Cüneyt Güzelis

71 papers B 3C 7Misc 2Journal 45Unranked 12

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Advancements in Deep Reinforcement Learning and Inverse Reinforcement Learning for Robotic Manipulation: Toward Trustworthy, Interpretable, and Explainable Artificial Intelligence. IEEE Access Recep Ozalp, Aysegül Uçar, Cüneyt Güzelis
2024	J	`jnl`	Data fusion integrated network forecasting scheme classifier (DFI-NFSC) via multi-layer perceptron decomposition architecture. Internet Things Erdem Çakan, Volkan Rodoplu, Cüneyt Güzelis
2024	J	`jnl`	Fire detection and risk assessment via Support Vector Regression with Flattening-Samples Based Augmented Regularization. Appl. Soft Comput. Mert Nakip, Nur Kelesoglu, Cüneyt Güzelis
2024	J	`jnl`	Multi-Sensor E-Nose Based on Online Transfer Learning Trend Predictive Neural Network. IEEE Access Pervin Bulucu, Mert Nakip, Cüneyt Güzelis
2024	J	`jnl`	Online learning of stable robust adaptive controllers design based on data-dependent feedback linearization with application to rotary inverted pendulum. Neural Comput. Appl. Mehmet Ugur Soydemir, Savas Sahin, Aykut Kocaoglu, Parvin Bulucu, Cüneyt Güzelis
2023	—	`conf`	Bayesian Networks as Approximations of Biochemical Networks. EPEW Adrien Le Coënt, Benoît Barbot, Nihal Pekergin, Cüneyt Güzelis
2023	J	`jnl`	Development of a deep wavelet pyramid scene parsing semantic segmentation network for scene perception in indoor environments. J. Ambient Intell. Humaniz. Comput. Simge Nur Aslan, Aysegül Uçar, Cüneyt Güzelis
2023	—	`conf`	Machine Learning Enabled Sleep Time Estimation (MLE-STE) Architecture for Indoor Positioning in Energy-Efficient Mobile Internet of Things. WF-IoT Alper Saylam, Cüneyt Güzelis, Volkan Rodoplu
2023	J	`jnl`	Renewable energy management in smart home environment via forecast embedded scheduling based on Recurrent Trend Predictive Neural Network. CoRR Mert Nakip, Onur Çopur, Emrah Biyik, Cüneyt Güzelis
2022	J	`jnl`	Dynamic Automatic Forecaster Selection via Artificial Neural Network Based Emulation to Enable Massive Access for the Internet of Things. J. Netw. Comput. Appl. Mert Nakip, Erdem Çakan, Volkan Rodoplu, Cüneyt Güzelis
2022	J	`jnl`	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. Arif Kerem Dayi, Volkan Rodoplu, Mert Nakip, Buse Pehlivan, Cüneyt Güzelis
2022	C	`conf`	Multi-Resolution Inter-Level Refinement (MR-ILR) Architecture for Anomaly Prediction in IoT Data. INISTA Rifat Orhan Çikmazel, Alper Saylam, Volkan Rodoplu, Cüneyt Güzelis
2022	J	`jnl`	New CNN and hybrid CNN-LSTM models for learning object manipulation of humanoid robots from demonstration. Clust. Comput. Simge Nur Aslan, Recep Ozalp, Aysegül Uçar, Cüneyt Güzelis
2022	J	`jnl`	New convolutional neural network models for efficient object recognition with humanoid robots. J. Inf. Telecommun. Simge Nur Aslan, Aysegül Uçar, Cüneyt Güzelis
2022	J	`jnl`	Predictability of Internet of Things Traffic at the Medium Access Control Layer Against Information-Theoretic Bounds. IEEE Access Mert Nakip, Baran Can Gül, Volkan Rodoplu, Cüneyt Güzelis
2021	J	`jnl`	An End-to-End Trainable Feature Selection-Forecasting Architecture Targeted at the Internet of Things. IEEE Access Mert Nakip, Kubilay Karakayali, Cüneyt Güzelis, Volkan Rodoplu
2021	B	`conf`	Learning to Move an Object by the Humanoid Robots by Using Deep Reinforcement Learning. Intelligent Environments (Workshops) Simge Nur Aslan, Burak Tasçi, Aysegül Uçar, Cüneyt Güzelis
2021	J	`jnl`	Recurrent Trend Predictive Neural Network for Multi-Sensor Fire Detection. IEEE Access Mert Nakip, Cüneyt Güzelis, Osman Yildiz
2021	—	`conf`	Subspace-Based Emulation of the Relationship Between Forecasting Error and Network Performance in Joint Forecasting-Scheduling for the Internet of Things. WF-IoT Mert Nakip, Alperen Helva, Cüneyt Güzelis, Volkan Rodoplu
2020	J	`jnl`	A Multiscale Algorithm for Joint Forecasting-Scheduling to Solve the Massive Access Problem of IoT. IEEE Internet Things J. Volkan Rodoplu, Mert Nakip, Deniz Türsel Eliiyi, Cüneyt Güzelis
2020	J	`jnl`	Conditional Weighted Ensemble of Transferred Models for Camera Based Onboard Pedestrian Detection in Railway Driver Support Systems. IEEE Trans. Veh. Technol. Tugçe Toprak, Burak Belenlioglu, Burak Aydin, Cüneyt Güzelis, M. Alper Selver
2020	J	`jnl`	Curse of Small Sample Size in Forecasting of the Active Cases in COVID-19 Outbreak. CoRR Mert Nakip, Onur Çopur, Cüneyt Güzelis
2020	C	`conf`	End-To-End Learning from Demonstation for Object Manipulation of Robotis-Op3 Humanoid Robot. INISTA Simge Nur Aslan, Recep Ozalp, Aysegül Uçar, Cüneyt Güzelis
2020	C	`conf`	Fast Object Recognition for Humanoid Robots by Using Deep Learning Models with Small Structure. INISTA Simge Nur Aslan, Aysegül Uçar, Cüneyt Güzelis
2020	J	`jnl`	Learning Stable Robust Adaptive NARMA Controller for UAV and Its Application to Twin Rotor MIMO Systems. Neural Process. Lett. Parvin Bulucu, Mehmet Ugur Soydemir, Savas Sahin, Aykut Kocaoglu, Cüneyt Güzelis
2020	J	`jnl`	Spatiotemporal chaotification of delta robot mixer for homogeneous graphene nanocomposite dispersing. Robotics Auton. Syst. Savas Sahin, Ali Emre Kavur, Sibel Demiroglu Mustafov, M. Ozgur Seydibeyoglu, Ozgun Baser, Yalçin Isler, Cüneyt Güzelis
2019	C	`conf`	An Implementation of Vision Based Deep Reinforcement Learning for Humanoid Robot Locomotion. INISTA Recen Özaln, Çagri Kaymak, Özal Yildirim, Aysegül Uçar, Yakup Demir, Cüneyt Güzelis
2019	—	`conf`	Comparative Study of Forecasting Schemes for IoT Device Traffic in Machine-to-Machine Communication. CCIOT Mert Nakip, Baran Can Gül, Volkan Rodoplu, Cüneyt Güzelis
2019	—	`conf`	Performance Analysis of Stable Adaptive NARMA Controller Scheme for Furuta Pendulum. ICSTCC Parvin Bulucu, Mehmet Ugur Soydemir, Savas Sahin, Aykut Kocaoglu, Cüneyt Güzelis
2018	J	`jnl`	Aggregation for Computing Multi-Modal Stationary Distributions in 1-D Gene Regulatory Networks. IEEE ACM Trans. Comput. Biol. Bioinform. Neslihan Avcu, Nihal Pekergin, Ferhan Pekergin, Cüneyt Güzelis
2017	J	`jnl`	Object recognition and detection with deep learning for autonomous driving applications. Simul. Aysegül Uçar, Yakup Demir, Cüneyt Güzelis
2016	J	`jnl`	A new facial expression recognition based on curvelet transform and online sequential extreme learning machine initialized with spherical clustering. Neural Comput. Appl. Aysegül Uçar, Yakup Demir, Cüneyt Güzelis
2016	Misc	`conf`	Design and implementation of chaotic system based robust delta robot for blending graphene nanoplatelets. MMAR Ali Emre Kavur, Sibel Demiroglu Mustafov, M. Ozgur Seydibeyoglu, Ozgun Baser, Cüneyt Güzelis, Savas Sahin
2016	C	`conf`	Moving towards in object recognition with deep learning for autonomous driving applications. INISTA Aysegül Uçar, Yakup Demir, Cüneyt Güzelis
2016	J	`jnl`	Online Learning ARMA Controllers With Guaranteed Closed-Loop Stability. IEEE Trans. Neural Networks Learn. Syst. Savas Sahin, Cüneyt Güzelis
2015	J	`jnl`	Determining the bistability parameter ranges of artificially induced lac operon using the root locus method. Comput. Biol. Medicine Neslihan Avcu, H. Alyürük, Güleser Kalayci Demir, Ferhan Pekergin, Levent Cavas, Cüneyt Güzelis
2015	J	`jnl`	Exploiting Chaos in Learning System Identification for Nonlinear State Space Models. Neural Process. Lett. Mehmet Ölmez, Cüneyt Güzelis
2015	—	`conf`	Numerically Efficient Analysis of a One-Dimensional Stochastic Lac Operon Model. ISCIS Neslihan Avcu, Nihal Pekergin, Ferhan Pekergin, Cüneyt Güzelis
2013	J	`jnl`	A Dynamical State Feedback Chaotification Method with Application on liquid mixing. J. Circuits Syst. Comput. Savas Sahin, Cüneyt Güzelis
2013	—	`conf`	Application of evolutionary algorithms to garment design. SIU Türker Ince, Arzu Vuruskan, Ender Bulgun, Cüneyt Güzelis
2012	—	`conf`	An automatic level set based liver segmentation from MRI data sets. IPTA Evgin Göçeri, M. Zubeyir Unlu, Cüneyt Güzelis, Oguz Dicle
2011	—	`ch.`	Multilevel Data Classification and Function Approximation Using Hierarchical Neural Networks. Computational Methods for the Innovative Design of Electrical Devices M. Alper Selver, Cüneyt Güzelis
2010	J	`jnl`	Integrating segmentation methods from different tools into a visualization program using an object-based plug-in interface. IEEE Trans. Inf. Technol. Biomed. Felix Fischer, M. Alper Selver, Walter Hillen, Cüneyt Güzelis
2009	J	`jnl`	Semiautomatic Transfer Function Initialization for Abdominal Visualization Using Self-Generating Hierarchical Radial Basis Function Networks. IEEE Trans. Vis. Comput. Graph. M. Alper Selver, Cüneyt Güzelis
2008	J	`jnl`	Patient oriented and robust automatic liver segmentation for pre-evaluation of liver transplantation. Comput. Biol. Medicine M. Alper Selver, Aykut Kocaoglu, Güleser Kalayci Demir, Hatice Dogan, Oguz Dicle, Cüneyt Güzelis
2007	J	`jnl`	Modelling the Stroop effect: A connectionist approach. Neurocomputing Gülay Büyükaksoy Kaplan, Neslihan Serap Sengör, Hakan Gürvit, Cüneyt Güzelis
2006	J	`jnl`	A composite neural network model for perseveration and distractibility in the Wisconsin card sorting test. Neural Networks Gülay Büyükaksoy Kaplan, Neslihan Serap Sengör, Hakan Gürvit, Ibrahim Genç, Cüneyt Güzelis
2006	J	`jnl`	Automatic classification of auditory brainstem responses using SVM-based feature selection algorithm for threshold detection. Eng. Appl. Artif. Intell. Nurettin Acir, Özcan Özdamar, Cüneyt Güzelis
2006	J	`jnl`	Robust and Fuzzy Spherical Clustering by a Penalty Parameter Approach. IEEE Trans. Circuits Syst. II Express Briefs Hatice Dogan, Cüneyt Güzelis
2005	—	`conf`	A New Formulation for Classification by Ellipsoids. TAINN Aysegül Uçar, Yakup Demir, Cüneyt Güzelis
2005	J	`jnl`	An energy function-based design method for discrete hopfield associative memory with attractive fixed points. IEEE Trans. Neural Networks Mehmet Kerem Müezzinoglu, Cüneyt Güzelis, Jacek M. Zurada
2005	J	`jnl`	Automatic detection of epileptiform events in EEG by a three-stage procedure based on artificial neural networks. IEEE Trans. Biomed. Eng. Nurettin Acir, Ibrahim Öztura, Mehmet Kuntalp, Baris Baklan, Cüneyt Güzelis
2005	J	`jnl`	Automatic recognition of sleep spindles in EEG via radial basis support vector machine based on a modified feature selection algorithm. Neural Comput. Appl. Nurettin Acir, Cüneyt Güzelis
2004	J	`jnl`	A Boolean Hebb rule for binary associative memory design. IEEE Trans. Neural Networks Mehmet Kerem Müezzinoglu, Cüneyt Güzelis
2004	—	`conf`	An Application of Support Vector Machine in Bioinformatics: Automated Recognition of Epileptiform Patterns in EEG Using SVM Classifier Designed by a Perturbation Method. ADVIS Nurettin Acir, Cüneyt Güzelis
2004	J	`jnl`	Associative Memory Design via Path Embedding into a Graph. Neural Process. Lett. Mehmet Kerem Müezzinoglu, Cüneyt Güzelis
2004	J	`jnl`	Automatic recognition of sleep spindles in EEG by using artificial neural networks. Expert Syst. Appl. Nurettin Acir, Cüneyt Güzelis
2004	J	`jnl`	Automatic spike detection in EEG by a two-stage procedure based on support vector machines. Comput. Biol. Medicine Nurettin Acir, Cüneyt Güzelis
2003	C	`conf`	A Gradient Network for Vector Quantization and Its Image Compression Applications. ICANN Hatice Dogan, Cüneyt Güzelis
2003	B	`conf`	A new design method for complex-valued multistate hopfield associative memory. IJCNN Mehmet Kerem Müezzinoglu, Cüneyt Güzelis, Jacek M. Zurada
2003	J	`jnl`	A new design method for the complex-valued multistate Hopfield associative memory. IEEE Trans. Neural Networks Mehmet Kerem Müezzinoglu, Cüneyt Güzelis, Jacek M. Zurada
2003	C	`conf`	Fuzzy Model Identification Using Support Vector Clustering Method. ICANN Aysegül Uçar, Yakup Demir, Cüneyt Güzelis
2003	J	`jnl`	Steady-State Analysis of Nonlinearly Coupled Chua's Circuits with Periodic Input. Int. J. Bifurc. Chaos Ferit Acar Savaci, Müstak E. Yalçin, Cüneyt Güzelis
2000	J	`jnl`	Analysis of input-output clustering for determining centers of RBFN. IEEE Trans. Neural Networks Learn. Syst. Zekeriya Uykan, Cüneyt Güzelis, Mehmet Ertugrul Çelebi, Heikki N. Koivo
1997	Misc	`conf`	Efficient image restoration using cellular neural networks. ICASSP Mehmet Ertugrul Çelebi, Cüneyt Güzelis
1995	—	`conf`	Lyapunov function based design of dynamical neural networks for restoration of blurred and noisy images. ICNN Mehmet Ertugrul Çelebi, Cüneyt Güzelis
1995	—	`conf`	Recurrent perceptron learning algorithm for CNNs with application to edge detection. ICNN Cüneyt Güzelis, S. Karamahmut
1995	B	`conf`	Supervised learning of smoothing parameters in image restoration by regularization under cellular neural networks framework. ICIP Bilge Günsel, Cüneyt Güzelis
1993	—	`ch.`	Chaotic Cellular Neural Networks Made of Chua's Circuits. Chua's Circuit Cüneyt Güzelis
1993	J	`jnl`	Chaotic Cellular Neural Networks Made of Chua's Circuits. J. Circuits Syst. Comput. Cüneyt Güzelis
1993	J	`jnl`	Stability analysis of generalized cellular neural networks. Int. J. Circuit Theory Appl. Cüneyt Güzelis, Leon O. Chua