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Abstract. Learning classifiers of spatial data presents several issues, such as the heterogeneity of spatial objects, the implicit definition of spatial relationships among objects, the spatial autocorrelation and the abundance of unlabelled data which potentially convey a large amount of information.

Clustering is an unsupervised process to determine which unlabeled objects in a set share interesting properties. The objects are grouped into k subsets (clusters) whose elements optimize a proximity measure. Methods based on information theory have proven to be feasible alternatives. They are based on the assumption that a cluster is one subset with the minimal possible degree of "disorder".

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We examined the associations between germline variants and breast cancer mortality using a large meta-analysis of women of European ancestry. Meta-analyses included summary estimates based on Cox ...

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Bot Log Mining: Using Logs from Robotic Process Automation for Process Mining Andreas Egger, Arthur H.M. ter Hofstede, Wolfgang Kratsch, Sander J.J. Leemans, Röglinger Maximilian and Moe T. Wynn

Process mining techniques allow process analysts to generate process models from recorded event logs. Typically, process mining considers the event log as a whole and creates a single model reflecting its behavior. However, the process may be influenced by several characteristics of the process instances, e.g., by the individual characteristics of a patient in the healthcare domain like age ...

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Oct 19, 2016 - Explore Ubantus's board "Welsh Coal Mining" on Pinterest. See more ideas about Coal mining, Coal, Coal miners.

Jul 13, 2019· Grinder vs. Sander: What Are the Differences? While there are some tasks that can be done with both grinders and sanders, overall, they are very different tools. Attachments. The biggest difference between an angle grinder and a sander is the type of attachments that each of the tools uses.

Oct 02, 2001· A sander has a non-rigid piece of paper, or a belt of cloth or a paper disk covered with an abrasive material (maybe sand) held on by an adhesive. A grinder has a rigid wheel rotating at more or less high speed, made of abrasive material held together by adhesive. A sander can be used to smooth furniture or to make surfaces flat,

2.3. Clustering¶. Clustering of unlabeled data can be performed with the module sklearn.cluster.. Each clustering algorithm comes in two variants: a class, that implements the fit method to learn the clusters on train data, and a function, that, given train data, returns an array of integer labels corresponding to the different clusters. For the class, the labels over the training data can be ...

A 'read' is counted each time someone views a publication summary (such as the title, abstract, and list of authors), clicks on a figure, or views or downloads the full-text.

May 01, 2002· Database Mining Using Soft Computing Techniques. An Integrated Neural Network−Fuzzy Logic−Genetic Algorithm Approach. Journal of Chemical Information and Computer Sciences 2001, 41 (2), 281-287. DOI: 10.1021/ci0000068.

ChimerDB 3.0 has an enhanced coverage of fusion gene data through literature mining using machine learning method and provided 30K FG pairs by analyzing RNA-seq data of 5300 TCGA samples across 28 cancer types. TumorFusions, an integrative resource for cancer-associated transcript fusions, ...

2.1. Wigner-Ville Distribution (WVD) The WVD is an important quadratic-form time–frequency distribution which provides high resolution. WVD possesses a great number of good properties, and it has wide interest for fault detection with non-stationary signal analysis [].However, an important drawback of the distribution is its nonlinearity due to the quadratic nature.

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operations are possible on ChartBase objects, but operations involving the detailed layout of a Chart or Topology require specific code, usually formulated via instantiations of generic template programs. RepresentationBase is an abstract base class for all Representation objects for the same index space. Structure of Representation Objects Representation objects contain a mandatory Grid ...

Ribosomally synthesized and posttranslationally modified peptides (RiPPs), especially from microbial sources, are a large group of bioactive natural products that are a promising source of new (bio)chemistry and bioactivity.1 In light of exponentially increasing microbial genome databases and improved mass spectrometry (MS)-based metabolomic platforms, there is a need for computational tools ...
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