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Selim Ickin

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2020 – today

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2024
[j6]
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Khalid El Yaacoub, Oscar Stenhammar, Selim Ickin, Konstantinos Vandikas:
Continual Learning With Siamese Neural Networks for Sustainable Network Management. IEEE Trans. Netw. Serv. Manag. 21(3): 2664-2674 (2024)
[c22]
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Tharuka Kasthuri Arachchige, Selim Ickin, Shahrooz Abghari, Veselka Boeva:
Clients Behavior Monitoring in Federated Learning via Eccentricity Analysis. EAIS 2024: 1-8
[c21]
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Merve Saimler, Selim Ickin, Giacomo Bernini, Nassima Toumi, Maria Diamanti, Symeon Papavassiliou, Milan Zivkovic, Ozgur Umut Akgul, Bahare Masood Khorsandi:
The Role of AI Enablers in Overcoming Impairments in 6G Networks. EuCNC/6G Summit 2024: 913-918
[c20]
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R. A. Albuquerque, Leonardo P. Dias, Junior Momo Ziazet, Konstantinos Vandikas, Selim Ickin, Brigitte Jaumard, Carlos Natalino, Lena Wosinska, Paolo Monti, Elaine Wong:
Asynchronous Federated Split Learning. ICFEC 2024: 11-18
2023
[c19]
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Selim Ickin:
Automated Feature Selection with Local Gradient Trajectory in Split Learning. NOMS 2023: 1-7
[c18]
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Selim Ickin, Dinand Roeland, Göran Hall:
Independent Split Model Inference at Operator Network for Network Performance Estimation. NOMS 2023: 1-9
2021
[j5]
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Selim Ickin, Markus Fiedler, Konstantinos Vandikas:
QoE Modeling on Split Features with Distributed Deep Learning. Network 1(2): 165-190 (2021)
[j4]
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Martin Boldt, Selim Ickin, Anton Borg, Valentin Kulyk, Jörgen Gustafsson:
Alarm Prediction in Cellular Base Stations Using Data-Driven Methods. IEEE Trans. Netw. Serv. Manag. 18(2): 1925-1933 (2021)
[c17]
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Selim Ickin:
Recommending Changes on QoE Factors with Conditional Variational AutoEncoder. FlexNets@SIGCOMM 2021: 20-25
[c16]
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Hannes Larsson, Hassam Riaz, Selim Ickin:
Automated Collaborator Selection for Federated Learning with Multi-armed Bandit Agents. FlexNets@SIGCOMM 2021: 44-49
2020
[j3]
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Martin Boldt, Anton Borg, Selim Ickin, Jörgen Gustafsson:
Anomaly detection of event sequences using multiple temporal resolutions and Markov chains. Knowl. Inf. Syst. 62(2): 669-686 (2020)
[c15]
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Selim Ickin, Konstantinos Vandikas, Farnaz Moradi, Jalil Taghia, Wenfeng Hu:
Ensemble-based Synthetic Data Synthesis for Federated QoE Modeling. NetSoft 2020: 72-76
[i2]
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  - journals/corr/abs-2003-08730
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Selim Ickin, Markus Fiedler, Konstantinos Vandikas:
Customized Video QoE Estimation with Algorithm-Agnostic Transfer Learning. CoRR abs/2003.08730 (2020)

2010 – 2019

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2019
[c14]
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Selim Ickin, Konstantinos Vandikas, Markus Fiedler:
Privacy Preserving QoE Modeling using Collaborative Learning. Internet-QoE@MOBICOM 2019: 13-18
[c13]
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Selim Ickin, Jawwad Ahmed, Andreas Johnsson, Jörgen Gustafsson:
On Network Performance Indicators for Network Promoter Score Estimation. QoMEX 2019: 1-3
[i1]
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Selim Ickin, Konstantinos Vandikas, Markus Fiedler:
Privacy Preserving QoE Modeling using Collaborative Learning. CoRR abs/1906.09248 (2019)
2018
[c12]
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Shahrooz Abghari, Veselka Boeva, Niklas Lavesson, Håkan Grahn, Selim Ickin, Jörgen Gustafsson:
A Minimum Spanning Tree Clustering Approach for Outlier Detection in Event Sequences. ICMLA 2018: 1123-1130
2017
[c11]
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Selim Ickin, Kai Petersen, Javier Gonzalez-Huerta:
Why Do Users Install and Delete Apps? A Survey Study. ICSOB 2017: 186-191
2016
[c10]
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Luis Guillermo Martinez Ballesteros, Selim Ickin, Markus Fiedler, Jan Markendahl, Konrad Tollmar, Katarzyna Wac:
Energy saving approaches for video streaming on smartphone based on QoE modeling. CCNC 2016: 103-106
[c9]
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Selim Ickin, Markus Fiedler:
Quality of Experience on Smartphones: Network, Application, and Energy Perspectives. ICIN 2016
2015
[b1]
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Selim Ickin:
Quality of Experience on Smartphones: Network, Application, and Energy Perspectives. Blekinge Institute of Technology, Sweden, 2015
[j2]
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Selim Ickin, Markus Fiedler, Katarzyna Wac, Patrik Arlos, Canberk Temiz, Khadija Mkocha:
VLQoE: Video QoE instrumentation on the smartphone. Multim. Tools Appl. 74(2): 381-411 (2015)
2014
[c8]
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Selim Ickin, Thomas Zinner, Katarzyna Wac, Markus Fiedler:
Catching the download train: Energy-efficient file downloading on smartphones. ITC 2014: 1-5
2013
[c7]
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Mattia Gustarini, Selim Ickin, Katarzyna Wac:
Evaluation of challenges in human subject studies "in-the-wild" using subjects' personal smartphones. UbiComp (Adjunct Publication) 2013: 1447-1456
[c6]
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Selim Ickin, Markus Fiedler, Katarzyna Wac:
Energy-based anomaly detection in quality of experience. WPMC 2013: 1-6
2012
[j1]
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Selim Ickin, Katarzyna Wac, Markus Fiedler, Lucjan Janowski, Jin-Hyuk Hong, Anind K. Dey:
Factors influencing quality of experience of commonly used mobile applications. IEEE Commun. Mag. 50(4): 48-56 (2012)
[c5]
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Selim Ickin, Markus Fiedler, Katarzyna Wac:
Demonstrating the stalling events with instantaneous total power consumption in smartphone-based live video streaming. SustainIT 2012: 1-4
[c4]
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Selim Ickin, Lucjan Janowski, Katarzyna Wac, Markus Fiedler:
Studying the challenges in assessing the perceived quality of mobile-phone based video. QoMEX 2012: 164-169
2011
[c3]
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Katarzyna Wac, Selim Ickin, Jin-Hyuk Hong, Lucjan Janowski, Markus Fiedler, Anind K. Dey:
Studying the experience of mobile applications used in different contexts of daily life. W-MUST@SIGCOMM 2011: 7-12
2010
[c2]
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Karel De Vogeleer, Selim Ickin, David Erman, Markus Fiedler:
PERIMETER: A user-centric mobility framework. LCN 2010: 625-626
[c1]
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Selim Ickin, Karel De Vogeleer, Markus Fiedler, David Erman:
The effects of Packet Delay Variation on the perceptual quality of video. LCN 2010: 663-668

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