Kyriakos N. Sgarbas

Orcid: 0000-0002-1797-1343

Affiliations:
  • University of Patras, Greece


According to our database1, Kyriakos N. Sgarbas authored at least 67 papers between 1991 and 2023.

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Bibliography

2023
State of the Art Analysis of Resource Allocation Techniques in 5G MIMO Networks.
Proceedings of the International Conference on Information Networking, 2023

2020
An active learning ensemble method for regression tasks.
Intell. Data Anal., 2020

2019
A multi-scheme semi-supervised regression approach.
Pattern Recognit. Lett., 2019

Multi-objective Optimization of C4.5 Decision Tree for Predicting Student Academic Performance.
Proceedings of the 10th International Conference on Information, 2019

Self-trained eXtreme Gradient Boosting Trees.
Proceedings of the 10th International Conference on Information, 2019

2018
A Semi-supervised regressor based on model trees.
Proceedings of the 10th Hellenic Conference on Artificial Intelligence, 2018

Pathway analysis using XGBoost classification in Biomedical Data.
Proceedings of the 10th Hellenic Conference on Artificial Intelligence, 2018

2017
Design and construction of the Greek grammar checker.
Digit. Scholarsh. Humanit., 2017

Self-trained Rotation Forest for semi-supervised learning.
J. Intell. Fuzzy Syst., 2017

Self-Trained Stacking Model for Semi-Supervised Learning.
Int. J. Artif. Intell. Tools, 2017

Locally application of naive Bayes for self-training.
Evol. Syst., 2017

Work in progress: An introduction to computing course using a Python-based experiential approach.
Proceedings of the 2017 IEEE Global Engineering Education Conference, 2017

Driving Mental Fatigue Classification Based on Brain Functional Connectivity.
Proceedings of the Engineering Applications of Neural Networks, 2017

2016
Self-Trained LMT for Semisupervised Learning.
Comput. Intell. Neurosci., 2016

A Semisupervised Cascade Classification Algorithm.
Appl. Comput. Intell. Soft Comput., 2016

Speech Recognition Combining MFCCs and Image Features.
Proceedings of the Speech and Computer - 18th International Conference, 2016

Semi-supervised forecasting of fraudulent financial statements.
Proceedings of the 20th Pan-Hellenic Conference on Informatics, 2016

Effectiveness of semi-supervised learning in bankruptcy prediction.
Proceedings of the 7th International Conference on Information, 2016

Self-labeled Hidden Naive Bayes algorithm for semi-supervised classification.
Proceedings of the 7th International Conference on Information, 2016

Identifying disease network perturbations through regression on gene expression and pathway topology analysis.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
Acronym identification in Greek legal texts.
Digit. Scholarsh. Humanit., 2015

Analysis of lexical ambiguity in Modern Greek using a computational lexicon.
Digit. Scholarsh. Humanit., 2015

A low cost approach for brain tumor segmentation based on intensity modeling and 3D Random Walker.
Biomed. Signal Process. Control., 2015

Construction of a Modern Greek Grammar Checker Through Mnemosyne Formalism.
Proceedings of the Speech and Computer - 17th International Conference, 2015

Speaker Identification Using Semi-supervised Learning.
Proceedings of the Speech and Computer - 17th International Conference, 2015

Age-related subpathway detection through meta-analysis of multiple gene expression datasets.
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

Self-Train LogitBoost for Semi-supervised Learning.
Proceedings of the Engineering Applications of Neural Networks, 2015

Time-Varying Parametric Modeling of ECoG for Syllable Decoding.
Proceedings of the Brain Informatics and Health - 8th International Conference, 2015

2014
Joint Spatial-Spectral Feature Space Clustering for Speech Activity Detection from ECoG Signals.
IEEE Trans. Biomed. Eng., 2014

Real-time voice activity detection for ECoG-based speech brain machine interfaces.
Proceedings of the 19th International Conference on Digital Signal Processing, 2014

A Clustering based Method Accelerating Gene Regulatory Network Reconstruction.
Proceedings of the International Conference on Computational Science, 2014

Optimal selection of electrocorticographic sensors for voice activity detection.
Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014

On the development of brain quantum-computer interfaces.
Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014

Supervised method for construction of microRNA-mRNA networks: Application in cardiac tissue aging dataset.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
Review of quantum computing: a gentle introduction by Eleanor Rieffel and Wolfgang Polak.
SIGACT News, 2013

A quantum probability splitter and its application to qubit preparation.
Quantum Inf. Process., 2013

Spatio-spectral analysis of ECoG signals during voice activity.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013

2012
Review of semantic techniques in quantum computation, edited by Simon Gay and Ian Mackie.
SIGACT News, 2012

Design and implementation of an electronic lexicon for Modern Greek.
Lit. Linguistic Comput., 2012

Bayesian Retrieval using a Similarity-Based Lemmatizer.
Int. J. Artif. Intell. Tools, 2012

Combining Outlier Detection with Random Walker for Automatic Brain Tumor Segmentation.
Proceedings of the Artificial Intelligence Applications and Innovations, 2012

Revealing the dynamic modularity of composite biological networks in breast cancer treatment.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Multi-scale modeling of gene regulatory networks via integration of temporal and topological biological data.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
Dynamic gene network reconstruction from gene expression data in mice after influenza A (H1N1) infection.
J. Clin. Bioinform., 2011

2010
A contextual data mining approach toward assisting the treatment of anxiety disorders.
IEEE Trans. Inf. Technol. Biomed., 2010

Automata theory with modern applications by James A. Anderson, Cambridge University Press, 2006, viii+256 pages.
SIGACT News, 2010

A Stochastic Greek-to-Greeklish Transcriber Modeled by Real User Data.
Proceedings of the Artificial Intelligence: Theories, 2010

Teaching Introduction to Computing Through a Project-Based Collaborative Learning Approach.
Proceedings of the 14th Panhellenic Conference on Informatics, 2010

2009
Review of how to think about algorithms by Je Edmonds (Cambridge University Press, 2008).
SIGACT News, 2009

A large greek-English dictionary with incorporated speech and language processing tools.
Proceedings of the 10th Annual Conference of the International Speech Communication Association, 2009

2008
Applying Similarity Measures for Automatic Lemmatization: a Case Study for Modern Greek and English.
Int. J. Artif. Intell. Tools, 2008

2007
The Road to Quantum Artificial Intelligence
CoRR, 2007

Detection of Dialogue Acts Using Perplexity-Based Word Clustering.
Proceedings of the Text, Speech and Dialogue, 10th International Conference, 2007

Using the Levenshtein Edit Distance for Automatic Lemmatization: A Case Study for Modern Greek and English.
Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007

Learning Greek Phonetic Rules Using Decision-Tree Based Models.
Proceedings of the ICEIS 2007, 2007

2004
Domain knowledge acquisition and plan recognition by probabilistic reasoning.
Int. J. Artif. Intell. Tools, 2004

2003
Optimal insertion in deterministic DAWGs.
Theor. Comput. Sci., 2003

The WATCHER Project: Building an Agent for Automatic Extraction of Language Resources from the Internet.
Lit. Linguistic Comput., 2003

A Speech-Based Human-Computer Interaction System for Automating Directory Assistance Services.
Int. J. Speech Technol., 2003

Handwritten Word Recognition based on Structural Characteristics and Lexical Support.
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

2001
A Straightforward Approach to Morphological Analysis and Synthesis
CoRR, 2001

Incremental Construction of Compact Acyclic NFAs.
Proceedings of the Association for Computational Linguistic, 2001

Machine Learning in Human Language Technology.
Proceedings of the Machine Learning and Its Applications, Advanced Lectures, 2001

2000
Fast very large vocabulary recognition based on compact DAWG-structured language models.
Proceedings of the Sixth International Conference on Spoken Language Processing, 2000

1998
TEMPO: A Temporal Sub-Parser for Modern Greek.
Int. J. Artif. Intell. Tools, 1998

1995
Two Algorithms for Incremental Construction of Directed Acyclic Word Graphs.
Int. J. Artif. Intell. Tools, 1995

1991
Temporal analyser for unrestricted texts.
Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications) - RIAO 1991, 3rd International Conference, Universitad Autonoma de Barcelona, Spain, April 2, 1991


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