Konstantinos F. Xylogiannopoulos

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

Reda Alhajj, Panagiotis Karampelas, Konstantinos F. Xylogiannopoulos, 2014, Exp. Math..

Simplifying E-Commerce Analytics by Discovering Hidden Knowledge in Big Data Clickstreams

Reda Alhajj, Panagiotis Karampelas, Konstantinos F. Xylogiannopoulos, 2020 .

Exhaustive Exact String Matching: The Analysis of the Full Human Genome

Konstantinos F. Xylogiannopoulos, 2019, 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM).

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

Reda Alhajj, Jon G. Rokne, Panagiotis Karampelas, 2011, iiWAS '11.

Detecting DDoS Attacks on Multiple Network Hosts: Advanced Pattern Detection Method for the Identification of Intelligent Botnet Attacks

Reda Alhajj, Panagiotis Karampelas, Konstantinos F. Xylogiannopoulos, 2019 .

Frequent and Non-frequent Sequential Itemsets Detection

Reda Alhajj, Panagiotis Karampelas, Konstantinos F. Xylogiannopoulos, 2017 .

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

Reda Alhajj, Panagiotis Karampelas, Konstantinos F. Xylogiannopoulos, 2015, ICEIS.

Pattern Detection and Analysis in Financial Time Series Using Suffix Arrays

Reda Alhajj, Panagiotis Karampelas, Konstantinos F. Xylogiannopoulos, 2012 .

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

Reda Alhajj, Salim Afra, Panagiotis Karampelas, 2014, Network Modeling Analysis in Health Informatics and Bioinformatics.

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

Konstantinos F. Xylogiannopoulos, 2018, 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM).

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

Reda Alhajj, Panagiotis Karampelas, Konstantinos F. Xylogiannopoulos, 2016, 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM).

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

Konstantinos F. Xylogiannopoulos, 2017 .

Early DDoS Detection Based on Data Mining Techniques

Reda Alhajj, Panagiotis Karampelas, Konstantinos F. Xylogiannopoulos, 2014, WISTP.

Electronic medical referral system: Decision support and recommendation approach

Reda Alhajj, Jon G. Rokne, Konstantinos F. Xylogiannopoulos, 2012, 2012 IEEE 13th International Conference on Information Reuse & Integration (IRI).

Analyzing very large time series using suffix arrays

Reda Alhajj, Panagiotis Karampelas, Konstantinos F. Xylogiannopoulos, 2014, Applied Intelligence.

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

Reda Alhajj, Panagiotis Karampelas, Konstantinos F. Xylogiannopoulos, 2018, 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM).

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

Reda Alhajj, Panagiotis Karampelas, Konstantinos F. Xylogiannopoulos, 2018, 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM).

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

Reda Alhajj, Panagiotis Karampelas, Konstantinos F. Xylogiannopoulos, 2017, 2017 European Intelligence and Security Informatics Conference (EISIC).

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

Reda Alhajj, Panagiotis Karampelas, Konstantinos F. Xylogiannopoulos, 2020, J. Ambient Intell. Humaniz. Comput..

Data Curves Clustering Using Common Patterns Detection pdf

Konstantinos F. Xylogiannopoulos, 2020, ArXiv.

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

Reda Alhajj, Panagiotis Karampelas, Konstantinos F. Xylogiannopoulos, 2012, 2012 IEEE 24th International Conference on Tools with Artificial Intelligence.

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

Reda Alhajj, Mohamad Elzohbi, Ahmad Elhajj, 2012, 2012 15th International Conference on Network-Based Information Systems.

Developing an Efficient Health Clinical Application: IIOP Distributed Objects Framework

Reda Alhajj, Mohamad Elzohbi, Jon G. Rokne, 2012, 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining.

Periodicity data mining in time series using Suffix Arrays

Reda Alhajj, Panagiotis Karampelas, Konstantinos F. Xylogiannopoulos, 2012, 2012 6th IEEE International Conference Intelligent Systems.

Dynamic Pattern Detection for Big Data Stream Analytics

Reda Alhajj, Panagiotis Karampelas, Konstantinos F. Xylogiannopoulos, 2018, Social Network Based Big Data Analysis and Applications.

Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2015, Paris, France, August 25 - 28, 2015

Shou-De Lin, Jian Pei, Guandong Xu, 2015, ASONAM.

Fast Frequent Pattern Detection Using Prime Numbers

Reda Alhajj, Omar Addam, Panagiotis Karampelas, 2014, IDEAL.

Sequential all frequent itemsets detection: A method to detect all frequent sequential itemsets using LERP-Reduced Suffix Array data structure and ARPaD algorithm

Reda Alhajj, Panagiotis Karampelas, Konstantinos F. Xylogiannopoulos, 2015, 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM).

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

Reda Alhajj, Panagiotis Karampelas, Konstantinos F. Xylogiannopoulos, 2016, Applied Intelligence.

Text Mining for Malware Classification Using Multivariate All Repeated Patterns Detection

Reda Alhajj, Panagiotis Karampelas, Konstantinos F. Xylogiannopoulos, 2019, 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM).

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

Reda Alhajj, Panagiotis Karampelas, Konstantinos F. Xylogiannopoulos, 2015, 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM).

Multivariate Motif Detection in Local Weather Big Data

Reda Alhajj, Panagiotis Karampelas, Konstantinos F. Xylogiannopoulos, 2019, 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM).

Advanced Network Data Analytics for Large-Scale DDoS Attack Detection

Reda Alhajj, Panagiotis Karampelas, Konstantinos F. Xylogiannopoulos, 2017, Int. J. Cyber Warf. Terror..

Weather Big Data Analytics: Seeking Motifs in Multivariate Weather Data

Reda Alhajj, Panagiotis Karampelas, Konstantinos F. Xylogiannopoulos, 2021, Lecture Notes in Social Networks.

Experimental Analysis on the Normality of Using Advanced Data-Mining Techniques (Experimental Analysis on the Normality of pi, e, phi, and square root of 2 Using Advanced Data-Mining Techniques)

Reda Alhajj, Panagiotis Karampelas, Konstantinos F. Xylogiannopoulos, 2014 .

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

Konstantinos F. Xylogiannopoulos, Shou-de Lin, N. Agarwal, 2015, ASONAM.

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

Konstantinos F. Xylogiannopoulos, P. Karampelas, R. Alhajj, 2016, Applied Intelligence.

COVID-19 pandemic spread against countries’ non-pharmaceutical interventions responses: a data-mining driven comparative study

Konstantinos F. Xylogiannopoulos, P. Karampelas, R. Alhajj, 2021, BMC Public Health.

Permission-Based Classification of Android Malware Applications Using Random Forest

Konstantinos F. Xylogiannopoulos, P. Karampelas, Nikolaos Chrysikos, 2023, European Conference on Cyber Warfare and Security.