Search
Now showing items 11-20 of 38
A review of travel time estimation and forecasting for advanced traveler information systems
(2012-10-10)
Providing on line travel time information to commuters has become an important issue for
Advanced Traveler Information Systems and Route Guidance Systems in the past years, due
to the increasing traffic volume and ...
Preprocess and data analysis techniques for affymetrix DNA microarrays using bioconductor: a case study in Alzheimer disease
(2013-08-12)
DNA microarray, or DNA chip, is a technology that allows us to obtain the
expression level of many genes in a single experiment. The fact that numerical
expression values can be easily obtained gives us the possibility ...
Review of feature selection techniques in Parkinson's disease using OCT-imaging data
(2020-06-09)
Several spectral-domain optical coherence tomography studies (OCT) reported a decrease
on the macular region of the retina in Parkinson’s disease. Yet, the implication of retinal
thinning with visual disability is still ...
Development of artificial intelligence models for the enrichment and exploitation of geospatial data in the built environment
(2022-12-23)
Geospatial data treatment is an important task since it is a big part of big data. Nowadays, geospatial data exploitation is lacking in terms of artificial intelligence. In this work, we focus on the usage of a machine ...
A tableau method for the realizability and synthesis of reactive safety specifications
(2022-12-23)
Reactive systems are systems that continuously interact with the environment. In general, as they are critical systems, a failure or malfunction can result in serious consequences, such as loss of human lives or large ...
Evaluation and development of deep neural networks for super-resolution of microscopy and astrophysics images
(2022-12-23)
Due to physical constrains of an Electron Microscope, capturing high-resolution scans of a subject takes a very long time. On the other hand, running a Gravitational N-body simulation of hundreds of millions of particles, ...
Understanding the elementary landscape decomposition of the QAP and its effects on local search based algorithms
(2022-12-23)
Elementary landscapes are a special type of combinatorial landscapes that have some properties that make them particularly suitable for working with meta-heuristic algorithms, specially local search based methods. In most ...
Lithium-ion battery remaining useful life prediction
(2022-12-23)
Lithium-Ion Battery Remaining Useful Life Prediction work consists of an initial approach to battery life prediction using Severson dataset and data-driven LSTM-based RUL predictive methods.
Although the memory is ...
An analysis of the relevance of temporal information in time series classification
(2022-12-23)
In recent years, the interest in time series has increased considerably due to the vast amount of such data collected in a variety of fields. Time series are a particular type of data: they are sets of ordered observations. ...