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A glimpse on constant delay enumeration (Invited Talk)
<span title="2014-02-19">2014</span>
<i >
<a target="_blank" rel="noopener" href="https://fatcat.wiki/container/npfxqbtrtjcmndol3ijtu4shem" style="color: black;">Symposium on Theoretical Aspects of Computer Science</a>
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ACM Subject Classification F.4 MATHEMATICAL LOGIC AND FORMAL LANGUAGES ...
We survey some of the recent results about enumerating the answers to queries over a database. ...
All these classes are defined over graphs and are generalized to arbitrary relational structures via their Gaifman graphs: Given a class C of graphs, the associated class C' of databases contains exactly ...
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14th Annual Biocuration Conference (virtual) - Abstracts from the invited speakers talks and poster session presentations
[article]
<span title="2021-10-14">2021</span>
<i title="Zenodo">
Zenodo
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booklet of the 14th Annual Biocuration Conference (virtual), including invited speakers talks and poster session presentations ...
The generated data will be fed to GlyGen's data integration pipeline where users can perform complex queries and download the data. ...
We evaluate this method using a synthetic dataset generated by directed manipulation of instances in an existing corpus, BC4GO. ...
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Graph Search and Beyond
<span title="">2015</span>
<i title="ACM Press">
<a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ibcfmixrofb3piydwg5wvir3t4" style="color: black;">Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval - SIGIR '15</a>
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Graph search affects both query formulation (complex queries about entities and relations building on the searcher's context) as well as result exploration and discovery (slicing and dicing the information ...
We view the notion of "graph search" as searching information from your personal point of view (you are the query) over a highly structured and curated information space. ...
Can we rely on the direct evaluation of query suggestions and query recommendations? ...
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Optimization for iterative queries on MapReduce
<span title="2013-12-01">2013</span>
<i title="VLDB Endowment">
<a target="_blank" rel="noopener" href="https://fatcat.wiki/container/p6rqwwpkkjbcldejepcehaalby" style="color: black;">Proceedings of the VLDB Endowment</a>
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We verify the effectiveness of OptIQ through the queries of PageRank and k-means clustering on real datasets. ...
First, OptIQ decomposes iterative queries into invariant and variant views, and materializes the former view. Redundant computations are removed by reusing the materialized view among iterations. ...
Shim presented in his tutorial talk in [24] the state-of-the-art in MapReduce algorithms for data mining, machine learning, and similarity joins. Chu et al. ...
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Robust query processing
<span title="">2011</span>
<i title="IEEE">
<a target="_blank" rel="noopener" href="https://fatcat.wiki/container/vuw5ktdyknehrehttg5qm4rfqm" style="color: black;">2011 IEEE 27th International Conference on Data Engineering</a>
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discussion and collaboration regarding causes, opportunities, and solutions for achieving robust query processing. ...
In order to pave the way to motivate, measure, and protect future advances in robust query processing, seminar 10381 focused on developing tests for measuring the robustness of query processing. ...
-how to talk about and how to visualize robustness and the lack thereof. ...
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Reasoning on Knowledge Graphs with Debate Dynamics
[article]
<span title="2020-01-02">2020</span>
<i >
arXiv
</i>
<span class="release-stage" >pre-print</span>
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The main idea is to frame the task of triple classification as a debate game between two reinforcement learning agents which extract arguments -- paths in the knowledge graph -- with the goal to promote ...
We propose a novel method for automatic reasoning on knowledge graphs based on debate dynamics. ...
Acknowledgement The authors acknowledge the support by the German Federal Ministry for Education and Research (BMBF), funding project "MLWin" (grant 01IS18050). ...
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Adaptive Hierarchical Graph Reasoning with Semantic Coherence for Video-and-Language Inference
[article]
<span title="2021-08-09">2021</span>
<i >
arXiv
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<span class="release-stage" >pre-print</span>
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<span title="2021-07-26">2021</span>
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Secondly, we introduce semantic coherence learning to explicitly encourage the semantic coherence of the adaptive hierarchical graph network from three hierarchies. ...
The semantic coherence learning can further improve the alignment between vision and linguistics, and the coherence across a sequence of video segments. ...
Further, the maximum query number N max of 5 and 6 are enough and can generally provide good performance while higher N max does harm to the performance and reduces the efficiency. ...
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Report on the first workshop on innovative querying of streams
<span title="2013-05-01">2013</span>
<i title="Association for Computing Machinery (ACM)">
<a target="_blank" rel="noopener" href="https://fatcat.wiki/container/svqjiw2cwzftpcod3duuxcbveu" style="color: black;">SIGMOD record</a>
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She also pointed out current challenges at Twitter in providing support for fault tolerance, online machine learning by trading off exploration and exploitation, and approximating aggregates (such as counts ...
The workshop was by invitation only. There were 52 registered participants, ranging over 20 institutions. The formal part of the workshop program consisted of 19 invited lectures, grouped by topic. ...
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Query Processing on Probabilistic Data: A Survey
<span title="">2017</span>
<i title="Now Publishers">
<a target="_blank" rel="noopener" href="https://fatcat.wiki/container/waqifvssrfedlidcnrqddey6ki" style="color: black;">Foundations and Trends in Databases</a>
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Acknowledgements Acknowledgments Guy Van den Broeck was partially supported by NSF grants IIS-1657613, IIS-1633857 and DARPA XAI grant N66001-17-2-4032. ...
First, grounding, evaluates a large number of SQL queries to produce a large database called a factor graph. Second, inference, runs a large MCMC simulation on the factor graph. ...
query evaluation. ...
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Visual Inspection of Multivariate Graphs
<span title="">2008</span>
<i title="Wiley">
<a target="_blank" rel="noopener" href="https://fatcat.wiki/container/p2lpq6bugfcqxk44anrm6yki4m" style="color: black;">Computer graphics forum (Print)</a>
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Nodes and edges are clustered based on associated data. Via direct manipulation users can interactively inspect and query the graph. ...
Most graph visualization techniques focus on the structure of graphs and do not offer support for dealing with node attributes and edge labels. ...
In the discussion that follows, consider how the user is able to rapidly find the answers with no more than three clicks and contrast this with the effort needed to formulate and evaluate the formal queries ...
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Report on the First SIGIR Workshop on Graph Search and Beyond (GSB'15)
<span title="2016-01-29">2016</span>
<i title="Association for Computing Machinery (ACM)">
<a target="_blank" rel="noopener" href="https://fatcat.wiki/container/emlsu7gwyfalfms3c35odq5qlm" style="color: black;">SIGIR Forum</a>
</i>
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Graph search affects both query formulation (complex queries about entities and relations building on the searcher's context) as well as result exploration and discovery (slicing and dicing the information ...
We view the notion of "graph search" as searching information from your personal point of view (you are the query) over a highly structured and curated information space. ...
Acknowledgments We would like to thank ACM and SIGIR for hosting this workshop, the SIGIR workshop chairs Fernando Diaz and Diane Kelly, and in particular local arrangements chair Vol. 49 No. 2 December ...
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Evaluating a query framework for software evolution data
<span title="2013-10-01">2013</span>
<i title="Association for Computing Machinery (ACM)">
<a target="_blank" rel="noopener" href="https://fatcat.wiki/container/7dwkv5m7lfbbpi6he2w2suk6b4" style="color: black;">ACM Transactions on Software Engineering and Methodology</a>
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The results of our evaluation show that our query interface can outperform classical software engineering tools in terms of correctness, while yielding significant time savings to its users and greatly ...
zero learning effort. ...
The authors are grateful to Serge Demeyer, Matthias Hert, and in particular the anonymous reviewers for their valuable comments that greatly helped to improve the paper. ...
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5. Foundations of Digital Methods Query Design
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<span title="2017-12-31">2017</span>
<i title="Amsterdam University Press">
The Datafied Society
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Acknowledgements References Berry, David M. 2012
Acknowledgments The author would like to thank Anat Ben-David for her work on query design, and Becky Cachia for editorial assistance. ...
Michael Stevenson, Erik Borra and researchers at the Digital Methods Initiative, University of Amsterdam, provided crucial input. ...
Finally, unlike earlier technologies, developments in machine learning have enabled algorithms to self-optimize and generate their own improvements. They can now self-author and self-create. ...
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Knowledge Graphs: New Directions for Knowledge Representation on the Semantic Web (Dagstuhl Seminar 18371)
<span title="2019-03-25">2019</span>
<i title="Schloss Dagstuhl Leibniz-Zentrum für Informatik GmbH">
<a target="_blank" rel="noopener" href="https://fatcat.wiki/container/u2phfyhrhje7xnnubtp3vfklcu" style="color: black;">Dagstuhl Reports</a>
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and industry discussed fundamental questions around these topics for a week in early September 2018, including the following: what are knowledge graphs? ...
This report documents the program and the outcomes of Dagstuhl Seminar 18371 "Knowledge Graphs: New Directions for Knowledge Representation on the Semantic Web", where a group of experts from academia ...
Communidata" and "DALICC". ...
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Grailog 1.0: Graph-Logic Visualization of Ontologies and Rules
[chapter]
<span title="">2013</span>
<i title="Springer Berlin Heidelberg">
<a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a>
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It proceeds from simple to extended graphs for logics needed in AI and the Semantic Web. ...
The paper demonstrates how data & knowledge representation with graphs and logics can be reconciled, inspiring flexible name specification. ...
Acknowledgements Thanks to Dietmar Dietrich for ICT invitations. ...
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