Konstantinos F. Xylogiannopoulos, PhD
Title
Cited by
Cited by
Year
Analyzing very large time series using suffix arrays
KF Xylogiannopoulos, P Karampelas, R Alhajj
Applied Intelligence 41 (3), 941-955, 2014
362014
Repeated patterns detection in big data using classification and parallelism on LERP reduced suffix arrays
KF Xylogiannopoulos, P Karampelas, R Alhajj
Applied Intelligence 45 (3), 567-597, 2016
282016
Data structures, algorithms and applications for big data analytics: single, multiple and all repeated patterns detection in discrete sequences
K Xylogiannopoulos
Graduate Studies, 2017
202017
Periodicity data mining in time series using suffix arrays
KF Xylogiannopoulos, P Karampelas, R Alhajj
2012 6th IEEE International Conference Intelligent Systems, 172-181, 2012
152012
Early DDoS detection based on data mining techniques
K Xylogiannopoulos, P Karampelas, R Alhajj
IFIP International Workshop on Information Security Theory and Practice, 190-199, 2014
142014
Real time early warning DDoS attack detection
KF Xylogiannopoulos, P Karampelas, R Alhajj
Proceedings of the 11th International Conference on Cyber Warfare and …, 2016
92016
Experimental Analysis on the Normality of π, e, φ and sqrt(2) Using Advanced Data-Mining Techniques
KF Xylogiannopoulos, P Karampelas, R Alhajj
Experimental mathematics 23 (2), 105-128, 2014
8*2014
Sequential all frequent itemsets detection: A method to detect all frequent sequential itemsets using LERP-Reduced Suffix Array data structure and ARPaD algorithm
KF Xylogiannopoulos, P Karampelas, R Alhajj
2015 IEEE/ACM International Conference on Advances in Social Networks …, 2015
72015
Detecting ddos attacks on multiple network hosts: Advanced pattern detection method for the identification of intelligent botnet attacks
KF Xylogiannopoulos, P Karampelas, R Alhajj
Research Anthology on Combating Denial-of-Service Attacks, 89-103, 2021
62021
A password creation and validation system for social media platforms based on big data analytics
KF Xylogiannopoulos, P Karampelas, R Alhajj
Journal of Ambient Intelligence and Humanized Computing 11 (1), 53-73, 2020
62020
Text mining for plagiarism detection: multivariate pattern detection for recognition of text similarities
K Xylogiannopoulos, P Karampelas, R Alhajj
2018 IEEE/ACM International Conference on Advances in Social Networks …, 2018
62018
Clickstream analytics: an experimental analysis of the Amazon users' simulated monthly traffic
K Xylogiannopoulos, P Karampelas, R Alhajj
2018 IEEE/ACM International Conference on Advances in Social Networks …, 2018
52018
Text mining in unclean, noisy or scrambled datasets for digital forensics analytics
K Xylogiannopoulos, P Karampelas, R Alhajj
2017 European intelligence and security informatics conference (EISIC), 76-83, 2017
52017
Minimization of suffix array's storage capacity for periodicity detection in time series
KF Xylogiannopoulos, P Karampelas, R Alhajj
2012 IEEE 24th International Conference on Tools with Artificial …, 2012
52012
Pattern detection and analysis in financial time series using suffix arrays
KF Xylogiannopoulos, P Karampelas, R Alhajj
Financial Decision Making Using Computational Intelligence, 129-157, 2012
52012
Electronic medical referral system: Decision support and recommendation approach
W Almansoori, A Murshid, KF Xylogiannopoulos, R Alhajj, J Rokne
2012 IEEE 13th International Conference on Information Reuse & Integration …, 2012
42012
Multivariate motif detection in local weather big data
K Xylogiannopoulos, P Karampelas, R Alhajj
2019 IEEE/ACM International Conference on Advances in Social Networks …, 2019
32019
From data points to data curves: A new approach on big data curves clustering
KF Xylogiannopoulos
2018 IEEE/ACM International Conference on Advances in Social Networks …, 2018
32018
Frequent and non-frequent pattern detection in big data streams: an experimental simulation in 1 trillion data points
KF Xylogiannopoulos, R Alhajj, P Karampelas
2016 IEEE/ACM International Conference on Advances in Social Networks …, 2016
32016
Discretization Method for the Detection of Local Extrema and Trends in Non-discrete Time Series
KF Xylogiannopoulos, P Karampelas, R Alhajj
ICEIS 2015 - Proceedings of the 17th International Conference on Enterprise …, 2015
32015
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Articles 1–20