All Stories

  1. Multimodal Benchmarking and Recommendation of Text-to-Image Generation Models

    Article • July 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Magdalini Eirinaki

  2. Poster: Cloudsweeper: Leveraging Large Language Models to Personalize Sensitive Archive Search

    Article • June 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Magdalini Eirinaki

  3. The Impact of Tree Data on Urban Heat Island Mapping: A San José Case Study

    Article • May 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Magdalini Eirinaki

  4. Federated Learning on Recommender Systems

    Article • December 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Magdalini Eirinaki

  5. Multi-Resolution Diffusion for Privacy-Sensitive Recommender Systems

    Article • IEEE Access, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Magdalini Eirinaki

  6. Scalable and Autonomous Network Defense Using Reinforcement Learning

    Article • IEEE Access, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Magdalini Eirinaki

  7. Using Graph Neural Networks for Social Recommendations

    Article • Algorithms, November 2023, MDPI AG

    Dr. Magdalini Eirinaki

  8. Prompt Recommendations for AI Art

    Article • September 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Magdalini Eirinaki

  9. Distress Signal Recognition Using Pose Estimation and Neural Networks

    Article • July 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Magdalini Eirinaki

  10. A Curriculum Framework for Autonomous Network Defense using Multi-agent Reinforcement Learning

    Article • May 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Magdalini Eirinaki

  11. Real-time recommendations for energy-efficient appliance usage in households

    Article • Frontiers in Big Data, September 2022, Frontiers

    Dr. Magdalini Eirinaki

  12. Original Music Generation using Recurrent Neural Networks with Self-Attention

    Article • August 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Magdalini Eirinaki

  13. Blockchain-based recommender systems: Applications, challenges and future opportunities

    Article • Computer Science Review, February 2022, Elsevier

    Dr. Magdalini Eirinaki

  14. Can a machine win a Grammy? An evaluation of AI-generated song lyrics

    Article • December 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Magdalini Eirinaki

  15. Message from the Program Chairs

    Article • October 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Magdalini Eirinaki

  16. Deepfake Detection using GAN Discriminators

    Article • August 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Magdalini Eirinaki

  17. Viva: A Virtual Assistant for the Visually Impaired

    Article • January 2021, Springer Science + Business Media

    Dr. Magdalini Eirinaki

  18. An evaluation of machine learning methods for domain name classification

    Article • December 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Magdalini Eirinaki

  19. Reducing energy waste in households through real-time recommendations

    Article • September 2020, ACM (Association for Computing Machinery)

    Iraklis Varlamis, Akshay Pagar, Dr. Magdalini Eirinaki

  20. Play it again IMuCo! Music Composition to Match your Mood

    Article • September 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Magdalini Eirinaki

  21. Evaluating Validity of Synthetic Data in Perception Tasks for Autonomous Vehicles

    Article • August 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Magdalini Eirinaki

  22. The Tipping Point In Social Networks: Investigating the Mechanism Behind Viral Information Spreading

    Article • August 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Magdalini Eirinaki

  23. CollegeBot: A Conversational AI Approach to Help Students Navigate College

    Article • January 2020, Springer Science + Business Media

    Dr. Magdalini Eirinaki

  24. A SERP-Mining Approach for Classification of DNS Requests

    Article • December 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Magdalini Eirinaki

  25. Editorial for Special Issue on “Big Data and Smart Cities”

    Article • Big Data Research, September 2019, Elsevier

    Dr. Magdalini Eirinaki

  26. A Graph-Based Recommender System for Food Products

    Article • September 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Magdalini Eirinaki

  27. ViSeR: A Visual Search Engine for e-Retail

    Article • September 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Magdalini Eirinaki

  28. The effect of global and local influence models on the quality of recommendations

    Article • July 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Magdalini Eirinaki

  29. With a Little Help from My Friends (and Their Friends): Influence Neighborhoods for Social Recommendations

    Article • May 2019, ACM (Association for Computing Machinery)

    Dr. Magdalini Eirinaki

  30. Exploratory data analysis and crime prediction for smart cities

    Article • January 2019, ACM (Association for Computing Machinery)

    Dr. Magdalini Eirinaki

  31. Influence Propagation for Social Graph-based Recommendations

    Article • December 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Magdalini Eirinaki

  32. A building permit system for smart cities: A cloud-based framework

    Article • Computers Environment and Urban Systems, July 2018, Elsevier

    Dr. Magdalini Eirinaki

  33. Recommender Systems for Large-Scale Social Networks: A review of challenges and solutions

    Article • Future Generation Computer Systems, January 2018, Elsevier

    Dr. Magdalini Eirinaki

  34. Social recommendations for personalized fitness assistance

    Article • Personal Technologies, June 2017, Springer Science + Business Media

    Dr. Magdalini Eirinaki

  35. A Framework for Recommendation of Highly Popular News Lacking Social Feedback

    Article • New Generation Computing, May 2017, Springer Science + Business Media

    Dr. Magdalini Eirinaki

  36. A Deep Learning Framework for Smart Street Cleaning

    Article • April 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Magdalini Eirinaki

  37. CaPaR: A Career Path Recommendation Framework

    Article • April 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Magdalini Eirinaki

  38. Scaling Collaborative Filtering to Large–Scale Bipartite Rating Graphs Using Lenskit and Spark

    Article • April 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Magdalini Eirinaki

  39. Time-Based Ensembles for Prediction of Rare Events in News Stream

    Article • December 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Magdalini Eirinaki

  40. Threshold-Bounded Influence Dominating Sets for Recommendations in Social Networks

    Article • October 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Magdalini Eirinaki

  41. A cloud-based framework for smart permit system for buildings

    Article • September 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Magdalini Eirinaki

  42. PRO-Fit: Exercise with friends

    Article • August 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Magdalini Eirinaki

  43. PRO-Fit: A personalized fitness assistant framework

    Article • July 2016, KSI Research Inc.

    Dr. Magdalini Eirinaki

  44. QueRIE reloaded: Using matrix factorization to improve database query recommendations

    Article • October 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Magdalini Eirinaki

  45. HyPER

    Article • September 2015, ACM (Association for Computing Machinery)

    Dr. Magdalini Eirinaki, Shobeir Fakhraei

  46. TipMe

    Article • August 2015, ACM (Association for Computing Machinery)

    Iraklis Varlamis, Dr. Magdalini Eirinaki

  47. A Human-centered Credit-banking System for Convenient, Fair and Secure Carpooling Among Members of an Association

    Article • Procedia Manufacturing, January 2015, Elsevier

    Dr. Magdalini Eirinaki

  48. Aspect-based opinion mining and recommendationsystem for restaurant reviews

    Article • October 2014, ACM (Association for Computing Machinery)

    Dr. Magdalini Eirinaki

  49. QueRIE: Collaborative Database Exploration

    Article • IEEE Transactions on Knowledge and Data Engineering, July 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Magdalini Eirinaki

  50. Classification of movement data concerning user's activity recognition via mobile phones

    Article • June 2014, ACM (Association for Computing Machinery)

    Dr. Magdalini Eirinaki

  51. A Trust-Aware System for Personalized User Recommendations in Social Networks

    Article • IEEE Transactions on Systems Man and Cybernetics Systems, April 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Magdalini Eirinaki

  52. Application of Social Network Metrics to a Trust-Aware Collaborative Model for Generating Personalized User Recommendations

    Article • December 2012, Springer Science + Business Media

    Dr. Magdalini Eirinaki

  53. Feature-based opinion mining and ranking

    Article • Journal of Computer and System Sciences, July 2012, Elsevier

    Dr. Magdalini Eirinaki

  54. Identification of influential social networkers

    Article • International Journal of Web Based Communities, January 2012, Inderscience Publishers

    Dr. Magdalini Eirinaki

  55. AskUs: An Opinion Search Engine

    Article • December 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Magdalini Eirinaki

  56. QueRIE: A Query Recommender System Supporting Interactive Database Exploration

    Article • December 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Magdalini Eirinaki

  57. SQL QueRIE recommendations

    Article • Proceedings of the VLDB Endowment, September 2010, ACM (Association for Computing Machinery)

    Dr. Magdalini Eirinaki

  58. A Study on Social Network Metrics and Their Application in Trust Networks

    Article • August 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Magdalini Eirinaki

  59. Mining Frequent Generalized Patterns for Web Personalization in the Presence of Taxonomies

    Article • International Journal of Data Warehousing and Mining, January 2010, IGI Global

    Dr. Magdalini Eirinaki

  60. Negative Database for Data Security

    Article • April 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Magdalini Eirinaki

  61. Query Recommendations for Interactive Database Exploration

    Article • January 2009, Springer Science + Business Media

    Dr. Magdalini Eirinaki

  62. Boosting the ranking function learning process using clustering

    Article • October 2008, ACM (Association for Computing Machinery)

    Dr. Magdalini Eirinaki

  63. Mining user navigation patterns for personalizing topic directories

    Article • November 2007, ACM (Association for Computing Machinery)

    Dr. Magdalini Eirinaki

  64. Web site personalization based on link analysis and navigational patterns

    Article • ACM Transactions on Internet Technology, October 2007, ACM (Association for Computing Machinery)

    Dr. Magdalini Eirinaki

  65. Introducing Semantics in Web Personalization: The Role of Ontologies

    Article • January 2006, Springer Science + Business Media

    Dr. Magdalini Eirinaki

  66. Web path recommendations based on page ranking and Markov models

    Article • November 2005, ACM (Association for Computing Machinery)

    Dr. Magdalini Eirinaki

  67. IKUM: An Integrated Web Personalization Platform Based on Content Structures and User Behavior

    Article • January 2005, Springer Science + Business Media

    Dr. Magdalini Eirinaki

  68. Web personalization integrating content semantics and navigational patterns

    Article • November 2004, ACM (Association for Computing Machinery)

    Dr. Magdalini Eirinaki

  69. SEWeP: A Web Mining System Supporting Semantic Personalization

    Article • January 2004, Springer Science + Business Media

    Dr. Magdalini Eirinaki

  70. SEWeP

    Article • August 2003, ACM (Association for Computing Machinery)

    Dr. Magdalini Eirinaki

  71. Web mining for web personalization

    Article • ACM Transactions on Internet Technology, February 2003, ACM (Association for Computing Machinery)

    Dr. Magdalini Eirinaki

  72. SEWeP

    Article • January 2003, ACM (Association for Computing Machinery)

    Dr. Magdalini Eirinaki

  73. Usage-Based PageRank for Web Personalization

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Magdalini Eirinaki

  74. Mining Frequent Generalized Patterns for Web Personalization in the Presence of Taxonomies

    Article • IGI Global

    Dr. Magdalini Eirinaki