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Now showing items 161-170 of 317
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. ...
Selection of critical nodes in drone airways graphs via graph neural networks
(2022-12-23)
This Master Thesis has two distinct parts. The first one mod-
els an application of Graph Neural Networks (GNN) for the identifica-
tion of critical nodes in graphs that correspond to traffic networks. We
call critical ...
A common semantic space for monolingual and cross-lingual meta-embeddings
(2019-10-29)
This master’s thesis presents a new technique for creating monolingual and cross-lingual meta-embeddings. Our method integrates multiple word embeddings created from complementary techniques, textual sources, knowledge ...
Automatic stance detection on political discourse in Twitter
(2019-11-29)
The majority of opinion mining tasks in natural language processing (NLP) have been focused on sentiment analysis of texts about products and services while there is comparatively less research on automatic detection of ...
Data sparsity in highly inflected languages: the case of morphosyntactic tagging in Polish
(2016-11-30)
In morphologically complex languages, many high-level tasks in natural language
processing rely on accurate morphosyntactic analyses of the input. However, in
light of the risk of error propagation in present-day pipeline ...
GowFed: a novel federated intrusion detection system for IoT devices
(2022-12-23)
[EN] Intrusion detection systems are evolving into intelligent systems that perform data analysis while searching for anomalies in their environment. The development of deep learning techinques paved the way to build more ...