Athanasios Salamanis
Athanasios Salamanis
Software Engineer
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Managing spatial graph dependencies in large volumes of traffic data for travel-time prediction
A Salamanis, DD Kehagias, CK Filelis-Papadopoulos, D Tzovaras, ...
IEEE Transactions on Intelligent Transportation Systems 17 (6), 1678-1687, 2015
An interactive visual analytics platform for smart intelligent transportation systems management
I Kalamaras, A Zamichos, A Salamanis, A Drosou, DD Kehagias, ...
IEEE Transactions on Intelligent Transportation Systems 19 (2), 487-496, 2017
Identifying patterns under both normal and abnormal traffic conditions for short-term traffic prediction
A Salamanis, G Margaritis, DD Kehagias, G Matzoulas, D Tzovaras
Transportation research procedia 22, 665-674, 2017
Speed pattern recognition technique for short‐term traffic forecasting based on traffic dynamics
D Kehagias, A Salamanis, D Tzovaras
IET intelligent transport systems 9 (6), 646-653, 2015
Reputation assessment mechanism for carpooling applications based on clustering user travel preferences
A Salamanis, DD Kehagias, D Tsoukalas, D Tzovaras
International Journal of Transportation Science and Technology 8 (1), 68-81, 2019
Short-Term Traffic Prediction under Both Typical and Atypical Traffic Conditions using a Pattern Transition Model.
TI Theodorou, A Salamanis, DD Kehagias, D Tzovaras, C Tjortjis
VEHITS, 79-89, 2017
Evaluating the effect of time series segmentation on STARIMA-based traffic prediction model
A Salamanis, P Meladianos, D Kehagias, D Tzovaras
2015 IEEE 18th International Conference on Intelligent Transportation …, 2015
A probabilistic framework for the reliability assessment of crowd sourcing urban traffic reports
A Salamanis, A Drosou, D Michalopoulos, D Kehagias, D Tzovaras
Transportation Research Procedia 14, 4552-4561, 2016
An adaptive cluster-based sparse autoregressive model for large-scale multi-step traffic forecasting
AI Salamanis, AD Lipitakis, GA Gravvanis, S Kotsiantis, ...
Expert Systems with Applications 180, 115093, 2021
Benchmark comparison of analytical, data-based and hybrid models for multi-step short-term photovoltaic power generation forecasting
AI Salamanis, G Xanthopoulou, N Bezas, C Timplalexis, AD Bintoudi, ...
Energies 13 (22), 5978, 2020
Advanced parametric methods for short-term traffic forecasting in the era of big data
GA Gravvanis, AI Salamanis, CK Filelis-Papadopoulos
Machine Learning Paradigms: Advances in Data Analytics, 199-231, 2019
EXA2PRO: A Framework for High Development Productivity on Heterogeneous Computing Systems
L Papadopoulos, D Soudris, C Kessler, A Ernstsson, J Ahlqvist, N Vasilas, ...
IEEE Transactions on Parallel and Distributed Systems 33 (4), 792-804, 2021
An efficient method for accelerating training of short-term traffic prediction models in large-scale traffic networks
A I. Salamanis, G A. Gravvanis, C K. Filelis-Papadopoulos, D Tzovaras
24th Pan-Hellenic Conference on Informatics, 289-294, 2020
LSTM-Based Deep Learning Models for Long-Term Tourism Demand Forecasting
A Salamanis, G Xanthopoulou, D Kehagias, D Tzovaras
Electronics 11 (22), 3681, 2022
Mobility services data models for open and inclusive MaaS infrastructures
A Salamanis, T Ioakeimidis, M Gkemou, D Tzovaras, D Kehagias
2nd International Conference on Mobility as a Service, 2019
On the Evaluation of a Cluster-based Reputation Assessment Mechanism for Carpooling Applications.
E Mastorakis, AI Salamanis, DD Kehagias, D Tzovaras
5th International Conference on Vehicle Technology and Intelligent Transport …, 2019
An Innovative Mobile Application for Booking Parking Spots
P Spanidis, N Dimokas, M Panou, G Christainas, A Salamanis, ...
Smart Energy for Smart Transport: Proceedings of the 6th Conference on …, 2023
A Crowdsourcing Framework for Reporting Available Parking Spots in Urban Areas
G Christainas, D Kehagias, A Salamanis, P Spanidis, M Kyrkoy, ...
Smart Energy for Smart Transport: Proceedings of the 6th Conference on …, 2023
Energformer: A New Transformer Model for Energy Disaggregation
GF Angelis, C Timplalexis, AI Salamanis, S Krinidis, D Ioannidis, ...
IEEE Transactions on Consumer Electronics, 2023
Novel Sparse Feature Regression Method for Traffic Forecasting
AI Salamanis, GA Gravvanis, SB Kotsiantis, MN Vrahatis
International Journal on Artificial Intelligence Tools, 2022
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