Publicacións (17) Publicacións de ANA FERNANDEZ VILAS

filter_list Artificial Intelligence

2024

  1. Decentralized and collaborative machine learning framework for IoT

    Computer Networks, Vol. 239

2022

  1. Prototype of deployment of Federated Learning with IoT devices

    PE-WASUN 2022 - Proceedings of the 19th ACM International Symposium on Performance Evaluation of Wireless Ad Hoc, Sensor, and Ubiquitous Networks

  2. Scheduling and Communication Schemes for Decentralized Federated Learning

    32nd International Conference on Computer Theory and Applications, ICCTA 2022 - Proceedings

  3. Using Decentralized Aggregation for Federated Learning with Differential Privacy

    PE-WASUN 2022 - Proceedings of the 19th ACM International Symposium on Performance Evaluation of Wireless Ad Hoc, Sensor, and Ubiquitous Networks

2021

  1. Classification of retail products: From probabilistic ranking to neural networks

    Applied Sciences (Switzerland), Vol. 11, Núm. 9

  2. Credibility assessment of financial stock tweets

    Expert Systems with Applications, Vol. 168

  3. Multi-criteria recommendation systems to foster online grocery

    Sensors, Vol. 21, Núm. 11

2020

  1. The Irruption of Cryptocurrencies into Twitter Cashtags: A Classifying Solution

    IEEE Access, Vol. 8, pp. 32698-32713

2019

  1. A methodology for the resolution of cashtag collisions on Twitter – A natural language processing & data fusion approach

    Expert Systems with Applications, Vol. 127, pp. 353-369

2018

  1. The workforce analyzer: group discovery among LinkedIn public profiles

    Journal of Ambient Intelligence and Humanized Computing, Vol. 9, Núm. 6, pp. 2025-2034

  2. Using entropy of social media location data for the detection of crowd dynamics anomalies

    Electronics (Switzerland), Vol. 7, Núm. 12

2017

  1. Sensing the city with Instagram: Clustering geolocated data for outlier detection

    Expert Systems with Applications, Vol. 78, pp. 319-333

2015

  1. Why are these people there? An analysis based on Twitter

    IISA 2015 - 6th International Conference on Information, Intelligence, Systems and Applications

2014

  1. Marble initiative - Monitoring the impact of events on customers opinion

    KDIR 2014 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval

2008

  1. A flexible semantic inference methodology to reason about user preferences in knowledge-based recommender systems

    Knowledge-Based Systems, Vol. 21, Núm. 4, pp. 305-320

2005

  1. AVATAR: An approach based on semantic reasoning to recommend personalized TV programs

    14th International World Wide Web Conference, WWW2005

2002

  1. Extending timed automaton and real-time logic to many-valued reasoning

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)