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Decomposition and dictionary learning for 3D trajectories
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Advances in Artificial Intelligence
ISBN: 978-3-540-25864-3 -
People Detection in Heavy Machines Applications
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A Knowledge Base Modelling and Cooperative Revision Tool based on the Concept...
This work takes place in Knowledge Acquisition and Machine Learning research for incremental modelling and validation of problem solving knowledge. We introduce a... -
Open domain question-answering : relevant document selection geared to the qu...
This thesis aims at defining a unified adaptation of the document selection and answer extraction strategies, based on the document and question types, in a... -
User-Defined Gestural Interaction for Virtual Reality
In this thesis, we propose and evaluate new gestural interfaces for 3DUI. This work is motivated by two application cases: the first one is dedicated to people with... -
Learning discriminative matching for complex time series discrimination.
It is not rare in applications for global profiles of time series to be different within a class, or, on the contrary, to show similar profiles for different classes.... -
Découverte de configurations de traits textuels pour la caractérisation des s...
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Voted-Perceptron based Distance Metric Learning in k Nearest Neighbor
This thesis is related to distance metric learning for kNN classification. We use the k nearest neighbor (kNN) which is a well known classical algorithm in machine... -
On nonparametric techniques for analyzing nonstationary signals
In the analysis of the signals of natural origin, we are often confronted with situations where we do not know if a change occurred, or where the possible point of... -
Operator-valued Kernel-based Vector Autoregressive Models for Network Inference
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A Brief Introduction to Classification for Smart Grid
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Applications of machine learning in computational biology
Biotechnologies came to an era where the amount of information one has access to allows to think about biological objects as complex systems. In this context, the... -
Fast Newton Nearest Neighbors Boosting For Image Classification
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A Bio-inspired Learning and Classification Method for Subcellular Localizatio...
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Predictive Estimation of Wireless Link Performance from Medium Physical Param...
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Fast, handset-based GSM fingerprints for indoor localization
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Graph- based segmentation of skeletal striated muscles in NMR images
Segmentation of magnetic resonance images (MRI) of skeletal striated muscles is of crucial interest when studying myopathies. Diseases understanding, therapeutic... -
Computational awareness for smart grid: a review
International audience
