Zobrazeno 1 - 10 of 107 pro vyhledávání: '"Gavaldà Mestre, Ricard"'
1
Learning probability distributions generated by finite-state machines
Autor: Castro Rabal, Jorge, Gavaldà Mestre, Ricard
Publikováno v: UPCommons. Portal del coneixement obert de la UPC
Universitat Politècnica de Catalunya (UPC)
Recercat. Dipósit de la Recerca de Catalunya
instname
We review methods for inference of probability distributions generated by probabilistic automata and related models for sequence generation. We focus on methods that can be proved to learn in the inference in the limit and PAC formal models. The meth
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::6e96c69253a32ee55d636fb6f9254557
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2
Identifiability and transportability in dynamic causal networks
Autor: Blondel, Gilles, Arias Vicente, Marta, Gavaldà Mestre, Ricard
Publikováno v: UPCommons. Portal del coneixement obert de la UPC
Universitat Politècnica de Catalunya (UPC)
Recercat. Dipósit de la Recerca de Catalunya
instname
In this paper we propose a causal analog to the purely observational Dynamic Bayesian Networks, which we call Dynamic Causal Networks. We provide a sound and complete algorithm for identification of Dynamic Causal Networks, namely, for computing the
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::215844c9fefca1d693766af6289568fe
http://hdl.handle.net/2117/101979
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3
Enrichment of virtual screening results using induced-fit techniques
Autor: Iglesias, Jelisa, Sae-oon, Suwipa, Hernandez, Gabriela, Estrada, Jorge, Gavaldà Mestre, Ricard|||0000-0003-4736-7179, Guallar, Victor|||0000-0002-4580-1114
Publikováno v: UPCommons. Portal del coneixement obert de la UPC
Universitat Politècnica de Catalunya (UPC)
This project aims to improve the results of virtual screening and docking techniques used for drug design, using induced-fit techniques and a consensus scoring approach.
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::94124c057346e328777cb08dd726c3f4
https://hdl.handle.net/2117/91110
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4
Modeling cloud resources using machine learning
Autor: Berral García, Josep Lluís|||0000-0003-3037-3580, Gavaldà Mestre, Ricard|||0000-0003-4736-7179, Torres Viñals, Jordi|||0000-0003-1963-7418
Publikováno v: Recercat. Dipósit de la Recerca de Catalunya
instname
UPCommons. Portal del coneixement obert de la UPC
Universitat Politècnica de Catalunya (UPC)
Cloud computing is a new Internet infrastructure paradigm where management optimization has become a challenge to be solved, as all current management systems are human-driven or ad-hoc automatic systems that must be tuned manually by experts. Manage
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::2e1a376e6eb92b99b6c9df1454544375
https://hdl.handle.net/2117/99413
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5
An efficient closed frequent itemset miner for the MOA stream mining system
Autor: Quadrana, Massimo, Bifet Figuerol, Albert Carles, Gavaldà Mestre, Ricard|||0000-0003-4736-7179
Publikováno v: Recercat. Dipósit de la Recerca de Catalunya
instname
UPCommons. Portal del coneixement obert de la UPC
Universitat Politècnica de Catalunya (UPC)
Mining itemsets is a central task in data mining, both in the batch and the streaming paradigms. While robust, efficient, and well-tested implementations exist for batch mining, hardly any publicly available equivalent exists for the streaming scenar
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::729941b1888747c2edbeab5b4512955c
https://hdl.handle.net/2117/99416
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6
Bootstrapping and learning PDFA in data streams
Autor: Balle Pigem, Borja de, Castro Rabal, Jorge, Gavaldà Mestre, Ricard
Publikováno v: UPCommons. Portal del coneixement obert de la UPC
Universitat Politècnica de Catalunya (UPC)
Recercat. Dipósit de la Recerca de Catalunya
instname
Best Student Paper ICGI 2012 Markovian models with hidden state are widely-used formalisms for modeling sequential phenomena. Learnability of these models has been well studied when the sample is given in batch mode, and algorithms with PAC-like lear
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::aec8f5a5f7d67c1e92e0b884bf5e932f
http://hdl.handle.net/2117/17434
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7
Applying trust metrics based on user interactions to recommendation in social networks
Autor: Lumbreras, Alberto, Gavaldà Mestre, Ricard|||0000-0003-4736-7179
Publikováno v: Recercat. Dipósit de la Recerca de Catalunya
instname
UPCommons. Portal del coneixement obert de la UPC
Universitat Politècnica de Catalunya (UPC)
Recommender systems have been strongly researched within the last decade. With the arising and popularization of digital social networks a new field has been opened for social recommendations. Considering the network topology, users interactions, or
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::277d7c8cdbec95192f471bba594feb4c
https://hdl.handle.net/2117/91313
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8
RINNO : un Registre d’Innovació Docent
Autor: Gavaldà Mestre, Ricard, Universitat Politècnica de Catalunya.
Publikováno v: Recercat. Dipósit de la Recerca de Catalunya
instname
L'objectiu del projecte era la creació d’una eina de tipus intranet que permetés al personal docent de la Facultat enregistrar i documentar les feines d’innovació docent, així com desenvolupar els processos associats per a la seva gestió. La
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::9deb409bdbbec9493d597516ec6a362b
http://hdl.handle.net/2072/97402
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9
'Living in Barcelona' Li-BCN workload 2010
Autor: Berral García, Josep Lluís, Gavaldà Mestre, Ricard, Torres Viñals, Jordi
Publikováno v: UPCommons. Portal del coneixement obert de la UPC
Universitat Politècnica de Catalunya (UPC)
Recercat. Dipósit de la Recerca de Catalunya
instname
Nowadays lots of Internet users are clients of web hosting companies, willing to offer their web services, store their content, or just publish their web sites on the network. This has made the hosting companies to use big data-centers or just the Cl
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::bd221dc497618292a3c22a47825b44b4
http://hdl.handle.net/2117/91188
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10
An integer linear programming representation for data-center power-aware management
Autor: Berral García, Josep Lluís, Gavaldà Mestre, Ricard, Torres Viñals, Jordi
Publikováno v: UPCommons. Portal del coneixement obert de la UPC
Universitat Politècnica de Catalunya (UPC)
Recercat. Dipósit de la Recerca de Catalunya
instname
This work exposes how to represent a grid data-center based scheduling problem, taking the advantages of the virtualization and consolidation techniques, as a linear integer programming problem including all three mentioned factors. Although being in
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::c889865e4f13f6b2e485f009779b61e4
https://hdl.handle.net/2117/11061
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