| 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 | 92 | 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 | 76 | 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 | 37 | 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 | 23 | 2015 |
| 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 International Conference on Vehicle Technology and Intelligent Transport …, 2017 | 20 | 2017 |
| 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 | 18 | 2019 |
| Energformer: A new transformer model for energy disaggregation GF Angelis, C Timplalexis, AI Salamanis, S Krinidis, D Ioannidis, ... IEEE Transactions on Consumer Electronics 69 (3), 308-320, 2023 | 16 | 2023 |
| 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 | 15 | 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 | 14 | 2020 |
| 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 | 14 | 2016 |
| LSTM-based deep learning models for long-term tourism demand forecasting A Salamanis, G Xanthopoulou, D Kehagias, D Tzovaras Electronics 11 (22), 3681, 2022 | 11 | 2022 |
| 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 | 11 | 2015 |
| 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 | 10 | 2021 |
| 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 | 6 | 2019 |
| A generic sparse regression imputation method for time series and tabular data AI Salamanis, GA Gravvanis, S Kotsiantis, KM Giannoutakis Knowledge-Based Systems 279, 110965, 2023 | 1 | 2023 |
| Novel Sparse Feature Regression Method for Traffic Forecasting AI Salamanis, GA Gravvanis, SB Kotsiantis, MN Vrahatis International Journal on Artificial Intelligence Tools 32 (01), 2350008, 2023 | 1 | 2023 |
| Approximate computing, skeleton programming and run-time scheduling in an algorithm for process design and controllability in distributed and heterogeneous infrastructures N Vasilas, AI Papadopoulos, L Papadopoulos, A Salamanis, P Kazepidis, ... Computers & Chemical Engineering 164, 107874, 2022 | 1 | 2022 |
| 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 Proceedings of the 24th Pan-Hellenic Conference on Informatics, 289-294, 2020 | 1 | 2020 |
| 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 | 1 | 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 | 1 | 2019 |
Dionysios KehagiasPrincipal Researcher (Grade B), Centre for Research and Technology Hellas (CERTH-ITI)Verified email at iti.gr
