Arkaitz Artetxe

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 13

Top Topics

Imbalanced Datasets

Predictive Model

Clinical Decision Support Systems

Top Venues

SOCO-CISIS-ICEUTE

Publications

Arantzazu Florez, Itsaso Rodríguez-Moreno, Arkaitz Artetxe, Igor García Olaizola, Basilio Sierra
CatSight, a direct path to proper multi-variate time series change detection: perceiving a concept drift through common spatial pattern. Int. J. Mach. Learn. Cybern. 14 (9) (2023)
Igor García Olaizola, Jan Lukas Bruse, Juan Odriozola, Arkaitz Artetxe, David Velásquez, Marco Quartulli, Jorge Posada
Visual Analytics Platform for Centralized COVID-19 Digital Contact Tracing. IEEE Computer Graphics and Applications 43 (1) (2023)
David Velásquez, Enrique Pérez, Xabier Oregui, Arkaitz Artetxe, Jorge Manteca, Jordi Escayola Mansilla, Mauricio Toro, Mikel Maiza, Basilio Sierra
A Hybrid Machine-Learning Ensemble for Anomaly Detection in Real-Time Industry 4.0 Systems. IEEE Access 10 (2022)
Arantzazu Florez, Elena Murga, Itziar Ortiz de Zarate, Arrate Jaureguibeitia, Arkaitz Artetxe, Basilio Sierra
Measurement Time Reduction by Means of Mathematical Modeling of Enzyme Mediated RedOx Reaction in Food Samples Biosensors. Sensors 21 (9) (2021)
Arkaitz Artetxe, Manuel Graña, Andoni Beristain, Sebastián A. Ríos
Balanced training of a hybrid ensemble method for imbalanced datasets: a case of emergency department readmission prediction. Neural Comput. Appl. 32 (10) (2020)
Arkaitz Artetxe, Andoni Beristain, Manuel Graña
Predictive models for hospital readmission risk: A systematic review of methods. Comput. Methods Programs Biomed. 164 (2018)
Jon Kerexeta, Arkaitz Artetxe, Vanessa Escolar, Ainara Lozano, Nekane Larburu
Predicting 30-day Readmission in Heart Failure using Machine Learning Techniques. HEALTHINF (2018)
Nekane Larburu, Arkaitz Artetxe, Vanessa Escolar, Ainara Lozano, Jon Kerexeta
Artificial Intelligence to Prevent Mobile Heart Failure Patients Decompensation in Real Time: Monitoring-Based Predictive Model. Mob. Inf. Syst. 2018 (2018)
Arkaitz Artetxe, Borja Ayerdi, Manuel Graña, Sebastián A. Ríos
Using Anticipative Hybrid Extreme Rotation Forest to predict emergency service readmission risk. J. Comput. Sci. 20 (2017)
Arkaitz Artetxe, Manuel Graña, Andoni Beristain, Sebastián A. Ríos
Emergency Department Readmission Risk Prediction: A Case Study in Chile. IWINAC (2) (2017)
Arkaitz Artetxe, Andoni Beristain, Manuel Graña, Ariadna Besga
Predicting 30-Day Emergency Readmission Risk. SOCO-CISIS-ICEUTE (2016)
Roberto Álvarez, Ane Murua, Arkaitz Artetxe, Gorka Epelde, Andoni Beristain
A platform for user empowerment through Self Ecological Momentary Assessment / Intervention. EAI Endorsed Trans. Future Intell. Educ. Environ. 2 (7) (2016)
Arkaitz Artetxe, Gorka Epelde, Andoni Beristain, Ane Murua, Roberto Álvarez
Gaining Insight from Physical Activity Data using a Similarity-based Interactive Visualization. VISIGRAPP (2: IVAPP) (2016)
Iker Mesa, Eider Sanchez, Carlos Toro, Javier Díaz, Arkaitz Artetxe, Manuel Graña, Frank Guijarro, Cesar Martinez, José Manuel Jiménez, Shabs Rajasekharan, Jose Antonio Alarcon, Alessandro De Mauro
Design and Development of a Mobile Cardiac Rehabilitation System. Cybern. Syst. 45 (2) (2014)
Arkaitz Artetxe, Andoni Beristain, Luis Kabongo
Activity Classification Using Mobile Phone based Motion Sensing and Distributed Computing. InMed (2014)
Eduardo Carrasco, Eider Sanchez, Arkaitz Artetxe, Carlos Toro, Manuel Graña, Frank Guijarro, José María Susperregui, Agustin Aguirre
Hygehos Home: an innovative remote follow-up system for chronic patients. InMed (2014)
Eider Sanchez, Carlos Toro, Arkaitz Artetxe, Manuel Graña, Cesar Sanín, Edward Szczerbicki, Eduardo Carrasco, Frank Guijarro
Bridging challenges of clinical decision support systems with a semantic approach. A case study on breast cancer. Pattern Recognit. Lett. 34 (14) (2013)
Arkaitz Artetxe, Eider Sanchez, Carlos Toro, Cesar Sanín, Edward Szczerbicki, Manuel Graña, Jorge Posada
Impact of Reflexive Ontologies in Semantic Clinical Decision Support Systems. Cybern. Syst. 44 (2-3) (2013)
Eider Sanchez, Carlos Toro, Arkaitz Artetxe, Manuel Graña, Eduardo Carrasco, Frank Guijarro
A Semantic Clinical Decision Support System: conceptual architecture and implementation guidelines. KES (2012)
Arkaitz Artetxe, Eider Sanchez, Carlos Toro, Cesar Sanín, Edward Szczerbicki, Manuel Graña, Jorge Posada
Speed-up of a Knowledge-Based Clinical Diagnosis System using Reflexive Ontologies. KES (2012)