Giannis Tzimas

Orcid: 0000-0002-4073-7256

According to our database1, Giannis Tzimas authored at least 96 papers between 1995 and 2023.

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Bibliography

2023
Deep Learning Approaches for Big Data-Driven Metadata Extraction in Online Job Postings.
Inf., 2023

Generating Synthetic Resume Data with Large Language Models for Enhanced Job Description Classification.
Future Internet, 2023

Blockchain For Mobile Health Applications: Acceleration With GPU Computing.
CoRR, 2023

Efficient Resume Classification Through Rapid Dataset Creation Using ChatGPT.
Proceedings of the 14th International Conference on Information, 2023

2022
Exploring the role of country social and medical characteristics in patient level mortality in COVID-19 pandemic using Unsupervised Learning.
Intell. Decis. Technol., 2022

Recent Progress on Submarine Optical Amplifiers.
Proceedings of the 13th International Conference on Information, 2022

Employing Natural Language Processing Techniques for Online Job Vacancies Classification.
Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2022 IFIP WG 12.5 International Workshops, 2022

2021
Optical Frequency Hopping Techniques for Secure Fiber-Optic networks.
Proceedings of the 12th International Conference on Information, 2021

Design and Analysis of a New SDM Submarine Optical Network for Greece.
Proceedings of the 12th International Conference on Information, 2021

2020
A genetic algorithm for spatiosocial tensor clustering.
Evol. Syst., 2020

A Semantic Approach for Domain-Specific Design Patterns Recommendations in CMS-based Web Development.
Proceedings of the International Conference on INnovations in Intelligent SysTems and Applications, 2020

HappyCruise: An architecture for Personalized Secure Boarding on Cruises.
Proceedings of the 11th International Conference on Information, 2020

Analyzing ROADM costs in SDM networks.
Proceedings of the 11th International Conference on Information, 2020

Progress and Demonstrations on Space Division Multiplexing.
Proceedings of the 11th International Conference on Information, 2020

2019
Efficient mining of design patterns for advanced modeling and optimization of content management system-based web applications.
SIGWEB Newsl., 2019

Correction to: Virus propagation: threshold conditions for multiple profile networks.
Knowl. Inf. Syst., 2019

Virus propagation: threshold conditions for multiple profile networks.
Knowl. Inf. Syst., 2019

CMS-oriented Modeling Languages: An Attempt to Assist Model-driven Development in CMS Domain.
Proceedings of the 15th International Conference on Web Information Systems and Technologies, 2019

Multiple Path Load Balancing for TCP Large Scale Networks.
Proceedings of the 10th International Conference on Information, 2019

An Approach for Domain-Specific Design Pattern Identification Based on Domain Ontology.
Proceedings of the Artificial Intelligence Applications and Innovations, 2019

Computing Long Sequences of Consecutive Fibonacci Integers with TensorFlow.
Proceedings of the Artificial Intelligence Applications and Innovations, 2019

2018
MapReduce Implementations for Privacy Preserving Record Linkage.
Proceedings of the 10th Hellenic Conference on Artificial Intelligence, 2018

A Graph Resilience Metric Based On Paths: Higher Order Analytics With GPU.
Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

2017
Expanded national database collection and data coverage in the FINDbase worldwide database for clinically relevant genomic variation allele frequencies.
Nucleic Acids Res., 2017

Large Scale Implementations for Twitter Sentiment Classification.
Algorithms, 2017

Mining Domain-Specific Design Patterns: A Case Study.
Algorithms, 2017

A Genetic Algorithm for Discovering Linguistic Communities in Spatiosocial Tensors with an Application to Trilingual Luxemburg.
Proceedings of the Engineering Applications of Neural Networks, 2017

2016
kdANN+: A Rapid AkNN Classifier for Big Data.
Trans. Large Scale Data Knowl. Centered Syst., 2016

Design reuse in the conceptual schema of CMSs: A pattern-based evaluation approach.
Eng. Appl. Artif. Intell., 2016

Using Hadoop for Large Scale Analysis on Twitter: A Technical Report.
CoRR, 2016

MR-SAT: A MapReduce Algorithm for Big Data Sentiment Analysis on Twitter.
Proceedings of the 12th International Conference on Web Information Systems and Technologies, 2016

Automated Analysis and Evaluation of Web Applications Design: The CMS-based Web Applications Case Study.
Proceedings of the 12th International Conference on Web Information Systems and Technologies, 2016

Mining Domain-Specific Design Patterns.
Proceedings of the Artificial Intelligence Applications and Innovations, 2016

Mining Interaction Patterns in the Design of Web Applications for Improving User Experience.
Proceedings of the 27th ACM Conference on Hypertext and Social Media, 2016

Large Scale Sentiment Analysis on Twitter with Spark.
Proceedings of the Workshops of the EDBT/ICDT 2016 Joint Conference, 2016

(A)kNN Query Processing on the Cloud: A Survey.
Proceedings of the Algorithmic Aspects of Cloud Computing - Second International Workshop, 2016

2015
D-P2P-Sim+: A novel distributed framework for P2P protocols performance testing.
J. Syst. Softw., 2015

Introducing dAUTObase: a first step towards the global scale geoepidemiology of autoimmune syndromes and diseases.
Bioinform., 2015

Architecture and Implementation Issues, Towards a Dynamic Waste Collection Management System.
Proceedings of the 24th International Conference on World Wide Web Companion, 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

Top Viewing Human Tracking in Shopping Centres.
Proceedings of the Advances in Robot Design and Intelligent Control, 2015

Mobile Data Fusion from Multiple Tracking Sensors to Augment Maritime Safety: Mobile Detection, Early Identification, and Tracking of Moving Objects.
Proceedings of the 2015 IEEE International Conference on Mobile Services, MS 2015, New York City, NY, USA, June 27, 2015

Virus Propagation in Multiple Profile Networks.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

An Approach for Mining Social Patterns in the Conceptual Schema of CMS-Based Web Applications.
Proceedings of the Current Trends in Web Engineering - 15th International Conference, 2015

Mining HTML5 code: a view to how humans use emerging web standards.
Proceedings of the Workshop Proceedings of the 16th International Conference on Engineering Applications of Neural Networks, 2015

Towards a Dynamic Waste Collection Management System using Real-time and Forecasted Data.
Proceedings of the Workshop Proceedings of the 16th International Conference on Engineering Applications of Neural Networks, 2015

Convex Polygon Planar Range Queries on the Cloud: Grid vs. Angle-Based Partitioning.
Proceedings of the Algorithmic Aspects of Cloud Computing - First International Workshop, 2015

Graph DBs vs. Column-Oriented Stores: A Pure Performance Comparison.
Proceedings of the Algorithmic Aspects of Cloud Computing - First International Workshop, 2015

2014
Developments in FINDbase worldwide database for clinically relevant genomic variation allele frequencies.
Nucleic Acids Res., 2014

Updates of the HbVar database of human hemoglobin variants and thalassemia mutations.
Nucleic Acids Res., 2014

Rapid AkNN Query Processing for Fast Classification of Multidimensional Data in the Cloud.
CoRR, 2014

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

On-line consistent ranking on e-recruitment: seeking the truth behind a well-formed CV.
Artif. Intell. Rev., 2014

Knowledge Sanitization on the Web.
Proceedings of the 4th International Conference on Web Intelligence, 2014

Mining Biological Data on the Cloud - A MapReduce Approach.
Proceedings of the Artificial Intelligence Applications and Innovations, 2014

An Integer Linear Programming Scheme to Sanitize Sensitive Frequent Itemsets.
Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014

Efficient Multidimensional AkNN Query Processing in the Cloud.
Proceedings of the Database and Expert Systems Applications, 2014

A Methodology for Evaluation and Knowledge Extraction from On-going Learning Process.
Proceedings of the 17th IEEE International Conference on Computational Science and Engineering, 2014

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

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

Proposing a Novel Monitoring and Early Notification System for Heart Diseases.
Proceedings of the Information Technology in Bio- and Medical Informatics, 2013

Towards a Domain-Specific Conceptual Modeling Approach of Open Source CMS.
Proceedings of the Advances in Conceptual Modeling, 2013

Exploiting Fuzzy Expert Systems in Cardiology.
Proceedings of the Engineering Applications of Neural Networks, 2013

Mining the Conceptual Model of Open Source CMS Using a Reverse Engineering Approach.
Proceedings of the Engineering Applications of Neural Networks, 2013

2012
Dynamic refinement of search engines results utilizing the user intervention.
J. Syst. Softw., 2012

An Integrated E-Recruitment System for Automated Personality Mining and Applicant Ranking.
Internet Res., 2012

SART: Speeding up Query Processing in Sensor Networks with an Autonomous Range Tree Structure
CoRR, 2012

CardioSmart365: Artificial Intelligence in the Service of Cardiologic Patients.
Adv. Artif. Intell., 2012

Genome-Based Population Clustering: Nuggets of Truth Buried in a Pile of Numbers?
Proceedings of the Artificial Intelligence Applications and Innovations, 2012

Taxonomy Development and Its Impact on a Self-learning e-Recruitment System.
Proceedings of the Artificial Intelligence Applications and Innovations, 2012

Towards an era of epidemiological databases for autoimmune diseases.
Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering, 2012

2011
FINDbase: a worldwide database for genetic variation allele frequencies updated.
Nucleic Acids Res., 2011

An Integrated e-Recruitment System for CV Ranking based on AHP.
Proceedings of the WEBIST 2011, 2011

Exposing click-fraud using a burst detection algorithm.
Proceedings of the 16th IEEE Symposium on Computers and Communications, 2011

A Personality Mining System for Automated Applicant Ranking in Online Recruitment Systems.
Proceedings of the Web Engineering - 11th International Conference, 2011

Investigating the Integration of Hand-Held Haptic Devices in Daily Work Activities: The Case of a Tennis Coaching Assistant on iPhone.
Proceedings of the Design, User Experience, and Usability. Theory, Methods, Tools and Practice, 2011

A Web and Smart Phone System for Tibia Open Fractures.
Proceedings of the ENTERprise Information Systems - International Conference, 2011

2010
Interoperability and Design Issues of Spatial Data and Geographic Information Systems in Greece.
Proceedings of the 14th Panhellenic Conference on Informatics, 2010

Diagnosis - A Global Alignment and Fusion Medical System.
Proceedings of the HEALTHINF 2010, 2010

Registration and Fusion Techniques for Medical Images: Demonstration and Evaluation.
Proceedings of the Biomedical Engineering Systems and Technologies, 2010

2006
Model Cloning: A Push to Reuse or a Disaster?
Proceedings of the Adaptive and Personalized Semantic Web, 2006

Application modeling using reverse engineering techniques.
Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006

A Tool for Extracting Model Clones From a Conceptual Schema.
Proceedings of the IASTED International Conference on Software Engineering, 2006

2005
HydroNet: An Intelligent Hydroponics Web Service Environment.
Neural Parallel Sci. Comput., 2005

Discovering Re-usable Design Solutions in Web Conceptual Schemas: Metrics and Methodology.
Proceedings of the Web Engineering, 5th International Conference, 2005

2004
Designing for ease is designing for all: Experiences from a simplified office suite.
Inf. Technol. People, 2004

2001
Measuring the mean Web page size and its compression to limit latency and improve download time.
Internet Res., 2001

Secure Interface for Risk Management Services.
Proceedings of the Second International Workshop on User Interfaces to Data Intensive Systems, 2001

1999
A co-operative environment for local government: an Internet-Intranet approach.
Telematics Informatics, 1999

Communication and Collaborative Work via Intranet Technologies.
Proceedings of WebNet 99, 1999

1998
An Intranet Solution for the Support of Administrative Operations and Research Collaboration for a University.
Proceedings of WebNet 98, 1998

1997
Development and Integration of WWW-based Services in an Existing University Environment.
Proceedings of WebNet 97, 1997

Preserving the Greek Theatrical Heritage: An Object-Oriented Multimedia Database Approach.
Proceedings of the Eighth International Workshop on Database and Expert Systems Applications, 1997

A Computer Based Solution for Blood Transfusion Centres: The Case Study of Greece.
Proceedings of the 10th IEEE Symposium on Computer-Based Medical Systems (CBMS '97), 1997

1995
The PELICAN System.
Proceedings of the 6th Int. Conf. and Workshop on Database and Expert Systems Applications, 1995


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