Cüneyt Güzelіș

Izmir University — Turkey

Computer Science · Physical Sciences

23h-index2.3kcitations154works6.22yr avg
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Research Topics

Neural Networks and Applications(35), Neural Networks Stability and Synchronization(24), Chaos control and synchronization(12), Advanced Neural Network Applications(11), Advanced Memory and Neural Computing(11)

Publications154 total

Data fusion integrated network forecasting scheme classifier (DFI-NFSC) via multi-layer perceptron decomposition architecture
Internet of Things·2024· 2 cited
Fire detection and risk assessment via Support Vector Regression with Flattening-Samples Based Augmented Regularization
Applied Soft Computing·2024· 6 cited
Design of an interactive fashion recommendation platform with intelligentsystems
Industria Textila·2024· 2 citedOpen Access
Online learning of stable robust adaptive controllers design based on data-dependent feedback linearization with application to rotary inverted pendulum
Neural Computing and Applications·2024· 4 citedOpen Access
Multi-Sensor E-Nose Based on Online Transfer Learning Trend Predictive Neural Network
IEEE Access·2024· 8 citedOpen Access
Advancements in Deep Reinforcement Learning and Inverse Reinforcement Learning for Robotic Manipulation: Toward Trustworthy, Interpretable, and Explainable Artificial Intelligence
IEEE Access·2024· 15 citedOpen Access
Machine Learning Enabled Sleep Time Estimation (MLE-STE) Architecture for Indoor Positioning in Energy-Efficient Mobile Internet of Things
2023
Renewable energy management in smart home environment via forecast embedded scheduling based on Recurrent Trend Predictive Neural Network
Applied Energy·2023· 46 citedOpen Access
Development of a New Robust Stable Walking Algorithm for a Humanoid Robot Using Deep Reinforcement Learning with Multi-Sensor Data Fusion
Electronics·2023· 18 citedOpen Access
Bayesian Networks as Approximations of Biochemical Networks
Lecture notes in computer science·2023· 2 citedOpen Access
MOSAL: A Subspace-Based Forecasting Algorithm for Throughput Maximization in IoT Networks
IEEE Sensors Journal·2022
Multi-Resolution Inter-Level Refinement (MR-ILR) Architecture for Anomaly Prediction in IoT Data
2022
Development of a deep wavelet pyramid scene parsing semantic segmentation network for scene perception in indoor environments
Journal of Ambient Intelligence and Humanized Computing·2022· 3 cited
Dynamic Automatic Forecaster Selection via Artificial Neural Network Based Emulation to Enable Massive Access for the Internet of Things
Journal of Network and Computer Applications·2022· 6 cited
Predictability of Internet of Things Traffic at the Medium Access Control Layer Against Information-Theoretic Bounds
IEEE Access·2022· 6 citedOpen Access
Multi Channel EEG Based Biometric System with a Custom Designed Convolutional Neural Network
Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering·2022· 6 cited
A Smart Home Demand Response System based on Artificial Neural Networks Augmented with Constraint Satisfaction Heuristic
2021 13th International Conference on Electrical and Electronics Engineering (ELECO)·2021· 4 cited
Wine Quality Assessment with Application Specific 2D Single Channel Convolutional Neural Networks
2021 13th International Conference on Electrical and Electronics Engineering (ELECO)·2021· 2 cited
Comparative Study of Forecasting Models for COVID-19 Outbreak in Turkey
2021 Innovations in Intelligent Systems and Applications Conference (ASYU)·2021· 1 cited
New convolutional neural network models for efficient object recognition with humanoid robots
Journal of Information and Telecommunication·2021· 2 citedOpen Access
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Frequent Co-authors

Mert Nakıp(8), Ayşegül Uçar(7), Yakup Demir(5), Savaş Şahin(5), Mehmet K. Muezzinoglu(4), Nurettin Acır(4), M. Alper Selver(4), Volkan Rodoplu(4), Jacek M. Żurada(3), Güleser Kalaycı Demir(3), Neslihan Avcu(3), Zekeriya Uykan(2), Nurettin Acır(2), Oğuz Dıcle(2), Gülay Büyükaksoy Kaplan(2), Neslihan Serap Şengör(2), Hakan Gürvıt(2), Deniz Türsel Eliiyi(2), Recep Özalp(2), Çağrı Kaymak(2)