Selim Ickin

36 papers A 1B 8C 2Misc 1Journal 11Unranked 12
YearRankTypeTitle / Venue / Authors
2025 B conf
Advancing AI-Native 6G Networks by AI Enablers.
PIMRC
Merve Saimler, Selim Ickin, Maria Diamanti, Giacomo Bernini, Milan Zivkovic, Nassima Toumi, Ozgur Umut Akgul
2025 — conf
FedCluLearn: Federated Continual Learning Using Stream Micro-cluster Indexing Scheme.
ECML/PKDD (2)
Milena Angelova, Veselka Boeva, Shahrooz Abghari, Selim Ickin, Xiaoyu Lan
2025 J jnl
On the Adoption of Distributed Intelligence Toward 6G Networks.
IEEE Access
Konstantinos Vandikas, Hannes Larsson, Selim Ickin, Hassam Riaz, Dagnachew Azene Temesgene, Hossein Shokri Ghadikolaei, Klaus Raizer, Peter Öhlén, Dinand Roeland, Alexandros Palaios
2025 J jnl
Sample Selection Methods for Federated Continual Learning in a Time Series Context.
IEEE Access
Selim Ickin, Xiaoyu Lan, Milena Angelova, Shahrooz Abghari, Veselka Boeva
2025 J jnl
Towards Green AI-Native Networks: Evaluation of Neural Circuit Policy for Estimating Energy Consumption of Base Stations.
CoRR
Selim Ickin, Shruti Bothe, Aman Raparia, Nitin Khanna, Erik Sanders
2024 C conf
Asynchronous Federated Split Learning.
ICFEC
R. A. Albuquerque, Leonardo P. Dias, Junior Momo Ziazet, Konstantinos Vandikas, Selim Ickin, Brigitte Jaumard, Carlos Natalino, Lena Wosinska, Paolo Monti, Elaine Wong
2024 — conf
Clients Behavior Monitoring in Federated Learning via Eccentricity Analysis.
EAIS
Tharuka Kasthuri Arachchige, Selim Ickin, Shahrooz Abghari, Veselka Boeva
2024 J jnl
Continual Learning With Siamese Neural Networks for Sustainable Network Management.
IEEE Trans. Netw. Serv. Manag.
Khalid El Yaacoub, Oscar Stenhammar, Selim Ickin, Konstantinos Vandikas
2024 — conf
The Role of AI Enablers in Overcoming Impairments in 6G Networks.
EuCNC/6G Summit
Merve Saimler, Selim Ickin, Giacomo Bernini, Nassima Toumi, Maria Diamanti, Symeon Papavassiliou, Milan Zivkovic, Ozgur Umut Akgul, Bahare Masood Khorsandi
2023 B conf
Automated Feature Selection with Local Gradient Trajectory in Split Learning.
NOMS
Selim Ickin
2023 B conf
Independent Split Model Inference at Operator Network for Network Performance Estimation.
NOMS
Selim Ickin, Dinand Roeland, Göran Hall
2021 J jnl
Alarm Prediction in Cellular Base Stations Using Data-Driven Methods.
IEEE Trans. Netw. Serv. Manag.
Martin Boldt, Selim Ickin, Anton Borg, Valentin Kulyk, Jörgen Gustafsson
2021 — conf
Automated Collaborator Selection for Federated Learning with Multi-armed Bandit Agents.
FlexNets@SIGCOMM
Hannes Larsson, Hassam Riaz, Selim Ickin
2021 J jnl
QoE Modeling on Split Features with Distributed Deep Learning.
Network
Selim Ickin, Markus Fiedler, Konstantinos Vandikas
2021 — conf
Recommending Changes on QoE Factors with Conditional Variational AutoEncoder.
FlexNets@SIGCOMM
Selim Ickin
2020 J jnl
Anomaly detection of event sequences using multiple temporal resolutions and Markov chains.
Knowl. Inf. Syst.
Martin Boldt, Anton Borg, Selim Ickin, Jörgen Gustafsson
2020 J jnl
Customized Video QoE Estimation with Algorithm-Agnostic Transfer Learning.
CoRR
Selim Ickin, Markus Fiedler, Konstantinos Vandikas
2020 B conf
Ensemble-based Synthetic Data Synthesis for Federated QoE Modeling.
NetSoft
Selim Ickin, Konstantinos Vandikas, Farnaz Moradi, Jalil Taghia, Wenfeng Hu
2019 B conf
On Network Performance Indicators for Network Promoter Score Estimation.
QoMEX
Selim Ickin, Jawwad Ahmed, Andreas Johnsson, Jörgen Gustafsson
2019 — conf
Privacy Preserving QoE Modeling using Collaborative Learning.
Internet-QoE@MOBICOM
Selim Ickin, Konstantinos Vandikas, Markus Fiedler
2019 J jnl
Privacy Preserving QoE Modeling using Collaborative Learning.
CoRR
Selim Ickin, Konstantinos Vandikas, Markus Fiedler
2018 C conf
A Minimum Spanning Tree Clustering Approach for Outlier Detection in Event Sequences.
ICMLA
Shahrooz Abghari, Veselka Boeva, Niklas Lavesson, Håkan Grahn, Selim Ickin, Jörgen Gustafsson
2017 — conf
Why Do Users Install and Delete Apps? A Survey Study.
ICSOB
Selim Ickin, Kai Petersen, Javier Gonzalez-Huerta
2016 — conf
Energy saving approaches for video streaming on smartphone based on QoE modeling.
CCNC
Luis Guillermo Martinez Ballesteros, Selim Ickin, Markus Fiedler, Jan Markendahl, Konrad Tollmar, Katarzyna Wac
2016 Misc conf
Quality of Experience on Smartphones: Network, Application, and Energy Perspectives.
ICIN
Selim Ickin, Markus Fiedler
2015 — —
Quality of Experience on Smartphones: Network, Application, and Energy Perspectives.
Selim Ickin
2015 J jnl
VLQoE: Video QoE instrumentation on the smartphone.
Multim. Tools Appl.
Selim Ickin, Markus Fiedler, Katarzyna Wac, Patrik Arlos, Canberk Temiz, Khadija Mkocha
2014 A conf
Catching the download train: Energy-efficient file downloading on smartphones.
ITC
Selim Ickin, Thomas Zinner, Katarzyna Wac, Markus Fiedler
2013 — conf
Energy-based anomaly detection in quality of experience.
WPMC
Selim Ickin, Markus Fiedler, Katarzyna Wac
2013 — conf
Evaluation of challenges in human subject studies "in-the-wild" using subjects' personal smartphones.
UbiComp (Adjunct Publication)
Mattia Gustarini, Selim Ickin, Katarzyna Wac
2012 — conf
Demonstrating the stalling events with instantaneous total power consumption in smartphone-based live video streaming.
SustainIT
Selim Ickin, Markus Fiedler, Katarzyna Wac
2012 J jnl
Factors influencing quality of experience of commonly used mobile applications.
IEEE Commun. Mag.
Selim Ickin, Katarzyna Wac, Markus Fiedler, Lucjan Janowski, Jin-Hyuk Hong, Anind K. Dey
2012 B conf
Studying the challenges in assessing the perceived quality of mobile-phone based video.
QoMEX
Selim Ickin, Lucjan Janowski, Katarzyna Wac, Markus Fiedler
2011 — conf
Studying the experience of mobile applications used in different contexts of daily life.
W-MUST@SIGCOMM
Katarzyna Wac, Selim Ickin, Jin-Hyuk Hong, Lucjan Janowski, Markus Fiedler, Anind K. Dey
2010 B conf
PERIMETER: A user-centric mobility framework.
LCN
Karel De Vogeleer, Selim Ickin, David Erman, Markus Fiedler
2010 B conf
The effects of Packet Delay Variation on the perceptual quality of video.
LCN
Selim Ickin, Karel De Vogeleer, Markus Fiedler, David Erman