Christos Tjortjis

Comput., February, 2024

Energy load forecasting: one-step ahead hybrid model utilizing ensembling.

[BibT_eX]

[DOI]

Nikos Tsalikidis

Computing, January, 2024

Unsupervised Learning in NBA Injury Recovery: Advanced Data Mining to Decode Recovery Durations and Economic Impacts.

[BibT_eX]

[DOI]

Inf., 2024

Investigating the Key Aspects of a Smart City through Topic Modeling and Thematic Analysis.

[BibT_eX]

[DOI]

Future Internet, 2024

2023

Energy generation forecasting: elevating performance with machine and deep learning.

[BibT_eX]

[DOI]

Evangelia Ntozi

Konstantinos Afentoulis

Paschalis Gkaidatzis

Computing, August, 2023

A Tri-Model Prediction Approach for COVID-19 ICU Bed Occupancy: A Case Study.

[BibT_eX]

[DOI]

Nikolaos Stasinos

Algorithms, March, 2023

Sports Analytics and Text Mining NBA Data to Assess Recovery from Injuries and Their Economic Impact.

[BibT_eX]

[DOI]

Comput., January, 2023

A Randomized Blocking Structure for Streaming Record Linkage.

[BibT_eX]

[DOI]

Dimitrios Karapiperis

Vassilios S. Verykios

Proc. VLDB Endow., 2023

Unraveling Microblog Sentiment Dynamics: A Twitter Public Attitudes Analysis towards COVID-19 Cases and Deaths.

[BibT_eX]

[DOI]

Informatics, 2023

SmartBuild RecSys: A Recommendation System Based on the Smart Readiness Indicator for Energy Efficiency in Buildings.

[BibT_eX]

[DOI]

Muhammad Talha Siddique

Algorithms, 2023

A Behavioural Compact Model for Programmable Neuromorphic ReRAM.

[BibT_eX]

[DOI]

Mohamad Moner Al Chawa

Ronald Tetzlaff

Stavros G. Stavrinides

Carol de Benito

Rodrigo Picos

Proceedings of the 18th ACM International Symposium on Nanoscale Architectures, 2023

A Machine Learning Approach for Effective Software Defect Detection.

[BibT_eX]

[DOI]

Maria Vasileiou

Proceedings of the 14th International Conference on Information, 2023

Data Mining for Smart Cities: Traffic Congestion Prediction.

[BibT_eX]

[DOI]

Olga Geromichalou

Proceedings of the 14th International Conference on Information, 2023

Sentiment Analysis on English and Greek Twitter Data Regarding Vaccinations.

[BibT_eX]

[DOI]

Chrysoula Dontaki

Proceedings of the 14th International Conference on Information, 2023

YouTube Sentiment Analysis on Healthcare Product Campaigns: Combining Lexicons and Machine Learning Models.

[BibT_eX]

[DOI]

Panagiota Anastasiou

Katerina Tzafilkou

Dimitrios Karapiperis

Proceedings of the 14th International Conference on Information, 2023

Forecasting Goal Performance for Top League Football Players: A Comparative Study.

[BibT_eX]

[DOI]

Nikolaos Giannakoulas

Proceedings of the Artificial Intelligence Applications and Innovations, 2023

Fake News Detection Utilizing Textual Cues.

[BibT_eX]

[DOI]

Vasiliki Chouliara

Proceedings of the Artificial Intelligence Applications and Innovations, 2023

2022

Mining association rules from COVID-19 related twitter data to discover word patterns, topics and inferences.

[BibT_eX]

[DOI]

Dimitrios Panagiotis Kasseropoulos

Inf. Syst., 2022

Exploiting Textual Information for Fake News Detection.

[BibT_eX]

[DOI]

Int. J. Neural Syst., 2022

An interdisciplinary approach on efficient virtual microgrid to virtual microgrid energy balancing incorporating data preprocessing techniques.

[BibT_eX]

[DOI]

Computing, 2022

Anomaly Detection in Small-Scale Industrial and Household Appliances.

[BibT_eX]

[DOI]

Christos-Nikolaos Anagnostopoulos

Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2022 IFIP WG 12.5 International Workshops, 2022

Proactive Buildings: A Prescriptive Maintenance Approach.

[BibT_eX]

[DOI]

Piero Fraternali

Christos-Nikolaos Anagnostopoulos

Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2022 IFIP WG 12.5 International Workshops, 2022

Sentiment Analysis on COVID-19 Twitter Data: A Sentiment Timeline.

[BibT_eX]

[DOI]

Makrina Karagkiozidou

Proceedings of the Artificial Intelligence Applications and Innovations, 2022

Social Media Sentiment Analysis Related to COVID-19 Vaccines: Case Studies in English and Greek Language.

[BibT_eX]

[DOI]

Evridiki Kapoteli

Proceedings of the Artificial Intelligence Applications and Innovations, 2022

Smart Healthcare Support Using Data Mining and Machine Learning.

[BibT_eX]

[DOI]

Theodora Chatzinikolaou

Eleni Vogiatzi

Proceedings of the IoT and WSN based Smart Cities: A Machine Learning Perspective, 2022

2021

Introducing a novel approach in one-step ahead energy load forecasting.

[BibT_eX]

[DOI]

Napoleon A. Bezas

Paschalis Gkaidatzis

Sustain. Comput. Informatics Syst., 2021

A Data Science approach analysing the Impact of Injuries on Basketball Player and Team Performance.

[BibT_eX]

[DOI]

Inf. Syst., 2021

Introducing a novel bi-functional method for exploiting sentiment in complex information networks.

[BibT_eX]

[DOI]

Konstantinos Christantonis

Int. J. Metadata Semant. Ontologies, 2021

A methodology using classification for traffic prediction: Featuring the impact of COVID-19.

[BibT_eX]

[DOI]

Stergios Liapis

Victor Chazan Pantzalis

Anastassios Manos

Despina Elizabeth Filippidou

Integr. Comput. Aided Eng., 2021

Data Mining Algorithms for Smart Cities: A Bibliometric Analysis.

[BibT_eX]

[DOI]

Algorithms, 2021

Predicting Stock Market Movements with Social Media and Machine Learning.

[BibT_eX]

[DOI]

Vasiliki Tsichli

Proceedings of the 17th International Conference on Web Information Systems and Technologies, 2021

A Methodology for Stock Movement Prediction Using Sentiment Analysis on Twitter and StockTwits Data.

[BibT_eX]

[DOI]

Christina Nousi

Dimitrios Panagiotis Kasseropoulos

Proceedings of the 6th South-East Europe Design Automation, 2021

An Approach Utilizing Linguistic Features for Fake News Detection.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Applications and Innovations, 2021

Predicting CO<sub>2</sub> Emissions for Buildings Using Regression and Classification.

[BibT_eX]

[DOI]

Alexia Avramidou

Proceedings of the Artificial Intelligence Applications and Innovations, 2021

2020

Forecasting and Prevention Mechanisms Using Social Media in Health Care.

[BibT_eX]

[DOI]

Proceedings of the Advanced Computational Intelligence in Healthcare - 7, 2020

Mining Association Rules from Code (MARC) to support legacy software management.

[BibT_eX]

[DOI]

Softw. Qual. J., 2020

Social media prediction: a literature review.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2020

Sports analytics - Evaluation of basketball players and team performance.

[BibT_eX]

[DOI]

Inf. Syst., 2020

Social Media Types: introducing a data driven taxonomy.

[BibT_eX]

[DOI]

Computing, 2020

Examination of NoSQL Transition and Data Mining Capabilities.

[BibT_eX]

[DOI]

Proceedings of the Metadata and Semantic Research - 14th International Conference, 2020

An Introduction to Information Network Modeling Capabilities, Utilizing Graphs.

[BibT_eX]

[DOI]

Proceedings of the Metadata and Semantic Research - 14th International Conference, 2020

Sports Analytics for Football League Table and Player Performance Prediction.

[BibT_eX]

[DOI]

Victor Chazan Pantzalis

Proceedings of the 11th International Conference on Information, 2020

Big Data Mining for Smart Cities: Predicting Traffic Congestion using Classification.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Information, 2020

Using Twitter to Predict Chart Position for Songs.

[BibT_eX]

[DOI]

Eleana Tsiara

Konstantinos Christantonis

Proceedings of the Artificial Intelligence Applications and Innovations, 2020

Using Classification for Traffic Prediction in Smart Cities.

[BibT_eX]

[DOI]

Despina Elizabeth Filippidou

Anastassios Manos

Eleni Mougiakou

Evangelos Christelis

Proceedings of the Artificial Intelligence Applications and Innovations, 2020

Promoting Diversity in Content Based Recommendation Using Feature Weighting and LSH.

[BibT_eX]

[DOI]

Dimosthenis Beleveslis

Proceedings of the Artificial Intelligence Applications and Innovations, 2020

2019

A survey on association rules mining using heuristics.

[BibT_eX]

[DOI]

Seyed Mohssen Ghafari

WIREs Data Mining Knowl. Discov., 2019

Mining Traffic Accident Data for Hazard Causality Analysis.

[BibT_eX]

[DOI]

Dimitrios Tasios

Andreas Gregoriades

Proceedings of the 4th South-East Europe Design Automation, 2019

A Hybrid Method for Sentiment Analysis of Election Related Tweets.

[BibT_eX]

[DOI]

Dimosthenis Beleveslis

Konstantinos Christantonis

Dimitris Psaradelis

Dimitris Nikoglou

Proceedings of the 4th South-East Europe Design Automation, 2019

Data Mining for Smart Cities: Predicting Electricity Consumption by Classification.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Information, 2019

Sports Analytics algorithms for performance prediction.

[BibT_eX]

[DOI]

Konstantinos Apostolou

Iotaomicronannis Schoinas

Proceedings of the 10th International Conference on Information, 2019

MuSIF: A Product Recommendation System Based on Multi-source Implicit Feedback.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Applications and Innovations, 2019

2018

AI in Greece: The Case of Research on Linked Geospa al Data.

[BibT_eX]

[DOI]

Manolis Koubarakis

George A. Vouros

Georgios Chalkiadakis

Vassilis P. Plagianakos

AI Mag., 2018

A Method for Predicting the Winner of the USA Presidential Elections using Data extracted from Twitter.

[BibT_eX]

[DOI]

Lazaros Oikonomou

Proceedings of the 2018 South-Eastern European Design Automation, 2018

2017

T3C: improving a decision tree classification algorithm's interval splits on continuous attributes.

[BibT_eX]

[DOI]

Panagiotis Tzirakis

Traianos-Ioannis Theodorou

Adv. Data Anal. Classif., 2017

Short-Term Traffic Prediction under Both Typical and Atypical Traffic Conditions using a Pattern Transition Model.

[BibT_eX]

[DOI]

Athanasios Salamanis

Dionysios D. Kehagias

Proceedings of the 3rd International Conference on Vehicle Technology and Intelligent Transport Systems, 2017

ARMICA-Improved: A New Approach for Association Rule Mining.

[BibT_eX]

[DOI]

Shahpar Yakhchi

Seyed Mohssen Ghafari

Mahdi Fazeli

Proceedings of the Knowledge Science, Engineering and Management, 2017

The 50/50 Recommender: A Method Incorporating Personality into Movie Recommender Systems.

[BibT_eX]

[DOI]

Orestis Nalmpantis

Proceedings of the Engineering Applications of Neural Networks, 2017

2016

Clustering Software Metric Values Extracted from C# Code for Maintainability Assessment.

[BibT_eX]

[DOI]

Shumail Arshad

Proceedings of the 9th Hellenic Conference on Artificial Intelligence, 2016

Association Rules Mining by Improving the Imperialism Competitive Algorithm (ARMICA).

[BibT_eX]

[DOI]

Seyed Mohssen Ghafari

Proceedings of the Artificial Intelligence Applications and Innovations, 2016

2014

Combining Clustering and Classification for Software Quality Evaluation.

[BibT_eX]

[DOI]

Diomidis Papas

Proceedings of the Artificial Intelligence: Methods and Applications, 2014

2013

Evaluating data mining algorithms using molecular dynamics trajectories.

[BibT_eX]

[DOI]

Vasileios A. Tatsis

Panagiotis Tzirakis

Int. J. Data Min. Bioinform., 2013

Personalised Fuzzy Recommendation for High Involvement Products.

[BibT_eX]

[DOI]

Vassilis C. Gerogiannis

Anthony Karageorgos

Liwei Liu

Proceedings of the IEEE International Conference on Systems, 2013

2011

K-attractors: a Partitional Clustering Algorithm for Numeric Data Analysis.

[BibT_eX]

[DOI]

Nikos Tsirakis

Appl. Artif. Intell., 2011

Welcome from the Industrial Track Chair and the Industrial Forum Chair.

[BibT_eX]

[DOI]

Christian Zillmann

Proceedings of the 15th European Conference on Software Maintenance and Reengineering, 2011

2010

Code Quality Evaluation Methodology Using The ISO/IEC 9126 Standard

[BibT_eX]

[DOI]

Dimitris Antoniou

Evangelos Theodoridis

Konstantina Vassilopoulou

Nikos Tsirakis

CoRR, 2010

Towards Agent-Based 'Smart' Collaboration in Enterprise Networks.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises, 2010

Agent-Based Digital Networking in Furniture Manufacturing Enterprises.

[BibT_eX]

[DOI]

Proceedings of the Networked Digital Technologies - Second International Conference, 2010

2009

Special issue on the 12th conference on software maintenance and reengineering (CSMR 2008).

[BibT_eX]

[DOI]

Kostas Kontogiannis

Andreas Winter

J. Softw. Maintenance Res. Pract., 2009

Comparing data mining methods with logistic regression in childhood obesity prediction.

[BibT_eX]

[DOI]

Inf. Syst. Frontiers, 2009

A GO-driven semantic similarity measure for quantifying the biological relatedness of gene products.

[BibT_eX]

[DOI]

Spiridon C. Denaxas

Intell. Decis. Technol., 2009

3rd International Workshop on Software Quality and Maintainability.

[BibT_eX]

[DOI]

Joost Visser

Proceedings of the 13th European Conference on Software Maintenance and Reengineering, 2009

Code4Thought Project: Employing the ISO/IEC-9126 Standard for Software Engineering-Product Quality Assessment.

[BibT_eX]

[DOI]

Dimitris Antoniou

Proceedings of the 13th European Conference on Software Maintenance and Reengineering, 2009

2008

Scoring and summarising gene product clusters using the Gene Ontology.

[BibT_eX]

[DOI]

Spiridon C. Denaxas

Int. J. Data Min. Bioinform., 2008

Clustering for Monitoring Software Systems Maintainability Evolution.

[BibT_eX]

[DOI]

Dimitris Antoniou

Evangelos Theodoridis

Nikos Tsirakis

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

Interpretation of Source Code Clusters in Terms of the ISO/IEC-9126 Maintainability Characteristics.

[BibT_eX]

[DOI]

Ilja Heitlager

Joost Visser

Proceedings of the 12th European Conference on Software Maintenance and Reengineering, 2008

2007

An improved methodology on information distillation by mining program source code.

[BibT_eX]

[DOI]

Data Knowl. Eng., 2007

k-Attractors: A Clustering Algorithm for Software Measurement Data Analysis.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007

2006

Mining source code elements for comprehending object-oriented systems and evaluating their maintainability.

[BibT_eX]

[DOI]

Thimios Dimopulos

SIGKDD Explor., 2006

Towards Healthy Association Rule Mining (HARM): A Fuzzy Quantitative Approach.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning, 2006

A Metric of Confidence in Requirements Gathered from Legacy Systems: Two Industrial Case Studies.

[BibT_eX]

[DOI]

James Marchant

Michael Turega

Proceedings of the 10th European Conference on Software Maintenance and Reengineering (CSMR 2006), 2006

2005

Building a Multi-level Database for Efficient Information Retrieval: A Framework Definition.

[BibT_eX]

Spiridon C. Denaxas

Proceedings of the IASTED International Conference on Software Engineering, 2005

Clustering Data Retrieved from Java Source Code to Support Software Maintenance: A Case Study.

[BibT_eX]

[DOI]

Dimitris Rousidis

Proceedings of the 9th European Conference on Software Maintenance and Reengineering (CSMR 2005), 2005

2004

Data Mining Source Code to Facilitate Program Comprehension: Experiments on Clustering Data Retrieved from C++ Programs.

[BibT_eX]

[DOI]

Proceedings of the 12th International Workshop on Program Comprehension (IWPC 2004), 2004

PRICES: An Efficient Algorithm for Mining Association Rules.

[BibT_eX]

[DOI]

Chuan Wang

Proceedings of the Intelligent Data Engineering and Automated Learning, 2004

2003

Facilitating Program Comprehension by Mining Association Rules from Source Code.

[BibT_eX]

[DOI]

Loukas Sinos

Paul J. Layzell

Proceedings of the 11th International Workshop on Program Comprehension (IWPC 2003), 2003

Experiences of Using a Quantitative Approach for Mining Association Rules.

[BibT_eX]

[DOI]

Liang Dong

Proceedings of the Intelligent Data Engineering and Automated Learning, 2003

2002

T3: A Classification Algorithm for Data Mining.

[BibT_eX]

[DOI]

John A. Keane

Proceedings of the Intelligent Data Engineering and Automated Learning, 2002

From System Comprehension to Program Comprehension.

[BibT_eX]

[DOI]

Proceedings of the 26th International Computer Software and Applications Conference (COMPSAC 2002), 2002

A Model for Selecting CSCW Technologies for Distributed Software Maintenance Teams in Virtual Organisations.

[BibT_eX]

[DOI]

Proceedings of the 26th International Computer Software and Applications Conference (COMPSAC 2002), 2002

2001

Expert Maintainers' Strategies and Needs when Understanding Software: A Case Study Approach.

[BibT_eX]

[DOI]