Konstantinos F. Xylogiannopoulos

CoRR, 2022

EVOLVE: Towards Converging Big-Data, High-Performance and Cloud-Computing Worlds.

[BibT_eX]

[DOI]

Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

2020

A password creation and validation system for social media platforms based on big data analytics.

[BibT_eX]

[DOI]

J. Ambient Intell. Humaniz. Comput., 2020

Data Curves Clustering Using Common Patterns Detection.

[BibT_eX]

[DOI]

CoRR, 2020

Visualization of Repeated Patterns in Multivariate Discrete Sequences.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2020

Identifying Social Networks of Programmers using Text Mining for Code Similarity Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2020

2019

Text mining for malware classification using multivariate all repeated patterns detection.

[BibT_eX]

[DOI]

Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019

Exhaustive exact string matching: the analysis of the full human genome.

[BibT_eX]

[DOI]

Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019

Multivariate motif detection in local weather big data.

[BibT_eX]

[DOI]

Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019

2018

Dynamic Pattern Detection for Big Data Stream Analytics.

[BibT_eX]

[DOI]

Proceedings of the Social Network Based Big Data Analysis and Applications, 2018

From Data Points to Data Curves: A New Approach on Big Data Curves Clustering.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

Text Mining for Plagiarism Detection: Multivariate Pattern Detection for Recognition of Text Similarities.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

Clickstream Analytics: An Experimental Analysis of the Amazon Users' Simulated Monthly Traffic.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

2017

Data Structures, Algorithms and Applications for Big Data Analytics: Single, Multiple and All Repeated Patterns Detection in Discrete Sequences.

[BibT_eX]

[DOI]

PhD thesis, 2017

Advanced Network Data Analytics for Large-Scale DDoS Attack Detection.

[BibT_eX]

[DOI]

Int. J. Cyber Warf. Terror., 2017

Text Mining in Unclean, Noisy or Scrambled Datasets for Digital Forensics Analytics.

[BibT_eX]

[DOI]

Proceedings of the European Intelligence and Security Informatics Conference, 2017

2016

Repeated patterns detection in big data using classification and parallelism on LERP Reduced Suffix Arrays.

[BibT_eX]

[DOI]

Appl. Intell., 2016

Frequent and non-frequent pattern detection in big data streams: An experimental simulation in 1 trillion data points.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

2015

Discretization Method for the Detection of Local Extrema and Trends in Non-discrete Time Series.

[BibT_eX]

[DOI]

Proceedings of the ICEIS 2015, 2015

Sequential All Frequent Itemsets Detection: A Method to Detect All Frequent Sequential Itemsets Using LERP-Reduced Suffix Array Data Structure and ARPaD Algorithm.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

Tactics, weapons, targets and rationale behind the actions of the mostly operational terrorist groups across Europe.

[BibT_eX]

[DOI]

Ioanna K. Lekea

Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

2014

Visualization of health indicators: utilizing data mining techniques and statistical analysis for effective comparison of user profiles.

[BibT_eX]

[DOI]

Netw. Model. Anal. Health Informatics Bioinform., 2014

Experimental Analysis on the Normality of π, e, φ, sqrt(2) Using Advanced Data-Mining Techniques.

[BibT_eX]

[DOI]

Exp. Math., 2014

Analyzing very large time series using suffix arrays.

[BibT_eX]

[DOI]

Appl. Intell., 2014

Early DDoS Detection Based on Data Mining Techniques.

[BibT_eX]

[DOI]

Proceedings of the Information Security Theory and Practice. Securing the Internet of Things, 2014

Fast Frequent Pattern Detection Using Prime Numbers.

[BibT_eX]

[DOI]

Omar Addam

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2014, 2014

2012

Finding Hidden Nodes by Checking for Missing Nodes against Past Social Networks.

[BibT_eX]

[DOI]

Alan Chia-Lung Chen

Mohamad Elzohbi

Ahmad Elhajj

Mick J. Ridley

Proceedings of the 15th International Conference on Network-Based Information Systems, 2012

Periodicity data mining in time series using Suffix Arrays.

[BibT_eX]

[DOI]

Proceedings of the 6th IEEE International Conference on Intelligent Systems, 2012

Electronic medical referral system: Decision support and recommendation approach.

[BibT_eX]

[DOI]

Wadhah Almansoori

Ayman Murshid

Jon G. Rokne

Proceedings of the IEEE 13th International Conference on Information Reuse & Integration, 2012

Minimization of Suffix Array's Storage Capacity for Periodicity Detection in Time Series.

[BibT_eX]

[DOI]

Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012

Developing an Efficient Health Clinical Application: IIOP Distributed Objects Framework.

[BibT_eX]

[DOI]

Ayman N. Murshed

Wadhah Almansoori

Mohamad Elzohbi

Jon G. Rokne

Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2012

2011

Simple and effective behavior tracking by post processing of association rules into segments.

[BibT_eX]

[DOI]

Alan Chia-Lung Chen

Tamer N. Jarada

Omar Zarour

Jon G. Rokne