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Št. zadetkov: 8
Learning and retrieval from multiple sources
Samuel Kaski
Video in druga učna gradiva
Oznake: computer science;machine learning;information retrieval
Leto: 2010 Vir: videolectures.net
Discussion & Future Directions
Samuel Kaski
Video in druga učna gradiva
Oznake: computer science;machine learning
Leto: 2008 Vir: videolectures.net
Directing exploratory search with interactive intent modelling
Samuel Kaski
Video in druga učna gradiva
Oznake: computer science;decision support;machine learning;on-line learning
We improve information seeking by interactive intent modelling, and demonstrate the methods with SciNet, an interactive search system for scientific documents. The user directs the search by giving feedback for estimated search intents. In the current version of SciNet the potential intents are repr ...
Leto: 2013 Vir: videolectures.net
Interactive NeRV: Interactive Visualization Optimized for Information Retrieval
Samuel Kaski
Video in druga učna gradiva
Oznake: computer science;information retrieval
Leto: 2013 Vir: videolectures.net
Opening Remarks
Samuel Kaski
Video in druga učna gradiva
Oznake: events
Leto: 2008 Vir: videolectures.net
User models from implicit feedback for proactive information retrieval
Samuel Kaski
Video in druga učna gradiva
Oznake: computer science;information retrieval
Our research consortium develops user modeling methods for proactive applications. In this project we use machine learning methods for predicting users’ preferences from implicit relevance feedback. Our prototype application is information retrieval, where the feedback signal is measured from eye mo ...
Leto: 2005 Vir: videolectures.net
Multi-view multi-task learning for drug sensitivity prediction
Samuel Kaski
Video in druga učna gradiva
Oznake: computer science;computational biology
In the core of personalized medicine is the computational task of predicting drug sensitivities based on genomic information. This is a supervised learning task which can be addressed by a combination of multi-view and multi-task learning. Alternatively, it can be viewed as a structured prediction t ...
Leto: 2013 Vir: videolectures.net
Interactive intent modeling
Samuel Kaski
Video in druga učna gradiva
Oznake: computer science;data science
I will discuss our recent work on interactive machine learning in two closely related setups: (i) interactive intent modeling for information discovery and (ii) knowledge elicitation on features for improving predictive modelling given limited high-dimensional data. Both setups require balancing bet ...
Leto: 2017 Vir: videolectures.net
Št. zadetkov: 8
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