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MaxAndSam Network Reconstruction Method
This method reconstructs socio-economic and financial networks from partial information, i.e., the knowledge of intrinsic node-specific properties and of the number of...-
RAR
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RAR
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F1-Communities
F1-Communities is a novel approach to evaluate community detection algorithms on ground truth. It leverages precision and recall to provide a scalable measure that allows to... -
DEMON
DEMON is a local-first approach to community discovery, able to unveil the modular organization of real complex networks. This is achieved by democratically letting each node...-
HTML
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HTML
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QuickRank
QuickRank is an efficient Learning to Rank toolkit providing multi-threaded C++ implementation of several algorithms: GBRT, LambdaMART, Oblivious GBRT / LambdaMART,...-
URL
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URL
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URL
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URL
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Maximum entropy network reconstruction
This method reconstructs a bipartite network by using the Maximum Entropy principle. This method is useful to assess aggregated and single bank's systemicness and vulnerability... -
Tail granger causality network construction
This method constructs a causality network by implementing Granger-causality tests for extreme events in multivariate time series. -
ArchiveSpark
ArchiveSpark is an Apache Spark framework for easy data access, processing, extraction as well as derivation for Web archives and archival collections. It has a simple and... -
NDlib-rest
Network Diffusion Library REST Service. This project offers a REST interface for the NDlib Python library. -
Dictionary creator
This tool creates a dictionary with inverse document frequency (idf) values from the Google NGrams dataset. -
WIRE dataset
This dataset consists of 503 pairs of Wikipedia entities drawn from the New York Times dataset with a human assigned relatedness score. The domain experts based their... -
Wikipedia Word Embeddings
Embeddings were created through applying word2vec skipgram to a corpus of wikipedia non-stub articles from a December 2015 English dump with the following parameters: -cbow 0... -
Amazon reviews
This (link to the) dataset contains product reviews and metadata from Amazon, including 142.8 million reviews spanning May 1996 - July 2014. This dataset includes reviews...-
HTML
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HTML
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Facebook EuroSys 2009
This dataset contains Social and interaction graphs representing two large-scale Facebook regional networks. Social graphs describe Facebook friendships between users... -
Facebook - New Orleans regional network
This dataset contains information about 90,269 users and 3,646,662 friendship links between those users. These users belong to the New Orleans Facebook regional network. The...-
HTML
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HTML
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NDlib
Ndlib is a Network diffusion library that contains a set of models to simulate disease spreading and opinion dynamics.-
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Fast and scalable likelihood maximization for Exponential Random Graph Models
Exponential Random Graph Models (ERGMs) have gained increasing popularity over the years. Rooted into statistical physics, the ERGMs framework has been successfully employed...-
PDF
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Visual media analysis for Instagram and other online platforms
Instagram is currently the social media platform most associated with online images (and their analysis), but images from other platforms also can be collected and grouped,...
