Publications associées à Big data

Ludwig van Beethoven - Piano Sonatas (A corpus of annotated scores)

Martin Alois Rohrmeier, Markus Franz Josef Neuwirth, Johannes Hentschel

This corpus of annotated MuseScore files has been created within the DCML corpus initiative and employs the DCML harmony annotation standard. It is one out of nine similar corpora that have been grouped together to An Annotated Corpus of Tonal Piano Music ...

Zenodo2022

A note on universal inference

Anthony Christopher Davison, Timmy Rong Tian Tse

Universal inference enables the construction of confidence intervals and tests without regularity conditions by splitting the data into two parts and appealing to Markov's inequality. Previous investigations have shown that the cost of this generality is a ...

WILEY2022

SPICA: Swiss portal for immune cell analysis

Nicolas Jean Philippe Guex, Christian Iseli

Single-cell transcriptomics allows the study of immune cell heterogeneity at an unprecedented level of resolution. The Swiss portal for immune cell analysis (SPICA) is a web resource dedicated to the exploration and analysis of single-cell RNA-seq data of ...

OXFORD UNIV PRESS2022

EAST discharge prediction without integrating simulation results

Alessandro Pau, Xiaojuan Liu, Chenguang Wan

In this work, a purely data-driven discharge prediction model was developed and tested without integrating any data or results from simulations. The model was developed based on the experimental data from the Experimental Advanced Superconducting Tokamak ( ...

2022

Social Learning with Disparate Hypotheses

Ali H. Sayed, Stefan Vlaski, Virginia Bordignon, Konstantinos Ntemos

In this paper we study the problem of social learning under multiple true hypotheses and self-interested agents. In this setup, each agent receives data that might be generated from a different hypothesis (or state) than the data other agents receive. In c ...

IEEE2022

On the Use of Benford’s Law to Assess the Quality of the Data Provided by Lightning Locating Systems

Marcos Rubinstein, Amirhossein Mostajabi, Wolfgang Schulz

Lightning causes significant damage and casualties globally by directly striking humans and livestock, by igniting forest fires, and by inducing electrical surges in electronic infrastructure, airplanes, rockets, etc. Monitoring the evolution of thundersto ...

2022

Latent Mechanisms of Polarization Switching from In Situ Electron Microscopy Observations

Vasiliki Tileli, Reinis Ignatans

In situ scanning transmission electron microscopy enables observation of the domain dynamics in ferroelectric materials as a function of externally applied bias and temperature. The resultant data sets contain a wealth of information on polarization switch ...

WILEY-V C H VERLAG GMBH2022

A Wearable Smart Glove and Its Application of Pose and Gesture Detection to Sign Language Classification

Josephine Anna Eleanor Hughes

Advances in soft sensors coupled with machine learning are enabling increasingly capable wearable systems. Since hand motion in particular can convey useful information for developing intuitive interfaces, glove-based systems can have a significant impact ...

Institute of Electrical and Electronics Engineers Inc.2022

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Big data

Ludwig van Beethoven - Piano Sonatas (A corpus of annotated scores)

A note on universal inference

SPICA: Swiss portal for immune cell analysis

EAST discharge prediction without integrating simulation results

Social Learning with Disparate Hypotheses

A Machine Learning-based Framework for Forecasting Sales of New Products With Short Life Cycles Using Deep Neural Networks

On the Use of Benford’s Law to Assess the Quality of the Data Provided by Lightning Locating Systems

Energy Efficient Sensing using Steep Slope Devices

Latent Mechanisms of Polarization Switching from In Situ Electron Microscopy Observations

A Wearable Smart Glove and Its Application of Pose and Gesture Detection to Sign Language Classification

Graph Chatbot

Chattez avec Graph Search

A Machine Learning-based Framework for Forecasting Sales of New Products With Short Life Cycles Using Deep Neural Networks

EAST discharge prediction without integrating simulation results

A note on universal inference

Ludwig van Beethoven - Piano Sonatas (A corpus of annotated scores)

SPICA: Swiss portal for immune cell analysis

Energy Efficient Sensing using Steep Slope Devices

On the Use of Benford’s Law to Assess the Quality of the Data Provided by Lightning Locating Systems

Social Learning with Disparate Hypotheses

A Wearable Smart Glove and Its Application of Pose and Gesture Detection to Sign Language Classification

Latent Mechanisms of Polarization Switching from In Situ Electron Microscopy Observations