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1.Data to decisions: Real-time structural assessment from sparse measurements affected by uncertainty

作者：Laura Mainini ; ^{lmainini@mit.edu} ; Karen E. Willcox

关键词：Data-driven reduced-order modeling ; Data-driven structural assessment ; Data-to-decisions ; Sparse and uncertain measurements ; Real-time capability assessment ; Self-aware vehicle

刊名：Computers & Structures

出版年：2017

2.Bayesian structural equation modeling for coastal management: The case of the Saemangeum coast of Korea for water quality improvements

作者：Jinah Kim^a ; ^{jakim@kiost.ac.kr} ; Jinah Park^b ; ^{jinahpark@kaist.ac.kr}

关键词：Data-driven modeling ; Bayesian method ; Coastal marine environments ; Coastal water quality ; Coastal management

刊名：Ocean & Coastal Management

出版年：2017

3.Enabling effective workflow model reuse: A data-centric approach

作者：Zhiyong Liu^aAuthor Vitae ; Shaokun Fan^b ; ^{Shaokun.fan@OregonState.edu}Author Vitae ; Harry Jiannan Wang^cAuthor Vitae ; J. Leon Zhao^dAuthor Vitae

关键词：Workflow model reuse ; Workflow model management ; Data flow perspective ; Data dependency

刊名：Decision Support Systems

出版年：2017

4.Mobile data traffic modeling: Revealing temporal facets

作者：Eduardo Mucelli Rezende Oliveira ; ^a ; ^b ; ^{edumucelli@inria.fr} ; Aline Carneiro Viana^b ; K.P. Naveen^c ; Carlos Sarraute^d

关键词：Traffic analysis ; Mobile data ; Synthetic traffic ; Clustering

刊名：Computer Networks

出版年：2017

5.Potential of big visual data and building information modeling for construction performance analytics: An exploratory study

作者：Kevin K. Han^a ; ^{kevin_han@ncsu.edu} ; Mani Golparvar-Fard^b ; ^{mgolpar@illinois.edu}

关键词：Big visual data ; Images ; Videos ; Point cloud ; Construction progress monitoring ; Quality control

刊名：Automation in Construction

出版年：2017

6.Patient-specific modeling for left ventricular mechanics using data-driven boundary energies

作者：L. Asner^a ; ¹ ; M. Hadjicharalambous^a ; ¹ ; R. Chabiniok^c ; ^a ; D. Peressutti^a ; E. Sammut^a ; J. Wong^a ; G. Carr-White^d ; ^a ; R. Razavi^b ; A.P. King^a ; N. Smith^e ; ^a ; J. Lee^a ; D. Nordsletten^a ; ^{david.nordsletten@gmail.com}

关键词：Cardiac mechanic ; Patient-specific modeling ; Patient-specific boundary conditions ; Finite element method ; Medical imaging

刊名：Computer Methods in Applied Mechanics and Engineering

出版年：2017

7.Echo State Networks for data-driven downhole pressure estimation in gas-lift oil wells

作者：Eric A. Antonelo^a ; ^{eric.antonelo@gmail.com} ; Eduardo Camponogara^a ; Bjarne Foss^b

关键词：Echo state network ; Gas-lift oil wells ; Vertical riser ; Reservoir computing ; Soft sensor ; System identification

刊名：Neural Networks

出版年：2017

8.The TTS-driven affective embodied conversational agent EVA, based on a novel conversational-behavior generation algorithm

作者：Matej Rojc^a ; ^{matej.rojc@um.si} ; Izidor Mlakar^b ; ^{izidor@aisolutions.si} ; Zdravko Kačič^a ; ^{zdravko.kacic@um.si}

关键词：Co-verbal behavior ; Multimodal interfaces ; IPTV ; Embodied conversational agents ; Communicative intent ; Gestures ; Speech prosody ; Data-driven ; Segmentation

刊名：Engineering Applications of Artificial Intelligence

出版年：2017

9.Choice of rainfall inputs for event-based rainfall-runoff modeling in a catchment with multiple rainfall stations using data-driven techniques

作者：Tak Kwin Chang^a ; Amin Talei^a ; ^{amin.talei@monash.edu} ; Sina Alaghmand^a ; Melanie Po-Leen Ooi^b ; ^a

关键词：Input selection ; Rainfall-runoff modeling ; ANFIS ; HEC-HMS

刊名：Journal of Hydrology

出版年：2017

10.Off-design performance analysis of organic Rankine cycle using real operation data from a heat source plant

作者：In Seop Kim^a ; Tong Seop Kim^b ; ^{kts@inha.ac.kr} ; Jong Jun Lee^c

关键词：Organic Rankine cycle (ORC) ; Performance analysis ; Off-design modeling ; Power output ; Heat source ; Combined cycle cogeneration plant

刊名：Energy Conversion and Management

出版年：2017

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