Tolga Ergen

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Suleyman Serdar Kozat

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Publications

2020
[j6]
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Tolga Ergen, Suleyman Serdar Kozat:
A novel distributed anomaly detection algorithm based on support vector machines. Digit. Signal Process. 99: 102657 (2020)
[j5]
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Tolga Ergen, Ali H. Mirza, Suleyman Serdar Kozat:
Energy-Efficient LSTM Networks for Online Learning. IEEE Trans. Neural Networks Learn. Syst. 31(8): 3114-3126 (2020)
[j4]
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Tolga Ergen, Suleyman Serdar Kozat:
Unsupervised Anomaly Detection With LSTM Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 31(8): 3127-3141 (2020)
2019
[j3]
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  - journals/sigpro/KilicESK19
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Osman Fatih Kiliç, Tolga Ergen, Muhammed O. Sayin, Suleyman Serdar Kozat:
Team-optimal online estimation of dynamic parameters over distributed tree networks. Signal Process. 154: 148-158 (2019)
2018
[j2]
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Tolga Ergen, Suleyman Serdar Kozat:
Efficient Online Learning Algorithms Based on LSTM Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 29(8): 3772-3783 (2018)
[j1]
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Tolga Ergen, Suleyman Serdar Kozat:
Online Training of LSTM Networks in Distributed Systems for Variable Length Data Sequences. IEEE Trans. Neural Networks Learn. Syst. 29(10): 5159-5165 (2018)
[c5]
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  - conf/siu/ErgenSK18
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Tolga Ergen, Safa Onur Sahin, Suleyman Serdar Kozat:
Recurrent neural networks based online learning algorithms for distributed systems. SIU 2018: 1-4
2017
[c4]
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  - conf/siu/ErgenGSK17
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Tolga Ergen, Kaan Gökcesu, Mustafa Simsek, Suleyman Serdar Kozat:
Novelty detection using soft partitioning and hierarchical models. SIU 2017: 1-4
[c3]
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Tolga Ergen, Suleyman Serdar Kozat:
Neural networks based online learning. SIU 2017: 1-4
[c2]
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Tolga Ergen, Suleyman Serdar Kozat:
Online distributed nonlinear regression via neural networks. SIU 2017: 1-4
[c1]
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  - conf/siu/GokcesuECK17
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Kaan Gökcesu, Tolga Ergen, Selami Çiftçi, Suleyman Serdar Kozat:
An efficient bandit algorithm for general weight assignments. SIU 2017: 1-4
[i1]
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  - electronic edition @ arxiv.org (open access)
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  - journals/corr/abs-1710-09207
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Tolga Ergen, Ali Hassan Mirza, Suleyman Serdar Kozat:
Unsupervised and Semi-supervised Anomaly Detection with LSTM Neural Networks. CoRR abs/1710.09207 (2017)

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