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Ickin, Sélim
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1

Clients Behavior Monitoring in Federated Learning via Eccen..:

, In: 2024 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS),
Arachchige, Tharuka Kasthuri ; Ickin, Selim ; Abghari, Shahrooz. - p. 1-8 , 2024
Link: https://doi.org/10.1109/..
 
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2

Continual Learning With Siamese Neural Networks for Sustain..:

El Yaacoub, Khalid ; Stenhammar, Oscar ; Ickin, Selim.
IEEE Transactions on Network and Service Management.  21 (2024)  3 - p. 2664-2674 , 2024
Link: https://doi.org/10.1109/..
 
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3

The Role of AI Enablers in Overcoming Impairments in 6G Net..:

, In: 2024 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit),
Saimler, Merve ; Ickin, Selim ; Bernini, Giacomo... - p. 913-918 , 2024
Link: https://doi.org/10.1109/..
 
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4

Independent Split Model Inference at Operator Network for N..:

, In: NOMS 2023-2023 IEEE/IFIP Network Operations and Management Symposium,
Ickin, Selim ; Roeland, Dinand ; Hall, Goran - p. 1-9 , 2023
Link: https://doi.org/10.1109/..
 
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5

Automated Feature Selection with Local Gradient Trajectory ..:

, In: NOMS 2023-2023 IEEE/IFIP Network Operations and Management Symposium,
Ickin, Selim - p. 1-7 , 2023
Link: https://doi.org/10.1109/..
 
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6

Development of forecast models for COVID-19 hospital admiss..:

Taghia, Jalil ; Kulyk, Valentin ; Ickin, Selim...
Scientific Reports.  12 (2022)  1 - p. , 2022
Link: https://doi.org/10.1038/..
 
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7

QoE Modeling on Split Features with Distributed Deep Learni..:

Ickin, Selim ; Fiedler, Markus ; Vandikas, Konstantinos
Network.  1 (2021)  2 - p. 165-190 , 2021
Link: https://doi.org/10.3390/..
 
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8

Ensuring energy-efficient networks with Artificial Intellig..:

Vandikas, Konstantinos ; Hallberg, Helene ; Ickin, Selim...
Ericsson Technology Review.  2021 (2021)  4 - p. 2-10 , 2021
Link: https://doi.org/10.23919..
 
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9

Recommending Changes on QoE Factors with Conditional Variat..:

, In: Proceedings of the 4th FlexNets Workshop on Flexible Networks Artificial Intelligence Supported Network Flexibility and Agility,
Ickin, Selim - p. 20-25 , 2021
Link: https://dl.acm.org/doi/1..
 
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10

Automated Collaborator Selection for Federated Learning wit..:

, In: Proceedings of the 4th FlexNets Workshop on Flexible Networks Artificial Intelligence Supported Network Flexibility and Agility,
Larsson, Hannes ; Riaz, Hassam ; Ickin, Selim - p. 44-49 , 2021
Link: https://dl.acm.org/doi/1..
 
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11

Ensemble-based Synthetic Data Synthesis for Federated QoE M..:

, In: 2020 6th IEEE Conference on Network Softwarization (NetSoft),
Ickin, Selim ; Vandikas, Konstantinos ; Moradi, Farnaz.. - p. 72-76 , 2020
Link: https://doi.org/10.1109/..
 
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12

Anomaly detection of event sequences using multiple tempora..:

Boldt, Martin ; Borg, Anton ; Ickin, Selim.
Knowledge and Information Systems.  62 (2019)  2 - p. 669-686 , 2019
Link: https://doi.org/10.1007/..
 
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13

On Network Performance Indicators for Network Promoter Scor..:

, In: 2019 Eleventh International Conference on Quality of Multimedia Experience (QoMEX),
Ickin, Selim ; Ahmed, Jawwad ; Johnsson, Andreas. - p. 1-3 , 2019
Link: https://doi.org/10.1109/..
 
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14

Privacy Preserving QoE Modeling using Collaborative Learnin:

, In: Proceedings of the 4th Internet-QoE Workshop on QoE-based Analysis and Management of Data Communication Networks,
Ickin, Selim ; Vandikas, Konstantinos ; Fiedler, Markus - p. 13-18 , 2019
Link: https://dl.acm.org/doi/1..
 
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15

Energy saving approaches for video streaming on smartphone ..:

, In: 2016 13th IEEE Annual Consumer Communications & Networking Conference (CCNC),
Martinez Ballesteros, Luis Guillermo ; Ickin, Selim ; Fiedler, Markus... - p. 103-106 , 2016
Link: https://doi.org/10.1109/..
 
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