Selim Ickin

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 20

Top Topics

Video Streaming

Privacy Preserving

Event Sequences

Collaborative Learning

Top Venues

IEEE Trans. Netw. Serv. Manag.

FlexNets@SIGCOMM

Publications

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)
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) (2024)
Tharuka Kasthuri Arachchige, Selim Ickin, Shahrooz Abghari, Veselka Boeva
Clients Behavior Monitoring in Federated Learning via Eccentricity Analysis. EAIS (2024)
Selim Ickin, Dinand Roeland, Göran Hall
Independent Split Model Inference at Operator Network for Network Performance Estimation. NOMS (2023)
Selim Ickin
Automated Feature Selection with Local Gradient Trajectory in Split Learning. NOMS (2023)
Selim Ickin
Recommending Changes on QoE Factors with Conditional Variational AutoEncoder. FlexNets@SIGCOMM (2021)
Selim Ickin, Markus Fiedler, Konstantinos Vandikas
QoE Modeling on Split Features with Distributed Deep Learning. Network 1 (2) (2021)
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) (2021)
Hannes Larsson, Hassam Riaz, Selim Ickin
Automated Collaborator Selection for Federated Learning with Multi-armed Bandit Agents. FlexNets@SIGCOMM (2021)
Selim Ickin, Markus Fiedler, Konstantinos Vandikas
Customized Video QoE Estimation with Algorithm-Agnostic Transfer Learning. CoRR (2020)
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) (2020)
Selim Ickin, Konstantinos Vandikas, Farnaz Moradi, Jalil Taghia, Wenfeng Hu
Ensemble-based Synthetic Data Synthesis for Federated QoE Modeling. NetSoft (2020)
Selim Ickin, Konstantinos Vandikas, Markus Fiedler
Privacy Preserving QoE Modeling using Collaborative Learning. Internet-QoE@MOBICOM (2019)
Selim Ickin, Jawwad Ahmed, Andreas Johnsson, Jörgen Gustafsson
On Network Performance Indicators for Network Promoter Score Estimation. QoMEX (2019)
Selim Ickin, Konstantinos Vandikas, Markus Fiedler
Privacy Preserving QoE Modeling using Collaborative Learning. CoRR (2019)
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)
Selim Ickin, Kai Petersen, Javier Gonzalez-Huerta
Why Do Users Install and Delete Apps? A Survey Study. ICSOB (2017)
Selim Ickin, Markus Fiedler
Quality of Experience on Smartphones: Network, Application, and Energy Perspectives. ICIN (2016)
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)
Selim Ickin, Markus Fiedler, Katarzyna Wac, Patrik Arlos, Canberk Temiz, Khadija Mkocha
VLQoE: Video QoE instrumentation on the smartphone. Multim. Tools Appl. 74 (2) (2015)
Selim Ickin, Thomas Zinner, Katarzyna Wac, Markus Fiedler
Catching the download train: Energy-efficient file downloading on smartphones. International Teletraffic Congress (2014)
Selim Ickin, Markus Fiedler, Katarzyna Wac
Energy-based anomaly detection in quality of experience. WPMC (2013)
Mattia Gustarini, Selim Ickin, Katarzyna Wac
Evaluation of challenges in human subject studies "in-the-wild" using subjects' personal smartphones. UbiComp (Adjunct Publication) (2013)
Selim Ickin, Markus Fiedler, Katarzyna Wac
Demonstrating the stalling events with instantaneous total power consumption in smartphone-based live video streaming. SustainIT (2012)
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) (2012)
Selim Ickin, Lucjan Janowski, Katarzyna Wac, Markus Fiedler
Studying the challenges in assessing the perceived quality of mobile-phone based video. QoMEX (2012)
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)
Karel De Vogeleer, Selim Ickin, David Erman, Markus Fiedler
PERIMETER: A user-centric mobility framework. LCN (2010)
Selim Ickin, Karel De Vogeleer, Markus Fiedler, David Erman
The effects of Packet Delay Variation on the perceptual quality of video. LCN (2010)