Ioannis Vlachos

According to our database, Ioannis Vlachos authored at least 15 papers between 2006 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Detecting Nonlinear Interactions in Complex Systems: Application in Financial Markets.

Akylas Fotiadis, Ioannis Vlachos, Dimitris Kugiumtzis

Entropy, February, 2023

SAVE-WATER: Increasing cross-border infrastructure's capacity for water management.

Ioannis Vlachos, Nikolaos Marios Polymenakos, Evangelos Alvanitopoulos, Marios Anagnostou, Ioannis Karydis, Markos Avlonitis

Proceedings of the Workshop on Research Projects Track @ RCIS 2023 co-located with RCIS 2023, 2023

2018

Multivariate Matching Pursuit Decomposition and Normalized Gabor Entropy for Quantification of Preictal Trends in Epilepsy.

Rui Liu, Bharat Karumuri, Joshua Adkinson, Timothy Noah Hutson, Ioannis Vlachos, Leon D. Iasemidis

Entropy, 2018

Mutual information in the frequency domain for the study of biological systems.

Rui Liu, Ioannis Vlachos

Biomed. Signal Process. Control., 2018

2017

The Concept of Effective Inflow: Application to Interictal Localization of the Epileptogenic Focus From iEEG.

Ioannis Vlachos, Balu Krishnan, David Treiman, Konstantinos Tsakalis, Dimitris Kugiumtzis, Leon D. Iasemidis

IEEE Trans. Biomed. Eng., 2017

2016

Recovery of Dynamics and Function in Spiking Neural Networks with Closed-Loop Control.

Ioannis Vlachos, Taskin Deniz, Ad Aertsen, Arvind Kumar

PLoS Comput. Biol., 2016

2015

Dynamical Regularity for Action Analysis.

Vinay Venkataraman, Ioannis Vlachos, Pavan K. Turaga

Proceedings of the British Machine Vision Conference 2015, 2015

2014

Σύγχρονες μεθοδολογίες ανάλυσης ιατρικών δεδομένων: εφαρμογή στην αθηρωμάτωση

Ioannis Vlachos

PhD thesis, 2014

Brain dynamics based automated epileptic seizure detection.

Vinay Venkataraman, Ioannis Vlachos, Aaron Faith, Balu Krishnan, Kostas Tsakalis, David Treiman, Leon D. Iasemidis

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013

Neural system prediction and identification challenge.

Ioannis Vlachos, Yury V. Zaytsev, Sebastian Spreizer, Ad Aertsen, Arvind Kumar

Frontiers Neuroinformatics, 2013

2012

Beyond Statistical Significance: Implications of Network Structure on Neuronal Activity.

Ioannis Vlachos, Ad Aertsen, Arvind Kumar

PLoS Comput. Biol., 2012

Nearest neighbor estimate of conditional mutual information in feature selection.

Alkiviadis Tsimpiris, Ioannis Vlachos, Dimitris Kugiumtzis

Expert Syst. Appl., 2012

2011

Context-Dependent Encoding of Fear and Extinction Memories in a Large-Scale Network Model of the Basal Amygdala.

Ioannis Vlachos, Cyril Herry, Andreas Lüthi, Ad Aertsen, Arvind Kumar

PLoS Comput. Biol., 2011

2010

Non-uniform state space reconstruction and coupling detection

Ioannis Vlachos, Dimitris Kugiumtzis

CoRR, 2010

2006

Time Series Feature Evaluation in Discriminating Preictal EEG States.

Dimitris Kugiumtzis, Angeliki Papana, Alkiviadis Tsimpiris, Ioannis Vlachos, Pål G. Larsson

Proceedings of the Biological and Medical Data Analysis, 7th International Symposium, 2006