Christos Makris

Orcid: 0000-0003-2571-7449

Affiliations:
  • University of Patras, Greece


According to our database1, Christos Makris authored at least 164 papers between 1995 and 2023.

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Bibliography

2023
Time-Series Clustering for Determining Behavioral-Based Brand Loyalty of Users Across Social Media.
IEEE Trans. Comput. Soc. Syst., August, 2023

An Integrated GIS-Based Reinforcement Learning Approach for Efficient Prediction of Disease Transmission in Aquaculture.
Inf., 2023

Popularity Inference Based on Semantic Sentiment Analysis of YouTube Video Comments.
Proceedings of the 14th International Conference on Information, 2023

2022
Computationally Efficient Context-Free Named Entity Disambiguation with Wikipedia.
Inf., 2022

Integrating Elliptic Curve Cryptography with the Modbus TCP SCADA Communication Protocol.
Future Internet, 2022

Development of recommendation systems using game theoretic techniques.
Comput. Sci. Inf. Syst., 2022

2021
Deep learning models for forecasting aviation demand time series.
Neural Comput. Appl., 2021

Behavioral and Migration Analysis of the Dynamic Customer Relationships on Twitter.
Inf. Syst. Frontiers, 2021

DrCaptcha: An interactive machine learning application.
Comput. Sci. Inf. Syst., 2021

Stacked Community Prediction: A Distributed Stacking-Based Community Extraction Methodology for Large Scale Social Networks.
Big Data Cogn. Comput., 2021

Implementation and Repeatability Aspects Combined with Refactoring for a Reviews Manager System.
Proceedings of the 17th International Conference on Web Information Systems and Technologies, 2021

Towards Discrimination-Free Classification via Fairness-Aware Bagging.
Proceedings of the PCI 2021: 25th Pan-Hellenic Conference on Informatics, Volos, Greece, November 26, 2021

Discovering Influential Twitter Authors Via Clustering And Ranking On Apache Storm.
Proceedings of the 12th International Conference on Information, 2021

Movie Recommendation System Based on Character Graph Embeddings.
Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2021 IFIP WG 12.5 International Workshops, 2021

2020
T-PCCE: Twitter Personality based Communicative Communities Extraction System for Big Data.
IEEE Trans. Knowl. Data Eng., 2020

A Distributed Bagging Ensemble Methodology for Community Prediction in Social Networks.
Inf., 2020

Comparison between text compression algorithms in biological sequences.
Inf. Comput., 2020

Dynamic Interpolation Search revisited.
Inf. Comput., 2020

Employing query disambiguation using clustering techniques.
Evol. Syst., 2020

OTNEL: A Distributed Online Deep Learning Semantic Annotation Methodology.
Big Data Cogn. Comput., 2020

Text Semantic Annotation: A Distributed Methodology Based on Community Coherence.
Algorithms, 2020

Marketing campaign targeting using bridge extraction in multiplex social network.
Artif. Intell. Rev., 2020

A self-verifying clustering approach to unsupervised matching of product titles.
Artif. Intell. Rev., 2020

Computing Massive Trust Analytics for Twitter using Apache Spark with Account Self-assessment.
Proceedings of the 16th International Conference on Web Information Systems and Technologies, 2020

A Sentiment-based Hotel Review Summarization using LSTM Neural Networks.
Proceedings of the 11th International Conference on Information, 2020

A Graph-Based Extension for the Set-Based Model Implementing Algorithms Based on Important Nodes.
Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2020 IFIP WG 12.5 International Workshops, 2020

Improving Movie Recommendation Systems Filtering by Exploiting User-Based Reviews and Movie Synopses.
Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2020 IFIP WG 12.5 International Workshops, 2020

A Sentiment-Based Hotel Review Summarization Using Machine Learning Techniques.
Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2020 IFIP WG 12.5 International Workshops, 2020

2019
Estimating Twitter Influential Users by Using Cluster-Based Fusion Methods.
Int. J. Artif. Intell. Tools, 2019

A Clustering-Based Combinatorial Approach to Unsupervised Matching of Product Titles.
CoRR, 2019

On the randomness that generates biased samples: The limited randomness approach.
Comput. Sci. Inf. Syst., 2019

A Distributed Hybrid Community Detection Methodology for Social Networks.
Algorithms, 2019

Towards Predicting Mentions to Verified Twitter Accounts: Building Prediction Models over MongoDB with Keras.
Proceedings of the 15th International Conference on Web Information Systems and Technologies, 2019

A tool supported framework for the assessment of algorithmic accountability.
Proceedings of the 10th International Conference on Information, 2019

Model-Agnostic Interpretability with Shapley Values.
Proceedings of the 10th International Conference on Information, 2019

Distributed Community Prediction for Social Graphs Based on Louvain Algorithm.
Proceedings of the Artificial Intelligence Applications and Innovations, 2019

Pre-processing Framework for Twitter Sentiment Classification.
Proceedings of the Artificial Intelligence Applications and Innovations, 2019

2018
Personalized Advertising Using Hotlink Assignment.
Int. J. Artif. Intell. Tools, 2018

Evaluation of Sensitive Data Hiding Techniques for Transaction Databases.
Proceedings of the 10th Hellenic Conference on Artificial Intelligence, 2018

Diversifying Search Engine Results.
Proceedings of the 10th Hellenic Conference on Artificial Intelligence, 2018

Query Disambiguation Based on Clustering Techniques.
Proceedings of the Artificial Intelligence Applications and Innovations, 2018

Finding Influential Users in Twitter Using Cluster-Based Fusion Methods of Result Lists.
Proceedings of the Artificial Intelligence Applications and Innovations, 2018

2017
Personalized Hotlink Assignment using Social Networks.
Proceedings of the 13th International Conference on Web Information Systems and Technologies, 2017

SIAS: Suicidal Intentions Alerting System.
Proceedings of the 13th International Conference on Web Information Systems and Technologies, 2017

Marketing campaign targeting using bridge extraction.
Proceedings of the Symposium on Applied Computing, 2017

Exploiting Time Series Analysis in Twitter to Measure a Campaign Process Performance.
Proceedings of the 2017 IEEE International Conference on Services Computing, 2017

2016
Ranking Web Search Results Exploiting Wikipedia.
Int. J. Artif. Intell. Tools, 2016

A Fuzzy Graph Framework for Initializing k-Means.
Int. J. Artif. Intell. Tools, 2016

Evaluating information retrieval using document popularity: An implementation on MapReduce.
Eng. Appl. Artif. Intell., 2016

Two Novel Techniques for Space Compaction on Biological Sequences.
Proceedings of the 12th International Conference on Web Information Systems and Technologies, 2016

Increasing Trust Towards eCommerce: - Privacy Enhancing Technologies Against Price Discrimination.
Proceedings of the 12th International Conference on Web Information Systems and Technologies, 2016

Compressing Inverted Files using Modified LZW.
Proceedings of the 12th International Conference on Web Information Systems and Technologies, 2016

Modeling clicks using document popularity.
Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016

Eventually consistent cardinality estimation with applications in biodata mining.
Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016

Community Detection of Screenplay Characters.
Proceedings of the Artificial Intelligence Applications and Innovations, 2016

Marketing Campaigns in Twitter Using a Pattern Based Diffusion Policy.
Proceedings of the 2016 IEEE International Congress on Big Data, San Francisco, CA, USA, June 27, 2016

2015
Editorial.
Int. J. Artif. Intell. Tools, 2015

Topic Categorization of Biomedical Abstracts.
Int. J. Artif. Intell. Tools, 2015

Review-based Entity-ranking Refinement.
Proceedings of the WEBIST 2015, 2015

Language Model and Clustering based Information Retrieval.
Proceedings of the WEBIST 2015, 2015

Classification model for predicting cost slippage in governmental ICT projects.
Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015

HB+tree: use hadoop and HBase even your data isn't that big.
Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015

Real Time Analytics for Measuring User Influence on Twitter.
Proceedings of the 27th IEEE International Conference on Tools with Artificial Intelligence, 2015

A Density Based k-Means Initialization Scheme.
Proceedings of the Workshop Proceedings of the 16th International Conference on Engineering Applications of Neural Networks, 2015

Partial Order Preserving Encryption Search Trees.
Proceedings of the Database and Expert Systems Applications, 2015

Can We Rank Emotions? A Brand Love Ranking System for Emotional Terms.
Proceedings of the 2015 IEEE International Congress on Big Data, New York City, NY, USA, June 27, 2015

Distributed XML Filtering Using HADOOP Framework.
Proceedings of the Algorithmic Aspects of Cloud Computing - First International Workshop, 2015

2014
A set of novel mining tools for efficient biological knowledge discovery.
Artif. Intell. Rev., 2014

Improving Opinion-based Entity Ranking.
Proceedings of the WEBIST 2014, 2014

Combining Learning-to-Rank with Clustering.
Proceedings of the WEBIST 2014, 2014

Handling Weighted Sequences Employing Inverted Files and Suffix Trees.
Proceedings of the WEBIST 2014, 2014

Novel Techniques for Text Annotation with Wikipedia Entities.
Proceedings of the Artificial Intelligence Applications and Innovations, 2014

Modeling ReTweet Diffusion Using Emotional Content.
Proceedings of the Artificial Intelligence Applications and Innovations, 2014

Predicting Information Diffusion Patterns in Twitter.
Proceedings of the Artificial Intelligence Applications and Innovations, 2014

Reciprocal Rank Using Web Page Popularity.
Proceedings of the Artificial Intelligence Applications and Innovations, 2014

Conversation Emotional Modeling in Social Networks.
Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014

Reducing Redundant Information in Search Results Employing Approximation Algorithms.
Proceedings of the Database and Expert Systems Applications, 2014

T-PICE: Twitter Personality Based Influential Communities Extraction System.
Proceedings of the 2014 IEEE International Congress on Big Data, Anchorage, AK, USA, June 27, 2014

2013
Improved Bounds for Finger Search on a RAM.
Algorithmica, 2013

Improving Search Engines' Document Ranking Employing Semantics and an Inference Network.
Proceedings of the Web Information Systems and Technologies - 9th International Conference, 2013

SerfSIN: Search Engines Results' Refinement using a Sense-driven Inference Network.
Proceedings of the WEBIST 2013, 2013

Exploiting Progressions for Improving Inverted Index Compression.
Proceedings of the WEBIST 2013, 2013

Designing a Click Fraud Detection Algorithm - Exposing Suspect Networks.
Proceedings of the WEBIST 2013, 2013

Semantic XML Filtering on Peer-to-Peer Networks using Distributed Bloom Filters.
Proceedings of the WEBIST 2013, 2013

Improved text annotation with Wikipedia entities.
Proceedings of the 28th Annual ACM Symposium on Applied Computing, 2013

Identifying Personality-Based Communities in Social Networks.
Proceedings of the Advances in Conceptual Modeling, 2013

Extracting Knowledge from Web Search Engine Using Wikipedia.
Proceedings of the Engineering Applications of Neural Networks, 2013

Alternate views of graph clusterings based on thresholds: a case study for a student forum.
Proceedings of the Sixth Workshop on Ph.D. Students in Information and Knowledge Management, 2013

2012
Web query disambiguation using PageRank.
J. Assoc. Inf. Sci. Technol., 2012

Wavelet trees: A survey.
Comput. Sci. Inf. Syst., 2012

Efficient Parallel Algorithms for XML Filtering with Structural and Value Constraints.
Proceedings of the Web Information Systems and Technologies - 8th International Conference, 2012

Parallelized Structural and Value XML Filtering on Multicore Processors.
Proceedings of the WEBIST 2012 - Proceedings of the 8th International Conference on Web Information Systems and Technologies, Porto, Portugal, 18, 2012

An Improved Algorithm for Static 3D Dominance Reporting in the Pointer Machine.
Proceedings of the Algorithms and Computation - 23rd International Symposium, 2012

On Topic Categorization of PubMed Query Results.
Proceedings of the Artificial Intelligence Applications and Innovations, 2012

2011
K-attractors: a Partitional Clustering Algorithm for Numeric Data Analysis.
Appl. Artif. Intell., 2011

A Semantically Enhanced Web Recommendation Scheme.
Proceedings of the Report of the symposium "Lernen, 2011

2010
ISB-tree: A new indexing scheme with efficient expected behaviour.
J. Discrete Algorithms, 2010

A web page usage prediction scheme using sequence indexing and clustering techniques.
Data Knowl. Eng., 2010

Context-similarity based hotlinks assignment: Model, metrics and algorithm.
Data Knowl. Eng., 2010

Code Quality Evaluation Methodology Using The ISO/IEC 9126 Standard
CoRR, 2010

2009
Dynamic Web Service discovery architecture based on a novel peer based overlay network.
J. Syst. Softw., 2009

Algorithms for clustering clickstream data.
Inf. Process. Lett., 2009

Utilizing XML Clustering for Efficient XML Data Management on P2P Networks.
Proceedings of the Database and Expert Systems Applications, 20th International Conference, 2009

Code4Thought Project: Employing the ISO/IEC-9126 Standard for Software Engineering-Product Quality Assessment.
Proceedings of the 13th European Conference on Software Maintenance and Reengineering, 2009

Indexing Textual Information.
Proceedings of the Database Technologies: Concepts, 2009

2008
Trends in peer to peer and service oriented computing.
J. Netw. Comput. Appl., 2008

Techniques to support Web Service selection and consumption with QoS characteristics.
J. Netw. Comput. Appl., 2008

XFIS: an XML filtering system based on string representation and matching.
Int. J. Web Eng. Technol., 2008

Preface.
Proceedings of the International Workshop on Software Quality and Maintainability, 2008

Clustering for Monitoring Software Systems Maintainability Evolution.
Proceedings of the International Workshop on Software Quality and Maintainability, 2008

A new approach on indexing mobile objects on the plane.
Data Knowl. Eng., 2008

An integrated web system to facilitate personalized web searching algorithms.
Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008

XEdge: clustering homogeneous and heterogeneous XML documents using edge summaries.
Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008

XML Filtering Using Dynamic Hierarchical Clustering of User Profiles.
Proceedings of the Database and Expert Systems Applications, 19th International Conference, 2008

2007
Category ranking for personalized search.
Data Knowl. Eng., 2007

An improved methodology on information distillation by mining program source code.
Data Knowl. Eng., 2007

Locating Maximal Multirepeats in Multiple Strings Under Various Constraints.
Comput. J., 2007

A Web-Page Usage Prediction Scheme Using Weighted Suffix Trees.
Proceedings of the String Processing and Information Retrieval, 2007

k-Attractors: A Clustering Algorithm for Software Measurement Data Analysis.
Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007

Indexing Mobile Objects on the Plane Revisited.
Proceedings of the Advances in Databases and Information Systems, 2007

2006
An Algorithmic Framework for Adaptive Web Content.
Proceedings of the Adaptive and Personalized Semantic Web, 2006

Mining source code elements for comprehending object-oriented systems and evaluating their maintainability.
SIGKDD Explor., 2006

Efficient and adaptive discovery techniques of Web Services handling large data sets.
J. Syst. Softw., 2006

Reducing structural changes in van Emde Boas' data structure to the lower bound for the dynamic predecessor problem.
J. Discrete Algorithms, 2006

The Weighted Suffix Tree: An Efficient Data Structure for Handling Molecular Weighted Sequences and its Applications.
Fundam. Informaticae, 2006

Purely Functional Worst Case Constant Time Catenable Sorted Lists.
Proceedings of the Algorithms, 2006

Web Service discovery based on Quality of Service.
Proceedings of the 2006 IEEE/ACS International Conference on Computer Systems and Applications (AICCSA 2006), 2006

2005
A Provably Efficient Computational Model For Approximate Spatiotemporal Retrieval.
J. Univers. Comput. Sci., 2005

Discovering regularities in biosequences: Challenges and applications.
J. Comput. Methods Sci. Eng., 2005

Automatic discovery of locally frequent itemsets in the presence of highly frequent itemsets.
Intell. Data Anal., 2005

Using Information Retrieval techniques for supporting data mining.
Data Knowl. Eng., 2005

Popular web hot spots identification and visualization.
Proceedings of the 14th international conference on World Wide Web, 2005

NIPPERS: Network of InterPolated PeERS for Web Service Discovery.
Proceedings of the International Symposium on Information Technology: Coding and Computing (ITCC 2005), 2005

2004
Geometric Retrieval for Grid Points in the RAM Model.
J. Univers. Comput. Sci., 2004

Efficient automatic discovery of 'hot' itemsets.
Inf. Process. Lett., 2004

Efficient Algorithms for Handling Molecular Weighted Sequences.
Proceedings of the Exploring New Frontiers of Theoretical Informatics, 2004

2003
Techniques and Metrics For Improving Website Structure.
J. Web Eng., 2003

Optimal finger search trees in the pointer machine.
J. Comput. Syst. Sci., 2003

Rectangle Enclosure Reporting in Linear Space Revisited.
J. Autom. Lang. Comb., 2003

New Dynamic Balanced Search Trees with Worst-Case Constant Update Time.
J. Autom. Lang. Comb., 2003

Reflected min-max heaps.
Inf. Process. Lett., 2003

An Improved Algorithm for Mining Association Rules Using Multiple Support Values.
Proceedings of the Sixteenth International Florida Artificial Intelligence Research Society Conference, 2003

2002
Approximate String Matching with Gaps.
Nord. J. Comput., 2002

An optimal algorithm for reporting visible rectangles.
Inf. Process. Lett., 2002

Improving the performance of Web access by bridging global ranking with local page popularity metrics.
Internet Res., 2002

Optimal Solutions for the Temporal Precedence Problem.
Algorithmica, 2002

On-Line Generation of Association Rules Using Inverted File Indexing and Compression.
Proceedings of the IADIS International Conference WWW/Internet 2002, 2002

Identifying Occurrences of Maximal Pairs in Multiple Strings.
Proceedings of the Combinatorial Pattern Matching, 13th Annual Symposium, 2002

2001
Improving Web Site's Accessibility.
Proceedings of the Poster Proceedings of the Tenth International World Wide Web Conference, 2001

Adapting Information Presentation and Retrieval through User Modelling.
Proceedings of the 2001 International Symposium on Information Technology (ITCC 2001), 2001

2000
Designing an Adaptive Web-based Training System.
Proceedings of WebNet 2000 - World Conference on the WWW and Internet, San Antonio, Texas, USA, October 30, 2000

Experimenting on Average Performance in Web Serving.
Proceedings of WebNet 2000 - World Conference on the WWW and Internet, San Antonio, Texas, USA, October 30, 2000

The Eurydices System: Objectives and Services.
Proceedings of WebNet 2000 - World Conference on the WWW and Internet, San Antonio, Texas, USA, October 30, 2000

An Information System for the Effective Management of Ambulances.
Proceedings of the 13th IEEE Symposium on Computer-Based Medical Systems (CBMS 2000), 2000

Towards Intelligent Information Retrieval Engines: A Multi-agent Approach.
Proceedings of the Current Issues in Databases and Information Systems, 2000

2-D Spatial Indexing Scheme in Optimal Time.
Proceedings of the Current Issues in Databases and Information Systems, 2000

1999
A New Algorithm for Rectangle Enclosure Reporting.
Inf. Process. Lett., 1999

1998
Algorithms for Three-Dimensional Dominance Searching in Linear Space.
Inf. Process. Lett., 1998

1997
The Space-Optimal Version of a Known Rectangle Enclosure Reporting Algorithm.
Inf. Process. Lett., 1997

New Results on Intersection Query Problems.
Comput. J., 1997

Fast piercing of iso-oriented rectangles.
Proceedings of the 9th Canadian Conference on Computational Geometry, 1997

1996
Red-Blue Intersection Reporting for Objects of Non-Constant Size.
Comput. J., 1996

1995
Parametric Weighted Filter: An Efficient Dynamic Manipulation of Signature Files.
Comput. J., 1995

New Upper Bounds for Generalized Intersection Searching Problems.
Proceedings of the Automata, Languages and Programming, 22nd International Colloquium, 1995


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