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Know, Know Where, KnowWhereGraph: A densely connected, cross‐domain knowledge graph and geo‐enrichment service stack for applications in environmental intelligence
Know, Know Where, KnowWhereGraph: A densely connected, cross‐domain knowledge graph and geo‐enrichment service stack for applications in environmental intelligence
Knowledge graphs (KGs) are a novel paradigm for the representation, retrieval, and integration of data from highly heterogeneous sources. Within just a few years, KGs and their supporting technologie...
·onlinelibrary.wiley.com·
Know, Know Where, KnowWhereGraph: A densely connected, cross‐domain knowledge graph and geo‐enrichment service stack for applications in environmental intelligence
Danny B. on LinkedIn: #deeplearning #gnn #ai
Danny B. on LinkedIn: #deeplearning #gnn #ai
Some of the modern GNNs have their roots in methods originally developed in the signal processing domain.   Graph Signal Processing started with two directions...
·linkedin.com·
Danny B. on LinkedIn: #deeplearning #gnn #ai
TigerGraph: Graph DBs to Become a ‘Must-Have’ in 2022
TigerGraph: Graph DBs to Become a ‘Must-Have’ in 2022
Graph databases will no longer be a luxury but will become a "must-have" for enterprise IT organizations in 2022, according to graph database provider TigerGraph. According to Gartner's research, by 2025, graph technologies will be used in 80% of new data and analytics systems, up from 10% in 2021, facilitating rapid decision-making across the enterprise.…
·thenewstack.io·
TigerGraph: Graph DBs to Become a ‘Must-Have’ in 2022
Dagstuhl 2022: Graph Databases and Network Visualization | Stardog
Dagstuhl 2022: Graph Databases and Network Visualization | Stardog
Pavel Klinov, Stardog VP of Research and Development, is back from the Dagstuhl Seminar on Graph Databases and Network Visualization, held at the Leibniz Center for Informatics in Germany from January 16 – 21, 2022. We asked him about his experience.
·stardog.com·
Dagstuhl 2022: Graph Databases and Network Visualization | Stardog
DSC Weekly Digest 04 Jan 2022: Can Machine Learning Do Symbolic Manipulation? - DataScienceCentral.com
DSC Weekly Digest 04 Jan 2022: Can Machine Learning Do Symbolic Manipulation? - DataScienceCentral.com
Can Machine Learning Do Symbolic Manipulation?  I spent some time over the holidays engaged in a fascinating online conversation. The gist of it was a variation of an argument that has been going on in the realm of artificial intelligence from the time of Minsky and Seymour Papert: Whether it is possible for neural networks to… Read More »DSC Weekly Digest 04 Jan 2022: Can Machine Learning Do Symbolic Manipulation?
·datasciencecentral.com·
DSC Weekly Digest 04 Jan 2022: Can Machine Learning Do Symbolic Manipulation? - DataScienceCentral.com
What is Graph Intelligence? - Gradient Flow
What is Graph Intelligence? - Gradient Flow
How and why the best companies are adopting Graph Visual Analytics, Graph AI, and Graph Neural Networks. By Leo Meyerovich and Ben Lorica. [A version of this post originally appeared on the Graphistry blog.] In this post, we highlight the current state of Graph Intelligence, a new technology category around new tools and techniques forContinue reading "What is Graph Intelligence?"
·gradientflow.com·
What is Graph Intelligence? - Gradient Flow
graph Transformer
graph Transformer
Excited that our graph Transformer has been accepted as a Contributed Talk to NeurIPS ML and Physical Sciences workshop (TOP 3 out of 151) :D Thanks to...
·linkedin.com·
graph Transformer
Joins and NULLs in SPARQL - Stardog
Joins and NULLs in SPARQL - Stardog
Joins play a pretty important role for defining the semantics of evaluating SPARQL queries even though they are not a part of the SPARQL syntax. One does not have to think about joins as long as their queries are restricted to basic graph patterns. However once more complex constructs appear in the query, their results are typically combined using the good old relational join operator. It has certain quirks, for example, in how it deals with nulls, and it's important to understand those to avoid result explosion and performance problems.
·stardog.com·
Joins and NULLs in SPARQL - Stardog