Magdalini Eirinaki

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 38

Top Topics

Recommender Systems

Influence Propagation

Matrix Factorization

Top Venues

Publications

Robert G. Campbell, Magdalini Eirinaki, Younghee Park
Scalable and Autonomous Network Defense Using Reinforcement Learning. IEEE Access 12 (2024)
Hyelim Yang, Kapil Wanaskar, Harshika Shrivastava, Shahbaz Mansahia, Shakshi Richhariya, Magdalini Eirinaki
Prompt Recommendations for AI Art. AIKE (2023)
Palash Shankar Bhusari, Shreya Nagaraddy Hunur, Ravi Kumar Tanti, Saurabh Ramesh Warathe, Magdalini Eirinaki
Distress Signal Recognition Using Pose Estimation and Neural Networks. MobileCloud (2023)
Robert G. Campbell, Magdalini Eirinaki, Younghee Park
A Curriculum Framework for Autonomous Network Defense using Multi-agent Reinforcement Learning. SVCC (2023)
Dharahas Tallapally, John Wang, Katerina Potika, Magdalini Eirinaki
Using Graph Neural Networks for Social Recommendations. Algorithms 16 (11) (2023)
Derek Lilienthal, Paul Mello, Magdalini Eirinaki, Stas Tiomkin
Multi-Resolution Diffusion for Privacy-Sensitive Recommender Systems. CoRR (2023)
Akash Jagannathan, Bharathi Chandrasekaran, Shubham Dutta, Uma Rameshgouda Patil, Magdalini Eirinaki
Original Music Generation using Recurrent Neural Networks with Self-Attention. AITest (2022)
Magdalini Eirinaki, Iraklis Varlamis, Janhavi Dahihande, Akshay Jaiswal, Akshay Anil Pagar, Ajinkya Thakare
Real-time recommendations for energy-efficient appliance usage in households. Frontiers Big Data 5 (2022)
Yassine Himeur, Aya Sayed, Abdullah Alsalemi, Faycal Bensaali, Abbes Amira, Iraklis Varlamis, Magdalini Eirinaki, Christos Sardianos, George Dimitrakopoulos
Blockchain-based recommender systems: Applications, challenges and future opportunities. Comput. Sci. Rev. 43 (2022)
Sai Ashrith Aduwala, Manish Arigala, Shivan Desai, Heng Jerry Quan, Magdalini Eirinaki
Deepfake Detection using GAN Discriminators. BigDataService (2021)
Junlan Lu, Magdalini Eirinaki
Can a machine win a Grammy? An evaluation of AI-generated song lyrics. IEEE BigData (2021)
Yassine Himeur, Aya Sayed, Abdullah Alsalemi, Faycal Bensaali, Abbes Amira, Iraklis Varlamis, Magdalini Eirinaki, Christos Sardianos, George Dimitrakopoulos
Blockchain-based Recommender Systems: Applications, Challenges and Future Opportunities. CoRR (2021)
Zeeshan Ahmed Pachodiwale, Yugeshwari Brahmankar, Neha Parakh, Dhruvil Patel, Magdalini Eirinaki
Viva: A Virtual Assistant for the Visually Impaired. HCI (7) (2021)
Abhishek Singh, Niraj Dharamshi, Preethi Thimma Govarthanarajan, Premal Dattatray Samale, Magdalini Eirinaki
The Tipping Point In Social Networks: Investigating the Mechanism Behind Viral Information Spreading. BigDataService (2020)
Mohinish Daswani, Kavina Desai, Mili Patel, Reeya Vani, Magdalini Eirinaki
CollegeBot: A Conversational AI Approach to Help Students Navigate College. HCI (42) (2020)
Janhavi Dahihande, Akshay Jaiswal, Akshay Anil Pagar, Ajinkya Thakare, Magdalini Eirinaki, Iraklis Varlamis
Reducing energy waste in households through real-time recommendations. RecSys (2020)
Amit Garg, Nachiket Trivedi, Junlan Lu, Magdalini Eirinaki, Bin Yu, Femi G. Olumofin
An evaluation of machine learning methods for domain name classification. IEEE BigData (2020)
Deepak Talwar, Sachin Guruswamy, Naveen Ravipati, Magdalini Eirinaki
Evaluating Validity of Synthetic Data in Perception Tasks for Autonomous Vehicles. AITest (2020)
Arpit Mathur, Sai Kumar Juguru, Magdalini Eirinaki
A Graph-Based Recommender System for Food Products. GC (2019)
Magdalini Eirinaki, Jerry Gao, Latifur Khan, Sourav Mazumder, Katerina Potika
Editorial for Special Issue on "Big Data and Smart Cities". Big Data Res. 17 (2019)
Nikolaos Mantas, Malamati D. Louta, Magdalini Eirinaki, Iraklis Varlamis, George T. Karetsos
The effect of global and local influence models on the quality of recommendations. SPECTS (2019)
Nikolaos Mantas, Malamati D. Louta, Magdalini Eirinaki, Iraklis Varlamis, George T. Karetsos
The effect of global and local influence models on the quality of recommendations. SummerSim (2019)
Junlan Lu, Nikhil Takappa Saunshi, Aldrich Mangune, Magdalini Eirinaki, Bin Yu, Cricket Liu
A SERP-Mining Approach for Classification of DNS Requests. IEEE BigData (2019)
Avni Gulati, Magdalini Eirinaki
With a Little Help from My Friends (and Their Friends): Influence Neighborhoods for Social Recommendations. WWW (2019)
Isha Pradhan, Katerina Potika, Magdalini Eirinaki, Petros Potikas
Exploratory data analysis and crime prediction for smart cities. IDEAS (2019)
Magdalini Eirinaki, Jerry Gao, Iraklis Varlamis, Konstantinos Tserpes
Recommender Systems for Large-Scale Social Networks: A review of challenges and solutions. Future Gener. Comput. Syst. 78 (2018)
Saumil Dharia, Magdalini Eirinaki, Vijesh Jain, Jvalant Patel, Iraklis Varlamis, Jainikkumar Vora, Rizen Yamauchi
Social recommendations for personalized fitness assistance. Pers. Ubiquitous Comput. 22 (2) (2018)
Avni Gulati, Magdalini Eirinaki
Influence Propagation for Social Graph-based Recommendations. IEEE BigData (2018)
Magdalini Eirinaki, Subhankar Dhar, Shishir Mathur, Adwait Kaley, Arpit Patel, Akshar Joshi, Dhvani Shah
A building permit system for smart cities: A cloud-based framework. Comput. Environ. Urban Syst. 70 (2018)
Nuno Moniz, Luís Torgo, Magdalini Eirinaki, Paula Branco
A Framework for Recommendation of Highly Popular News Lacking Social Feedback. New Gener. Comput. 35 (4) (2017)
Christos Sardianos, Iraklis Varlamis, Magdalini Eirinaki
Scaling Collaborative Filtering to Large-Scale Bipartite Rating Graphs Using Lenskit and Spark. BigDataService (2017)
Bharat Patel, Varun Kakuste, Magdalini Eirinaki
CaPaR: A Career Path Recommendation Framework. BigDataService (2017)
Chandni Balchandani, Rakshith Koravadi Hatwar, Parteek Makkar, Yanki Shah, Pooja Yelure, Magdalini Eirinaki
A Deep Learning Framework for Smart Street Cleaning. BigDataService (2017)
Saumil Dharia, Vijesh Jain, Jvalant Patel, Jainikkumar Vora, Shaurya Chawla, Magdalini Eirinaki
PRO-Fit: A personalized fitness assistant framework. SEKE (2016)
Magdalini Eirinaki, Subhankar Dhar, Shishir Mathur
A cloud-based framework for smart permit system for buildings. ISC2 (2016)
Saumil Dharia, Vijesh Jain, Jvalant Patel, Jainikkumar Vora, Rizen Yamauchi, Magdalini Eirinaki, Iraklis Varlamis
PRO-Fit: Exercise with friends. ASONAM (2016)
Nuno Moniz, Luís Torgo, Magdalini Eirinaki
Time-Based Ensembles for Prediction of Rare Events in News Stream. ICDM Workshops (2016)
Magdalini Eirinaki, Nuno Moniz, Katerina Potika
Threshold-Bounded Influence Dominating Sets for Recommendations in Social Networks. BDCloud-SocialCom-SustainCom (2016)
Magdalini Eirinaki, Sweta Patel
QueRIE reloaded: Using matrix factorization to improve database query recommendations. IEEE BigData (2015)
Dimitris Proios, Magdalini Eirinaki, Iraklis Varlamis
TipMe: Personalized advertising and aspect-based opinion mining for users and businesses. ASONAM (2015)
Pigi Kouki, Shobeir Fakhraei, James R. Foulds, Magdalini Eirinaki, Lise Getoor
HyPER: A Flexible and Extensible Probabilistic Framework for Hybrid Recommender Systems. RecSys (2015)
Magdalini Eirinaki, Suju Abraham, Neoklis Polyzotis, Naushin Shaikh
QueRIE: Collaborative Database Exploration. IEEE Trans. Knowl. Data Eng. 26 (7) (2014)
Spiridoula Tragopoulou, Iraklis Varlamis, Magdalini Eirinaki
Classification of movement data concerning user's activity recognition via mobile phones. WIMS (2014)
Vaishak Suresh, Syeda Roohi, Magdalini Eirinaki
Aspect-based opinion mining and recommendationsystem for restaurant reviews. RecSys (2014)
Magdalini Eirinaki, Malamati D. Louta, Iraklis Varlamis
A Trust-Aware System for Personalized User Recommendations in Social Networks. IEEE Trans. Syst. Man Cybern. Syst. 44 (4) (2014)
Vaishak Suresh, Syeda Roohi, Magdalini Eirinaki, Iraklis Varlamis
Using Social Data for Personalizing Review Rankings. RSWeb@RecSys (2014)
Magdalini Eirinaki, Sumit Pal Singh Monga, Shreedhar Sundaram
Identification of influential social networkers. Int. J. Web Based Communities 8 (2) (2012)
Magdalini Eirinaki, Shamita Pisal, Japinder Singh
Feature-based opinion mining and ranking. J. Comput. Syst. Sci. 78 (4) (2012)
Kushal Jangid, Pratik Paul, Magdalini Eirinaki
A Mobile Application for Stock Market Prediction Using Sentiment Analysis. SEKE (2012)
Shamita Pisal, Japinder Singh, Magdalini Eirinaki
AskUs: An Opinion Search Engine. ICDM Workshops (2011)
Gloria Chatzopoulou, Magdalini Eirinaki, Suju Koshy, Sarika Mittal, Neoklis Polyzotis, Jothi Swarubini Vindhiya Varman
The QueRIE system for Personalized Query Recommendations. IEEE Data Eng. Bull. 34 (2) (2011)
Anna Stavrianou, Magdalini Eirinaki
A Personalized Forum Environment. WEBIST (2011)
Anup Patel, Niveeta Sharma, Magdalini Eirinaki
Negative Database for Data Security CoRR (2011)
Sarika Mittal, Jothi Swarubini Vindhiya Varman, Gloria Chatzopoulou, Magdalini Eirinaki, Neoklis Polyzotis
QueRIE: A Query Recommender System Supporting Interactive Database Exploration. ICDM Workshops (2010)
Panagiotis Giannikopoulos, Iraklis Varlamis, Magdalini Eirinaki
Mining Frequent Generalized Patterns for Web Personalization in the Presence of Taxonomies. Int. J. Data Warehous. Min. 6 (1) (2010)
Javad Akbarnejad, Gloria Chatzopoulou, Magdalini Eirinaki, Suju Koshy, Sarika Mittal, Duc On, Neoklis Polyzotis, Jothi Swarubini Vindhiya Varman
SQL QueRIE Recommendations. Proc. VLDB Endow. 3 (2) (2010)
Iraklis Varlamis, Magdalini Eirinaki, Malamati D. Louta
A Study on Social Network Metrics and Their Application in Trust Networks. ASONAM (2010)
Gloria Chatzopoulou, Magdalini Eirinaki, Neoklis Polyzotis
Query Recommendations for Interactive Database Exploration. SSDBM (2009)
Giorgos Giannopoulos, Theodore Dalamagas, Magdalini Eirinaki, Timos K. Sellis
Boosting the ranking function learning process using clustering. WIDM (2008)
Magdalini Eirinaki, Michalis Vazirgiannis
Web site personalization based on link analysis and navigational patterns. ACM Trans. Internet Techn. 7 (4) (2007)
Theodore Dalamagas, Panagiotis Bouros, Theodore Galanis, Magdalini Eirinaki, Timos K. Sellis
Mining user navigation patterns for personalizing topic directories. WIDM (2007)
Magdalini Eirinaki, Michalis Vazirgiannis, Dimitris Kapogiannis
Web path recommendations based on page ranking and Markov models. WIDM (2005)
Magdalini Eirinaki, Dimitrios Mavroeidis, George Tsatsaronis, Michalis Vazirgiannis
Introducing Semantics in Web Personalization: The Role of Ontologies. EWMF/KDO (2005)
Magdalini Eirinaki, Michalis Vazirgiannis
Usage-Based PageRank for Web Personalization. ICDM (2005)
Magdalini Eirinaki, Charalampos Lampos, Stratos Paulakis, Michalis Vazirgiannis
Web personalization integrating content semantics and navigational patterns. WIDM (2004)
Stratos Paulakis, Charalampos Lampos, Magdalini Eirinaki, Michalis Vazirgiannis
SEWeP: A Web Mining System Supporting Semantic Personalization. PKDD (2004)
Magdalini Eirinaki, Michalis Vazirgiannis, Iraklis Varlamis
SEWeP: using site semantics and a taxonomy to enhance the Web personalization process. KDD (2003)
Magdalini Eirinaki, Joannis Vlachakis, Sarabjot S. Anand
IKUM: An Integrated Web Personalization Platform Based on Content Structures and User Behavior. ITWP (2003)
Magdalini Eirinaki, Michalis Vazirgiannis
Web mining for web personalization. ACM Trans. Internet Techn. 3 (1) (2003)