Athanasios Salamanis

According to our database, Athanasios Salamanis authored at least 15 papers between 2015 and 2023.

Collaborative distances:

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

2023

A generic sparse regression imputation method for time series and tabular data.

Athanasios I. Salamanis, George A. Gravvanis, Sotiris Kotsiantis, Konstantinos M. Giannoutakis

Knowl. Based Syst., November, 2023

Energformer: A New Transformer Model for Energy Disaggregation.

Georgios-Fotios Angelis, Christos Timplalexis, Athanasios I. Salamanis, Stelios Krinidis, Dimosthenis Ioannidis, Dionysios D. Kehagias, Dimitrios Tzovaras

IEEE Trans. Consumer Electron., August, 2023

Novel Sparse Feature Regression Method for Traffic Forecasting.

Athanasios I. Salamanis, George A. Gravvanis, Sotiris B. Kotsiantis, Michael N. Vrahatis

Int. J. Artif. Intell. Tools, February, 2023

2022

EXA2PRO: A Framework for High Development Productivity on Heterogeneous Computing Systems.

Lazaros Papadopoulos, Dimitrios Soudris, Christoph W. Kessler, August Ernstsson, Johan Ahlqvist, Nikos Vasilas, Athanasios I. Papadopoulos, Panos Seferlis, Charles Prouveur, Matthieu Haefele, Samuel Thibault, Athanasios Salamanis, Theodoros Ioakimidis, Dionysios D. Kehagias

IEEE Trans. Parallel Distributed Syst., 2022

Approximate computing, skeleton programming and run-time scheduling in an algorithm for process design and controllability in distributed and heterogeneous infrastructures.

Nikos Vasilas, Athanasios I. Papadopoulos, Lazaros Papadopoulos, Athanasios Salamanis, Panagiotis Kazepidis, Dimitrios Soudris, Dionisis D. Kehagias, Panos Seferlis

Comput. Chem. Eng., 2022

2021

An adaptive cluster-based sparse autoregressive model for large-scale multi-step traffic forecasting.

Athanasios I. Salamanis, Anastasia-Dimitra Lipitakis, George A. Gravvanis, Sotiris Kotsiantis, Dimosthenis Anagnostopoulos

Expert Syst. Appl., 2021

2020

A Graph-Based Reputation Assessment System for Online Review Communities.

Athanasios Salamanis, Grigorios Christainas, Dionysios D. Kehagias, Dimitrios Tzovaras

Proceedings of the IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2020

An Efficient Method for Accelerating Training of Short-Term Traffic Prediction Models in Large-Scale Traffic Networks.

Athanasios I. Salamanis, George A. Gravvanis, Christos K. Filelis-Papadopoulos, Dimitrios Tzovaras

Proceedings of the PCI 2020: 24th Pan-Hellenic Conference on Informatics, 2020

Benchmark Comparison of Methods for Approximate Neighborhood Estimation of Road Segments in Large-Scale Traffic Networks.

Athanasios I. Salamanis, George A. Gravvanis, Christos K. Filelis-Papadopoulos, Dimitrios Michail

Proceedings of the PCI 2020: 24th Pan-Hellenic Conference on Informatics, 2020

2019

Advanced Parametric Methods for Short-Term Traffic Forecasting in the Era of Big Data.

George A. Gravvanis, Athanasios I. Salamanis, Christos K. Filelis-Papadopoulos

Proceedings of the Machine Learning Paradigms - Advances in Data Analytics, 2019

On the Evaluation of a Cluster-based Reputation Assessment Mechanism for Carpooling Applications.

Emmanouil Mastorakis, Athanasios I. Salamanis, Dionysios D. Kehagias, Dimitrios Tzovaras

Proceedings of the 5th International Conference on Vehicle Technology and Intelligent Transport Systems, 2019

2018

An Interactive Visual Analytics Platform for Smart Intelligent Transportation Systems Management.

Ilias Kalamaras, Alexandros Zamichos, Athanasios Salamanis, Anastasios Drosou, Dionysios D. Kehagias, Georgios Margaritis, Stavros Papadopoulos, Dimitrios Tzovaras

IEEE Trans. Intell. Transp. Syst., 2018

2017

Short-Term Traffic Prediction under Both Typical and Atypical Traffic Conditions using a Pattern Transition Model.

Traianos-Ioannis Theodorou, Athanasios Salamanis, Dionysios D. Kehagias, Dimitrios Tzovaras, Christos Tjortjis

Proceedings of the 3rd International Conference on Vehicle Technology and Intelligent Transport Systems, 2017

2016

Managing Spatial Graph Dependencies in Large Volumes of Traffic Data for Travel-Time Prediction.

Athanasios Salamanis, Dionysios D. Kehagias, Christos K. Filelis-Papadopoulos, Dimitrios Tzovaras, George A. Gravvanis

IEEE Trans. Intell. Transp. Syst., 2016

2015

Evaluating the Effect of Time Series Segmentation on STARIMA-Based Traffic Prediction Model.

Athanasios Salamanis, Polykarpos Meladianos, Dionysios D. Kehagias, Dimitrios Tzovaras

Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015