Selim Ickin

According to our database, Selim Ickin authored at least 30 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Continual Learning With Siamese Neural Networks for Sustainable Network Management.

Khalid El Yaacoub, Oscar Stenhammar, Selim Ickin, Konstantinos Vandikas

IEEE Trans. Netw. Serv. Manag., June, 2024

Asynchronous Federated Split Learning.

R. A. Albuquerque, Leonardo P. Dias, Junior Momo Ziazet, Konstantinos Vandikas, Selim Ickin, Brigitte Jaumard, Carlos Natalino, Lena Wosinska, Paolo Monti, Elaine Wong

Proceedings of the 8th IEEE International Conference on Fog and Edge Computing, 2024

The Role of AI Enablers in Overcoming Impairments in 6G Networks.

Merve Saimler, Selim Ickin, Giacomo Bernini, Nassima Toumi, Maria Diamanti, Symeon Papavassiliou, Milan Zivkovic, Ozgur Umut Akgul, Bahare Masood Khorsandi

Proceedings of the Joint European Conference on Networks and Communications & 6G Summit, 2024

Clients Behavior Monitoring in Federated Learning via Eccentricity Analysis.

Tharuka Kasthuri Arachchige, Selim Ickin, Shahrooz Abghari, Veselka Boeva

Proceedings of the IEEE International Conference on Evolving and Adaptive Intelligent Systems, 2024

2023

Independent Split Model Inference at Operator Network for Network Performance Estimation.

Selim Ickin, Dinand Roeland, Göran Hall

Proceedings of the NOMS 2023, 2023

Automated Feature Selection with Local Gradient Trajectory in Split Learning.

Selim Ickin

Proceedings of the NOMS 2023, 2023

2021

Alarm Prediction in Cellular Base Stations Using Data-Driven Methods.

Martin Boldt, Selim Ickin, Anton Borg, Valentin Kulyk, Jörgen Gustafsson

IEEE Trans. Netw. Serv. Manag., 2021

QoE Modeling on Split Features with Distributed Deep Learning.

Selim Ickin, Markus Fiedler, Konstantinos Vandikas

Network, 2021

Automated Collaborator Selection for Federated Learning with Multi-armed Bandit Agents.

Hannes Larsson, Hassam Riaz, Selim Ickin

Proceedings of the FlexNets '21: Proceedings of the 4th FlexNets Workshop on Flexible Networks Artificial Intelligence Supported Network Flexibility and Agility, 2021

Recommending Changes on QoE Factors with Conditional Variational AutoEncoder.

Selim Ickin

Proceedings of the FlexNets '21: Proceedings of the 4th FlexNets Workshop on Flexible Networks Artificial Intelligence Supported Network Flexibility and Agility, 2021

2020

Anomaly detection of event sequences using multiple temporal resolutions and Markov chains.

Martin Boldt, Anton Borg, Selim Ickin, Jörgen Gustafsson

Knowl. Inf. Syst., 2020

Customized Video QoE Estimation with Algorithm-Agnostic Transfer Learning.

Selim Ickin, Markus Fiedler, Konstantinos Vandikas

CoRR, 2020

Ensemble-based Synthetic Data Synthesis for Federated QoE Modeling.

Selim Ickin, Konstantinos Vandikas, Farnaz Moradi, Jalil Taghia, Wenfeng Hu

Proceedings of the 6th IEEE Conference on Network Softwarization, 2020

2019

On Network Performance Indicators for Network Promoter Score Estimation.

Selim Ickin, Jawwad Ahmed, Andreas Johnsson, Jörgen Gustafsson

Proceedings of the 11th International Conference on Quality of Multimedia Experience QoMEX 2019, 2019

Privacy Preserving QoE Modeling using Collaborative Learning.

Selim Ickin, Konstantinos Vandikas, Markus Fiedler

Proceedings of the 4th Internet-QoE Workshop on QoE-based Analysis and Management of Data Communication Networks, 2019

2018

A Minimum Spanning Tree Clustering Approach for Outlier Detection in Event Sequences.

Shahrooz Abghari, Veselka Boeva, Niklas Lavesson, Håkan Grahn, Selim Ickin, Jörgen Gustafsson

Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

2017

Why Do Users Install and Delete Apps? A Survey Study.

Selim Ickin, Kai Petersen, Javier Gonzalez-Huerta

Proceedings of the Software Business - 8th International Conference, 2017

2016

Quality of Experience on Smartphones: Network, Application, and Energy Perspectives.

Selim Ickin, Markus Fiedler

Proceedings of the 2016 conference on Innovations in Clouds, Internet and Networks, 2016

Energy saving approaches for video streaming on smartphone based on QoE modeling.

Luis Guillermo Martinez Ballesteros, Selim Ickin, Markus Fiedler, Jan Markendahl, Konrad Tollmar, Katarzyna Wac

Proceedings of the 13th IEEE Annual Consumer Communications & Networking Conference, 2016

2015

Quality of Experience on Smartphones: Network, Application, and Energy Perspectives.

Selim Ickin

PhD thesis, 2015

VLQoE: Video QoE instrumentation on the smartphone.

Selim Ickin, Markus Fiedler, Katarzyna Wac, Patrik Arlos, Canberk Temiz, Khadija Mkocha

Multim. Tools Appl., 2015

2014

Catching the download train: Energy-efficient file downloading on smartphones.

Selim Ickin, Thomas Zinner, Katarzyna Wac, Markus Fiedler

Proceedings of the 2014 26th International Teletraffic Congress (ITC), 2014

2013

Energy-based anomaly detection in quality of experience.

Selim Ickin, Markus Fiedler, Katarzyna Wac

Proceedings of the 16th International Symposium on Wireless Personal Multimedia Communications, 2013

Evaluation of challenges in human subject studies "in-the-wild" using subjects' personal smartphones.

Mattia Gustarini, Selim Ickin, Katarzyna Wac

Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013

2012

Factors influencing quality of experience of commonly used mobile applications.

Selim Ickin, Katarzyna Wac, Markus Fiedler, Lucjan Janowski, Jin-Hyuk Hong, Anind K. Dey

IEEE Commun. Mag., 2012

Studying the challenges in assessing the perceived quality of mobile-phone based video.

Selim Ickin, Lucjan Janowski, Katarzyna Wac, Markus Fiedler

Proceedings of the Fourth International Workshop on Quality of Multimedia Experience, 2012

Demonstrating the stalling events with instantaneous total power consumption in smartphone-based live video streaming.

Selim Ickin, Markus Fiedler, Katarzyna Wac

Proceedings of the Sustainable Internet and ICT for Sustainability, 2012

2011

Studying the experience of mobile applications used in different contexts of daily life.

Katarzyna Wac, Selim Ickin, Jin-Hyuk Hong, Lucjan Janowski, Markus Fiedler, Anind K. Dey

Proceedings of the first ACM SIGCOMM workshop on Measurements up the stack, 2011

2010

PERIMETER: A user-centric mobility framework.

Karel De Vogeleer, Selim Ickin, David Erman, Markus Fiedler

Proceedings of the 35th Annual IEEE Conference on Local Computer Networks, 2010

The effects of Packet Delay Variation on the perceptual quality of video.

Selim Ickin, Karel De Vogeleer, Markus Fiedler, David Erman

Proceedings of the 35th Annual IEEE Conference on Local Computer Networks, 2010