Aitor Almeida

72 papers B 2C 6Misc 1Journal 40Unranked 22
YearRankTypeTitle / Venue / Authors
2026 J jnl
A forecasting-based perception layer for energy-aware resource management in LLM serving deployed on high-performance computing clusters.
Sustain. Comput. Informatics Syst.
Jon Aguirre-Usandizaga, Ana I. Torre-Bastida, Miguel Linares De la puerta, Aitor Almeida
2025 C conf
Analysing the Impact of Images and Text for Predicting Human Creativity Through Encoders.
ICT4AWE
Amaia Pikatza-Huerga, Pablo Matanzas de Luis, Miguel Fernandez-De-retana Uribe, Javier Peña Lasa, Unai Zulaika, Aitor Almeida
2025 C conf
Detecting Suicidal Ideation on Social Media Using Large Language Models with Zero-Shot Prompting.
ICT4AWE
Golnaz Nikmehr, Aritz Bilbao-Jayo, Aron Henriksson, Aitor Almeida
2025 J jnl
Differential Privacy: Gradient Leakage Attacks in Federated Learning Environments.
CoRR
Miguel Fernandez-de-Retana, Unai Zulaika, Rubén Sánchez-Corcuera, Aitor Almeida
2025 J jnl
Smart home-assisted anomaly detection system for older adults: a deep learning approach with a comprehensive set of daily activities.
Medical Biol. Eng. Comput.
Ander Cejudo, Andoni Beristain, Aitor Almeida, Kristin Rebescher, Cristina Martin, Iván Macía
2025 B conf
Towards a Framework for Intelligent Sampling: Comprehensive Review of Challenges, AI Techniques, and Tools.
SMARTCOMP
Lander Bonilla, Jon Aguirre-Usandizaga, Asier Garcia-Perez, María José López Osa, Idoia Murua Belacortu, Josu Díaz-de-Arcaya, Jordi Arjona Aroca, Ana I. Torre-Bastida, Raul Milioñ, Aitor Almeida
2024 J jnl
A Joint Study of the Challenges, Opportunities, and Roadmap of MLOps and AIOps: A Systematic Survey.
ACM Comput. Surv.
Josu Díaz-de-Arcaya, Ana I. Torre-Bastida, Gorka Zárate, Raúl Miñón, Aitor Almeida
2024 J jnl
Early Detection and Prevention of Malicious User Behavior on Twitter Using Deep Learning Techniques.
IEEE Trans. Comput. Soc. Syst.
Rubén Sánchez-Corcuera, Arkaitz Zubiaga, Aitor Almeida
2024 — conf
Purity: a New Dimension for Measuring Data Centralization Quality.
ICCBDC
Lander Bonilla, María José López Osa, Josu Díaz-de-Arcaya, Ana I. Torre-Bastida, Aitor Almeida
2024 — conf
Understanding Sleep Dynamics Gathered from Wearable Devices with Explainable Recurrent Neural Networks.
LOD (3)
Ander Cejudo, Markel Arrojo, Aitor Almeida, Cristina Martin Andonegui
2023 — conf
IEM: A Unified Lifecycle Orchestrator for Multilingual IaC Deployments.
ICPE (Companion)
Josu Díaz-de-Arcaya, Eneko Osaba, Gorka Benguria, Iñaki Etxaniz, Jesus L. Lobo, Juncal Alonso, Ana I. Torre-Bastida, Aitor Almeida
2023 J jnl
Orfeon: An AIOps framework for the goal-driven operationalization of distributed analytical pipelines.
Future Gener. Comput. Syst.
Josu Díaz-de-Arcaya, Ana I. Torre-Bastida, Raúl Miñón, Aitor Almeida
2023 J jnl
Regularized online tensor factorization for sparse knowledge graph embeddings.
Neural Comput. Appl.
Unai Zulaika, Aitor Almeida, Diego López-de-Ipiña
2022 J jnl
A Comparative Analysis of Human Behavior Prediction Approaches in Intelligent Environments.
Sensors
Aitor Almeida, Unai Bermejo, Aritz Bilbao, Gorka Azkune, Unai Aguilera, Mikel Emaldi, Fadi Dornaika, Ignacio Arganda-Carreras
2022 J jnl
LWP-WL: Link weight prediction based on CNNs and the Weisfeiler-Lehman algorithm.
Appl. Soft Comput.
Unai Zulaika, Rubén Sánchez-Corcuera, Aitor Almeida, Diego López-de-Ipiña
2021 J jnl
Analysing centralities for organisational role inference in online social networks.
Eng. Appl. Artif. Intell.
Rubén Sánchez-Corcuera, Aritz Bilbao-Jayo, Unai Zulaika, Aitor Almeida
2021 J jnl
Analyzing the Existence of Organization Specific Languages on Twitter.
IEEE Access
Rubén Sánchez-Corcuera, Arkaitz Zubiaga, Aitor Almeida
2021 J jnl
Behavior Modeling for a Beacon-Based Indoor Location System.
Sensors
Aritz Bilbao-Jayo, Aitor Almeida, Ilaria Sergi, Teodoro Montanaro, Luca Fasano, Mikel Emaldi, Luigi Patrono
2021 J jnl
Embedding-based real-time change point detection with application to activity segmentation in smart home time series data.
Expert Syst. Appl.
Unai Bermejo, Aitor Almeida, Aritz Bilbao-Jayo, Gorka Azkune
2021 J jnl
Improving Political Discourse Analysis on Twitter With Context Analysis.
IEEE Access
Aritz Bilbao-Jayo, Aitor Almeida
2020 J jnl
Addressing Behavioural Technologies Through the Human Factor: A Review.
IEEE Access
Ane Irizar-Arrieta, Oihane Gómez-Carmona, Aritz Bilbao-Jayo, Diego Casado-Mansilla, Diego López-de-Ipiña, Aitor Almeida
2020 J jnl
Challenges to be addressed to realize Internet of Things solutions for smart environments.
Future Gener. Comput. Syst.
Luigi Patrono, Luigi Atzori, Petar Solic, Marina Mongiello, Aitor Almeida
2020 J jnl
Cross-environment activity recognition using word embeddings for sensor and activity representation.
Neurocomputing
Gorka Azkune, Aitor Almeida, Eneko Agirre
2020 J jnl
Cross-layer innovations in Internet of Things.
Trans. Emerg. Telecommun. Technol.
Petar Solic, Luigi Patrono, Chunsheng Zhu, Chao Tong, Aitor Almeida
2020 J jnl
PADL: A Modeling and Deployment Language for Advanced Analytical Services.
Sensors
Josu Díaz-de-Arcaya, Raúl Miñón, Ana I. Torre-Bastida, Javier Del Ser, Aitor Almeida
2019 J jnl
A critical analysis of an IoT - aware AAL system for elderly monitoring.
Future Gener. Comput. Syst.
Aitor Almeida, Rubén Mulero, Piercosimo Rametta, Vladimir Urosevic, Marina Andric, Luigi Patrono
2019 J jnl
Smart cities survey: Technologies, application domains and challenges for the cities of the future.
Int. J. Distributed Sens. Networks
Rubén Sánchez-Corcuera, Adrián Núñez-Marcos, Jesus Sesma-Solance, Aritz Bilbao-Jayo, Rubén Mulero, Unai Zulaika, Gorka Azkune, Aitor Almeida
2018 J jnl
A Scalable Hybrid Activity Recognition Approach for Intelligent Environments.
IEEE Access
Gorka Azkune, Aitor Almeida
2018 J jnl
An IoT-Aware Approach for Elderly-Friendly Cities.
IEEE Access
Rubén Mulero, Aitor Almeida, Gorka Azkune, Patricia Abril-Jiménez, María Teresa Arredondo Waldmeyer, Miguel Páramo del Castrillo, Luigi Patrono, Piercosimo Rametta, Ilaria Sergi
2018 J jnl
Analysis of the Structured Information for Subjectivity Detection in Twitter.
Trans. Comput. Collect. Intell.
Juan Sixto, Aitor Almeida, Diego López-de-Ipiña
2018 J jnl
Automatic political discourse analysis with multi-scale convolutional neural networks and contextual data.
Int. J. Distributed Sens. Networks
Aritz Bilbao-Jayo, Aitor Almeida
2018 — conf
Embedding-Level Attention and Multi-Scale Convolutional Neural Networks for Behaviour Modelling.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Aitor Almeida, Gorka Azkune, Aritz Bilbao
2018 — conf
Political discourse classification in social networks using context sensitive convolutional neural networks.
SocialNLP@ACL
Aritz Bilbao-Jayo, Aitor Almeida
2018 J jnl
Towards ambient assisted cities using linked data and data analysis.
J. Ambient Intell. Humaniz. Comput.
Rubén Mulero, Vladimir Urosevic, Aitor Almeida, Christos Tatsiopoulos
2017 — conf
Activity recognition approaches for smart cities: The City4Age use case.
RTSI
Aitor Almeida, Gorka Azkune
2017 J jnl
An IoT-Aware Architecture for Collecting and Managing Data Related to Elderly Behavior.
Wirel. Commun. Mob. Comput.
Aitor Almeida, Alessandro Fiore, Luca Mainetti, Rubén Mulero, Luigi Patrono, Piercosimo Rametta
2017 Misc conf
An innovative approach for elderly behavioral analysis by adopting enabling IoT technologies.
SoftCOM
Luigi Patrono, Piercosimo Rametta, Ilaria Sergi, Rubén Mulero, Aitor Almeida
2017 J jnl
Analyzing Political Discourse in On-line Social Networks.
J. Univers. Comput. Sci.
Aitor Almeida, Pablo Orduña
2017 — conf
Inter-activity Behaviour Modelling Using Long Short-Term Memory Networks.
UCAmI
Aitor Almeida, Gorka Azkune
2017 — conf
Linked open data management in ambient assisted cities.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Rubén Mulero, Vladimir Urosevic, Aitor Almeida
2016 — conf
An Approach to Subjectivity Detection on Twitter Using the Structured Information.
ICCCI (1)
Juan Sixto, Aitor Almeida, Diego López-de-Ipiña
2016 C conf
Improving the Sentiment Analysis Process of Spanish Tweets with BM25.
NLDB
Juan Sixto, Aitor Almeida, Diego López-de-Ipiña
2016 J jnl
Promotion of active ageing combining sensor and social network data.
J. Biomed. Informatics
Aritz Bilbao, Aitor Almeida, Diego López-de-Ipiña
2015 J jnl
Combining Users' Activity Survey and Simulators to Evaluate Human Activity Recognition Systems.
Sensors
Gorka Azkune, Aitor Almeida, Diego López-de-Ipiña, Liming Chen
2015 — conf
DeustoTech Internet at TASS 2015: Sentiment Analysis and Polarity Classification in Spanish Tweets.
TASS@SEPLN
Juan Sixto Cesteros, Aitor Almeida, Diego López de Ipiña
2015 J jnl
Extending knowledge-driven activity models through data-driven learning techniques.
Expert Syst. Appl.
Gorka Azkune, Aitor Almeida, Diego López-de-Ipiña, Liming Chen
2015 — conf
Labman: A Research Information System to Foster Insight Discovery Through Visualizations.
MTSR
Oscar Peña, Unai Aguilera, Aitor Almeida, Diego López-de-Ipiña
2014 — conf
A Hybrid Evaluation Methodology for Human Activity Recognition Systems.
UCAmI
Gorka Azkune, Aitor Almeida, Diego López-de-Ipiña, Liming Luke Chen
2014 — conf
A Knowledge-Driven Tool for Automatic Activity Dataset Annotation.
IEEE Conf. on Intelligent Systems (1)
Gorka Azkune, Aitor Almeida, Diego López-de-Ipiña, Liming Chen
2014 B conf
Adapting User Interfaces Based on User Preferences and Habits.
Intelligent Environments
Asier Aztiria, Eduardo Castillejo, Aitor Almeida, Diego López-de-Ipiña
2014 — conf
Codesign-Oriented Platform for Agile Internet of Things Prototype Development.
IMIS
Jonathan Ruiz de Garibay, Aitor Almeida, Szilard A. Kados, Adolfo Garcia Corcuera, Diego López-de-Ipiña
2014 C conf
Learning Analytics on federated remote laboratories: Tips and techniques.
EDUCON
Pablo Orduña, Aitor Almeida, Diego López-de-Ipiña, Javier García-Zubía
2014 J jnl
Leveraging Non-explicit Social Communities for Learning Analytics in Mobile Remote Laboratories.
J. Univers. Comput. Sci.
Pablo Orduña, Aitor Almeida, Salvador Ros, Diego López-de-Ipiña, Javier García-Zubía
2014 J jnl
Modeling Users, Context and Devices for Ambient Assisted Living Environments.
Sensors
Eduardo Castillejo, Aitor Almeida, Diego López-de-Ipiña, Liming Chen
2014 J jnl
Modelling users, context and devices for adaptive user interface systems.
Int. J. Pervasive Comput. Commun.
Eduardo Castillejo, Aitor Almeida, Diego López-de-Ipiña
2014 J jnl
Ontology-Based Model for Supporting Dynamic and Adaptive User Interfaces.
Int. J. Hum. Comput. Interact.
Eduardo Castillejo, Aitor Almeida, Diego López-de-Ipiña
2014 — conf
Visual Analysis of a Research Group's Performance thanks to Linked Open Data.
LD4KD
Oscar Peña, Jon Lázaro, Aitor Almeida, Pablo Orduña, Unai Aguilera, Diego López-de-Ipiña
2013 J jnl
A method for automatic generation of fuzzy membership functions for mobile device's characteristics based on Google Trends.
Comput. Hum. Behav.
Aitor Almeida, Pablo Orduña, Eduardo Castillejo, Diego López-de-Ipiña, Marcos Sacristán
2013 C conf
Analysing Customers Sentiments: An Approach to Opinion Mining and Classification of Online Hotel Reviews.
NLDB
Juan Sixto, Aitor Almeida, Diego López-de-Ipiña
2013 — conf
User, Context and Device Modeling for Adaptive User Interface Systems.
UCAmI
Eduardo Castillejo, Aitor Almeida, Diego López-de-Ipiña
2012 J jnl
A Distributed Reasoning Engine Ecosystem for Semantic Context-Management in Smart Environments.
Sensors
Aitor Almeida, Diego López-de-Ipiña
2012 — conf
An Approach to More Reliable Context-aware Systems by Assessing Ambiguity - Taking into Account Indetermination and Vagueness in Smart Environments.
PECCS
Aitor Almeida, Diego López-de-Ipiña
2012 — conf
An inference sharing architecture for a more efficient context reasoning.
PerCom Workshops
Aitor Almeida, Diego López-de-Ipiña
2012 J jnl
Assessing Ambiguity of Context Data in Intelligent Environments: Towards a More Reliable Context Managing System.
Sensors
Aitor Almeida, Diego López-de-Ipiña
2012 — conf
Resource Recommendation for Intelligent Environments Based on a Multi-aspect Metric.
UCAmI
Aitor Almeida, Eduardo Castillejo, Diego López-de-Ipiña, Marcos Sacristán, Javier Diego
2012 — conf
Social Network Analysis Applied to Recommendation Systems: Alleviating the Cold-User Problem.
UCAmI
Eduardo Castillejo, Aitor Almeida, Diego López-de-Ipiña
2011 C conf
Adaptative Applications for Heterogeneous Intelligent Environments.
ICOST
Aitor Almeida, Pablo Orduña, Eduardo Castillejo, Diego López-de-Ipiña, Marcos Sacristán
2011 — conf
An Approach to Automatic Generation of Fuzzy Membership Functions Using Popularity Metrics.
WSKS
Aitor Almeida, Pablo Orduña, Eduardo Castillejo, Diego López-de-Ipiña, Marcos Sacristán
2011 J jnl
Imhotep: an approach to user and device conscious mobile applications.
Pers. Ubiquitous Comput.
Aitor Almeida, Pablo Orduña, Eduardo Castillejo, Diego López-de-Ipiña, Marcos Sacristán
2006 — ch.
A Middleware for the Deployment of Ambient Intelligent Spaces.
Ambient Intelligence in Everyday
Diego López-de-Ipiña, Juan Ignacio Vázquez, Daniel García, Javier Fernández, Iván García, David Sainz, Aitor Almeida
2006 J jnl
EMI
J. Univers. Comput. Sci.
Diego López de Ipiña, Juan Ignacio Vázquez, Daniel García, Javier Fernández, Iván García, David Sainz, Aitor Almeida
2006 — conf
Towards a Communication Agnostic Middleware for Ambient Intelligence.
ICUC
David Sainz, Aitor Almeida, Jon Valdés, Diego López-de-Ipiña