Alexandros Palaios

54 papers B 8C 4Misc 1Journal 14Unranked 27

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Causal Graph Generation and Validation for Cognitive 6G Networks. EuCNC/6G Summit Mehmet Karaca, Jishnu Sadasivan, Alexandros Palaios, András Zahemszky
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	B	`conf`	Online Learning for Autonomous Management of Intent-Based 6G Networks. PIMRC Rustu Erciyes Karakaya, Özgür Erçetin, Huseyin Ozkan, Mehmet Karaca, Elham Dehghan Biyar, Alexandros Palaios
2025	—	`conf`	Quantifying Model Drift in Machine Learning for Estimating Wireless Link Quality. MeditCom Aswin Palathumveettil Jagadeesan, Isikcan Yilmaz, Alexandros Palaios, Giang T. Nguyen, Frank H. P. Fitzek
2025	Misc	`conf`	Safe and Explainable AI in 6G Telecommunication Systems: The Way Forward. CogSIMA Amadeu do Nascimento Júnior, Alexandros Palaios, Klaus Raizer, Swarup Kumar Mohalik, Rafia Inam
2025	J	`jnl`	Toward AI in 6G: Concepts, Techniques, and Standards. IEEE Access Sina Shafaei, Alexandros Palaios, Zied Ennaceur, Jiajing Zhang, Vedhas Pandit, Pramesh Gautam, Afsaneh Gharouni, Borislava Gajic, Bitan Banerjee, Sachinkumar Bavikatti Mallikarjun, Mohammad Asif Habibi, Phuong Bich Duong, Simone Mangiante, Muhammad Qurratulain Khan, Mohammad Parvini, Philipp Schulz, Faizan Rauf, Norman Franchi, Renato L. G. Cavalcante, Jochen Fink, Philipp Reitz, Maximilian Lübke, Torsten Reißland, Ali El Husseini, Reem Karaki, Zahra Seifaei, Marco Danger, Carsten Bockelmann, Arne Bröring, Guenter Klas, Slawomir Stanczak, Hans D. Schotten, Gerhard P. Fettweis, Admela Jukan, Giang T. Nguyen, Rafael F. Schaefer, Ralf Irmer, Christian Wietfeld, Armin Dekorsy
2024	J	`jnl`	Online Learning for Autonomous Management of Intent-based 6G Networks. CoRR Erciyes Karakaya, Özgür Erçetin, Huseyin Ozkan, Mehmet Karaca, Elham Dehghan Biyar, Alexandros Palaios
2024	J	`jnl`	QoS prediction in radio vehicular environments via prior user information. CoRR Noor Ul Ain, Rodrigo Hernangómez, Alexandros Palaios, Martin Kasparick, Slawomir Stanczak
2024	J	`jnl`	Toward an AI-Enabled Connected Industry: AGV Communication and Sensor Measurement Datasets. IEEE Commun. Mag. Rodrigo Hernangómez, Alexandros Palaios, Cara Watermann, Daniel Schäufele, Philipp Geuer, Rafail Ismayilov, Mohammad Parvini, Anton Krause, Martin Kasparick, Thomas Neugebauer, Oscar Dario Ramos-Cantor, Hugues Tchouankem, Jose Leon Calvo, Bo Chen, Gerhard P. Fettweis, Slawomir Stanczak
2023	—	`conf`	Berlin V2X: A Machine Learning Dataset from Multiple Vehicles and Radio Access Technologies. VTC2023-Spring Rodrigo Hernangómez, Philipp Geuer, Alexandros Palaios, Daniel Schäufele, Cara Watermann, Khawla Taleb-Bouhemadi, Mohammad Parvini, Anton Krause, Sanket Partani, Christian Vielhaus, Martin Kasparick, Daniel Fabian Külzer, Friedrich Burmeister, Frank H. P. Fitzek, Hans D. Schotten, Gerhard P. Fettweis, Slawomir Stanczak
2023	B	`conf`	Cell- and Area-based ML Models: Unlocking High Precision Models for Radio Access Networks. WCNC Philipp Geuer, Alexandros Palaios, Roman Zhohov
2023	—	`conf`	Deep Learning-Supported Kriging for Interpolation of High-Resolution Indoor REMs. EuCNC/6G Summit Friedrich Burmeister, Alexandros Palaios, Philipp Geuer, Anton Krause, Richard Jacob, Philipp Schulz, Gerhard P. Fettweis
2023	J	`jnl`	Machine Learning for QoS Prediction in Vehicular Communication: Challenges and Solution Approaches. IEEE Access Alexandros Palaios, Christian L. Vielhaus, Daniel Fabian Külzer, Cara Watermann, Rodrigo Hernangómez, Sanket Partani, Philipp Geuer, Anton Krause, Raja Sattiraju, Martin Kasparick, Gerhard P. Fettweis, Frank H. P. Fitzek, Hans D. Schotten, Slawomir Stanczak
2023	J	`jnl`	Next Generation Mobile Networks' Enablers: Machine Learning-Assisted Mobility, Traffic, and Radio Channel Prediction. IEEE Commun. Mag. Henrik Rydén, Hamed Farhadi, Alexandros Palaios, László Hévizi, David Sandberg, Tor Kvernvik
2023	J	`jnl`	Predictive Quality of Service in Cellular Networks: Challenges, Framework, and Application in Vehicular Communications. IEEE Commun. Mag. Ricardo Blasco, Guido Carlo Ferrante, Cara Watermann, Alexandros Palaios
2023	J	`jnl`	The Story of QoS Prediction in Vehicular Communication: From Radio Environment Statistics to Network-Access Throughput Prediction. CoRR Alexandros Palaios, Christian L. Vielhaus, Daniel Fabian Külzer, Cara Watermann, Rodrigo Hernangómez, Sanket Partani, Philipp Geuer, Anton Krause, Raja Sattiraju, Martin Kasparick, Gerhard P. Fettweis, Frank H. P. Fitzek, Hans D. Schotten, Slawomir Stanczak
2023	—	`conf`	Towards a 3GPP Network-based Framework for Improving Service Assurance and Load Balancing. EuCNC/6G Summit Cara Watermann, Philipp Geuer, Henning Wiemann, Roman Zhohov, Alexandros Palaios
2023	J	`jnl`	Towards an AI-enabled Connected Industry: AGV Communication and Sensor Measurement Datasets. CoRR Rodrigo Hernangómez, Alexandros Palaios, Cara Watermann, Daniel Schäufele, Philipp Geuer, Rafail Ismayilov, Mohammad Parvini, Anton Krause, Martin Kasparick, Thomas Neugebauer, Oscar Dario Ramos-Cantor, Hugues Tchouankem, Jose Leon Calvo, Bo Chen, Slawomir Stanczak, Gerhard P. Fettweis
2022	B	`conf`	Automatic RRC Reconfigurations Based on User Mobility Patterns. NOMS László Hévizi, Alexandros Palaios
2022	J	`jnl`	Berlin V2X: A Machine Learning Dataset from Multiple Vehicles and Radio Access Technologies. CoRR Rodrigo Hernangómez, Philipp Geuer, Alexandros Palaios, Daniel Schäufele, Cara Watermann, Khawla Taleb-Bouhemadi, Mohammad Parvini, Anton Krause, Sanket Partani, Christian Vielhaus, Martin Kasparick, Daniel Fabian Külzer, Friedrich Burmeister, Slawomir Stanczak, Gerhard P. Fettweis, Hans D. Schotten, Frank H. P. Fitzek
2022	—	`conf`	Handover Predictions as an Enabler for Anticipatory Service Adaptations in Next-Generation Cellular Networks. MobiWac Christian L. Vielhaus, Johannes V. S. Busch, Philipp Geuer, Alexandros Palaios, Justus Rischke, Daniel Fabian Külzer, Vincent Latzko, Frank H. P. Fitzek
2022	J	`jnl`	Mobility, traffic and radio channel prediction: 5G and beyond applications. CoRR Henrik Rydén, Alexandros Palaios, László Hévizi, David Sandberg, Tor Kvernvik, Hamed Farhadi
2022	—	`conf`	Online QoS estimation for vehicular radio environments. EUSIPCO Rodrigo Hernangómez, Alexandros Palaios, Gayathri Guruvayoorappan, Martin Kasparick, Noor Ul Ain, Slawomir Stanczak
2021	—	`conf`	AI4Mobile: Use Cases and Challenges of AI-based QoS Prediction for High-Mobility Scenarios. VTC Spring Daniel Fabian Külzer, Martin Kasparick, Alexandros Palaios, Raja Sattiraju, Oscar Dario Ramos-Cantor, Dennis Wieruch, Hugues Tchouankem, Fabian Göttsch, Philipp Geuer, Jens Schwardmann, Gerhard P. Fettweis, Hans D. Schotten, Slawomir Stanczak
2021	—	`conf`	Effect of Spatial, Temporal and Network Features on Uplink and Downlink Throughput Prediction. 5GWF Alexandros Palaios, Christian Vielhaus, Daniel Fabian Külzer, Philipp Geuer, Raja Sattiraju, Jochen Fink, Martin Kasparick, Cara Watermann, Gerhard P. Fettweis, Frank H. P. Fitzek, Hans D. Schotten, Slawomir Stanczak
2021	—	`conf`	Learning from large-scale commercial networks: challenges and knowledge extraction towards machine learning use cases. 5G-MeMZ@SIGCOMM Roman Zhohov, Alexandros Palaios, Philipp Geuer
2021	B	`conf`	Network under Control: Multi-Vehicle E2E Measurements for AI-based QoS Prediction. PIMRC Alexandros Palaios, Philipp Geuer, Jochen Fink, Daniel Fabian Külzer, Fabian Göttsch, Martin Kasparick, Daniel Schäufele, Rodrigo Hernangómez, Sanket Partani, Raja Sattiraju, Atul Kumar, Friedrich Burmeister, Andreas Weinand, Christian Vielhaus, Frank H. P. Fitzek, Gerhard P. Fettweis, Hans D. Schotten, Slawomir Stanczak
2021	—	`conf`	One Step Further: Tunable and Explainable Throughput Prediction based on Large-scale Commercial Networks. 5GWF Roman Zhohov, Alexandros Palaios, Philipp Geuer
2021	—	`conf`	Reducing Latency: Improving Handover Procedure Using Machine Learning. VTC Spring Roman Zhohov, Alexandros Palaios, Henrik Rydén, Reza Moosavi, Joel Berglund
2018	J	`jnl`	Contemporary Study of Radio Noise Characteristics in Diverse Environments. IEEE Access Alexandros Palaios, Vanya M. Miteva, Petri Mähönen
2017	J	`jnl`	Detailed Measurement Study of Spatial Similarity in Spectrum Use in Dense Urban Environments. IEEE Trans. Veh. Technol. Alexandros Palaios, Janne Riihijärvi, Oliver Holland, Petri Mähönen
2016	C	`conf`	Measurement-based study on the influence of localization errors on estimated shadow correlations. WoWMoM Nikos Perpinias, Alexandros Palaios, Janne Riihijärvi, Petri Mähönen
2016	—	`conf`	Propagation models for users crossing forest areas in central European forest environments. MILCOM Alexandros Palaios, Kushwah Nagendra Singh, Petri Mähönen
2016	—	`conf`	Understanding Current Background Noise Characteristics: Frequency and Time Domain Measurements of Noise on Multiple Locations. CrownCom Alexandros Palaios, Vanya M. Miteva, Janne Riihijärvi, Petri Mähönen
2016	—	`conf`	Understanding European forest radio propagation dynamics with in and out of forest transmitters. MILCOM Alexandros Palaios, Masih Nilforoushan, Petri Mähönen
2016	B	`conf`	When the whispers become noise: A contemporary look at radio noise levels. WCNC Alexandros Palaios, Vanya M. Miteva, Janne Riihijärvi, Petri Mähönen
2015	—	`conf`	A measurement-based study on the use of spatial interpolation for propagation estimation. ICC Nikos Perpinias, Alexandros Palaios, Janne Riihijärvi, Petri Mähönen
2015	C	`conf`	A software tool for coverage planning through different applications of optimal spatial interpolation. WOWMOM Nikos Perpinias, Alexandros Palaios, Janne Riihijärvi, Petri Mähönen
2015	C	`conf`	An experimental study on the statistical properties of radio environment noise. WOWMOM Alexandros Palaios, Hauke Dose, Janne Riihijärvi, Petri Mähönen
2015	—	`conf`	On the time dynamics of commercial networks with comparable data sets across europe. WCNC Workshops Alexandros Palaios, Janne Riihijärvi, Petri Mähönen, Vladimir Atanasovski, Liljana Gavrilovska, Peter Van Wesemael, Antoine Dejonghe, Peter Scheele
2014	—	`conf`	A Study on the Forest Radio Propagation Characteristics in European Mixed Forest Environment. MILCOM Alexandros Palaios, Yann Labou, Petri Mähönen
2014	—	`conf`	From Paris to London: Comparative analysis of licensed spectrum use in two European metropolises. DySPAN Alexandros Palaios, Janne Riihijärvi, Petri Mähönen
2014	—	`conf`	Impact of the path loss model on the spatial structure of shadow fading. ICC Nikos Perpinias, Alexandros Palaios, Janne Riihijärvi, Petri Mähönen
2014	—	`conf`	On the Study of Shadow Correlations of Two Radio Frequencies in an Urban Environment. MILCOM Nikos Perpinias, Alexandros Palaios, Janne Riihijärvi, Petri Mähönen
2014	B	`conf`	Slicing the shadowing uncertainty: A measurement-based critical study of spatially correlated Gaussian models of shadow fading. PIMRC Nikos Perpinias, Alexandros Palaios, Janne Riihijärvi, Petri Mähönen
2014	B	`conf`	Studying and mitigating the impact of GPS localization error on radio environment map construction. PIMRC Alexandros Palaios, Sathishkumar Jagadeesan, Nikos Perpinias, Janne Riihijärvi, Petri Mähönen
2014	—	`conf`	When primary users whisper: A preliminary analysis on correlations of population-traffic dynamics. CrownCom Alexandros Palaios, Maria Michalopoulou, Janne Riihijärvi, Petri Mähönen
2013	B	`conf`	A week in London: Spectrum usage in metropolitan London. PIMRC Alexandros Palaios, Janne Riihijärvi, Oliver Holland, Petri Mähönen
2013	—	`conf`	Measurements of Shadow Correlations in a Suburban Environment on the 485 MHz Band. VTC Fall Nikos Perpinias, Alexandros Palaios, Janne Riihijärvi, Petri Mähönen
2013	C	`conf`	Performance evaluation of single-chip spectrum sensing platform for portable spectrum measurements. WOWMOM Alexandros Palaios, Janne Riihijärvi, Petri Mähönen, Peter Van Wesemael, Mattias Desmet, Antoine Dejonghe
2013	—	`conf`	Two days of European spectrum: Preliminary analysis of concurrent spectrum use in seven European sites in GSM and ISM bands. ICC Alexandros Palaios, Janne Riihijärvi, Petri Mähönen, Vladimir Atanasovski, Liljana Gavrilovska, Peter Van Wesemael, Antoine Dejonghe, Peter Scheele
2012	—	`conf`	Measurements of spectrum use in London: Exploratory data analysis and study of temporal, spatial and frequency-domain dynamics. DySPAN Alexandros Palaios, Janne Riihijärvi, Oliver Holland, Andreas Achtzehn, Petri Mähönen
2012	—	`conf`	Shadow fading correlations with compressive sensing: Prediction accuracy. ICC Alexandros Palaios, Petri Mähönen, Janne Riihijärvi
2012	—	`conf`	Two days of spectrum use in Europe. CrownCom Alexandros Palaios, Janne Riihijärvi, Petri Mähönen, Vladimir Atanasovski, Liljana Gavrilovska, Peter Van Wesemael, Antoine Dejonghe, Peter Scheele