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Fusion methods for multi-modal indexing of web data
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 …
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 …
user from a collection of correlated preferences in the past. In general, the effectiveness of …
Multimedia fusion with mean-covariance analysis
The number of multimedia applications has been increasing over the past two decades.
Multimedia information fusion has therefore attracted significant attention with many …
Multimedia information fusion has therefore attracted significant attention with many …
Content based image search for clothing recommendations in e-commerce
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 …
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 …
accessibles qui en résulte, de nombreuses applications requièrent l'utilisation de méthodes …
Video Retrieval Based on Uncertain Concept Detection Using Dempster–Shafer Theory
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 …
even for a particular meaning, shots are characterized by signifincantly different visual …
Up-Fusion: An Evolving Multimedia Fusion Method
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 …
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 …
of concepts, such as Person, Building and Car. However, concept detection is …
PAC-Bayesian majority vote for late classifier fusion
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 …
literature, we often consider two kinds of fusion schemes: The early fusion and the late …
Up-fusion: an evolving multimedia decision fusion method
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 …
past few decades and is likely to keep on increasing. Given that a multimedia system has …