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View article: Real-Time Bidirectional Translation System Between Text and Indian Sign Language Using Deep Learning and NLP Techniques
Real-Time Bidirectional Translation System Between Text and Indian Sign Language Using Deep Learning and NLP Techniques Open
In this paper, we present a real-time translation system that bridges the communication gap between the hearing and non-hearing communities. Our system converts English text to Indian Sign Language (ISL) and vice versa, using Natural Langu…
View article: AutoEncoders for per-lumisection data quality monitoring at CMS
AutoEncoders for per-lumisection data quality monitoring at CMS Open
The monitoring of data quality is crucial both online, during the data taking, to promptly spot issues and act on them, and offline, to provide analysts with datasets that are cleaned against the occasional failures that may have crept in.…
View article: Sensor Virtualization for Anomaly Detection of Turbo-Machinery Sensors—An Industrial Application
Sensor Virtualization for Anomaly Detection of Turbo-Machinery Sensors—An Industrial Application Open
We apply a Granger causality and auto-correlation analysis to train a recurrent neural network (RNN) that acts as a virtual sensor model. These models can be used to check the status of several hundreds of sensors during turbo-machinery un…
View article: DANNTe: a case study of a turbo-machinery sensor virtualization under domain shift
DANNTe: a case study of a turbo-machinery sensor virtualization under domain shift Open
We propose an adversarial learning method to tackle a Domain Adaptation (DA) time series regression task (DANNTe). The regression aims at building a virtual copy of a sensor installed on a gas turbine, to be used in place of the physical s…
View article: Tracking performances in CMS
Tracking performances in CMS Open
The CMS tracker is the largest silicon detector ever built, covering 200 square meters and providing an average of 14 high-precision measurements per track.Tracking is essential for the reconstruction of objects like jets and tau leptons a…
View article: Search for a high mass Higgs-like boson produced via Vector Boson Fusion, in the decay channel $H \to ZZ \to l^+ l^- q \bar q (l = e, \mu)$ with the CMS detector
Search for a high mass Higgs-like boson produced via Vector Boson Fusion, in the decay channel $H \to ZZ \to l^+ l^- q \bar q (l = e, \mu)$ with the CMS detector Open
The Higgs mechanism is an essential element of the Standard Model (SM) of particles and their interactions, explaining the origin of the mass of elementary particles and playing a key role in the physics of electroweak symmetry breaking. A…
View article: Higgs in bosonic channels (CMS)
Higgs in bosonic channels (CMS) Open
The main Higgs boson decays into bosonic channels will be considered, presenting and discussing results from the latest reprocessing of data collected by the CMS experiment at the LHC, using the full dataset recorded at centre-of-mass ener…
View article: Higgs in bosonic channels (CMS)
Higgs in bosonic channels (CMS) Open
The main Higgs boson decays into bosonic channels will be considered, presenting and discussing results from the latest reprocessing of data collected by the CMS experiment at the LHC, using the full dataset recorded at centre-of-mass ener…