Unison-CF: A Multiple-Component, Adaptive Collaborative Filtering System. - Manolis G. Vozalis; Konstantinos G. Margaritis (AH, 2004)

On the combination of user-based and item-based collaborative filtering. - Manolis G. Vozalis; Konstantinos G. Margaritis (Int. J. Comput. Math., 2004)

Applying SVD on Item-based Filtering. - Manolis G. Vozalis; Konstantinos G. Margaritis (ISDA, 2005)

Applying SVD on Generalized Item-based Filtering. - Manolis G. Vozalis; Konstantinos G. Margaritis (Int. J. Comput. Sci. Appl., 2006)

On the enhancement of collaborative filtering by demographic data. - Manolis G. Vozalis; Konstantinos G. Margaritis (Web Intell. Agent Syst., 2006)

Using SVD and demographic data for the enhancement of generalized Collaborative Filtering. - Manolis G. Vozalis; Konstantinos G. Margaritis (Inf. Sci., 2007)

Identifying the effects of SVD and demographic data use on generalized collaborative filtering. - Manolis G. Vozalis; Konstantinos G. Margaritis (Int. J. Comput. Math., 2008)

On the Performance of SVD-Based Algorithms for Collaborative Filtering. - Manolis G. Vozalis; Angelos I. Markos; Konstantinos G. Margaritis (BCI, 2009)

A Hybrid Approach for Improving Prediction Coverage of Collaborative Filtering. - Manolis G. Vozalis; Angelos I. Markos; Konstantinos G. Margaritis (AIAI, 2009)

Collaborative Filtering through SVD-Based and Hierarchical Nonlinear PCA. - Manolis G. Vozalis; Angelos I. Markos; Konstantinos G. Margaritis (ICANN (1), 2010)

An Optimal Scaling Approach to Collaborative Filtering Using Categorical Principal Component Analysis and Neighborhood Formation. - Angelos I. Markos; Manolis G. Vozalis; Konstantinos G. Margaritis (AIAI, 2010)

An Optimal Scaling Framework for Collaborative Filtering Recommendation Systems. - Manolis G. Vozalis; Angelos I. Markos; Konstantinos G. Margaritis (Int. J. Artif. Intell. Tools, 2012)

Sentiment analysis leveraging emotions and word embeddings. - Maria Giatsoglou; Manolis G. Vozalis; Konstantinos I. Diamantaras; Athena Vakali; George Sarigiannidis; Konstantinos Ch. Chatzisavvas (Expert Syst. Appl., 2017)