Süleyman S. Kozat - Publications, H-index & Citations

Süleyman S. Kozat

Bilkent University

26H指数

290论文数

3.1K被引数

收录论文 38

发表时间

Soft Gradient Boosting With Learnable Feature Transforms for Sequential Regression 可学习的特征变换用于序列回归的软梯度提升

IEEE Signal Processing Letters

IF3.9

2025-12-26

PREAI

Huseyin Karaca; Suleyman Serdar Kozat

Hierarchical ensemble-based feature selection for time series prediction 基于层次化集成方法的时序预测特征选择

signal processing

IF3

2025-08-08

PREAI

Huseyin Karaca; Aysin Tumay; Ali Taha Koc; Suleyman Serdar Kozat

Fitting Multiple Machine Learning Models With Performance Based Clustering

ieee signal processing magazine

IF3.9

2025-01-01

PREAI

Lorasdagi, Mehmet E.; Koc, Ahmet B.; Koc, Ali T.; Kozat, Suleyman S.

Universal Online Convex Optimization With Minimax Optimal Second-Order Dynamic Regret 具有Minimax最优二阶动态后悔的通用在线凸优化

IEEE TRANSACTIONS ON AUTOMATIC CONTROL

IF7

2024-06-01

OAAI

Gokcesu, Hakan; Kozat, Suleyman Serdar

Exploiting residual errors in nonlinear online prediction

MACHINE LEARNING

IF2.9

2024-05-29

OAAI

Ilhan, Emirhan; Koc, Ahmet B.; Kozat, Suleyman S.

Numerical Weather Forecasting Using Convolutional-LSTM With Attention and Context Matcher Mechanisms

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2024-01-01

PREAI

Tekin, Selim Furkan; Fazla, Arda; Kozat, Suleyman Serdar

Deep intrinsically motivated exploration in continuous control

MACHINE LEARNING

IF2.9

2023-10-26

PREAI

Saglam, Baturay; Kozat, Suleyman S.

Spatiotemporal Sequence Prediction With Point Processes and Self-Organizing Decision Trees

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2023-06-01

OAAI

Karaahmetoglu, Oguzhan; Kozat, Suleyman Serdar

Markovian RNN: An Adaptive Time Series Prediction Network With HMM-Based Switching for Nonstationary Environments 马尔可夫RNN: 非平稳环境下基于HMM切换的自适应时间序列预测网络

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2023-02-01

OAAI

Ilhan, Fatih; Karaahmetoglu, Oguzhan; Balaban, Ismail; Kozat, Suleyman Serdar

Gradient Boosting With Moving-Average Terms for Nonlinear Sequential Regression

ieee signal processing magazine

IF3.9

2023-01-01

PREAI

Ilhan, Emirhan; Turali, Mehmet Y.; Kozat, Suleyman S.

Multi-Label Sentiment Analysis on 100 Languages With Dynamic Weighting for Label Imbalance

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2023-01-01

OAAI

Yilmaz, Selim F.; Kaynak, E. Batuhan; Koc, Aykut; Dibeklioglu, Hamdi; Kozat, Suleyman Serdar

Achieving Online Regression Performance of LSTMs With Simple RNNs

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2022-12-01

OAAI

Vural, N. Mert; Ilhan, Fatih; Yilmaz, Selim F.; Ergut, Salih; Kozat, Suleyman Serdar

Online Anomaly Detection With Bandwidth Optimized Hierarchical Kernel Density Estimators 具有带宽优化的分层核密度估计器的在线异常检测

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2021-09-01

PREAI

Kerpicci, Mine; Ozkan, Huseyin; Kozat, Suleyman Serdar

Energy-Efficient LSTM Networks for Online Learning 用于在线学习的高能效LSTM网络

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2020-08-01

OAAI

Ergen, Tolga; Mirza, Ali H.; Kozat, Suleyman Serdar

Unsupervised Anomaly Detection With LSTM Neural Networks

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2020-08-01

206

OAAI

Ergen, Tolga; Kozat, Suleyman Serdar

Nonuniformly Sampled Data Processing Using LSTM Networks

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2019-05-01

PREAI

Sahin, Safa Onur; Kozat, Suleyman Serdar

Asymptotically Optimal Contextual Bandit Algorithm Using Hierarchical Structures

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2019-03-01

OAAI

Neyshabouri, Mohammadreza Mohaghegh; Gokcesu, Kaan; Gokcesu, Hakan; Ozkan, Huseyin; Kozat, Suleyman Serdar

Nonlinear regression via incremental decision trees

PATTERN RECOGNITION

IF7.6

2019-02-01

PREAI

Vanli, N. Denizcan; Sayin, Muhammed O.; Mohaghegh, Mohammadreza N.; Ozkan, Huseyin; Kozat, Suleyman S.

Team-optimal online estimation of dynamic parameters over distributed tree networks

SIGNAL PROCESSING

IF3.6

2019-01-01

PREAI

Kilic, O. Fatih; Ergen, Tolga; Sayin, Muhammed O.; Kozat, Suleyman S.

An Online Minimax Optimal Algorithm for Adversarial Multiarmed Bandit Problem 对抗性多臂Bandit问题的在线Minimax最优算法

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2018-11-01

PREAI

Gokcesu, Kaan; Kozat, Suleyman Serdar

研究方向