Nikolaos A. Laskaris

Orcid: 0000-0002-1960-394X

According to our database1, Nikolaos A. Laskaris authored at least 62 papers between 1994 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Decoding Consumer Behavior: A Neuroscientific Exploration of Personality Traits Through EEG Functional Connectivity.
Proceedings of the 32nd European Signal Processing Conference, 2024

Assessing Video Advertising Engagement via Nonlinear Intersubject Correlation Analysis of EEG and Eye Tracking Dynamics.
Proceedings of the 32nd European Signal Processing Conference, 2024

2023
Latent Alignment with Deep Set EEG Decoders.
CoRR, 2023

Exploiting Approximate Joint Diagonalization for Covariance Estimation in Imagined Speech Decoding.
Proceedings of the Brain Informatics - 16th International Conference, 2023

Harneshing the Potential of EEG in Neuromarketing with Deep Learning and Riemannian Geometry.
Proceedings of the Brain Informatics - 16th International Conference, 2023

2022
Team Cogitat at NeurIPS 2021: Benchmarks for EEG Transfer Learning Competition.
CoRR, 2022

<sup>R</sup>NeuMark: A Riemannian EEG Analysis Framework for Neuromarketing.
Brain Informatics, 2022

2021
EEGminer: Discovering Interpretable Features of Brain Activity with Learnable Filters.
CoRR, 2021


Reconstructing EOG From EEG Timeseries: A Spatial Filtering Approach.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020
A Riemannian Geometry Approach to Reduced and Discriminative Covariance Estimation in Brain Computer Interfaces.
IEEE Trans. Biomed. Eng., 2020

A Tutorial on Graph Theory for Brain Signal Analysis.
CoRR, 2020

A Data Augmentation Scheme for Geometric Deep Learning in Personalized Brain-Computer Interfaces.
IEEE Access, 2020

A graph-theoretic sensor-selection scheme for covariance-based Motor Imagery (MI) decoding.
Proceedings of the 28th European Signal Processing Conference, 2020

2019
Using Discriminative Lasso to Detect a Graph Fourier Transform (GFT) Subspace for robust decoding in Motor Imagery BCI.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018
A symbolic dynamics approach to Epileptic Chronnectomics: Employing strings to predict crisis onset.
Theor. Comput. Sci., 2018

Musical NeuroPicks: A consumer-grade BCI for on-demand music streaming services.
Neurocomputing, 2018

Towards an affordable brain computer interface for the assessment of programmers' mental workload.
Int. J. Hum. Comput. Stud., 2018

2017
A Collaborative Representation Approach to Detecting Error-Related Potentials in SSVEP-BCIs.
Proceedings of the on Thematic Workshops of ACM Multimedia 2017, Mountain View, CA, USA, October 23, 2017

An Error Aware SSVEP-based BCI.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017

2016
Towards the bio-personalization of music recommendation systems: A single-sensor EEG biomarker of subjective music preference.
Inf. Sci., 2016

Classifying children with reading difficulties from non-impaired readers via symbolic dynamics and complexity analysis of MEG resting-state data.
Proceedings of the 2016 IEEE International Symposium on Signal Processing and Information Technology, 2016

A Consumer BCI for Automated Music Evaluation Within a Popular On-Demand Music Streaming Service "Taking Listener's Brainwaves to Extremes".
Proceedings of the Artificial Intelligence Applications and Innovations, 2016

2015
A novel single-trial methodology for studying brain response variability based on archetypal analysis.
Expert Syst. Appl., 2015

2013
Advanced leaf image retrieval via Multidimensional Embedding Sequence Similarity (MESS) method.
Pattern Anal. Appl., 2013

Altered temporal correlations in resting-state connectivity fluctuations in children with reading difficulties detected via MEG.
NeuroImage, 2013

Incorporating resting state dynamics in the analysis of encephalographic responses by means of the Mahalanobis-Taguchi strategy.
Expert Syst. Appl., 2013

A tensorial approach to access cognitive workload related to mental arithmetic from EEG functional connectivity estimates.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Querying functional brain connectomics to discover consistent subgraph patterns.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013

2012
On The Comparison of VR-Responses, as Performance Measures in Prospective Memory, with Auditory P300 Responses in MCI Detection.
Proceedings of the Annual Review of Cybertherapy and Telemedicine 2012, 2012

Mani-Web: Large-Scale Web Graph Embedding via Laplacian Eigenmap Approximation.
IEEE Trans. Syst. Man Cybern. Part C, 2012

Analyzing Functional Brain Connectivity by Means of Commute Times: A New Approach and its Application to Track Event-Related Dynamics.
IEEE Trans. Biomed. Eng., 2012

In quest of the missing neuron: Spike sorting based on dominant-sets clustering.
Comput. Methods Programs Biomed., 2012

Source Space Analysis of Event-Related Dynamic Reorganization of Brain Networks.
Comput. Math. Methods Medicine, 2012

Go with the Winner: Optimizing Detection of Modular Organization Differences in Dynamic Functional Brain Networks.
Proceedings of the Eighth International Conference on Signal Image Technology and Internet Based Systems, 2012

2010
Nonnegative Embeddings and Projections for Dimensionality Reduction and Information Visualization.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

A Novel Single-Trial Analysis Scheme for Characterizing the Presaccadic Brain Activity Based on a SON Representation.
Proceedings of the Artificial Neural Networks, 2010

2009
Use of random time-intervals (RTIs) generation for biometric verification.
Pattern Recognit., 2009

Color image segmentation using Laplacian eigenmaps.
J. Electronic Imaging, 2009

Using conditional FCM to mine event-related brain dynamics.
Comput. Biol. Medicine, 2009

2008
On the Improvement of Support Vector Techniques for Clustering by Means of Whitening Transform.
IEEE Signal Process. Lett., 2008

Beyond FCM: Graph-theoretic post-processing algorithms for learning and representing the data structure.
Pattern Recognit., 2008

Charting of geoelectric potential signal dynamics via geometrical techniques and its possible relation to significant earthquakes in Western Greece.
Comput. Geosci., 2008

2007
On the Perceptual Organization of Image Databases Using Cognitive Discriminative Biplots.
EURASIP J. Adv. Signal Process., 2007

Key frame extraction in video sequences: a vantage points approach.
Proceedings of the IEEE 9th Workshop on Multimedia Signal Processing, 2007

2006
Multivariate image similarity in the compressed domain using statistical graph matching.
Pattern Recognit., 2006

Combining self-organizing neural nets with multivariate statistics for efficient color image retrieval.
Comput. Vis. Image Underst., 2006

Points of interest extraction using pairwise clustering and spatial features.
Proceedings of the 14th European Signal Processing Conference, 2006

2005
A Generic Scheme for Color Image Retrieval Based on the Multivariate Wald-Wolfowitz Test.
IEEE Trans. Knowl. Data Eng., 2005

Color-based image retrieval using vector quantization and multivariate graph matching.
Proceedings of the 2005 International Conference on Image Processing, 2005

2004
Mining information from event-related recordings.
IEEE Signal Process. Mag., 2004

A novel training scheme for neural-network-based vector quantizers and its application in image compression.
Neurocomputing, 2004

Multivariate image segmentation using Laplacian Eigenmaps.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

A similarity measure for color image retrieval and indexing based on the Multivariate Two Sample Problem.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

2003
Single-trial variability in early visual neuromagnetic responses: an explorative study based on the regional activation contributing to the N70m peak.
NeuroImage, 2003

1999
Multidimensional Fuzzy Filtering using Statistical Parameters.
Multidimens. Syst. Signal Process., 1999

1998
Fuzzy colour filtering using relative entropy.
Proceedings of the 9th European Signal Processing Conference, 1998

1997
Algorithms for color image edge enhancement using potential functions.
IEEE Signal Process. Lett., 1997

Image enhancement using color and spatial information.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1996
Fuzzy - weighted averaging for high-resolution ECG based on exploratory data analysis.
Proceedings of the 8th European Signal Processing Conference, 1996

1995
Latency measurement improvement of P100 complex in visual evoked potentials by FMH filters.
IEEE Trans. Biomed. Eng., 1995

1994
Vector Nonlinear Data Depended Filters.
Proceedings of the 1994 IEEE International Symposium on Circuits and Systems, ISCAS 1994, London, England, UK, May 30, 1994


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