Publications

Peer-Reviewed Journal Articles

  1. Nikos Vasilas, Athanasios Papadopoulos, Lazaros Papadopoulos, Athanasios Salamanis, Panagiotis Kazepidis, Dimitrios Soudris, Dionysios Kehagias, Panos Seferlis, “Approximate Computing, Skeleton Programming and Run-Time Scheduling in an Algorithm for Process Design and Controllability in Distributed and Heterogeneous Infrastructures ”, Computers and Chemical Engineering, June, 2022

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  1. Napoleon Bezas, Christos Timplalexis, Athanasios I Salamanis, Vasileios Karapatsias, Dimosthenis Ioannidis, Dionysios Kehagias, Christos S Ioakimidis, Dimitrios Tzovaras, “Utilizing hybrid feature extraction, tree-based learning and data-lightweight model retraining for accurate short-term and day-ahead residential load forecasting”, Sustainable Energy, Grids and Networks, December 2021 (under review)

  2. Lazaros Papadopoulos, Dimitris John Soudris, Christoph Kessler, August Ernstsson, Johan Ahlqvist, Nikos Vasilas, Athanasios Papadopoulos, Panos Seferlis, Charles Prouveur, Matthieu Haefele, Samuel Paul Thibault, Athanasios Salamanis, Theodoros Ioakimidis, Dionisis D Kehagias, “EXA2PRO: A Framework for High Development Productivity on Heterogeneous Computing Systems”, IEEE Transactions on Parallel and Distributed Systems, 2021

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  1. Salamanis, A., Lipitakis, A.-D., Gravvanis, G., Kotsiantis, S., Anagnostopoulos, D., “An Adaptive Cluster-based Sparse Autoregressive Model for Large-Scale Multi-Step Traffic Forecasting”, Expert Systems with Applications, vol. 180, 2021

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  1. Salamanis, A.I.; Xanthopoulou, G.; Bezas, N.; Timplalexis, C.; Bintoudi, A.D.; Zyglakis, L.; Tsolakis, A.C.; Ioannidis, D.; Kehagias, D.; Tzovaras, D., Benchmark Comparison of Analytical, Data-Based and Hybrid Models for Multi-Step Short-Term Photovoltaic Power Generation Forecasting. Energies, 2020, 13, 5978

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  1. Salamanis, A., Kehagias, D., Tsoukalas, D., Tzovaras, D., “Reputation Assessment Mechanism for Carpooling Applications based on Clustering User Travel Preferences”, in International Journal of Transportation Science and Technology, 2019

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  1. Kalamaras, I., Zamichos, Salamanis, A., Drosou, A., Kehagias, D., Margaritis, G., Papadopoulos, S., Tzovaras, D., “An Interactive Visual Analytics Platform for Smart Intelligent Transportation Systems Management”, IEEE Transactions on Intelligent Transportation Systems, vol. 19, no. 2, Feb. 2018, pp. 487 - 496

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  1. Salamanis, A., Kehagias, D., Filelis-Papadopoulos, C. K., Tzovaras, D., Gravvanis, G.A., “Managing Spatial Graph Dependencies in Large Volumes of Traffic Data for Travel-Time Prediction”, IEEE Transactions on Intelligent Transportation Systems, vol.17, no. 6, June 2016, pp. 1678-1687

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  1. Kehagias, D., Salamanis, A., Tzovaras, D., “Speed pattern recognition technique for short-term traffic forecasting based on traffic dynamics”, in IET Intelligent Transport Systems, vol. 9, no. 6, August 2015, pp. 646-653

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Peer-Reviewed Conference Papers

  1. Grigorios Christainas, Anastasia-Maria Kampyli, Dionysios Kehagias, Menelaos Kyrkou, Spyros Kontogiannis, Paraskevi-Maria Machaira, Andreas Paraskevopoulos, Athanasios Salamanis, Pavlos Spanidis, Nikolaos Zacharatos, Christos Zaroliagis, “SocialPARK: An integrated Parking-as-a-Service Ecosystem”, 14th ITS European Congress, Toulouse, France, 30 May-1 June 2022

  2. Pavlos Spanidis, Nikolaos Dimokas, Mary Panou, Grigorios Christainas, Athanasios Salamanis, Dionysios Kehagias, An innovative mobile application for booking parking spaces”, 6th Conference on Sustainable Urban Mobility, Smart Energy for Smart Transport (CSUM 2022), Skiathos Island, Greece, 31 August – 2 September 2022 (to be presented)

  3. Grigorios Christainas, Dionysios Kehagias, Athanasios Salamanis, Pavlos Spanidis, Menelaos Kyrkou, Dimitrios Tzovaras, A Crowdsourcing Framework for Reporting Available Parking Spots in Urban Areas”, 6th Conference on Sustainable Urban Mobility, Smart Energy for Smart Transport (CSUM 2022), Skiathos Island, Greece, 31 August – 2 September 2022 (to be presented)

  4. Carlo Giro, Athanasios Salamanis, Ted Zotos, Dionysios Kehagias, Dimitrios Tzovaras, Samson Tsegay, “Towards establishing a unique and technically sustainable Mobility Token driven Mobility-as-a-Service (MaaS) approach”, 27th ITS World Congress, Hamburg, Germany, 11-15 October 2021

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  1. Athanasios Salamanis, Grigorios Christainas, Dionysios D Kehagias, Dimitrios Tzovaras, “A Graph-Based Reputation Assessment System for Online Review Communities”, 2020 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT), 14-17 Dec. 2020

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  1. Salamanis, A., Gravvanis, G., Filelis-Papadopoulos, C., Michail, D., “Benchmark Comparison of Methods for Approximate Neighborhood Estimation of Road Segments in Large-Scale Traffic Networks”, PCI 2020: 24th Pan-Hellenic Conference on Informatics, November 2020, Athens, Greece, pp. 295–300

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  1. Salamanis, A., Gravvanis, G., Filelis-Papadopoulos, C., Tzovaras, D., “An Efficient Method for Accelerating Training of Short-Term Traffic Prediction Models in Large-Scale Traffic Networks”, PCI 2020: 24th Pan-Hellenic Conference on Informatics, November 2020, Athens, Greece, pp. 289–294

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  1. Salamanis, A., Ioakeimidis, T., Kehagias, D., Gkemou, M., Tzovaras, D., “MyCorridor MaaS: A stakeholder-inclusive MaaS platform”, TRA2020: Rethinking transport – towards clean and inclusive mobility, April 2020, Helsinki, Finland (cancelled due to the COVID-19 pandemic)

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  1. Salamanis, A., Ioakeimidis, T., Gkemou, M., Kehagias, D., Tzovaras, D., “Mobility services data models for open and inclusive MaaS infrastructures”, 2nd International Conference on Mobility as a Service (ICoMaaS), 03 – 04 December 2019, Tampere, Finland

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  1. Mastorakis, E., Salamanis, A., Kehagias, D., Tzovaras, D., “On the Evaluation of a Cluster-based Reputation Assessment Mechanism for Carpooling Applications”, Vehicle Technology and Intelligent Transport Systems (VEHITS 2019), 03 - 05 May 2019, Heraklion, Crete - Greece

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  1. Tsoukalas, D., Salamanis, A., Kehagias, D., Tzovaras, D., “A Maintainable and Secure Backend Infrastructure for Carpooling Applications”, Transportation Research Arena 2018 (TRA 2018), 16 – 19 April 2018, Vienna, Austria

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  1. Xanthopoulou, G., Salamanis, A., Kehagias, D., Antoniou, I., Bratsas, C., Tzovaras, D., “Forecasting Power Output of Photovoltaic Systems Using Linear, Non-Linear and Enhanced Models”, in International Work-Conference on Time Series Analysis (ITISE 2017), 18 - 20 September 2017, Granada, Spain

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  1. Theodorou, T-I., Salamanis A., Kehagias, D., Tzovaras, D., Tjortjis, C., “Short-Term Traffic Prediction Under both Typical and Atypical Traffic Conditions using a Pattern Transition Model”, in 3rd International Conference on Vehicle Technology and Intelligent Transport Systems (VEHITS 2017), 24 April 2017, Porto, Portugal

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  1. Salamanis, A., Margaritis, G., Kehagias, D., Matzoulas, G., Tzovaras, D., “Identifying patterns under both normal and abnormal traffic conditions for short-term traffic prediction”, in 19th EURO Working Group on Transportation Meeting (EWGT 2016), 5 - 7 September 2016, Istanbul, Turkey

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  1. Salamanis, A., Michalopoulos, D., Kehagias, D., Tzovaras, D., “A Probabilistic Framework for the Reliability Assessment of Crowd Sourcing Urban Traffic Reports”, in 6th European Transport Research Conference (TRA 2016), 18 - 21 April 2016, Warsaw, Poland

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  1. Salamanis, A., Meladianos, P., Kehagias, D., Tzovaras, D., “Evaluating the Effect of Time Series Segmentation on STARIMA-Based Traffic Prediction Model”, in 2015 IEEE 18th International Conference on Intelligent Transportation Systems (ITSC 2015), 15-18 September 2015, Canary Islands, Spain

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  1. Kehagias, D., Salamanis, A., Tzovaras, D., “Using speed dynamics for short-term traffic forecasting”, in 10th ITS European Congress, 16–19 June 2014, Helsinki, Finland

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Peer-Reviewed Short Conference Papers

  1. Salamanis, A., Theodorou, I., T., Kehagias, D., Tzovaras, D., “A Regime-Switching Model for Short-Term Traffic Prediction under both Typical and Atypical conditions”, NIPS Workshop: Machine Learning for Spatiotemporal Forecasting, 10 December 2016, Barcelona, Spain

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Book Chapters

  1. Gkemou, M., Devetzoglou, M. A., Touliou, K., Salamanis, A., Bekiaris, E., “A User and Stakeholder-Driven Approach for Cross-Border, Seamless and Personalised MaaS Provision”, in Towards User-Centric Transport in Europe 2 - Enablers of Inclusive, Seamless and Sustainable Mobility, Springer International Publishing, pp. 245 - 266, 06 February 2020

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  1. Gravvanis, G.A., Salamanis, A., Filelis-Papadopoulos, C. K., “Advanced Parametric Methods for Short-Term Traffic Forecasting in the Era of Big Data”, in "Machine Learning Paradigms: Advances in Data Analytics", Springer International Publishing, pp. 199--231, 2018

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