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Suleyman Serdar Kozat

Bilkent University, DataBoss A.S

Context-Aware Ensemble Learning for Time Series

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Nov 30, 2022
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Crime Prediction with Graph Neural Networks and Multivariate Normal Distributions

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Dec 16, 2021
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Spatio-temporal Weather Forecasting and Attention Mechanism on Convolutional LSTMs

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Feb 01, 2021
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Markovian RNN: An Adaptive Time Series Prediction Network with HMM-based Switching for Nonstationary Environments

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Jun 17, 2020
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Unsupervised Online Anomaly Detection On Irregularly Sampled Or Missing Valued Time-Series Data Using LSTM Networks

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May 25, 2020
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Modeling of Spatio-Temporal Hawkes Processes with Randomized Kernels

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Mar 07, 2020
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Prediction with Spatio-temporal Point Processes with Self Organizing Decision Trees

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Mar 07, 2020
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Accelerating Min-Max Optimization with Application to Minimal Bounding Sphere

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May 29, 2019
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Sequential Outlier Detection based on Incremental Decision Trees

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Mar 09, 2018
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Unsupervised and Semi-supervised Anomaly Detection with LSTM Neural Networks

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Oct 25, 2017
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