activity
20152025
most citedDeep Learning-based Sentiment Classification: A Comparative Survey

53 citations · 240 across the 18 of their papers we have counts for

collaborators

19 papers

cs.CR2025

QKD-KEM: Hybrid QKD Integration into TLS with OpenSSL Providers

Javier Blanco-Romero, Pedro Otero García, Daniel Sobral-Blanco +3

Quantum Key Distribution (QKD) promises information-theoretic security, yet integrating QKD into existing protocols like TLS remains challenging due to its fundamentally different…

cs.SI2023★ 14 cited

Discovering Geo-dependent Stories by Combining Density-based Clustering and Thread-based Aggregation techniques

Héctor Cerezo-Costas, Ana Fernández Vilas, Manuela Martín-Vicente +1

Citizens are actively interacting with their surroundings, especially through social media. Not only do shared posts give important information about what is happening (from the us…

cs.NI2023★ 10 cited

Collaboratively assessing urban alerts in ad hoc participatory sensing

Fátima Castro-Jul, Rebeca Díaz Redondo, Ana Fernández-Vilas

Ad hoc architectures have emerged as a valuable alternative to centralized participatory sensing systems due to their infrastructureless nature, which ensures good availability, ea…

cs.NI2023★ 2 cited

Fog Architectures and Sensor Location Certification in Distributed Event-Based Systems

Fátima Castro-Jul, Rebeca Díaz Redondo, Ana Fernández-Vilas +2

Since smart cities aim at becoming self-monitoring and self-response systems, their deployment relies on close resource monitoring through large-scale urban sensing. The subsequent…

q-fin.ST2023★ 6 cited

The irruption of cryptocurrencies into Twitter cashtags: a classifying solution

Ana Fernández Vilas, Rebeca Díaz Redondo, Antón Lorenzo García

There is a consensus about the good sensing characteristics of Twitter to mine and uncover knowledge in financial markets, being considered a relevant feeder for taking decisions a…

q-fin.ST2023★ 13 cited

Twitter Permeability to financial events: an experiment towards a model for sensing irregularities

Ana Fernández Vilas, Rebeca P. Díaz Redondo, Keeley Crockett +2

There is a general consensus of the good sensing and novelty characteristics of Twitter as an information media for the complex financial market. This paper investigates the permea…

cs.CR2023★ 31 cited

Security aspects in Smart Meters: Analysis and Prevention

Rebeca P. Díaz Redondo, Ana Fernández Vilas, Gabriel Fernández dos Reis

Smart meters are of the basic elements in the so-called Smart Grid. These devices, connected to the Internet, keep bidirectional communication with other devices in the Smart Grid…

cs.SI2023★ 16 cited

A hybrid analysis of LBSN data to early detect anomalies in crowd dynamics

Rebeca P. Díaz-Redondo, Carlos Garcia-Rubio, Ana Fernández Vilas +2

Undoubtedly, Location-based Social Networks (LBSNs) provide an interesting source of geo-located data that we have previously used to obtain patterns of the dynamics of crowds thro…

cs.CL2023★ 53 cited

Deep Learning-based Sentiment Classification: A Comparative Survey

Mohamed Kayed, Rebeca P. Díaz-Redondo, Alhassan Mabrouk

Recently, Deep Learning (DL) approaches have been applied to solve the Sentiment Classification (SC) problem, which is a core task in reviews mining or Sentiment Analysis (SA). The…

cs.CL2023★ 29 cited

SEOpinion: Summarization and Exploration Opinion of E-Commerce Websites

Alhassan Mabrouk, Rebeca P. Díaz-Redondo, Mohammed Kayed

E-Commerce (EC) websites provide a large amount of useful information that exceed human cognitive processing ability. In order to help customers in comparing alternatives when buyi…

cs.IR2023★ 13 cited

Multi-criteria recommendation systems to foster online grocery

Manar Mohamed Hafez, Rebeca P. Díaz Redondo, Ana Fernández-Vilas +1

With the exponential increase in information, it has become imperative to design mechanisms that allow users to access what matters to them as quickly as possible. The recommendati…

cs.NI2023★ 16 cited

QSMVM: QoS-aware and social-aware multimetric routing protocol for video-streaming services over MANETs

Efraín Palacios Jara, Ahmad Mohamad Mezhe, Mónica Aguilar Igartua +2

A mobile ad hoc network (MANET) is a set of autonomous mobile devices connected by wireless links in a distributed manner and without a fixed infrastructure. Real-time multimedia s…

cs.DC2023★ 11 cited

Unsupervised KPIs-Based Clustering of Jobs in HPC Data Centers

Mohamed S. Halawa, Rebeca P. Díaz-Redondo, Ana Fernández-Vilas

Performance analysis is an essential task in High-Performance Computing (HPC) systems and it is applied for different purposes such as anomaly detection, optimal resource allocatio…

cs.AI2023★ 4 cited

KPIs-Based Clustering and Visualization of HPC jobs: a Feature Reduction Approach

Mohamed Soliman Halawa, Rebeca P. Díaz-Redondo, Ana Fernández-Vilas

High-Performance Computing (HPC) systems need to be constantly monitored to ensure their stability. The monitoring systems collect a tremendous amount of data about different param…

cs.IT2023★ 4 cited

Irregular Repetition Slotted Aloha with Multipacket Detection: A Density Evolution Analysis

Manuel Fernández-Veiga, M. E. Sousa-Vieira, Ana Fernández-Vilas +1

Irregular repetition slotted Aloha (IRSA) has shown significant advantages as a modern technique for uncoordinated random access with massive number of users due to its capability…

cs.NI2023

Integrating micro-learning content in traditional e-learning platforms

Rebeca P. Díaz-Redondo, Manuel Caeiro-Rodríguez, Juan José López-Escobar +1

Lifelong learning requires appropriate solutions, especially for corporate training. Workers usually have difficulty combining training and their normal work. In this context, micr…

eess.SY2023★ 5 cited

Low-Cost HEM with Arduino and Zigbee Technologies in the Energy Sector in Colombia

Zurisaddai de la Cruz Severiche Maury, Ana Fernandez Vilas, Rebeca Diaz Redondo

Since no solutions have been proposed in Colombia that seek to reduce the consumption of electricity at the residential level, this paper describes the design and implementation of…

cs.OH2018

Analysing the Potential of BLE to Support Dynamic Broadcasting Scenarios

Miran Borić, Ana Fernández Vilas, Rebeca P. Díaz Redondo

In this paper, we present a novel approach for broadcasting information based on a Bluetooth Low Energy (BLE) ibeacon technology. We propose a dynamic method that uses a combinatio…

cs.SI2015★ 13 cited

Scraping and Clustering Techniques for the Characterization of Linkedin Profiles

Kais Dai, Celia Gónzalez Nespereira, Ana Fernández Vilas +1

The socialization of the web has undertaken a new dimension after the emergence of the Online Social Networks (OSN) concept. The fact that each Internet user becomes a potential co…