Manuel Graña

ORCID

Publication Activity (10 Years)

Years Active: 1991-2024
Publications (10 Years): 179

Top Venues

Publications

Julián Estévez, Daniel Caballero-Martin, José Manuel López-Guede, Manuel Graña
A Decentralized Collision Avoidance Algorithm for Individual and Collaborative UAVs. IWINAC (2) (2024)
Manuel Graña, Goizalde Badiola-Zabala, Guillermo Cano-Escalera
Topic Detection in COVID-19 Mortality Time Series. IWINAC (2) (2024)
Borja Fernández-Gauna, Manuel Graña
Simion Zoo: A training workbench for reinforcement learning allowing distributed experimentation. Neurocomputing 568 (2024)
Murat Razi, Manuel Graña
Clustering COVID-19 Mortality Time Series. IWINAC (2) (2024)
Igone Morais-Quilez, Manuel Graña, Javier de Lope
Machine Learning for Personality Type Classification on Textual Data. IWINAC (2024)
Ana Paula Aravena-Cifuentes, Lucia Porlan-Ferrando, J. David Nuñez-Gonzalez, Manuel Graña
Brainstorming on Dataset Reduction from an Heuristic Bioinspired Green Computing Approach. IWINAC (2) (2024)
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
Multicenter Prospective Blind External Validation of a Machine Learning Model for Predicting Heart Failure Decompensation: A 3-Hospital Validation Study. IWINAC (2) (2024)
Daniel Caballero-Martin, José Manuel López-Guede, Julián Estévez, Manuel Graña
AI Emmbedded in Drone Control. IWINAC (2) (2024)
Jon Kerexeta Sarriegi, Teresa Garcia-Navarro, María Rollán Martinez-Herrera, Nekane Larburu, Moisés D. Espejo-Mambié, Andoni Beristain Iraola, Manuel Graña
Analysing disease trajectories in a cohort of 71,849 Patients: A visual analytics and statistical approach. Int. J. Medical Informatics 188 (2024)
Ricardo Muñoz-Cancino, Sebastián A. Ríos, Manuel Graña
Predicting Innovative Cities Using Spatio-Temporal Activity Patterns. HAIS (2023)
Asier Garmendia-Orbegozo, Jose David Nuñez-Gonzalez, Miguel Ángel Antón González, Manuel Graña
Comprehensive Analysis of Different Techniques for Data Augmentation and Proposal of New Variants of BOSME and GAN. HAIS (2023)
Hilal Alawneh, Jose David Nuñez-Gonzalez, Manuel Graña
Exploring Delay Reduction on Edge Computing Architectures from a Heuristic Approach. HAIS (2023)
Ricardo Muñoz-Cancino, Cristián Bravo, Sebastián A. Ríos, Manuel Graña
On the dynamics of credit history and social interaction features, and their impact on creditworthiness assessment performance. Expert Syst. Appl. 218 (2023)
Guillermo Cano-Escalera, Manuel Graña, Ariadna Besga
Risk Factors and Survival After Premature Hospital Readmission in Frail Subjects with Delirium. HAIS (2023)
Manuel Graña, Igone Morais-Quilez
A review of Graph Neural Networks for Electroencephalography data analysis. Neurocomputing 562 (2023)
Marina Aguilar-Moreno, Manuel Graña
Computational Ethology: Short Review of Current Sensors and Artificial Intelligence Based Methods. EANN (2023)
José Manuel López-Guede, Javier del Valle, Ekaitz Zulueta, Unai Fernandez-Gamiz, Jose Antonio Ramos-Hernanz, Julián Estévez, Manuel Graña
Educational Innovation Project in the Field of Informatics. CISIS-ICEUTE (2023)
Ricardo Muñoz-Cancino, Cristián Bravo, Sebastián A. Ríos, Manuel Graña
On the combination of graph data for assessing thin-file borrowers' creditworthiness. Expert Syst. Appl. 213 (Part) (2023)
Goizalde Badiola-Zabala, Manuel Graña, José Manuel López-Guede
Coherence of COVID-19 Mortality of Spain Versus Western European Countries. HAIS (2023)
Marina Aguilar-Moreno, Manuel Graña
On registration methods for SLAM with low resolution LiDAR sensor. Log. J. IGPL 31 (4) (2023)
Ricardo Muñoz-Cancino, Sebastián A. Ríos, Manuel Graña
Clustering Cities over Features Extracted from Multiple Virtual Sensors Measuring Micro-Level Activity Patterns Allows One to Discriminate Large-Scale City Characteristics. Sensors 23 (11) (2023)
Ricardo Muñoz-Cancino, Cristián Bravo, Sebastián A. Ríos, Manuel Graña
Assessment of creditworthiness models privacy-preserving training with synthetic data. CoRR (2023)
Javier de Lope, Manuel Graña
An ongoing review of speech emotion recognition. Neurocomputing 528 (2023)
Marina Aguilar-Moreno, Manuel Graña
Phenotype Discrimination Based on Pressure Signals by Transfer Learning Approaches. IWANN (2) (2023)
J. M. Górriz, I. Álvarez Illán, Agustín Álvarez Marquina, Juan Eloy Arco, Martin Atzmüller, F. Ballarini, Emilia I. Barakova, Guido Bologna, María Paula Bonomini, Germán Castellanos-Domínguez, Diego Castillo-Barnes, S. B. Cho, A. Ricardo Contreras, J. M. Cuadra, Enrique Domínguez, Francisco Domínguez-Mateos, Richard J. Duro, David A. Elizondo, Antonio Fernández-Caballero, Eduardo Fernández, Marco A. Formoso, Nicolás Gallego-Molina, Javier Gamazo, Javier González Jiménez, Jacob Rodriguez-Rivero, Carlos Garre del Olmo, F. Javier Garrigós, Andrés Gómez-Rodellar, Pedro Gómez Vilda, Manuel Graña, Bernabé Rodríguez-Tapia, Sophie C. F. Hendrikse, Carmen Jimenez-Mesa, Marina Jodra-Chuan, Vicente Julián, G. Gabriela Kotz, Krzysztof Kutt, Matthew Leming, Javier de Lope Asiaín, Beatriz del Cisne Macas Ordónez, V. Marrero-Aguiar, J. J. Martinez, Francisco Jesús Martínez-Murcia, Rafael Martínez-Tomás, Jirí Mekyska, Grzegorz J. Nalepa, Paulo Novais, D. Orellana, Andrés Ortiz, Daniel Palacios-Alonso, José T. Palma, A. Pereira, Pedro Pinacho Davidson, M. A. Pinninghoff, M. Ponticorvo, Alexandra Psarrou, Javier Ramírez, Mariano Rincón, V. Rodellar-Biarge, Ignacio Rodríguez-Rodríguez, Peter H. M. P. Roelofsma, José Santos, Diego Salas-Gonzalez, Pedro Salcedo Lagos, Fermín Segovia, Afshin Shoeibi, M. Silva, Dragan Simic, John Suckling, Jan Treur, Athanasios Tsanas, Ramiro Varela, S. H. Wang, W. Wang, Y. D. Zhang, H. Zhu, Z. Zhu, J. M. Ferrández-Vicente
Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends. Inf. Fusion 100 (2023)
Igor Sorarrain Rebollar, Manuel Graña
Deep Learning Artwork Style Prediction and Similarity Detection. IWINAC (1) (2022)
Goizalde Badiola-Zabala, José Manuel López-Guede, Julián Estévez, Manuel Graña
On the Analysis of a Real Dataset of COVID-19 Patients in Alava. HAIS (2022)
Guillermo Cano-Escalera, Manuel Graña, Ariadna Besga
Frailty Related Survival Risks at Short and Middle Term of Older Adults Admitted to Hospital. HAIS (2022)
Javier de Lope, Manuel Graña
A Hybrid Time-Distributed Deep Neural Architecture for Speech Emotion Recognition. Int. J. Neural Syst. 32 (6) (2022)
Goizalde Badiola-Zabala, José Manuel López-Guede, Julián Estévez, Manuel Graña
Triage Prediction of a Real Dataset of COVID-19 Patients in Alava. IWINAC (1) (2022)
Igone Morais-Quilez, Manuel Graña
Identification of Critical Subgraphs in Drone Airways Graphs by Graph Convolutional Networks. SOCO (2022)
Fatima A. Saiz, Iñigo Barandiaran, Ander Arbelaiz, Manuel Graña
Photometric Stereo-Based Defect Detection System for Steel Components Manufacturing Using a Deep Segmentation Network. Sensors 22 (3) (2022)
Guillermo Cano-Escalera, Manuel Graña, Jon Irazusta, Idoia Labayen, Ariadna Besga
Risk factors for prediction of delirium at hospital admittance. Expert Syst. J. Knowl. Eng. 39 (4) (2022)
Jason P. Cleveland, Sebastián A. Ríos, Felipe Aguilera, Manuel Graña
Neuro-semantic prediction of user decisions to contribute content to online social networks. Neural Comput. Appl. 34 (19) (2022)
Borja Fernández-Gauna, Manuel Graña, Juan-Luis Osa-Amilibia, Xabier Larrucea
Actor-critic continuous state reinforcement learning for wind-turbine control robust optimization. Inf. Sci. 591 (2022)
Javier de Lope, Manuel Graña
Deep transfer learning-based gaze tracking for behavioral activity recognition. Neurocomputing 500 (2022)
José Antonio Nicolás, Javier de Lope, Manuel Graña
Data Augmentation Techniques for Speech Emotion Recognition and Deep Learning. IWINAC (1) (2022)
Ricardo Muñoz-Cancino, Cristián Bravo, Sebastián A. Ríos, Manuel Graña
Assessment of Creditworthiness Models Privacy-Preserving Training with Synthetic Data. HAIS (2022)
Leyre Torre-Tojal, Aitor Bastarrika, Ana Boyano, José Manuel López-Guede, Manuel Graña
Above-ground biomass estimation from LiDAR data using random forest algorithms. J. Comput. Sci. 58 (2022)
Gorka Garate, Julián Estévez, Manuel Graña
ADITU: A mesh-free formulation for the solution of Helmholtz equation in bounded and unbounded domains. SoftwareX 19 (2022)
Baterdene Batmunkh, José Antonio Chica Paez, Sergio Gil-Lopez, Maider Arana Bollar, Oihana Jauregi Zorzano, Andoni Aranguren Ubierna, Manuel Graña, J. David Nuñez-Gonzalez
First Steps Predicting Execution of Civil Works from Georeferenced Infrastructure Data. SOCO (2022)
Ricardo Muñoz-Cancino, Cristián Bravo, Sebastián A. Ríos, Manuel Graña
On the dynamics of credit history and social interaction features, and their impact on creditworthiness assessment performance. CoRR (2022)
Jon Kerexeta Sarriegi, Andoni Beristain Iraola, Roberto Álvarez Sánchez, Manuel Graña, Kristin May Rebescher, Gorka Epelde, Louise Hopper, Joanne Carroll, Patrizia Ianes, Barbara Gasperini, Francesco Pilla, Walter Mattei, Francesco Tessarolo, Despoina Petsani, Panagiotis D. Bamidis, Evdokimos I. Konstantinidis
COLAEVA: Visual Analytics and Data Mining Web-Based Tool for Virtual Coaching of Older Adult Populations. Sensors 21 (23) (2021)
Manuel Graña, Moises Silva
Impact of Machine Learning Pipeline Choices in Autism Prediction From Functional Connectivity Data. Int. J. Neural Syst. 31 (4) (2021)
Fatima A. Saiz, Garazi Alfaro, Iñigo Barandiaran, Sara Garcia, M. P. Carretero, Manuel Graña
Synthetic Data Set Generation for the Evaluation of Image Acquisition Strategies Applied to Deep Learning Based Industrial Component Inspection Systems. CEIG (2021)
Ricardo Muñoz-Cancino, Cristián Bravo, Sebastián A. Ríos, Manuel Graña
On the combination of graph data for assessing thin-file borrowers' creditworthiness. CoRR (2021)
José Manuel López-Guede, Asier Izquierdo, Julián Estévez, Manuel Graña
Active learning for road lane landmark inventory with V-ELM in highly uncontrolled image capture conditions. Neurocomputing 438 (2021)
Marcos Alonso, Daniel Maestro, Alberto Izaguirre, Imanol Andonegui, Manuel Graña
Depth Data Denoising in Optical Laser Based Sensors for Metal Sheet Flatness Measurement: A Deep Learning Approach. Sensors 21 (21) (2021)
Emmanouil A. Varouchakis, Anna Kaminska-Chuchmala, Grzegorz Kowalik, Katerina Spanoudaki, Manuel Graña
Combining Geostatistics and Remote Sensing Data to Improve Spatiotemporal Analysis of Precipitation. Sensors 21 (9) (2021)
Manuel Graña, José Manuel López-Guede, José António Sáez Muñoz, Álvaro Herrero, Héctor Quintián, Emilio Corchado
Special issue SOCO-CISIS 2018: New trends in soft computing and computational intelligence in security and its application in industrial and environmental problems. Neurocomputing 452 (2021)
Manuel Graña, Goizalde Badiola-Zabala, José Manuel López-Guede
Counter Intituive COVID-19 Propagation Dynamics in Brazil. HAIS (2021)
Moises Silva, Manuel Graña
On Machine Learning for Autism Prediction from Functional Connectivity. CORES/IP&C/ACS (2021)
Javier de Lope, Enrique Hernández, Vanessa Vargas, Manuel Graña
Speech Emotion Recognition by Conventional Machine Learning and Deep Learning. HAIS (2021)
Oihana Aristondo, J. David Nuñez-Gonzalez, Manuel Graña
Introducing Active Methodologies in Renewable Energy Engineering Bachelor in Mathematical and Numerical Analysis Subject. ICEUTE (2020)
Oier Echaniz, Carlos M. Chiesa-Estomba, Manuel Graña
Exploratory Analysis of Radiomics Features on a Head and Neck Cancer Public Dataset. HAIS (2020)
Javier de Lope, Manuel Graña
Comparison of Labeling Methods for Behavioral Activity Classification Based on Gaze Ethograms. HAIS (2020)
Julián Estévez, Gorka Garate, José Manuel López-Guede, Manuel Graña
Expansion of an Evidence-Based Workshop for Teaching of Artificial Intelligence in Schools. ICEUTE (2020)
Manuel Graña
Editorial: A Magnificent Journal at the Crossroads. Int. J. Neural Syst. 30 (9) (2020)
Julián Estévez, J. Dominguez, Manuel Graña
Relationship between the visibility of political leaders during campaign and the outcome in general elections. A case study for Spain. CoRR (2020)
Patricio Wolff, Sebastián A. Ríos, David Elias Peña Clavijo, Manuel Graña, Miguel Carrasco
Methodologically grounded semantic analysis of large volume of chilean medical literature data applied to the analysis of medical research funding efficiency in Chile. J. Biomed. Semant. 11 (1) (2020)
Imane Nizar, Youssef Illoussamen, Hala El Ouarrak, El Hossein Illoussamen, Manuel Graña, Mohammed Mestari
Safe and optimal navigation for autonomous multi-rotor aerial vehicle in a dynamic known environment by a decomposition-coordination method. Cogn. Syst. Res. 63 (2020)
Javier de Lope, Manuel Graña
Behavioral Activity Recognition Based on Gaze Ethograms. Int. J. Neural Syst. 30 (7) (2020)
Manuel Graña, Marina Aguilar-Moreno, Javier de Lope Asiaín, Ibai Baglietto Araquistain, Xavier Garmendia
Improved Activity Recognition Combining Inertial Motion Sensors and Electroencephalogram Signals. Int. J. Neural Syst. 30 (10) (2020)
Marina Aguilar-Moreno, Manuel Graña
A Comparison of Registration Methods for SLAM with the M8 Quanergy LiDAR. SOCO (2020)
Manuel Graña, José Manuel López-Guede, Jon Irazusta, Idoia Labayen, Ariadna Besga
Modelling hospital readmissions under frailty conditions for healthy aging. Expert Syst. J. Knowl. Eng. 37 (2) (2020)
Marina Aguilar-Moreno, Manuel Graña
An Hybrid Registration Method for SLAM with the M8 Quanergy LiDAR. HAIS (2020)
Marcos Alonso, Alberto Izaguirre, Imanol Andonegui, Manuel Graña
An Application of Laser Measurement to On-Line Metal Strip Flatness Measurement. SOCO (2020)
José Manuel López-Guede, Julián Estévez, Manuel Graña
Modeling a Specific Commercial Single Proton Exchange Membrane Fuel Cell. HAIS (2020)
Manuel Graña, Michal Wozniak, Sebastián A. Ríos, Javier de Lope
Computational Intelligence in Remote Sensing: An Editorial. Sensors 20 (3) (2020)
Marcos Alonso, Alberto Izaguirre, Imanol Andonegui, Manuel Graña
Optical Dual Laser Based Sensor Denoising for OnlineMetal Sheet Flatness Measurement Using Hermite Interpolation. Sensors 20 (18) (2020)
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)
J. David Nuñez-Gonzalez, Alexander Gonzalo de Sá, Manuel Graña
Testing Modified Confusion Entropy as Split Criterion for Decision Trees. HAIS (2019)
Patricio Wolff, Sebastián A. Ríos, Manuel Graña
Setting up standards: A methodological proposal for pediatric Triage machine learning model construction based on clinical outcomes. Expert Syst. Appl. 138 (2019)
Manuel Graña, José Manuel López-Guede, Álvaro Herrero, Héctor Quintián, Emilio Corchado
Editorial: Special issue CISIS 2016. Log. J. IGPL 27 (2) (2019)
Manuel Graña
Dynamic Airspace Configuration: A Short Review of Computational Approaches. ICCCI (1) (2019)
Manuel Graña, Alexander Triguero
An Approach to Teach Nao Dialogue Skills. IWINAC (1) (2019)
Jörg Keller, Manuel Graña, Rafal Kozik, Tomasz Andrysiak, Michal Choras
Recent Advances, Emerging Methods and Applications of Pattern Recognition. J. Univers. Comput. Sci. 25 (6) (2019)
Asier Izquierdo, José Manuel López-Guede, Manuel Graña
Road Lane Landmark Extraction: A State-of-the-art Review. HAIS (2019)
José Manuel López-Guede, Manuel Graña, Julián Estévez
Neural Model of a Specific Single Proton Exchange Membrane PEM Fuel Cell. SOCO (2019)
Manuel Graña
Lattice Auto-Associative Memories Induced Multivariate Morphology for Hyperspectral Image Spectral-Spatial Classification. CORES (2019)
Oier Echaniz, Manuel Graña
BIOTHINGS: A Pipeline Creation Tool for PAR-CLIP Sequence Analsys. IWINAC (1) (2019)
Pedro Romero-Hernandez, Javier de Lope Asiaín, Manuel Graña
Deep Learning Prediction of Gait Based on Inertial Measurements. IWINAC (1) (2019)
Ibai Baglietto Araquistain, Xabier Garmendia, Manuel Graña, Javier de Lope Asiaín
Fusion of Inertial Motion Sensors and Electroencephalogram for Activity Detection. IWINAC (1) (2019)
Leyre Torre-Tojal, José Manuel López-Guede, Manuel Graña
Geospatial Modeling Using LiDAR Technology. WorldCIST (2) (2019)
Sara Moraleda, Javier de Lope Asiaín, Manuel Graña
Recognizing Cognitive Activities Through Eye Tracking. IWINAC (1) (2019)
Manuel Graña, Marcos Alonso, Alberto Izaguirre
A Panoramic Survey on Grasping Research Trends and Topics. Cybern. Syst. 50 (1) (2019)
Sebastián A. Ríos, Felipe Aguilera, J. David Nuñez-Gonzalez, Manuel Graña
Semantically enhanced network analysis for influencer identification in online social networks. Neurocomputing (2019)
Julián Estévez, Gorka Garate, Manuel Graña
Gentle Introduction to Artificial Intelligence for High-School Students Using Scratch. IEEE Access 7 (2019)
Julián Estévez, Gorka Garate, José Manuel López-Guede, Manuel Graña
Using Scratch to Improve Undergraduate Students' Skills on Artificial Intelligence. CISIS-ICEUTE (2019)
Borja Fernández-Gauna, Xabier Larrucea, Manuel Graña
Reinforcement Learning Experiments Running Efficiently over Widly Heterogeneous Computer Farms. HAIS (2019)
Asier Garmendia, Manuel Graña, José Manuel López-Guede, Sebastián A. Ríos
Neural and statistical predictors for time to readmission in emergency departments: A case study. Neurocomputing 354 (2019)
Anna Kaminska-Chuchmala, Manuel Graña
Indoor Crowd 3D Localization in Big Buildings from Wi-Fi Access Anonymous Data. Sensors 19 (19) (2019)
Manuel Graña, Leire Ozaeta, Darya Chyzhyk
Dynamic Causal Modeling and machine learning for effective connectivity in Auditory Hallucination. Neurocomputing (2019)
Borja Fernández-Gauna, Manuel Graña, Roland S. Zimmermann
Simion Zoo: A Workbench for Distributed Experimentation with Reinforcement Learning for Continuous Control Tasks. CoRR (2019)
Julián Estévez, Gorka Garate, José Manuel López-Guede, Manuel Graña
Using Scratch to Teach Undergraduate Students' Skills on Artificial Intelligence. CoRR (2019)
Asier Garmendia, Sebastián A. Ríos, José Manuel López-Guede, Manuel Graña
Triage prediction in pediatric patients with respiratory problems. Neurocomputing (2019)
J. L. Jimenez-Bascones, Manuel Graña, José Manuel López-Guede
Robust labeling of human motion markers in the presence of occlusions. Neurocomputing 353 (2019)
Manuel Graña, Javier de Lope Asiaín
A Short Review of Some Aspects of Computational Neuroethology. IWINAC (1) (2019)
José Manuel López-Guede, Jose Antonio Ramos-Hernanz, Julián Estévez, Asier Garmendia, Leyre Torre, Manuel Graña
Electrical Behavior Modeling of Solar Panels Using Extreme Learning Machines. HAIS (2018)
J. David Núñez-González, Manuel Graña, José Manuel López-Guede
Prelude of an Educational Innovation Project: Discussing a Redesign of the Continuous Assessment in Mathematics for Chemistry and Geology Bachelor Degree Students. SOCO-CISIS-ICEUTE (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Manuel Graña