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The Dagstuhl Perspectives Workshop on Performance Modeling and Prediction

Nicola Ferro, Julio Gonzalo, Tsvi Kuflik, Krister Lindn, Bernardo Magnini, Jian-Yun Nie, Raffaele Perego, Bracha Shapira, Ian Soboroff, Nava Tintarev, Karin Verspoor, Norbert Fuhr (+9 others)
2018 SIGIR Forum  
This paper reports the findings of the Dagstuhl Perspectives Workshop 17442 on performance modeling and prediction in the domains of Information Retrieval, Natural language Processing and Recommender Systems  ...  determining performance, and the development of prediction models describing the relationship between assumptions, features and resulting performance.  ...  Performance Prediction Framework In order to predict performance, a framework model was developed at the workshop (see figure 1 ).  ... 
doi:10.1145/3274784.3274789 fatcat:7ha3qeb6t5djxda3v3mmusk5pa

Diversity, Fairness, and Data-Driven Personalization in (News) Recommender System (Dagstuhl Perspectives Workshop 19482)

Abraham Bernstein, Claes De Vreese, Natali Helberger, Wolfgang Schulz, Katharina A. Zweig
2020 Dagstuhl Reports  
The proposed workshop will set first steps to develop such a much needed vision on the role of recommender systems on the democratic role of the media and define the guidelines as well as a manifesto for  ...  As people increasingly rely on online media and recommender systems to consume information, engage in debates and form their political opinions, the design goals of online media and news recommenders have  ...  Executive Summary The Dagstuhl Perspectives Workshop 19482 on Diversity, Fairness, and Data-Driven Personalization in (News) Recommender Systems, 1 took place from November 24 to November 29 at Schloss  ... 
doi:10.4230/dagrep.9.11.117 dblp:journals/dagstuhl-reports/BernsteinVHSZ19 fatcat:5asfiil7ine57pgxecdicrr4ja

Dynamic QoS Management and Optimization in Service-Based Systems

Radu Calinescu, Lars Grunske, Marta Kwiatkowska, Raffaela Mirandola, Giordano Tamburrelli
2011 IEEE Transactions on Software Engineering  
Performance and Reliability", In "The Common Component Modeling Example: Comparing Software Component Models", LNCS 5153, 2008.  ...  "Hierarchical Performance Modelling of Computer Communication Systems" In State of the art in Performance modelling and simulation -Modeling and simulation of computer and communication networks: techniques  ... 
doi:10.1109/tse.2010.92 fatcat:hykkqcfsojevnl2al7d56jdcdq

Applying machine intelligence in practice

Bernhard Humm, Hermann Bense, Jürgen Bock, Mario Classen, Oren Halvani, Christian Herta, Thomas Hoppe, Oliver Juwig, Melanie Siegel
2020 Informatik-Spektrum  
In 2014, we started a series of annual workshops at the Leibniz Zentrum für Informatik, Schloss Dagstuhl, Germany, initially focussing on Corporate Semantic Web and later widening the scope to Applied  ...  Focus is put on the areas of natural language processing, ontologies and machine learning. The article concludes with a summary and outlook.  ...  The sample size and prediction performance are entered in a coordinate system. Using regression, the prediction performance for higher training sample rates is predicted (Fig. 2) .  ... 
doi:10.1007/s00287-020-01259-2 fatcat:ehpszum6yneojna5edwukjgx64

Computational Metabolomics (Dagstuhl Seminar 15492)

Sebastian Böcker, Juho Rousu, Emma Schymanski, Marc Herbstritt
2016 Dagstuhl Reports  
Several follow-ups were discussed, including workshops, hackathons, joint paper(s) and a new Dagstuhl Seminar in two years to follow up on this one.  ...  The Dagstuhl Seminar 15492 on Computational Metabolomics brought together leading experimental (analytical chemistry and biology) and computational (computer science and bioinformatics) experts with the  ...  Several follow-ups were discussed, including workshops, hackathons, joint paper(s) and a new Dagstuhl seminar in two years similar to this one.  ... 
doi:10.4230/dagrep.5.11.180 dblp:journals/dagstuhl-reports/BockerRS15 fatcat:giaaiduclrgdtgu6muadr7cnsi

EMSAC-SeAC 2019: Evaluations and Measurements in Self-Aware Computing Systems Workshop and the Workshop on Self-Aware Computing

2019 2019 IEEE 4th International Workshops on Foundations and Applications of Self* Systems (FAS*W)  
computing, context-and situation-aware systems, reflective computing, model-predictive control, as well as in the models@run-time community.  ...  Welcome to the Evaluations and Measurements in Self-Aware Computing Systems (EMSAC) workshop and to the Workshop on Self-Aware Computing (SeAC)!  ...  The workshop was initiated by the 2015 Dagstuhl Seminar 15041 on model-driven algorithms and architectures for self-aware computing systems, which brought together 45 international experts.  ... 
doi:10.1109/fas-w.2019.00009 fatcat:uwkq2q5iczgvpmt7ikncqufbsy

Machine intelligence today: applications, methodology, and technology

Bernhard G. Humm, Hermann Bense, Michael Fuchs, Benjamin Gernhardt, Matthias Hemmje, Thomas Hoppe, Lukas Kaupp, Sebastian Lothary, Kai-Uwe Schäfer, Bernhard Thull, Tobias Vogel, Rigo Wenning
2021 Informatik-Spektrum  
It is in everyday use in the form of AI applications and has a strong impact on society. This article presents selected results of the 2020 Dagstuhl workshop on applied machine intelligence.  ...  AbstractMachine intelligence, a.k.a. artificial intelligence (AI) is one of the most prominent and relevant technologies today.  ...  Some members of the Dagstuhl workshop formed a working group to prepare state of art documents and a website on the topic of sound ontology modeling.  ... 
doi:10.1007/s00287-021-01343-1 fatcat:p3jlf7icabe4vbzqziurodfdle

Distributed Cloud Computing

Yvonne Coady, Oliver Hohlfeld, James Kempf, Rick McGeer, Stefan Schmid
2015 Computer communication review  
This article is based on the Dagstuhl Seminar on Distributed Cloud Computing, which took place in February 2015 at Schloss Dagstuhl.  ...  In this paper, we revisit the vision of distributed cloud computing, and identify different use cases as well as research challenges.  ...  This paper has reported on our Dagstuhl seminar on distributed cloud computing, which complemented our workshop series on distributed cloud computing, held together with IEEE/ACM UCC 2013, ACM SIGCOMM  ... 
doi:10.1145/2766330.2766337 fatcat:girpjoy7cbfyzbgylqa77d47cy

Reproducibility in Information Retrieval

Nicola Ferro
2019 Zenodo  
After a brief introduction on reproducibility in general, we will go into the details of the challenges specific to IR, both organizational and cultural.  ...  This talk discusses the challenges for reproducible science in the field of Information Retrieval (IR), which has a strong and long-lived experimental tradition.  ...  and break-down via GLMM, ANOVA ✦ ML for predicting best system configuration …Manifesto from Dagstuhl Perspectives Workshop 17442… Nicola Ferro Reproducibility in Information Retrieval OpenAIRE  ... 
doi:10.5281/zenodo.2554839 fatcat:7qge2byusrealb4ci56la64uku

The Future of Research Communication (Dagstuhl Perspectives Workshop 11331)

Tim Clark, Anita De Waard, Ivan Herman, Eduard Hovy, Marc Herbstritt
2011 Dagstuhl Reports  
This report documents the program and the outcomes of Dagstuhl Perspectives Workshop 11331 "The Future of Research Communication".  ...  The dissemination of this knowledge has a fundamental impact on the ways in which society develops and progresses, and at the same time it feeds back to improve subsequent research and scholarship.  ...  Bourne (UC San Diego, US)URL http://www.slideshare.net/pebourne/dagstuhl I report on my perspective as a computational biologists on what I consider major developments in scholarly communication that have  ... 
doi:10.4230/dagrep.1.8.29 pmid:26317061 pmcid:PMC4548999 dblp:journals/dagstuhl-reports/ClarkWHH11 fatcat:vd5qnoaeznfvdaeuu6hnnxd24u

Introduction to the Special Issue "Applications in Self-Aware Computing Systems and their Evaluation"

Christian Krupitzer, Benedikt Eberhardinger, Ilias Gerostathopoulos, Claudia Raibulet
2020 Computers  
The joint 1st Workshop on Evaluations and Measurements in Self-Aware Computing Systems (EMSAC 2019) and Workshop on Self-Aware Computing (SeAC) was held as part of the FAS* conference alliance in conjunction  ...  The goal of this one-day workshop was to bring together researchers and practitioners from academic environments and from the industry to share their solutions, ideas, visions, and doubts in self-aware  ...  Acknowledgments: We would like to thank Ingrid Nunes and Robert Birke, the workshop co-chairs of ICAC/SASO 2019, for their collaboration in the organization of the EMSAC and SeAC 2019 workshops.  ... 
doi:10.3390/computers9010022 fatcat:555yhnkxxzbcljavbabqmjihz4

Network attack detection and defense – Manifesto of the Dagstuhl Perspective Workshop, March 2nd–6th, 2008

Georg Carle, Falko Dressler, Richard A. Kemmerer, Hartmut Koenig, Christopher Kruegel, Pavel Laskov
2009 Computer Science - Research and Development  
This manifesto is the result of the Perspective Workshop Network Attack Detection and Defense held in Schloss Dagstuhl (Germany) from March 2nd-6th, 2008.  ...  Abstract This manifesto is the result of the Perspective Workshop Network Attack Detection and Defense held in Schloss Dagstuhl (Germany) from March 2nd-6th, 2008.  ...  He has been co-organizing conferences and workshops of IEEE,  ... 
doi:10.1007/s00450-009-0055-y fatcat:rqjse3zyqrg53iv2o5twwak46q

Satisficing and the Use of Keyboard Shortcuts: Being Good Enough Is Enough?

S. Tak, P. Westendorp, I. van Rooij
2013 Interacting with computers  
Models of human performance on the Traveling Salesperson problem: The shortest route to falsification.  ...  • Lorentz Center grant (€13.000) for organizing workshop 'Perspectives on Human Probabilistic Inferences'.  ... 
doi:10.1093/iwc/iwt016 fatcat:bmd5sohrc5g2ln7yqkyltk7n7e

Machine learning for software engineering

Karl Meinke, Amel Bennaceur
2018 Proceedings of the 40th International Conference on Software Engineering Companion Proceeedings - ICSE '18  
In this technical briefing, we review and reflect on the applications of ML for software engineering organised according to the models they produce and the methods they use.  ...  We argue that this choice can be guided by the models one seeks to infer.  ...  So a model M typically contains a combination of facts (from D) and conjectures which have some predictive power.  ... 
doi:10.1145/3183440.3183461 dblp:conf/icse/MeinkeB18 fatcat:7c55s5vjb5eohdzb7ei67zqviy

Touching the 3rd Dimension (Dagstuhl Seminar 12151)

Daniel Keefe, Antonio Krüger, Frank Steinicke, Jean-Baptiste De La Rivière, Marc Herbstritt
2012 Dagstuhl Reports  
Many touch devices now support multiple degrees of freedom input by capturing multiple 2D contact positions on the surface as well as varying levels of pressure and even depth.  ...  The seminar will provide a common forum to attract groups of conference attendees who share their visions of the future and recent results in the area of improving 3D interaction and visualization by taking  ...  Gestures for 3D Modeling and Animation Tanja Doering . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 12 A New Perspective on Hand Gestures and Wearable Applications Sven  ... 
doi:10.4230/dagrep.2.4.1 dblp:journals/dagstuhl-reports/KeefeKSR12 fatcat:o4y224pxwbg5pnxaki4wjhv5nm
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