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Workshop on recommendation utility evaluation

Xavier Amatriain, Pablo Castells, Arjen de Vries, Christian Posse
2012 Proceedings of the sixth ACM conference on Recommender systems - RecSys '12  
The authors are grateful to the Swiss National Science Foundation for its financial support under the IM2 NCCR on Interactive Multimodal Information Management (see www.im2.ch).  ...  Workshop on Recommendation Utility Evaluation: Beyond RMSE (RUE 2012), held in conjunction with ACM RecSys 2012.  ...  Workshop on Recommendation Utility Evaluation: Beyond RMSE (RUE 2012), held in conjunction with ACM RecSys 2012. September 9, 2012, Dublin, Ireland.  ... 
doi:10.1145/2365952.2366042 dblp:conf/recsys/AmatriainCVP12 fatcat:2y4y6brrizbrhlcro43mfxwwx4

Assessing the impact of machine intelligence on human behaviour: an interdisciplinary endeavour [article]

Emilia Gómez, Carlos Castillo, Vicky Charisi, Verónica Dahl, Gustavo Deco, Blagoj Delipetrev, Nicole Dewandre, Miguel Ángel González-Ballester, Fabien Gouyon, José Hernández-Orallo, Perfecto Herrera, Anders Jonsson, Ansgar Koene (+11 others)
2018 arXiv   pre-print
intelligence, algorithm's potential impact on human cognitive capabilities and decision making, and evaluation and regulation needs.  ...  The workshop was organized in the context of a new research programme at the Centre for Advanced Studies, Joint Research Centre of the European Commission, which focuses on studying the potential impact  ...  Acknowledgements This workshop was organized by the Centre for Advanced Studies, Joint Research Centre with the local support of the Department of Information and Communication Technologies, Universitat  ... 
arXiv:1806.03192v1 fatcat:jypjtwtgxbg5vbkigudnxtsp64

An interdisciplinary modelling framework for selecting adaptation measures at the river basin scale in a global change scenario

Corentin Girard, Jean-Daniel Rinaudo, Manuel Pulido-Velazquez, Yvan Caballero
2015 Environmental Modelling & Software  
In Europe, they are expected to assist in recommending measures for the next round of EU water policy (De Roo et al., 2012) .  ...  Barsugli, J., Vogel, J., Kaatz, L., Smith, J., Waage, M., Anderson, C., 2012. Two Faces of Uncertainty: Climate Science and Water Utility Planning Methods. J. Water Resour. Plann.  ...  demand of the ADU "u" and ADA "a" at t respectively;‫݂݁ܦ‬ ,௧ ் is the variable allowing a 5year deficit; ‫݂݁ܦ‬ ,௧ ் * is the variable accounting for the extra deficit over the allowed 5-year deficit one  ... 
doi:10.1016/j.envsoft.2015.02.023 fatcat:lmtxab367zcdhgn3vaxdclziam

The Vessel Schedule Recovery Problem (VSRP) – A MIP model for handling disruptions in liner shipping

Berit D. Brouer, Jakob Dirksen, David Pisinger, Christian E.M. Plum, Bo Vaaben
2013 European Journal of Operational Research  
We develop an interactive approach that helps in finding the best solution of a decision maker who has a quasiconcave utility function.  ...  In the chain, one application produces input load for the next one. MapReduce applications are example of 2-stage chains.  ...  Such systems query users about their preferences and offer recommendations based on the system's belief about the user's utility function.  ... 
doi:10.1016/j.ejor.2012.08.016 fatcat:c27kagfnxnhjfbil2rydhjhomm

Introduction – The Contributions of Big Data
Introduction – Les apports des Big Data

Philippe Tassi
2019 Economics and Statistics  
-Q4: Mean error = -0.1; MAE = 1.0; RMSE (actual) = 1.3; RMSE (estimation) = 1.6.  ...  In opposition to abstractions such as utility theory he advanced an understanding based on how people reason in practice.  ...  Mandatory disclosure and the hedonic price model -A test on French data • Évaluation des méthodes utilisées par les pays européens pour le calcul de l'indice officiel des prix des logements / An evaluation  ... 
doi:10.24187/ecostat.2018.505d.1963 fatcat:42rehacy6ffb7hc6k2l2q4u4yy

Using Multitemporal Imagery to Improve Mapping and Inventory of Forested Roads in Michigan's Upper Peninsula

David M. Banach, Colin N. Brooks, Mark A. Fedora
2016 Transportation Research Record  
The purpose of this work was to develop a semi continuous ship-board Autonomous Plankton Metabolic Monitor (APMM) to measure primary productivity (P) and respiration (R), and evaluate this system in two  ...  WANG, J. 1 and BAI, X. 2 This research investigates the relationship of the Great Lakes ice cover with not only the NAO and ENSO on internnual time scales, but also with AMO and PDO on decadal time  ...  workshops and other educational practices.  ... 
doi:10.3141/2580-07 fatcat:hvnrxsqcwzgbjiogbyo6ltfcry

A new method to generate a high-resolution global distribution map of lake chlorophyll

Michael J. Sayers, Amanda G. Grimm, Robert A. Shuchman, Andrew M. Deines, David B. Bunnell, Zachary B. Raymer, Mark W. Rogers, Whitney Woelmer, David H. Bennion, Colin N. Brooks, Matthew A. Whitley, David M. Warner (+1 others)
2015 International Journal of Remote Sensing  
The purpose of this work was to develop a semi continuous ship-board Autonomous Plankton Metabolic Monitor (APMM) to measure primary productivity (P) and respiration (R), and evaluate this system in two  ...  WANG, J. 1 and BAI, X. 2 This research investigates the relationship of the Great Lakes ice cover with not only the NAO and ENSO on internnual time scales, but also with AMO and PDO on decadal time  ...  workshops and other educational practices.  ... 
doi:10.1080/01431161.2015.1029099 fatcat:5uugnnzklrgtlam6gfq7gwlxsy

Design of Biomethane Supply System Using Ecodesign Approach and System Dynamics Modelling

Gatis Bazbauers
2015 Aplinkos tyrimai, inzinerija ir vadyba / Environmental Research, Engineering and Management  
Combining life cycle assessment, GIS, technical and economic calculations with system dynamics modelling can be viewed as a method for system innovation leading from sound evaluation of alternatives to  ...  Other studies based on life cycle inventory data have indicated that the use of biomethane instead of natural gas may reduce greenhouse gas emissions by nearly 80%.  ...  only one of them (Singh et al., 2009 (Singh et al., , 2012 .  ... 
doi:10.5755/j01.erem.71.3.13789 fatcat:wpzptxj7gnesnnx4ceho6tpvnm

Final Program Forty First Annual Meeting International Neuropsychological Society February 6–9, 2013 Waikoloa, Hawaii, USA

2013 Journal of the International Neuropsychological Society  
CE Workshop 1: Neuroimaging Studies: Methodological Issues and Clinical Implications Across the Lifespan.  ...  We will then provide an overview of the changes that have been observed on various neuroimaging measures, spanning the entire age range from the neonatal to the elderly aging periods.  ...  Results and recommendations based on the evaluations conducted over the period of 8 years are compared and discussed.  ... 
doi:10.1017/s1355617713000362 fatcat:4bgx6f2nwfhd7fwsgabtjpdr4a

ICPMF 10 proceedings

Fernando Perez-Rodriguez
2021 Zenodo  
Proceedings of 10th International Conference on Predictive Modelling in Food held in Cordoba (Spain) from 26 to 29 of September 2017  ...  Three workshops and a symposium on microbial risk assessment are included in the conference registration (e.g. free access to workshops).  ...  Fitted parameter estimates were compared to investigate the effect of meat structure on bacterial growth and goodness-of-fit was evaluated by root mean squared errors (RMSE).  ... 
doi:10.5281/zenodo.5093829 fatcat:bzpnf3dv2nhntdkvhzijjpaeje

Point-of-Interest Recommendation [chapter]

2017 Encyclopedia of GIS  
The populations of interest depend on the disease, including humans, animals, plants, and computers.  ...  It plays an essential role in public health through the elucidation of the processes that lead to ill health as well as the evaluation of strategies designed to promote good health.  ...  In: SEA, Kolimpari Pan B, Demiryurek U, Shahabi C (2012) Utilizing real- world transportation data for accurate traffic predic- tion.  ... 
doi:10.1007/978-3-319-17885-1_100975 fatcat:myyebmb3hrhgnpqmobyyvm2xum

Abstracts from the 9th DACH+ Conference on Energy Informatics

2020 Energy Informatics  
This work evaluates a technique called fuzzing to investigate the security of smart grid communication protocols.  ...  Energy Informatics 2020, 3(Suppl 2):P1 Summary A successful deployment and operation of smart grids depends on the reliability and security of the protocols used to gather data from the various components  ...  Thus, the compilation of metrics and value ranges will extend beyond literature review to assess suitable metrics or evaluate value ranges based on data from public data sets when the information cannot  ... 
doi:10.1186/s42162-020-00113-9 fatcat:dgbgi6ybzjextfsllsuv4wqokq

Employment Protection Legislation Impacts on Capital and Skills Composition

Gilbert Cette, Jimmy Lopez, Jacques Mairesse
2019 Economics and Statistics  
Evaluating future expected benefits stemming from pension or unemployment contributions is beyond the scope of this work.  ...  Workers' indirect utility depends on the local wage net of living costs and on idiosyncratic preferences for location.  ...  A Hawala transaction does not involve any physical transfer of cash from one country to another one. The system relies on a network of operators called Hawaldars or Hawala dealers.  ... 
doi:10.24187/ecostat.2018.503d.1960 fatcat:ikry4sl7mjhybatm5mfpgw5tvi

Bayesian data analysis for magnetic resonance fingerprinting [article]

Gerburg Selma Metzner, Technische Universität Berlin, Tobias Schäffter
2021
Analytical expressions for the posterior are derived and numerical techniques utilizing the pre-computed dictionary lead to a fast probability characterization.  ...  The second contribution of this thesis is the development of a Bayesian inference for MRF data based on direct modeling in the Fourier domain.  ...  In the following, a key error source in quantitative MRI will be evaluated, namely errors of the flip angle (Hurley et al. (2012) ).  ... 
doi:10.14279/depositonce-12455 fatcat:2c73yemzdrd2bgthb57xarabjq

Proceedings of the 4th Symposium on Agri-Tech Economics for Sustainable Futures

Karl Behrendt, Dimitrios Paparas
2021 unpublished
In this keynote presentation for the Adopting Agri-Tech Innovations session at the 4th Symposium on Agri-Tech Economics for Sustainable Futures, I will outline how technology adoption has been viewed from  ...  Drawing on recent frameworks, and illustrated with some examples, I will argue that having a broad consideration of different sorts of readiness of the technology, individual user, regulatory and enabling  ...  Table 2 : RMSE and nRMSE for regression and ANN models based on all farms, evaluated for whole Germany and the five selected SCRs 2 Winter Wheat Rapeseed Data set Regression Model ANN Monthly Data ANN  ... 
doi:10.22004/ag.econ.316594 fatcat:g5urbespxzemnkm6gvjvrdjl4e
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