Miquel Sànchez-Marrè

According to our database, Miquel Sànchez-Marrè authored at least 85 papers between 1992 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

AI Lifecycle Zero-Touch Orchestration within the Edge-to-Cloud Continuum for Industry 5.0.

Enrico Alberti, Sergio Álvarez-Napagao, Víctor Anaya, Marta Barroso, Cristian Barrué, Christian Beecks, Letizia Bergamasco, Sisay Adugna Chala, Victor Gimenez-Abalos, Alexander Graß, Daniel Hinjos, Maike Holtkemper, Natalia Jakubiak, Alexandros Nizamis, Edoardo Pristeri, Miquel Sànchez-Marrè, Georg Stefan Schlake, Jona Scholz, Gabriele Scivoletto, Stefan Walter

Syst., February, 2024

2023

Exploding the myths: An introduction to artificial neural networks for prediction and forecasting.

Holger R. Maier, Stefano Galelli, Saman Razavi, Andrea Castelletti, Andrea Emilio Rizzoli, Ioannis N. Athanasiadis, Miquel Sànchez-Marrè, Marco Acutis, Wenyan Wu, Greer B. Humphrey

Environ. Model. Softw., September, 2023

Dimensionality reduction and ensemble of LSTMs for antimicrobial resistance prediction.

Álvar Hernández-Carnerero, Miquel Sànchez-Marrè, Inmaculada Mora-Jiménez, Cristina Soguero-Ruíz, Sergio Martínez-Agüero, Joaquín Álvarez-Rodríguez

Artif. Intell. Medicine, 2023

2022

Optimizing Online Time-Series Data Imputation Through Case-Based Reasoning.

Josep Pascual-Pañach, Miquel Sànchez-Marrè, Miquel Àngel Cugueró-Escofet

Proceedings of the Artificial Intelligence Research and Development, 2022

2021

A Hybrid Recommender System for Improving Automatic Playlist Continuation.

Anna Gatzioura, João Vinagre, Alípio Mário Jorge, Miquel Sànchez-Marrè

IEEE Trans. Knowl. Data Eng., 2021

Operational Modes Detection in Industrial Gas Turbines Using an Ensemble of Clustering Methods.

Mina Bagherzade Ghazvini, Miquel Sànchez-Marrè, Edgar Bahilo, Cecilio Angulo

Sensors, 2021

Antimicrobial Resistance Prediction in Intensive Care Unit for Pseudomonas Aeruginosa using Temporal Data-Driven Models.

Álvar Hernández-Carnerero, Miquel Sànchez-Marrè, Inmaculada Mora-Jiménez, Cristina Soguero-Ruíz, Sergio Martínez-Agüero, Joaquín Álvarez-Rodríguez

Int. J. Interact. Multim. Artif. Intell., 2021

Editor's Note.

Amparo Alonso-Betanzos, Pedro Cabalar, Graçaliz Pereira Dimuro, Marcos García, José Hernández-Orallo, Raquel Hervás, Angeles Manjarés, Fernando Martínez-Plumed, Inmaculada Mora-Jiménez, Miquel Sànchez-Marrè

Int. J. Interact. Multim. Artif. Intell., 2021

Interoperating data-driven and model-driven techniques for the automated development of intelligent environmental decision support systems.

Josep Pascual-Pañach, Miquel Àngel Cugueró-Escofet, Miquel Sànchez-Marrè

Environ. Model. Softw., 2021

knowlEdge Project -Concept, Methodology and Innovations for Artificial Intelligence in Industry 4.0.

Sergio Álvarez-Napagao, Boki Ashmore, Marta Barroso, Cristian Barrué, Christian Beecks, Fabian Berns, Ilaria Bosi, Sisay Adugna Chala, Nicola Ciulli, Marta Garcia-Gasulla, Alexander Grass, Dimosthenis Ioannidis, Natalia Jakubiak, Karl Köpke, Ville Lämsä, Pedro Megias, Alexandros Nizamis, Claudio Pastrone, Rosaria Rossini, Miquel Sànchez-Marrè, Luca Ziliotti

Proceedings of the 19th IEEE International Conference on Industrial Informatics, 2021

2020

Reputation-Based Maintenance in Case-Based Reasoning.

Nariman Nakhjiri, Maria Salamó, Miquel Sànchez-Marrè

Knowl. Based Syst., 2020

Modelling Temporal Relationships in Pseudomonas Aeruginosa Antimicrobial Resistance Prediction in Intensive Care Unit.

Álvar Hernández-Carnerero, Miquel Sànchez-Marrè, Inmaculada Mora-Jiménez, Cristina Soguero-Ruíz, Sergio Martínez-Agüero, Joaquín Álvarez-Rodríguez

Proceedings of the First International AAI4H, 2020

2019

Combining Data-Driven and Domain Knowledge Components in an Intelligent Assistant to Build Personalized Menus.

Miquel Sànchez-Marrè, Karina Gibert, Beatriz Sevilla Villanueva

Proceedings of the From Bioinspired Systems and Biomedical Applications to Machine Learning, 2019

Application of CBR for Intelligent Process Control of a WWTP.

Josep Pascual-Pañach, Miquel Àngel Cugueró-Escofet, Miquel Sànchez-Marrè, Pere Aguiló-Martos

Proceedings of the Artificial Intelligence Research and Development, 2019

Diet4You: A Personal Intelligent Recommender for Diets from a Holistic Perspective.

Karina Gibert, Beatriz Sevilla Villanueva, Miquel Sànchez-Marrè, Lluis Marquès, Eric Casanova, Montserrat Fito

Proceedings of the Artificial Intelligence Research and Development, 2019

2018

Which method to use? An assessment of data mining methods in Environmental Data Science.

Karina Gibert, Joaquín Izquierdo, Miquel Sànchez-Marrè, Serena H. Hamilton, Ignasi Rodríguez-Roda, Geoff Holmes

Environ. Model. Softw., 2018

Environmental data stream mining through a case-based stochastic learning approach.

Fernando Orduña Cabrera, Miquel Sànchez-Marrè

Environ. Model. Softw., 2018

Including Hard Restrictions into Diet4You Menu Planner.

Beatriz Sevilla Villanueva, Karina Gibert, Miquel Sànchez-Marrè

Proceedings of the Artificial Intelligence Research and Development, 2018

Feature-Tree Labeling for Case Base Maintenance.

Nariman Nakhjiri, Maria Salamó, Miquel Sànchez-Marrè

Proceedings of the Artificial Intelligence Research and Development, 2018

A Study on Contextual Influences on Automatic Playlist Continuation.

Anna Gatzioura, Miquel Sànchez-Marrè, Alípio Mário Jorge

Proceedings of the Artificial Intelligence Research and Development, 2018

Intelligent Management of Measurement Units Equivalences in Food Databases.

Beatriz Sevilla Villanueva, Karina Gibert, Miquel Sànchez-Marrè

Proceedings of the Advances in Artificial Intelligence, 2018

2017

Evaluation of Adherence to Nutritional Intervention Through Trajectory Analysis.

Beatriz Sevilla Villanueva, Karina Gibert, Miquel Sànchez-Marrè, Montserrat Fito, Maria-Isabel Covas

IEEE J. Biomed. Health Informatics, 2017

A methodology to discover and understand complex patterns: Interpreted Integrative Multiview Clustering (I²MC).

Beatriz Sevilla Villanueva, Karina Gibert, Miquel Sànchez-Marrè

Pattern Recognit. Lett., 2017

ScoQAS: A Semantic-based Closed and Open Domain Question Answering System.

Majid Latifi, Horacio Rodríguez, Miquel Sànchez-Marrè

Proces. del Leng. Natural, 2017

Reasoning about river basins: WaWO+ revisited.

Luis Oliva, Ignasi Gómez-Sebastià, Marta Verdaguer, Miquel Sànchez-Marrè, Manel Poch, Ulises Cortés

Environ. Model. Softw., 2017

A case-based reasoning framework for music playlist recommendations.

Anna Gatzioura, Miquel Sànchez-Marrè

Proceedings of the 4th International Conference on Control, 2017

Generating Complete Menus from Nutritional Prescriptions by Using Advanced CBR and Real Food Databases.

Beatriz Sevilla Villanueva, Karina Gibert, Miquel Sànchez-Marrè

Proceedings of the Recent Advances in Artificial Intelligence Research and Development, 2017

Using Contextual Information in Music Playlist Recommendations.

Anna Gatzioura, Miquel Sànchez-Marrè

Proceedings of the Recent Advances in Artificial Intelligence Research and Development, 2017

2016

The role of significance tests in consistent interpretation of nested partitions.

Karina Gibert, Beatriz Sevilla Villanueva, Miquel Sànchez-Marrè

J. Comput. Appl. Math., 2016

A survey on pre-processing techniques: Relevant issues in the context of environmental data mining.

Karina Gibert, Miquel Sànchez-Marrè, Joaquín Izquierdo

AI Commun., 2016

A Methodology for Maintaining Consistency Between Conceptual Interpretations of Nested Partitions.

Beatriz Sevilla Villanueva, Karina Gibert, Miquel Sànchez-Marrè

Proceedings of the Artificial Intelligence Research and Development, 2016

Using CVI for Understanding Class Topology in Unsupervised Scenarios.

Beatriz Sevilla Villanueva, Karina Gibert, Miquel Sànchez-Marrè

Proceedings of the Advances in Artificial Intelligence, 2016

2015

A Case-Based Recommendation Approach for Market Basket Data.

Anna Gatzioura, Miquel Sànchez-Marrè

IEEE Intell. Syst., 2015

Identifying Nutritional Patterns through Integrative Multiview Clustering.

Beatriz Sevilla Villanueva, Karina Gibert, Miquel Sànchez-Marrè

Proceedings of the Artificial Intelligence Research and Development, 2015

2014

Discovering social structures of local influence by using <i>tweetStimuli</i>.

Arturo Tejeda-Gómez, Miquel Sànchez-Marrè, Josep M. Pujol

Int. J. Comput. Math., 2014

Estimation of Machine Settings for Spinning of Yarns - New Algorithms for Comparing Complex Structures.

Beatriz Sevilla Villanueva, Miquel Sànchez-Marrè, Thomas V. Fischer

Proceedings of the Case-Based Reasoning Research and Development, 2014

2013

Using NIAR k-d Trees to Improve the Case-Based Reasoning Retrieval Step.

Fernando Orduña Cabrera, Miquel Sànchez-Marrè

Proceedings of the Advances in Soft Computing and Its Applications, 2013

Post-Processing the Class Panel Graphs: Towards Understandable Patterns from Data.

Beatriz Sevilla Villanueva, Karina Gibert, Miquel Sànchez-Marrè

Proceedings of the Artificial Intelligence Research and Development, 2013

The Use of NLP Interchange Format for Question Answering in Organizations.

Majid Latifi, Miquel Sànchez-Marrè

Proceedings of the Artificial Intelligence Research and Development, 2013

2012

Decreasing Uncertainty When Interpreting Profiles through the Traffic Lights Panel.

Karina Gibert, Dante Conti, Miquel Sànchez-Marrè

Proceedings of the Advances on Computational Intelligence, 2012

Case-Based Reasoning Applied to Textile Industry Processes.

Beatriz Sevilla Villanueva, Miquel Sànchez-Marrè

Proceedings of the Case-Based Reasoning Research and Development, 2012

2011

Best Paper Awards for 2010.

Anthony J. Jakeman, Andrea Emilio Rizzoli, Alexey A. Voinov, Ioannis N. Athanasiadis, Thomas Berger, Mark E. Borsuk, Marcello Donatelli, Giorgio Guariso, Ari Jolma, Stefano Marsili-Libelli, Barbara J. Robson, Miquel Sànchez-Marrè, Ralf Seppelt, David Swayne

Environ. Model. Softw., 2011

Outcomes from the iEMSs data mining in the environmental sciences workshop series.

Karina Gibert, Miquel Sànchez-Marrè

Environ. Model. Softw., 2011

2010

iTutorials for the Aid of Cognitively Impaired Elderly Population.

Carolina Rubio, Roberta Annicchiarico, Cristian Barrué, Ulises Cortés, Miquel Sànchez-Marrè, Carlo Caltagirone

Proceedings of the Electronic Healthcare - Third International Conference, 2010

2009

Dynamic Adaptive Case Library for Continuous Domains.

Fernando Orduña Cabrera, Miquel Sànchez-Marrè

Proceedings of the Artificial Intelligence Research and Development, 2009

2008

Best paper awards for 2006.

Anthony J. Jakeman, Andrea Emilio Rizzoli, Giorgio Guariso, Lorenz M. Hilty, Michael McAleer, Robert Oglesby, Miquel Sànchez-Marrè, David Swayne, Alexey A. Voinov

Environ. Model. Softw., 2008

Improving Pseudobagging techniques.

Angela Chieppa, Karina Gibert, Ignasi Gómez-Sebastià, Miquel Sànchez-Marrè

Proceedings of the Artificial Intelligence Research and Development, 2008

Ergonomic Advice through Case-Based Reasoning to Avoid Dangerous Positions Adopted Using the Computer.

Fernando Orduña Cabrera, Miquel Sànchez-Marrè, Jesús Miguel García Gorrostieta, Samuel González López

Proceedings of the Artificial Intelligence Research and Development, 2008

2007

A Knowledge Discovery Methodology for Identifying Vulnerability Factors of Mental Disorder in an Intellectually Disabled Population.

Xavier Lluis Martorell, Raimon Massanet Vila, Karina Gibert, Miquel Sànchez-Marrè, Juan Carlos Martín, Almudena Martorell

Proceedings of the Artificial Intelligence Research and Development, 2007

2006

GESCONDA: An intelligent data analysis system for knowledge discovery and management in environmental databases.

Karina Gibert, Miquel Sànchez-Marrè, Ignasi Rodríguez-Roda

Environ. Model. Softw., 2006

A purely reactive navigation scheme for dynamic environments using Case-Based Reasoning.

Cristina Urdiales, Eduardo J. Pérez, Javier Vázquez-Salceda, Miquel Sànchez-Marrè, Francisco Sandoval Hernández

Auton. Robots, 2006

CBR and Argument Schemes for Collaborative Decision Making.

Pancho Tolchinsky, Sanjay Modgil, Ulises Cortés, Miquel Sànchez-Marrè

Proceedings of the Computational Models of Argument: Proceedings of COMMA 2006, 2006

Designing a Multi-Agent system to simulate scenarios for decision-making in river basin systems.

Thania Rendón-Sallard, Miquel Sànchez-Marrè, Montserrat Aulinas, Joaquim Comas

Proceedings of the Artificial Intelligence Research and Development, 2006

2005

Binding Environmental Sciences and Artificial Intelligence.

Mihaela Oprea, Miquel Sànchez-Marrè, Franz Wotawa

AI Commun., 2005

Cluster discovery in environmental databases using GESCONDA: The added value of comparisons.

Karina Gibert, Miquel Sànchez-Marrè, Xavier Flores

AI Commun., 2005

An Approach for Temporal Case-Based Reasoning: Episode-Based Reasoning.

Miquel Sànchez-Marrè, Ulises Cortés, Montserrat Martínez, Joaquim Comas, Ignasi Rodríguez-Roda

Proceedings of the Case-Based Reasoning, 2005

A Case-Based Methodology for Feature Weighting Algorithm Recommendation.

Héctor Núñez, Miquel Sànchez-Marrè

Proceedings of the Artificial Intelligence Research and Development, 2005

2004

Environmental sciences and artificial intelligence.

Miquel Sànchez-Marrè, Ulises Cortés, Joaquim Comas

Environ. Model. Softw., 2004

Designing and building real environmental decision support systems.

Manel Poch, Joaquim Comas, Ignasi Rodríguez-Roda, Miquel Sànchez-Marrè, Ulises Cortés

Environ. Model. Softw., 2004

A comparative study on the use of similarity measures in case-based reasoning to improve the classification of environmental system situations.

Héctor Núñez, Miquel Sànchez-Marrè, Ulises Cortés, Joaquim Comas, Montserrat Martínez, Ignasi Rodríguez-Roda, Manel Poch

Environ. Model. Softw., 2004

OntoWEDSS: augmenting environmental decision-support systems with ontologies.

Luigi Ceccaroni, Ulises Cortés, Miquel Sànchez-Marrè

Environ. Model. Softw., 2004

Nearest-Neighbours for Time Series.

Juan Manuel Gimeno Illa, Javier Béjar, Miquel Sànchez-Marrè

Appl. Intell., 2004

Instance-Based Learning Techniques of Unsupervised Feature Weighting Do not Perform So Badly!

Héctor Núñez, Miquel Sànchez-Marrè

Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004

2003

Guest editorial: Binding Environmental Sciences and Artificial Intelligence.

Ulises Cortés, Miquel Sànchez-Marrè, Franz Wotawa

AI Commun., 2003

A conceptual model to facilitate knowledge sharing for bulking solving in wastewater treatment plants.

Ulises Cortés, Montserrat Martínez, Joaquim Comas, Miquel Sànchez-Marrè, Manel Poch, Ignasi R.-Roda

AI Commun., 2003

Assistive technologies for the disabled and for the new generation of senior citizens: the e-Tools architecture.

Ulises Cortés, Roberta Annicchiarico, Javier Vázquez-Salceda, Cristina Urdiales, Lola Cañamero, Maite López, Miquel Sànchez-Marrè, Carlo Caltagirone

AI Commun., 2003

Using Case-Based Reasoning to Overcome High Computing Cost Interactive Simulations.

Javier Vázquez-Salceda, Miquel Sànchez-Marrè, Ulises Cortés

Proceedings of the Case-Based Reasoning Research and Development, 2003

Improving Similarity Assessment with Entropy-Based Local Weighting.

Héctor Núñez, Miquel Sànchez-Marrè, Ulises Cortés

Proceedings of the Case-Based Reasoning Research and Development, 2003

2002

DAI-DEPUR: An Environmental Decision Support System for the control and supervison of Municipal WasteWater Treatment Plants.

Ulises Cortés, Ignasi R.-Roda, Miquel Sànchez-Marrè, Joaquim Comas, Christian Cortes, Manel Poch

Proceedings of the 15th European Conference on Artificial Intelligence, 2002

2001

Knowledge Management in Environmental Decision Support Systems.

Ulises Cortés, Miquel Sànchez-Marrè, Ramon Sangüesa, Joaquim Comas, Ignasi R.-Roda, Manel Poch, David Riaño

AI Commun., 2001

Guest-editorial: Environmental Decision Support Systems.

Ulises Cortés, Miquel Sànchez-Marrè

AI Commun., 2001

Knowledge discovery by means of inductive methods in wastewater treatment plannt data.

Joaquim Comas, Saso Dzeroski, Karina Gibert, Ignasi R.-Roda, Miquel Sànchez-Marrè

AI Commun., 2001

Autonomous Agents Architecture to Supervise and Control a Wastewater Treatment Plant.

David Riaño, Miquel Sànchez-Marrè, Ignasi R.-Roda

Proceedings of the Engineering of Intelligent Systems, 2001

2000

Using Meta-Cases to Improve Accuracy in Hierarchical Case Retrieval.

Miquel Sànchez-Marrè, Ignasi R.-Roda, Joaquim Comas, Ulises Cortés, Manel Poch

Computación y Sistemas, 2000

Guest Editorial: Artificial Intelligence and Environmental Applications.

Ulises Cortés, Miquel Sànchez-Marrè, Manel Poch

Appl. Intell., 2000

Artificial Intelligence and Environmental Decision Support Systems.

Ulises Cortés, Miquel Sànchez-Marrè, Luigi Ceccaroni, Ignasi R.-Roda, Manel Poch

Appl. Intell., 2000

Reports on the AAAI 1999 Workshop Program.

Brian Drabble, Laurent Chaudron, Catherine Tessier, Sue Abu-Hakima, Steven Willmott, Jim Austin, Boi Faltings, Eugene C. Freuder, Gerhard Friedrich, Alex Alves Freitas, Ulises Cortés, Miquel Sànchez-Marrè, David W. Aha, Irma Becerra-Fernandez, Héctor Muñoz-Avila, Aditya Ghose, Tim Menzies, Ken Satoh, Mary Elaine Califf, Michael T. Cox, Sandip Sen, Patrick Brézillon, Jean-Charles Pomerol, Roy M. Turner, Elise H. Turner

AI Mag., 2000

1999

Sustainable case learning for continuos domains.

Miquel Sànchez-Marrè, Ulises Cortés, Ignasi R.-Roda, Manel Poch

Environ. Model. Softw., 1999

Binding Environmental Sciences and Artificial Intelligence in Environmental Modelling & Software.

Ulises Cortés, Miquel Sànchez-Marrè

Environ. Model. Softw., 1999

Binding Environmental Sciences and Artificial Intelligence on ECAI'98.

Ulises Cortés, Miquel Sànchez-Marrè, Ignasi R.-Roda, David Riaño

AI Commun., 1999

Reflective Reasoning in a Case-Based Reasoning Agent.

Miquel Sànchez-Marrè, Ulises Cortés, Javier Béjar, Ignasi R.-Roda, Manel Poch

Proceedings of the Collaboration between Human and Artificial Societies, 1999

1997

Concept Formation in WWTP by Means of Classification Techniques: A Compared Study.

Miquel Sànchez-Marrè, Ulises Cortés, Javier Béjar, Joan De Grácia, Javier Lafuente, Manel Poch

Appl. Intell., 1997

1996

DAI-DEPUR: an integrated and distributed architecture for wastewater treatment plants supervision.

Miquel Sànchez-Marrè, Ulises Cortés, Javier Lafuente, Ignasi Rodríguez-Roda, Manel Poch

Artif. Intell. Eng., 1996

1994

Dai-Depur Architecture: Distributed Agents for Real-Time WWTP Supervision and control.

Miquel Sànchez-Marrè, Ignasi R.-Roda, Manel Poch, Ulises Cortés, Javier Lafuente

Proceedings of the Postprint Volume from the IFAC Symposium on Artificial Intelligence in Real-Time Control, 1994

1992

A Knowledge-based System for the Diagnosis of Waste-Water Treatment Plants.

Lluís Belanche, Miquel Sànchez-Marrè, Ulises Cortés, Pau Serra

Proceedings of the Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, 1992