Time Series Feature Evaluation in Discriminating Preictal EEG States. - Dimitris Kugiumtzis; Angeliki Papana; Alkiviadis Tsimpiris; Ioannis Vlachos 001; Pål G. Larsson (ISBMDA, 2006)

Feature selection for classification of oscillating time series. - Alkiviadis Tsimpiris; Dimitris Kugiumtzis (Expert Syst. J. Knowl. Eng., 2012)

Nearest neighbor estimate of conditional mutual information in feature selection. - Alkiviadis Tsimpiris; Ioannis Vlachos 001; Dimitris Kugiumtzis (Expert Syst. Appl., 2012)

Εξόρυξη γνώσης από βάσεις χρονοσειρών: επιλογή χαρακτηριστικών και κατηγοριοποίηση - Alkiviadis Tsimpiris (2012)

Geometrical facial feature selection for person identification. - Alkiviadis Tsimpiris; Dimitris Kugiumtzis; Anastasios Drosou; Christos Ilioudis; George Pangalos; Dimitrios Tzovaras (FUSION, 2013)

Dimensionality reduction for enhanced 3D face recognition. - Anastasios Drosou; Alkiviadis Tsimpiris; Dimitris Kugiumtzis; Nikos Porfyriou; Dimosthenis Ioannidis; Dimitrios Tzovaras (IISA, 2013)

Causality networks from multivariate time series and application to epilepsy. - Elsa Siggiridou; Christos Koutlis; Alkiviadis Tsimpiris; Vasilios K. Kimiskidis; Dimitris Kugiumtzis (EMBC, 2015)

Transcranial Magnetic Stimulation Combined with EEG Reveals Covert States of Elevated Excitability in the Human Epileptic Brain. - Vasilios K. Kimiskidis; Christos Koutlis; Alkiviadis Tsimpiris; Reetta Kälviäinen; Philippe Ryvlin; Dimitris Kugiumtzis (Int. J. Neural Syst., 2015)

Dynamics of Epileptiform Discharges Induced by Transcranial Magnetic Stimulation in Genetic Generalized Epilepsy. - Dimitris Kugiumtzis; Christos Koutlis; Alkiviadis Tsimpiris; Vasilios K. Kimiskidis (Int. J. Neural Syst., 2017)

Evaluation of Granger Causality Measures for Constructing Networks from Multivariate Time Series. - Elsa Siggiridou; Christos Koutlis; Alkiviadis Tsimpiris; Dimitris Kugiumtzis (Entropy, 2019)

Open-source OCR Engine Integration with Greek Dictionary. - Alkiviadis Tsimpiris; Dimitrios Varsamis; Charalampos Strouthopoulos; George Pavlidis; Chairi Kiourt (PCI, 2021)

Predicting Student Performance and Enhancing Learning Outcomes: A Data-Driven Approach Using Educational Data Mining Techniques. - Athanasios Angeioplastis; John Aliprantis; Markos Konstantakis; Alkiviadis Tsimpiris (Comput., 2025)