transferring Data of Parallel Agents to the Parent Process in Agent-Based Simulations. SIU Erdemhan Özdin, Saltuk Bugra Selçuklu, Celal Öztürk
2023	J	`jnl`	A Novel YOLOv5 Deep Learning Model for Handwriting Detection and Recognition. Int. J. Artif. Intell. Tools Maliki Moustapha, Murat Tasyurek, Celal Öztürk
2023	J	`jnl`	A comprehensive review of automatic programming methods. Appl. Soft Comput. Sibel Arslan, Celal Öztürk
2023	J	`jnl`	A fine-tuned YOLOv5 deep learning approach for real-time house number detection. PeerJ Comput. Sci. Murat Tasyürek, Celal Öztürk
2023	J	`jnl`	Transfer learning and fine-tuned transfer learning methods' effectiveness analyse in the CNN-based deep learning models. Concurr. Comput. Pract. Exp. Celal Öztürk, Murat Tasyürek, Mehmet Ugur Türkdamar
2022	J	`jnl`	Optimization of Climatic Conditions Affecting Determination of the Amount of Water Needed by Plants in Relation to Their Life Cycle with Particle Swarm Optimization, and Determining the Optimum Irrigation Schedule. Comput. J. Mehmet Akif Bülbül, Celal Öztürk, Mehmet Fatih Isik
2020	J	`jnl`	Feature selection and classification of metabolomics data using artificial bee colony programming (ABCP). Int. J. Data Min. Bioinform. Celal Öztürk, Mustafa Tarim, Sibel Arslan
2020	J	`jnl`	Solving differential equations with artificial bee colony programming. Soft Comput. Yassine Boudouaoui, Hacene Habbi, Celal Öztürk, Dervis Karaboga
2019	J	`jnl`	A Comparative Study of Automatic Programming Techniques. Informatica (Slovenia) Sibel Arslan, Celal Öztürk
2019	J	`jnl`	Multi Hive Artificial Bee Colony Programming for high dimensional symbolic regression with feature selection. Appl. Soft Comput. Sibel Arslan, Celal Öztürk
2018	J	`jnl`	Modified multiple search cooperative foraging strategy for improved artificial bee colony optimization with robustness analysis. Soft Comput. Fatima Harfouchi, Hacene Habbi, Celal Öztürk, Dervis Karaboga
2016	J	`jnl`	A new artificial bee colony algorithm to solve the multiple sequence alignment problem. Int. J. Data Min. Bioinform. Celal Öztürk, Selcuk Aslan
2015	J	`jnl`	A new vision of evaluating gene expression signatures. Comput. Biol. Chem. Hung-Ming Lai, Celal Öztürk, Andreas Alexander Albrecht, Kathleen Steinhöfel
2015	J	`jnl`	A novel binary artificial bee colony algorithm based on genetic operators. Inf. Sci. Celal Öztürk, Emrah Hancer, Dervis Karaboga
2015	—	`conf`	Alignment of biological sequences by discrete Artificial Bee Colony algorithm. SIU Selcuk Aslan, Celal Öztürk
2015	J	`jnl`	Dynamic clustering with improved binary artificial bee colony algorithm. Appl. Soft Comput. Celal Öztürk, Emrah Hancer, Dervis Karaboga
2015	J	`jnl`	Improved clustering criterion for image clustering with artificial bee colony algorithm. Pattern Anal. Appl. Celal Öztürk, Emrah Hancer, Dervis Karaboga
2015	J	`jnl`	Self-generated fuzzy systems design using artificial bee colony optimization. Inf. Sci. Hacene Habbi, Yassine Boudouaoui, Dervis Karaboga, Celal Öztürk
2015	C	`conf`	Stenier-based Energy Efficient Multicast Routing for Wireless Sensor Networks. ICORES Valeri Katerinchuk, Celal Öztürk
2014	J	`jnl`	A comprehensive survey: artificial bee colony (ABC) algorithm and applications. Artif. Intell. Rev. Dervis Karaboga, Beyza Görkemli, Celal Öztürk, Nurhan Karaboga
2014	—	`conf`	An analysis of address and branch patterns with PatternFinder. IISWC Celal Öztürk, Ibrahim Burak Karsli, Resit Sendag
2014	—	`conf`	Automatic source code analysis of branch mispredictions. IISWC Celal Öztürk, Ibrahim Burak Karsli, Resit Sendag
2014	J	`jnl`	Color Image Quantization: A Short Review and an Application with Artificial Bee Colony Algorithm. Informatica Celal Öztürk, Emrah Hancer, Dervis Karaboga
2013	—	`conf`	A new modulation recognition method based on Artificial Bee Colony algorithm. SIU Ali Özen, Celal Öztürk
2013	—	`conf`	A novel modulation recognition technique based on artificial bee colony algorithm in the presence of multipath fading channels. TSP Ali Özen, Celal Öztürk
2012	B	`conf`	Artificial Bee Colony based image clustering method. IEEE Congress on Evolutionary Computation Emrah Hancer, Celal Öztürk, Dervis Karaboga
2012	J	`jnl`	Artificial bee colony programming for symbolic regression. Inf. Sci. Dervis Karaboga, Celal Öztürk, Nurhan Karaboga, Beyza Görkemli
2012	J	`jnl`	Cluster based wireless sensor network routing using artificial bee colony algorithm. Wirel. Networks Dervis Karaboga, Selcuk Okdem, Celal Öztürk
2011	J	`jnl`	A novel clustering approach: Artificial Bee Colony (ABC) algorithm. Appl. Soft Comput. Dervis Karaboga, Celal Öztürk
2011	B	`conf`	An application of Wireless Sensor Network routing based on Artificial Bee Colony Algorithm. IEEE Congress on Evolutionary Computation Selcuk Okdem, Dervis Karaboga, Celal Öztürk
2011	B	`conf`	Hybrid Artificial Bee Colony algorithm for neural network training. IEEE Congress on Evolutionary Computation Celal Öztürk, Dervis Karaboga
2011	J	`jnl`	Probabilistic Dynamic Deployment of Wireless Sensor Networks by Artificial Bee Colony Algorithm. Sensors Celal Öztürk, Dervis Karaboga, Beyza Görkemli
2011	—	`—`	Yapay sinir ağlarının yapay arı kolonisi algoritması ile eğitilmesi (Training artificial neural networks with artificial bee colony algorithm) Celal Öztürk
2010	B	`conf`	An analysis of hard to predict branches. ISPASS Celal Öztürk, Resit Sendag
2010	—	`conf`	Cluster based wireless sensor network routings using Artificial Bee Colony Algorithm. AIS Dervis Karaboga, Selcuk Okdem, Celal Öztürk
2007	B	`conf`	Artificial Bee Colony (ABC) Optimization Algorithm for Training Feed-Forward Neural Networks. MDAI Dervis Karaboga, Bahriye Akay, Celal Öztürk
2005	A	`conf`	Enhancing Source-Location Privacy in Sensor Network Routing. ICDCS Pandurang Kamat, Yanyong Zhang, Wade Trappe, Celal Öztürk
2004	—	`conf`	Source-Location Privacy for Networks of Energy-Constrained Sensors. WSTFEUS Celal Öztürk, Yanyong Zhang, Wade Trappe, Maximilian Ott
2004	—	`conf`	Source-location privacy in energy-constrained sensor network routing. SASN Celal Öztürk, Yanyong Zhang, Wade Trappe