Panagiotis Symeonidis

Orcid: 0000-0003-0685-3568

According to our database1, Panagiotis Symeonidis authored at least 86 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Deep Recommendation using Graphs.
Proceedings of the 18th ACM Conference on Recommender Systems, 2024

2023
Employing deep learning framework for improving solar panel defects using drone imagery.
Proceedings of the 24th International Conference on Digital Signal Processing, 2023

Accurate and Safe Drug Recommendations based on Singular Value Decomposition.
Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

Safe and Effective Recommendation of Drug Combinations based on Matrix Co-Factorization.
Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

2022
Safe, effective and explainable drug recommendation based on medical data integration.
User Model. User Adapt. Interact., 2022

JIIS preface for the special issue on advances in recommender systems.
J. Intell. Inf. Syst., 2022

Sequence-aware news recommendations by combining intra- with inter-session user information.
Inf. Retr. J., 2022

An evolutionary-based approach for providing accurate and novel recommendations.
Int. J. Bus. Intell. Data Min., 2022

Session-Based Recommendation Along with the Session Style of Explanation.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Mortality Prediction and Safe Drug Recommendation for Critically-ill Patients.
Proceedings of the 22nd IEEE International Conference on Bioinformatics and Bioengineering, 2022

Deep Reinforcement Learning for Medicine Recommendation.
Proceedings of the 22nd IEEE International Conference on Bioinformatics and Bioengineering, 2022

2021
Session-based news recommendations using SimRank on multi-modal graphs.
Expert Syst. Appl., 2021

An overlapping clustering approach for precision, diversity and novelty-aware recommendations.
Expert Syst. Appl., 2021

Similarity Search, Recommendation and Explainability over Graphs in Different Domains: Social Media, News, and Health Industry.
Proceedings of the Web Engineering - 21st International Conference, 2021

News Recommendations by Combining Intra-session with Inter-session and Content-Based Probabilistic Modelling.
Proceedings of the Computational Collective Intelligence - 13th International Conference, 2021

Recommending What Drug to Prescribe Next for Accurate and Explainable Medical Decisions.
Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021

Treatment Recommendations for COVID-19 Patients along with Robust Explanations.
Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021

2020
Session-aware news recommendations using random walks on time-evolving heterogeneous information networks.
User Model. User Adapt. Interact., 2020

MP4Rec: Explainable and Accurate Top-N Recommendations in Heterogeneous Information Networks.
IEEE Access, 2020

Recommending the Video to Watch Next: An Offline and Online Evaluation at YOUTV.de.
Proceedings of the RecSys 2020: Fourteenth ACM Conference on Recommender Systems, 2020

ThermiAir: an innovative air quality monitoring system for airborne particulate matter in Thermi, Greece.
Proceedings of the ICEGOV 2020: 13th International Conference on Theory and Practice of Electronic Governance, 2020

2019
OmniRank: learning to recommend based on omni-traversal of heterogeneous graphs.
Soc. Netw. Anal. Min., 2019

Improving Time-Aware Recommendations in Open Source Packages.
Int. J. Artif. Intell. Tools, 2019

Counteracting the filter bubble in recommender systems: Novelty-aware matrix factorization.
Intelligenza Artificiale, 2019

Multi-modal matrix factorization with side information for recommending massive open online courses.
Expert Syst. Appl., 2019

Development of a spatial database and web-GIS for the climate of Greece.
Earth Sci. Informatics, 2019

Personalised novel and explainable matrix factorisation.
Data Knowl. Eng., 2019

PDMFRec: a decentralised matrix factorisation with tunable user-centric privacy.
Proceedings of the 13th ACM Conference on Recommender Systems, 2019

Decision making strategies differ in the presence of collaborative explanations: two conjoint studies.
Proceedings of the 24th International Conference on Intelligent User Interfaces, 2019

2018
Recommendations based on a heterogeneous spatio-temporal social network.
World Wide Web, 2018

Decision Making of Maximizers and Satisficers Based on Collaborative Explanations.
CoRR, 2018

Session-based News Recommendations.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Replicating and Improving Top-N Recommendations in Open Source Packages.
Proceedings of the 8th International Conference on Web Intelligence, Mining and Semantics, 2018

Exploring Users' Perception of Collaborative Explanation Styles.
Proceedings of the 20th IEEE Conference on Business Informatics, 2018

Exploring Users' Perception of Rating Summary Statistics.
Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization, 2018

Novelty-Aware Matrix Factorization Based on Items' Popularity.
Proceedings of the AI*IA 2018 - Advances in Artificial Intelligence, 2018

MoocRec.com: Massive Open Online Courses Recommender System.
Proceedings of the Collaborative Recommendations, 2018

2017
CheckInShop.eu: A Sensor-based Recommender System for micro-location Marketing.
Proceedings of the Eleventh ACM Conference on Recommender Systems, 2017

Visual Analysis of Recommendation Performance.
Proceedings of the Eleventh ACM Conference on Recommender Systems, 2017

Reproducing and Prototyping Recommender Systems in R.
Proceedings of the 8th Italian Information Retrieval Workshop, 2017

2016
Matrix and Tensor Factorization Techniques for Recommender Systems
Springer Briefs in Computer Science, Springer, ISBN: 978-3-319-41357-0, 2016

ClustHOSVD: Item Recommendation by Combining Semantically Enhanced Tag Clustering With Tensor HOSVD.
IEEE Trans. Syst. Man Cybern. Syst., 2016

A Graph-Based Taxonomy of Recommendation Algorithms and Systems in LBSNs.
IEEE Trans. Knowl. Data Eng., 2016

MoocRec.com : Massive Open Online Courses Recommender System.
Proceedings of the Poster Track of the 10th ACM Conference on Recommender Systems (RecSys 2016), 2016

Matrix and Tensor Decomposition in Recommender Systems.
Proceedings of the 10th ACM Conference on Recommender Systems, 2016

2015
Extended feature combination model for recommendations in location-based mobile services.
Knowl. Inf. Syst., 2015

Learning Relational User Profiles and Recommending Items as Their Preferences Change.
Int. J. Artif. Intell. Tools, 2015

Recommending Friends and Locations over a Heterogeneous Spatio-Temporal Graph.
Proceedings of the Model and Data Engineering - 5th International Conference, 2015

2014
Recommender Systems for Location-based Social Networks
Springer Briefs in Electrical and Computer Engineering, Springer, ISBN: 978-1-4939-0286-6, 2014

Transitive node similarity: predicting and recommending links in signed social networks.
World Wide Web, 2014

xStreams: Recommending Items to Users with Time-evolving Preferences.
Proceedings of the 4th International Conference on Web Intelligence, 2014

Link Prediction in Multi-modal Social Networks.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

2013
Spectral clustering for link prediction in social networks with positive and negative links.
Soc. Netw. Anal. Min., 2013

Corporate dividend Policy Determinants: Intelligent versus a Traditional Approach.
Intell. Syst. Account. Finance Manag., 2013

A unified framework for link and rating prediction in multi-modal social networks.
Int. J. Soc. Netw. Min., 2013

From biological to social networks: Link prediction based on multi-way spectral clustering.
Data Knowl. Eng., 2013

New perspectives for recommendations in location-based social networks: time, privacy and explainability.
Proceedings of the Fifth International Conference on Management of Emergent Digital EcoSystems, 2013

GeoSocialRec: Explaining Recommendations in Location-Based Social Networks.
Proceedings of the Advances in Databases and Information Systems, 2013

2012
Fast and accurate link prediction in social networking systems.
J. Syst. Softw., 2012

AMFIC-WSDB: A web database for hosting and easy retrieval of atmospheric data from satellites.
Comput. Geosci., 2012

A generalized taxonomy of explanations styles for traditional and social recommender systems.
Data Min. Knowl. Discov., 2012

Scalable Link Prediction in Social Networks Based on Local Graph Characteristics.
Proceedings of the Ninth International Conference on Information Technology: New Generations, 2012

Geo-activity recommendations by using improved feature combination.
Proceedings of the 2012 ACM Conference on Ubiquitous Computing, 2012

Text Classification by Aggregation of SVD Eigenvectors.
Proceedings of the Advances in Databases and Information Systems, 2012

Recommender Systems for Social Tagging Systems.
Springer Briefs in Electrical and Computer Engineering, Springer, ISBN: 978-1-4614-1894-8, 2012

2011
Social Tagging Recommender Systems.
Proceedings of the Recommender Systems Handbook, 2011

Product recommendation and rating prediction based on multi-modal social networks.
Proceedings of the 2011 ACM Conference on Recommender Systems, 2011

Geo-social recommendations based on incremental tensor reduction and local path traversal.
Proceedings of the 2011 International Workshop on Location Based Social Networks, 2011

Friendlink: Link prediction in social networks via bounded local path traversal.
Proceedings of the International Conference on Computational Aspects of Social Networks, 2011

2010
A Unified Framework for Providing Recommendations in Social Tagging Systems Based on Ternary Semantic Analysis.
IEEE Trans. Knowl. Data Eng., 2010

MusicBox: Personalized Music Recommendation Based on Cubic Analysis of Social Tags.
IEEE Trans. Speech Audio Process., 2010

"YouTube Debate": A New Era of Internetized Television Politics?
Int. J. E Politics, 2010

Transitive node similarity for link prediction in social networks with positive and negative links.
Proceedings of the 2010 ACM Conference on Recommender Systems, 2010

2009
MoviExplain: a recommender system with explanations.
Proceedings of the 2009 ACM Conference on Recommender Systems, 2009

User Recommendations based on Tensor Dimensionality Reduction.
Proceedings of the Artificial Intelligence Applications and Innovations III, 2009

2008
Providing Justifications in Recommender Systems.
IEEE Trans. Syst. Man Cybern. Part A, 2008

Nearest-biclusters collaborative filtering based on constant and coherent values.
Inf. Retr., 2008

Collaborative recommender systems: Combining effectiveness and efficiency.
Expert Syst. Appl., 2008

Tag recommendations based on tensor dimensionality reduction.
Proceedings of the 2008 ACM Conference on Recommender Systems, 2008

Ternary Semantic Analysis of Social Tags for Personalized Music Recommendation.
Proceedings of the ISMIR 2008, 2008

2007
Feature-Weighted User Model for Recommender Systems.
Proceedings of the User Modeling 2007, 11th International Conference, 2007

Content-based Dimensionality Reduction for Recommender Systems.
Proceedings of the Data Analysis, Machine Learning and Applications, 2007

2006
Nearest-Biclusters Collaborative Filtering with Constant Values.
Proceedings of the Advances in Web Mining and Web Usage Analysis, 2006

Collaborative Filtering Process in a Whole New Light.
Proceedings of the Tenth International Database Engineering and Applications Symposium (IDEAS 2006), 2006

Collaborative Filtering Based on User Trends.
Proceedings of the Advances in Data Analysis, 2006

2004
Development of an emission inventory system from transport in Greece.
Environ. Model. Softw., 2004


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