Andoni Beristain

25 papers B 1Journal 8Unranked 16

Year	Rank	Type	Title / Venue / Authors
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
2024	J	`jnl`	Comparative assessment of synthetic time series generation approaches in healthcare: leveraging patient metadata for accurate data synthesis. BMC Medical Informatics Decis. Mak. Imanol Isasa, Mikel Hernandez, Gorka Epelde, Francisco Londoño, Andoni Beristain, Xabat Larrea, Ane Alberdi, Panagiotis D. Bamidis, Evdokimos I. Konstantinidis
2024	—	`conf`	Evaluation of Synthetic Data Generation Models for Balancing Multiclass Metabolomic Profiles. ICBRA Saioa Elizondo, Mikel Hernandez, Francisco J. Londono-Hoyos, Andoni Beristain, Rubén Gil-Redondo, Ricardo Conde, Óscar Millet, Gorka Epelde Unanue
2024	—	`conf`	Implementation and Evaluation of Models for Synthetic Generation of Spectral Signals to Balance Metabolomic Data. ICBRA María Martin Asiain, Francisco J. Londono-Hoyos, Mikel Hernandez, Gorka Epelde Unanue, Rubén Gil-Redondo, Ricardo Conde, Óscar Millet, Andoni Beristain
2024	—	`conf`	Multicenter Prospective Blind External Validation of a Machine Learning Model for Predicting Heart Failure Decompensation: A 3-Hospital Validation Study. IWINAC (2) Jon Kerexeta, Esperança Lladó Pascual, Cristina Martin, Nicola Goodfellow, Karina Anahi Ojanguren Carreira, Marco Manso, Barbara Guerra, Ladislav Stanke, Vohralík Tomás, Esteban Fabello, Tatiana Silva, Michael Scott, Glenda Fleming, Andoni Beristain, Manuel Graña
2024	—	`conf`	Survival Stacking Ensemble Model for Lung Cancer Risk Prediction. EFMI-STC Eduardo Alonso, Xabier Calle, Ibai Gurrutxaga, Andoni Beristain
2023	B	`conf`	Effect of incorporating metadata to the generation of synthetic time series in a healthcare context. CBMS Imanol Isasa, Mikel Hernandez, Gorka Epelde, Francisco Londoño, Andoni Beristain, Ane Alberdi, Panagiotis D. Bamidis, Evdokimos I. Konstantinidis
2022	—	`conf`	ORKESTA Comprehensive Solution for the Orchestration of Services and Soci-Sanitary Care at Home. IberSPEECH Juan Alos, Julien Boullié, M. Inés Torres, Eneko Ruiz, Andoni Beristain, Jacobo López Fernández, Iñaki Tellería, Janeth Carolina Carreño, Iker Garay, Arkaitz Carbajo, Amaia Santamaría, Urtzi Zubiate, Jon Ander Arzallus, Francisco Martínez, Adriana Martínez
2020	J	`jnl`	Balanced training of a hybrid ensemble method for imbalanced datasets: a case of emergency department readmission prediction. Neural Comput. Appl. Arkaitz Artetxe, Manuel Graña, Andoni Beristain, Sebastián A. Ríos
2020	—	`conf`	Enhancing the Interactive Visualisation of a Data Preparation Tool from in-Memory Fitting to Big Data Sets. BIS (Workshops) Gorka Epelde, Roberto Álvarez, Andoni Beristain, Mónica Arrúe, Itsasne Arangoa, Debbie Rankin
2020	J	`jnl`	Quality of data measurements in the big data era: Lessons learned from MIDAS project. IEEE Instrum. Meas. Mag. Gorka Epelde, Andoni Beristain, Roberto Álvarez, Mónica Arrúe, Iker Ezkerra, Oihana Belar, Roberto Bilbao, Gorana Nikolic, Xi Shi, Bart De Moor, Maurice D. Mulvenna
2020	J	`jnl`	Survey on virtual coaching for older adults. Health Informatics J. Nerea Lete, Andoni Beristain, Alejandro García-Alonso
2019	—	`conf`	A New Approach for Ageing at Home: The CAPTAIN System. MedInfo Evdokimos I. Konstantinidis, Despoina Petsani, Giuseppe Conti, Antonis Billis, Valentina Conotter, Guillaume Chican, Tim Llewellynn Lorenzo, Alejandro Rivero Rodríguez, Santiago Hors-Fraile, Andoni Beristain, Gorka Epelde, Unai Díaz-Orueta, Louise Hopper, Maxim Kostin, Rosa Almeida, Raquel Losada, Wolfgang Kniejski, Giandomenico Nollo, Francesco Tessarolo, Panagiotis D. Bamidis
2018	J	`jnl`	Predictive models for hospital readmission risk: A systematic review of methods. Comput. Methods Programs Biomed. Arkaitz Artetxe, Andoni Beristain, Manuel Graña
2017	—	`conf`	Emergency Department Readmission Risk Prediction: A Case Study in Chile. IWINAC (2) Arkaitz Artetxe, Manuel Graña, Andoni Beristain, Sebastián A. Ríos
2016	J	`jnl`	A platform for user empowerment through Self Ecological Momentary Assessment / Intervention. EAI Endorsed Trans. Future Intell. Educ. Environ. Roberto Álvarez, Ane Murua, Arkaitz Artetxe, Gorka Epelde, Andoni Beristain
2016	—	`conf`	Gaining Insight from Physical Activity Data using a Similarity-based Interactive Visualization. VISIGRAPP (2: IVAPP) Arkaitz Artetxe, Gorka Epelde, Andoni Beristain, Ane Murua, Roberto Álvarez
2016	—	`conf`	Predicting 30-Day Emergency Readmission Risk. SOCO-CISIS-ICEUTE Arkaitz Artetxe, Andoni Beristain, Manuel Graña, Ariadna Besga
2015	—	`conf`	Challenges in Wearable Devices Based Pervasive Wellbeing Monitoring. IIKI Matev Pustiek, Andoni Beristain, Andrej Kos
2014	—	`conf`	Activity Classification Using Mobile Phone based Motion Sensing and Distributed Computing. InMed Arkaitz Artetxe, Andoni Beristain, Luis Kabongo
2014	—	`conf`	Voice controller for Image Guided Surgery and per-sonalized Interactive Visualisation. IWBBIO Andoni Beristain, Alessandro De Mauro, Koen Van De Weyer, Dominique Segers
2012	J	`jnl`	A Pruning Algorithm for Stable Voronoi Skeletons. J. Math. Imaging Vis. Andoni Beristain, Manuel Graña, Ana Isabel González
2012	—	`conf`	Volume Visual Attention Maps (VVAM) in Ray-Casting Rendering. MMVR Andoni Beristain, John Congote, Oscar E. Ruiz
2010	—	`conf`	A Stable Skeletonization for Tabletop Gesture Recognition. ICCSA (1) Andoni Beristain, Manuel Graña
2006	—	`conf`	Innovae Emotional Trainer: an Interactive System to Measure People's Acting Skills. VECIMS Andoni Beristain, Pablo Ayala, Mikel Pajares, Manuel Graña