Cüneyt Güzelis

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 34

Top Topics

Object Recognition

Reinforcement Learning

Top Venues

Neural Process. Lett.

Publications

Mert Nakip, Nur Kelesoglu, Cüneyt Güzelis
Fire detection and risk assessment via Support Vector Regression with Flattening-Samples Based Augmented Regularization. Appl. Soft Comput. 164 (2024)
Mehmet Ugur Soydemir, Savas Sahin, Aykut Kocaoglu, Parvin Bulucu, Cüneyt Güzelis
Online learning of stable robust adaptive controllers design based on data-dependent feedback linearization with application to rotary inverted pendulum. Neural Comput. Appl. 36 (18) (2024)
Pervin Bulucu, Mert Nakip, Cüneyt Güzelis
Multi-Sensor E-Nose Based on Online Transfer Learning Trend Predictive Neural Network. IEEE Access 12 (2024)
Recep Ozalp, Aysegül Uçar, Cüneyt Güzelis
Advancements in Deep Reinforcement Learning and Inverse Reinforcement Learning for Robotic Manipulation: Toward Trustworthy, Interpretable, and Explainable Artificial Intelligence. IEEE Access 12 (2024)
Adrien Le Coënt, Benoît Barbot, Nihal Pekergin, Cüneyt Güzelis
Bayesian Networks as Approximations of Biochemical Networks. EPEW (2023)
Alper Saylam, Cüneyt Güzelis, Volkan Rodoplu
Machine Learning Enabled Sleep Time Estimation (MLE-STE) Architecture for Indoor Positioning in Energy-Efficient Mobile Internet of Things. WF-IoT (2023)
Simge Nur Aslan, Aysegül Uçar, Cüneyt Güzelis
Development of a deep wavelet pyramid scene parsing semantic segmentation network for scene perception in indoor environments. J. Ambient Intell. Humaniz. Comput. 14 (9) (2023)
Mert Nakip, Onur Çopur, Emrah Biyik, Cüneyt Güzelis
Renewable energy management in smart home environment via forecast embedded scheduling based on Recurrent Trend Predictive Neural Network. CoRR (2023)
Simge Nur Aslan, Recep Ozalp, Aysegül Uçar, Cüneyt Güzelis
New CNN and hybrid CNN-LSTM models for learning object manipulation of humanoid robots from demonstration. Clust. Comput. 25 (3) (2022)
Arif Kerem Dayi, Volkan Rodoplu, Mert Nakip, Buse Pehlivan, Cüneyt Güzelis
Multi-Channel Subset Iteration with Minimal Loss in Available Capacity (MC-SIMLAC) Algorithm for Joint Forecasting-Scheduling in the Internet of Things. J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl. 13 (2) (2022)
Mert Nakip, Erdem Çakan, Volkan Rodoplu, Cüneyt Güzelis
Dynamic Automatic Forecaster Selection via Artificial Neural Network Based Emulation to Enable Massive Access for the Internet of Things. J. Netw. Comput. Appl. 201 (2022)
Mert Nakip, Baran Can Gül, Volkan Rodoplu, Cüneyt Güzelis
Predictability of Internet of Things Traffic at the Medium Access Control Layer Against Information-Theoretic Bounds. IEEE Access 10 (2022)
Rifat Orhan Çikmazel, Alper Saylam, Volkan Rodoplu, Cüneyt Güzelis
Multi-Resolution Inter-Level Refinement (MR-ILR) Architecture for Anomaly Prediction in IoT Data. INISTA (2022)
Simge Nur Aslan, Aysegül Uçar, Cüneyt Güzelis
New convolutional neural network models for efficient object recognition with humanoid robots. J. Inf. Telecommun. 6 (1) (2022)
Simge Nur Aslan, Burak Tasçi, Aysegül Uçar, Cüneyt Güzelis
Learning to Move an Object by the Humanoid Robots by Using Deep Reinforcement Learning. Intelligent Environments (Workshops) (2021)
Mert Nakip, Cüneyt Güzelis, Osman Yildiz
Recurrent Trend Predictive Neural Network for Multi-Sensor Fire Detection. IEEE Access 9 (2021)
Mert Nakip, Kubilay Karakayali, Cüneyt Güzelis, Volkan Rodoplu
An End-to-End Trainable Feature Selection-Forecasting Architecture Targeted at the Internet of Things. IEEE Access 9 (2021)
Mert Nakip, Alperen Helva, Cüneyt Güzelis, Volkan Rodoplu
Subspace-Based Emulation of the Relationship Between Forecasting Error and Network Performance in Joint Forecasting-Scheduling for the Internet of Things. WF-IoT (2021)
Parvm Bulucu, Mehmet Ugur Soydemir, Savas Sahin, Aykut Kocaoglu, Cüneyt Güzelis
Learning Stable Robust Adaptive NARMA Controller for UAV and Its Application to Twin Rotor MIMO Systems. Neural Process. Lett. 52 (1) (2020)
Volkan Rodoplu, Mert Nakip, Deniz Türsel Eliiyi, Cüneyt Güzelis
A Multiscale Algorithm for Joint Forecasting-Scheduling to Solve the Massive Access Problem of IoT. IEEE Internet Things J. 7 (9) (2020)
Savas Sahin, Ali Emre Kavur, Sibel Demiroglu Mustafov, Ozgur Seydibeyoglu, Ozgun Baser, Yalcin Isler, Cüneyt Güzelis
Spatiotemporal chaotification of delta robot mixer for homogeneous graphene nanocomposite dispersing. Robotics Auton. Syst. 134 (2020)
Mert Nakip, Onur Çopur, Cüneyt Güzelis
Curse of Small Sample Size in Forecasting of the Active Cases in COVID-19 Outbreak. CoRR (2020)
Simge Nur Aslan, Recep Ozalp, Aysegül Uçar, Cüneyt Güzelis
End-To-End Learning from Demonstation for Object Manipulation of Robotis-Op3 Humanoid Robot. INISTA (2020)
Tugçe Toprak, Burak Belenlioglu, Burak Aydin, Cüneyt Güzelis, M. Alper Selver
Conditional Weighted Ensemble of Transferred Models for Camera Based Onboard Pedestrian Detection in Railway Driver Support Systems. IEEE Trans. Veh. Technol. 69 (5) (2020)
Simge Nur Aslan, Aysegül Uçar, Cüneyt Güzelis
Fast Object Recognition for Humanoid Robots by Using Deep Learning Models with Small Structure. INISTA (2020)
Parvm Bulucu, Mehmet Ugur Soydemir, Savas Sahin, Aykut Kocaoglu, Cüneyt Güzelis
Performance Analysis of Stable Adaptive NARMA Controller Scheme for Furuta Pendulum. ICSTCC (2019)
Recen Özaln, Çagri Kaymak, Özal Yildirim, Aysegül Uçar, Yakup Demir, Cüneyt Güzelis
An Implementation of Vision Based Deep Reinforcement Learning for Humanoid Robot Locomotion. INISTA (2019)
Mert Nakip, Baran Can Gül, Volkan Rodoplu, Cüneyt Güzelis
Comparative Study of Forecasting Schemes for IoT Device Traffic in Machine-to-Machine Communication. CCIOT (2019)
Neslihan Avcu, Nihal Pekergin, Ferhan Pekergin, Cüneyt Güzelis
Aggregation for Computing Multi-Modal Stationary Distributions in 1-D Gene Regulatory Networks. IEEE ACM Trans. Comput. Biol. Bioinform. 15 (3) (2018)
Aysegül Uçar, Yakup Demir, Cüneyt Güzelis
Object recognition and detection with deep learning for autonomous driving applications. Simul. 93 (9) (2017)
Savas Sahin, Cüneyt Güzelis
Online Learning ARMA Controllers With Guaranteed Closed-Loop Stability. IEEE Trans. Neural Networks Learn. Syst. 27 (11) (2016)
Aysegül Uçar, Yakup Demir, Cüneyt Güzelis
A new facial expression recognition based on curvelet transform and online sequential extreme learning machine initialized with spherical clustering. Neural Comput. Appl. 27 (1) (2016)
Aysegül Uçar, Yakup Demir, Cüneyt Güzelis
Moving towards in object recognition with deep learning for autonomous driving applications. INISTA (2016)
Ali Emre Kavur, Sibel Demiroglu Mustafov, M. O. Seydibeyoglu, Ozgun Baser, Cüneyt Güzelis, Savas Sahin
Design and implementation of chaotic system based robust delta robot for blending graphene nanoplatelets. MMAR (2016)
Neslihan Avcu, Nihal Pekergin, Ferhan Pekergin, Cüneyt Güzelis
Numerically Efficient Analysis of a One-Dimensional Stochastic Lac Operon Model. ISCIS (2015)
Mehmet Ölmez, Cüneyt Güzelis
Exploiting Chaos in Learning System Identification for Nonlinear State Space Models. Neural Process. Lett. 41 (1) (2015)
Neslihan Avcu, H. Alyürük, Güleser Kalayci Demir, Ferhan Pekergin, L. Cavas, Cüneyt Güzelis
Determining the bistability parameter ranges of artificially induced lac operon using the root locus method. Comput. Biol. Medicine 61 (2015)
Türker Ince, Arzu Vuruskan, Ender Bulgun, Cüneyt Güzelis
Application of evolutionary algorithms to garment design. SIU (2013)
Savas Sahin, Cüneyt Güzelis
A Dynamical State Feedback Chaotification Method with Application on liquid mixing. J. Circuits Syst. Comput. 22 (7) (2013)
Evgin Göçeri, M. Zubeyir Unlu, Cüneyt Güzelis, Oguz Dicle
An automatic level set based liver segmentation from MRI data sets. IPTA (2012)
Felix Fischer, M. Alper Selver, Walter Hillen, Cüneyt Güzelis
Integrating segmentation methods from different tools into a visualization program using an object-based plug-in interface. IEEE Trans. Inf. Technol. Biomed. 14 (4) (2010)
M. Alper Selver, Cüneyt Güzelis
Semiautomatic Transfer Function Initialization for Abdominal Visualization Using Self-Generating Hierarchical Radial Basis Function Networks. IEEE Trans. Vis. Comput. Graph. 15 (3) (2009)
M. Alper Selver, Aykut Kocaoglu, Güleser Kalayci Demir, Hatice Dogan, Oguz Dicle, Cüneyt Güzelis
Patient oriented and robust automatic liver segmentation for pre-evaluation of liver transplantation. Comput. Biol. Medicine 38 (7) (2008)
Gülay Büyükaksoy Kaplan, Neslihan Serap Sengör, Hakan Gürvit, Cüneyt Güzelis
Modelling the Stroop effect: A connectionist approach. Neurocomputing 70 (7-9) (2007)
Hatice Dogan, Cüneyt Güzelis
Robust and Fuzzy Spherical Clustering by a Penalty Parameter Approach. IEEE Trans. Circuits Syst. II Express Briefs (8) (2006)
Gülay Büyükaksoy Kaplan, Neslihan Serap Sengör, Hakan Gürvit, Ibrahim Genç, Cüneyt Güzelis
A composite neural network model for perseveration and distractibility in the Wisconsin card sorting test. Neural Networks 19 (4) (2006)
Nurettin Acir, Özcan Özdamar, Cüneyt Güzelis
Automatic classification of auditory brainstem responses using SVM-based feature selection algorithm for threshold detection. Eng. Appl. Artif. Intell. 19 (2) (2006)
Mehmet Kerem Müezzinoglu, Cüneyt Güzelis, Jacek M. Zurada
An energy function-based design method for discrete hopfield associative memory with attractive fixed points. IEEE Trans. Neural Networks 16 (2) (2005)
Aysegül Uçar, Yakup Demir, Cüneyt Güzelis
A New Formulation for Classification by Ellipsoids. TAINN (2005)
Nurettin Acir, Ibrahim Öztura, Mehmet Kuntalp, Baris Baklan, Cüneyt Güzelis
Automatic detection of epileptiform events in EEG by a three-stage procedure based on artificial neural networks. IEEE Trans. Biomed. Eng. 52 (1) (2005)
Nurettin Acir, Cüneyt Güzelis
Automatic recognition of sleep spindles in EEG via radial basis support vector machine based on a modified feature selection algorithm. Neural Comput. Appl. 14 (1) (2005)
Mehmet Kerem Müezzinoglu, Cüneyt Güzelis
Associative Memory Design via Path Embedding into a Graph. Neural Process. Lett. 19 (3) (2004)
Nurettin Acir, Cüneyt Güzelis
An Application of Support Vector Machine in Bioinformatics: Automated Recognition of Epileptiform Patterns in EEG Using SVM Classifier Designed by a Perturbation Method. ADVIS (2004)
Nurettin Acir, Cüneyt Güzelis
Automatic spike detection in EEG by a two-stage procedure based on support vector machines. Comput. Biol. Medicine 34 (7) (2004)
Mehmet Kerem Müezzinoglu, Cüneyt Güzelis
A Boolean Hebb rule for binary associative memory design. IEEE Trans. Neural Networks 15 (1) (2004)
Nurettin Acir, Cüneyt Güzelis
Automatic recognition of sleep spindles in EEG by using artificial neural networks. Expert Syst. Appl. 27 (3) (2004)
Aysegül Uçar, Yakup Demir, Cüneyt Güzelis
Fuzzy Model Identification Using Support Vector Clustering Method. ICANN (2003)
Mehmet Kerem Müezzinoglu, Cüneyt Güzelis, Jacek M. Zurada
A new design method for the complex-valued multistate Hopfield associative memory. IEEE Trans. Neural Networks 14 (4) (2003)
F. Acar Savaci, Müstak E. Yalçin, Cüneyt Güzelis
Steady-State Analysis of Nonlinearly Coupled Chua's Circuits with Periodic Input. Int. J. Bifurc. Chaos 13 (11) (2003)
Hatice Dogan, Cüneyt Güzelis
A Gradient Network for Vector Quantization and Its Image Compression Applications. ICANN (2003)
Zekeriya Uykan, Cüneyt Güzelis, Mehmet Ertugrul Çelebi, Heikki N. Koivo
Analysis of input-output clustering for determining centers of RBFN. IEEE Trans. Neural Networks Learn. Syst. 11 (4) (2000)
Mehmet Ertugrul Çelebi, Cüneyt Güzelis
Efficient image restoration using cellular neural networks. ICASSP (1997)
Cüneyt Güzelis, S. Karamahmut
Recurrent perceptron learning algorithm for CNNs with application to edge detection. ICNN (1995)
Bilge Günsel, Cüneyt Güzelis
Supervised learning of smoothing parameters in image restoration by regularization under cellular neural networks framework. ICIP (1995)
Mehmet Ertugrul Çelebi, Cüneyt Güzelis
Lyapunov function based design of dynamical neural networks for restoration of blurred and noisy images. ICNN (1995)
Cüneyt Güzelis, Leon O. Chua
Stability analysis of generalized cellular neural networks. Int. J. Circuit Theory Appl. 21 (1) (1993)
Cüneyt Güzelis
Chaotic Cellular Neural Networks Made of Chua's Circuits. J. Circuits Syst. Comput. 3 (2) (1993)