Manolis G. Vozalis - researchr alias

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Viewing Publication 1 - 13 from 13

2017

Sentiment analysis leveraging emotions and word embeddingsMaria Giatsoglou, Manolis G. Vozalis, Konstantinos I. Diamantaras, Athena Vakali, George Sarigiannidis, Konstantinos Ch. Chatzisavvas. eswa, 69:214-224, 2017. [doi]

2012

An Optimal Scaling Framework for Collaborative Filtering Recommendation SystemsManolis G. Vozalis, Angelos I. Markos, Konstantinos G. Margaritis. ijait, 21(6), 2012. [doi]

2010

An Optimal Scaling Approach to Collaborative Filtering Using Categorical Principal Component Analysis and Neighborhood FormationAngelos I. Markos, Manolis G. Vozalis, Konstantinos G. Margaritis. ifip12 2010: 22-29 [doi]

Collaborative Filtering through SVD-Based and Hierarchical Nonlinear PCAManolis G. Vozalis, Angelos I. Markos, Konstantinos G. Margaritis. icann 2010: 395-400 [doi]

2009

On the Performance of SVD-Based Algorithms for Collaborative FilteringManolis G. Vozalis, Angelos I. Markos, Konstantinos G. Margaritis. bci 2009: 245-250 [doi]

A Hybrid Approach for Improving Prediction Coverage of Collaborative FilteringManolis G. Vozalis, Angelos I. Markos, Konstantinos G. Margaritis. ifip12 2009: 491-498 [doi]

2008

Identifying the effects of SVD and demographic data use on generalized collaborative filteringManolis G. Vozalis, Konstantinos G. Margaritis. ijcm, 85(12):1741-1763, 2008. [doi]

2007

Using SVD and demographic data for the enhancement of generalized Collaborative FilteringManolis G. Vozalis, Konstantinos G. Margaritis. isci, 177(15):3017-3037, 2007. [doi]

2006

Applying SVD on Generalized Item-based FilteringManolis G. Vozalis, Konstantinos G. Margaritis. ijcsa, 3(3):27-51, 2006. [doi]

On the enhancement of collaborative filtering by demographic dataManolis G. Vozalis, Konstantinos G. Margaritis. wias, 4(2):117-138, 2006. [doi]

2005

Applying SVD on Item-based FilteringManolis G. Vozalis, Konstantinos G. Margaritis. isda 2005: 464-469 [doi]

2004

On the combination of user-based and item-based collaborative filteringManolis G. Vozalis, Konstantinos G. Margaritis. ijcm, 81(9):1077-1096, 2004. [doi]

Unison-CF: A Multiple-Component, Adaptive Collaborative Filtering SystemManolis G. Vozalis, Konstantinos G. Margaritis. ah 2004: 255-264 [doi]

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