引用次数
引用: 344
H-指数: 10
I10-指数 : 11
出版物: 31
An Efficient Method for Accelerating Training of Short-Term Traffic Prediction Models in Large-Scale Traffic Networks
George A. Gravvanis , Dimitrios Tzovaras , Athanasios I. Salamanis , Christos K. Filelis-Papadopoulos
panhellenic conference on informatics 289 -294
1
2020
Benchmark Comparison of Methods for Approximate Neighborhood Estimation of Road Segments in Large-Scale Traffic Networks
George A. Gravvanis , Dimitrios Michail , Athanasios I. Salamanis , Christos K. Filelis-Papadopoulos
panhellenic conference on informatics 295 -300
2020
An Adaptive Cluster-based Sparse Autoregressive Model for Large-Scale Multi-Step Traffic Forecasting
George A. Gravvanis , Sotiris Kotsiantis , Anastasia-Dimitra Lipitakis , Dimosthenis Anagnostopoulos
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
Athanasios I. Salamanis , Georgia Xanthopoulou , Napoleon Bezas , Christos Timplalexis
Energies 13 ( 22) 5978
1
2020
Advanced Parametric Methods for Short-Term Traffic Forecasting in the Era of Big Data
George A. Gravvanis , Athanasios I. Salamanis , Christos K. Filelis-Papadopoulos
Machine Learning Paradigms 199 -231
1
2019
Novel sparse feature regression method for traffic forecasting
AI Salamanis , GA Gravvanis , SB Kotsiantis , MN Vrahatis
International Journal on Artificial Intelligence Tools 32 ( 1) 2350008 (1 -27)
1
2023
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
3rd International Conference on Vehicle Technology and Intelligent Transport Systems 79 -89
4
2017
Reputation assessment mechanism for carpooling applications based on clustering user travel preferences
Athanasios Salamanis , Dionysios D. Kehagias , Dimitrios Tsoukalas , Dimitrios Tzovaras
International journal of transportation science and technology 8 ( 1) 68 -81
17
2019
A Probabilistic Framework for the Reliability Assessment of Crowd Sourcing Urban Traffic Reports
Athanasios Salamanis , Anastasios Drosou , Dimitrios Michalopoulos , Dionysios Kehagias
Transportation Research Procedia 14 4552 -4561
4
2016
Identifying patterns under both normal and abnormal traffic conditions for short-term traffic prediction
Athanasios Salamanis , Giorgos Margaritis , Dionysios D. Kehagias , Georgios Matzoulas
Transportation research procedia 22 665 -674
12
2017
Speed pattern recognition technique for short-term traffic forecasting based on traffic dynamics
Dimitrios Tzovaras , Dionysios Kehagias , Athanasios Salamanis
Iet Intelligent Transport Systems 9 ( 6) 646 -653
21
2015
Evaluating the Effect of Time Series Segmentation on STARIMA-Based Traffic Prediction Model
Athanasios Salamanis , Polykarpos Meladianos , Dionysios Kehagias , Dimitrios Tzovaras
international conference on intelligent transportation systems 2225 -2230
6
2015
EXA2PRO: a framework for high development productivity on heterogeneous computing systems
Lazaros Papadopoulos , Dimitrios Soudris , Christoph Kessler , August Ernstsson
IEEE Transactions on Parallel and Distributed Systems 33 ( 4) 792 -804
10
2021
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
IEEE Transactions on Intelligent Transportation Systems 17 ( 6) 1678 -1687
92
2015
An interactive visual analytics platform for smart intelligent transportation systems management
Ilias Kalamaras , Alexandros Zamichos , Athanasios Salamanis , Anastasios Drosou
IEEE Transactions on Intelligent Transportation Systems 19 ( 2) 487 -496
73
2017
LSTM-based deep learning models for long-term tourism demand forecasting
Athanasios Salamanis , Georgia Xanthopoulou , Dionysios Kehagias , Dimitrios Tzovaras
Electronics 11 ( 22) 3681 -3681
9
2022
A Crowdsourcing Framework for Reporting Available Parking Spots in Urban Areas
Grigorios Christainas , Dionysios Kehagias , Athanasios Salamanis , Pavlos Spanidis
Springer Nature Switzerland 323 -334
2022
Utilizing hybrid feature extraction, tree-based learning and data-lightweight model re-training for accurate short-term and day-ahead residential load forecasting
Napoleon Bezas , Christos Timplalexis , Athanasios Salamanis , Vasileios Karapatsias
2021
A Graph-Based Reputation Assessment System for Online Review Communities
Athanasios Salamanis , Grigorios Christainas , Dionysios D Kehagias , Dimitrios Tzovaras
2020 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT) 375 -380
2020
Dionysios Kehagias Dimitrios Tzovaras George A. Gravvanis Christos Filelis-Papadopoulos Anastasios Drosou Dimosthenis Ioannidis Ilias Kalamaras Sotiris Kotsiantis Christos Timplalexis Lazaros Papadopoulos Dimitrios Soudris Panos Seferlis Athanasios I. Papadopoulos Christos Tjortjis Dimitrios Tsoukalas Angelina Bintoudi Apostolos C. Tsolakis Dimitrios Michalopoulos Anastasia- Dimitra Lipitakis Polykarpos Meladianos