Athanasios I. Salamanis

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 7

Top Topics

Sparse Regression

Top Venues

IEEE Trans. Consumer Electron.

Expert Syst. Appl.

Publications

Athanasios I. Salamanis, George A. Gravvanis, Sotiris B. Kotsiantis, Michael N. Vrahatis
Novel Sparse Feature Regression Method for Traffic Forecasting. Int. J. Artif. Intell. Tools 32 (1) (2023)
Athanasios I. Salamanis, George A. Gravvanis, Sotiris Kotsiantis, Konstantinos M. Giannoutakis
A generic sparse regression imputation method for time series and tabular data. Knowl. Based Syst. 279 (2023)
Georgios-Fotios Angelis, Christos Timplalexis, Athanasios I. Salamanis, Stelios Krinidis, Dimosthenis Ioannidis, Dionysios D. Kehagias, Dimitrios Tzovaras
Energformer: A New Transformer Model for Energy Disaggregation. IEEE Trans. Consumer Electron. 69 (3) (2023)
Athanasios I. Salamanis, Anastasia-Dimitra Lipitakis, George A. Gravvanis, Sotiris Kotsiantis, Dimosthenis Anagnostopoulos
An adaptive cluster-based sparse autoregressive model for large-scale multi-step traffic forecasting. Expert Syst. Appl. 180 (2021)
Athanasios I. Salamanis, George A. Gravvanis, Christos K. Filelis-Papadopoulos, Dimitrios Tzovaras
An Efficient Method for Accelerating Training of Short-Term Traffic Prediction Models in Large-Scale Traffic Networks. PCI (2020)
Athanasios I. Salamanis, George A. Gravvanis, Christos K. Filelis-Papadopoulos, Dimitrios Michail
Benchmark Comparison of Methods for Approximate Neighborhood Estimation of Road Segments in Large-Scale Traffic Networks. PCI (2020)
Emmanouil Mastorakis, Athanasios I. Salamanis, Dionysios D. Kehagias, Dimitrios Tzovaras
On the Evaluation of a Cluster-based Reputation Assessment Mechanism for Carpooling Applications. VEHITS (2019)