Fusion methods for multi-modal indexing of web data

U Niaz, B Merialdo - 2013 14th International Workshop on …, 2013 - ieeexplore.ieee.org
Effective indexing of multimedia documents requires a multimodal approach in which either
the most appropriate modality is selected or different modalities are used in a collaborative …

Cold-start collaborative filtering

X Zhao - 2016 - discovery.ucl.ac.uk
Collaborative Filtering (CF) is a technique to generate personalised recommendations for a
user from a collection of correlated preferences in the past. In general, the effectiveness of …

Multimedia fusion with mean-covariance analysis

X Wang, MS Kankanhalli - IEEE transactions on multimedia, 2012 - ieeexplore.ieee.org
The number of multimedia applications has been increasing over the past two decades.
Multimedia information fusion has therefore attracted significant attention with many …

Content based image search for clothing recommendations in e-commerce

H Wang, Z Zhou, C **ao, L Zhang - Multimedia Data Mining and Analytics …, 2015 - Springer
A number of algorithms exist in measuring clothing similarity for clothing recommendations
in E-commerce. The clothing similarity mostly depends on its shape, texture and style. In this …

Apprentissage de vote de majorité pour la classification supervisée et l'adaptation de domaine: approches PAC-Bayésiennes et combinaison de similarités

E Morvant - 2013 - theses.hal.science
De nos jours, avec l'expansion d'Internet, l'abondance et la diversité des données
accessibles qui en résulte, de nombreuses applications requièrent l'utilisation de méthodes …

Video Retrieval Based on Uncertain Concept Detection Using Dempster–Shafer Theory

K Shirahama, K Kumabuchi, M Grzegorzek… - Multimedia Data Mining …, 2015 - Springer
For a long time, it was difficult to automatically extract meanings from video shots, because,
even for a particular meaning, shots are characterized by signifincantly different visual …

Up-Fusion: An Evolving Multimedia Fusion Method

X Wang, Y Rui, M Kankanhalli - ACM Transactions on Multimedia …, 2014 - dl.acm.org
The amount of multimedia data on the Internet has increased exponentially in the past few
decades and this trend is likely to continue. Multimedia content inherently has multiple …

[PDF][PDF] Video retrieval by learning uncertainties in concept detection from imbalanced annotation data

K Shirahama, K Kumabuchi, K Uehara - Proceedings of MMEDIA, 2013 - academia.edu
Concept-based video retrieval retrieves shots relevant to a query based on detection results
of concepts, such as Person, Building and Car. However, concept detection is …

PAC-Bayesian majority vote for late classifier fusion

E Morvant, A Habrard, S Ayache - arxiv preprint arxiv:1207.1019, 2012 - arxiv.org
A lot of attention has been devoted to multimedia indexing over the past few years. In the
literature, we often consider two kinds of fusion schemes: The early fusion and the late …

Up-fusion: an evolving multimedia decision fusion method

X Wang, Y Rui, MS Kankanhalli - Proceedings of the 19th ACM …, 2011 - dl.acm.org
The amount of multimedia data available on the Internet has increased exponentially in the
past few decades and is likely to keep on increasing. Given that a multimedia system has …