Jesús Cerquides

Maria Rosa (Rosy) Mondardini

Edoardo Ramalli

Barbara Pernici

IEEE Access, 2023

Single or ensemble model ? A study on social media images classification in disaster response.

[BibT_eX]

[DOI]

Giovanna Di Marzo Serugendo

Proceedings of the 10th Multidisciplinary International Social Networks Conference, 2023

Developing and Validating Tools for the Automated Analysis and Enhancement of Online Discussions.

[BibT_eX]

[DOI]

Bjoern Komander

Jaume Piera

Proceedings of the HHAI 2023: Augmenting Human Intellect, 2023

Hydranet: A Neural Network for the Estimation of Multi-Valued Treatment Effects.

[BibT_eX]

[DOI]

Borja Velasco-Regulez

Proceedings of the Artificial Intelligence Research and Development, 2023

Expert Finding for Citizen Science.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Research and Development, 2023

Bayesian Optimization with Additive Kernels for the Calibration of Simulation Models to Perform Cost-Effectiveness Analysis.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Research and Development, 2023

Improving Disaster Response by Combining Automated Text Information Extraction from Images and Text on Social Media.

[BibT_eX]

[DOI]

Carlo Alberto Bono

Valerio Lorini

Proceedings of the Artificial Intelligence Research and Development, 2023

Mathematical and Computational Models for Crowdsourced Geolocation.

[BibT_eX]

[DOI]

Rocco Ballester

Yanis Labeyrie

Mehmet Oguz Mülâyim

Proceedings of the Artificial Intelligence Research and Development, 2023

Enhancing Disaster Response with Automated Text Information Extraction from Social Media Images.

[BibT_eX]

[DOI]

Proceedings of the IEEE Ninth International Conference on Big Data Computing Service and Applications, 2023

2022

Optimization Techniques and Formal Verification for the Software Design of Boolean Algebra Based Safety-Critical Systems.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2022

Analyzing social media with crowdsourcing in Crowd4SDG.

[BibT_eX]

[DOI]

Rosy Mondardini

Edoardo Ramalli

Barbara Pernici

CoRR, 2022

Modeling three sources of uncertainty in assisted reproductive technologies with probabilistic graphical models.

[BibT_eX]

[DOI]

Olga Valls

Adrián Torres-Martín

Comput. Biol. Medicine, 2022

Ensemble Learning for the Classification of Social Media Data in Disaster Response.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Information Systems for Crisis Response and Management, 2022

Automatic Outdoor Image Geolocation with Focal Modulation Networks.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Research and Development, 2022

Drake or Hen? Machine Learning for Gender Identification on Twitter.

[BibT_eX]

[DOI]

Arnault Gombert

Proceedings of the Artificial Intelligence Research and Development, 2022

Detecting the Area of Bovine Cumulus Oocyte Complexes Using Deep Learning and Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Research and Development, 2022

2021

Crowd4SDG - Crowdsourced image classification and damage assessment.

[BibT_eX]

[DOI]

Amudha Ravi Shankar

Mehmet Oguz Mülâyim

Jesús Cerquides Bueno

Barbara Pernici

Dataset, September, 2021

A Computational Approach to Quantify the Benefits of Ridesharing for Policy Makers and Travellers.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2021

Solving Highly Cyclic Distributed Optimization Problems Without Busting the Bank: A Decimation-based Approach.

[BibT_eX]

[DOI]

Log. J. IGPL, 2021

A first approach to closeness distributions.

[BibT_eX]

[DOI]

CoRR, 2021

Parametrization invariant interpretation of priors and posteriors.

[BibT_eX]

[DOI]

CoRR, 2021

Validation on Real Data of an Extended Embryo-Uterine Probabilistic Graphical Model for Embryo Selection.

[BibT_eX]

[DOI]

Adrián Torres-Martín

Proceedings of the Artificial Intelligence Research and Development, 2021

Limits of Conventional Machine Learning Methods to Predict Pregnancy and Multiple Pregnancy After Embryo Transfer.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Research and Development, 2021

2020

A Robust Solution to Variational Importance Sampling of Minimum Variance.

[BibT_eX]

[DOI]

Entropy, 2020

Predicting Requests in Large-Scale Online P2P Ridesharing.

[BibT_eX]

[DOI]

CoRR, 2020

Dual Stochastic Natural Gradient Descent.

[BibT_eX]

[DOI]

Borja Sánchez-López

CoRR, 2020

2019

Sufficient and necessary conditions for solution finding in valuation-based systems.

[BibT_eX]

[DOI]

Jordi Roca-Lacostena

Antoni Rodríguez-Fornells

Marc Pouly

Int. J. Approx. Reason., 2019

Design of an AI Platform to Support Home-Based Self-Training Music Interventions for Chronic Stroke Patients.

[BibT_eX]

[DOI]

David Sanchez-Pinsach

Mehmet Oguz Mülâyim

Jennifer Grau-Sánchez

Monique Messaggi-Sartor

Esther Duarte

Proceedings of the Artificial Intelligence Research and Development, 2019

Convergent Stochastic Almost Natural Gradient Descent.

[BibT_eX]

[DOI]

Borja Sánchez-López

Proceedings of the Artificial Intelligence Research and Development, 2019

Variational Importance Sampling: Initial Findings.

[BibT_eX]

[DOI]

Joan Capdevila

Proceedings of the Artificial Intelligence Research and Development, 2019

2018

Mining urban events from the tweet stream through a probabilistic mixture model.

[BibT_eX]

[DOI]

Joan Capdevila

Jordi Torres

Data Min. Knowl. Discov., 2018

Decentralized dynamic task allocation for UAVs with limited communication range.

[BibT_eX]

[DOI]

Milind Tambe

CoRR, 2018

AD3-GLaM: A cooperative distributed QoE-based approach for SVC video streaming over wireless mesh networks.

[BibT_eX]

[DOI]

Pham Tran Anh Quang

Kamal Deep Singh

Ad Hoc Networks, 2018

A Left-to-Right Algorithm for Likelihood Estimation in Gamma-Poisson Factor Analysis.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

DeciMaxSum : Décimer pour résoudre des DCOP cycliques plus efficacement.

[BibT_eX]

Proceedings of the Distribution et Décentralisation, 2018

DECIMAXSUM: Using Decimation to Improve Max-Sum on Cyclic DCOPs.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Research and Development, 2018

A Simulation Tool for Large-Scale Online Ridesharing.

[BibT_eX]

[DOI]

Christian Blum

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

2017

Algorithms for Graph-Constrained Coalition Formation in the Real World.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2017

Tweet-SCAN: An event discovery technique for geo-located tweets.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2017

Improving Max-Sum through Decimation to Solve Loopy Distributed Constraint Optimization Problems.

[BibT_eX]

[DOI]

CoRR, 2017

Coalition structure generation problems: optimization and parallelization of the IDP algorithm in multicore systems.

[BibT_eX]

[DOI]

Francisco Cruz-Mencia

Antonio Espinosa

Juan C. Moure

Kim Svensson

Concurr. Comput. Pract. Exp., 2017

Combining phylogenetic footprinting with motif models incorporating intra-motif dependencies.

[BibT_eX]

[DOI]

BMC Bioinform., 2017

Unrealistic phylogenetic trees may improve phylogenetic footprinting.

[BibT_eX]

[DOI]

Bioinform., 2017

2016

Active Learning of Object and Body Models with Time Constraints on a Humanoid Robot.

[BibT_eX]

[DOI]

IEEE Trans. Cogn. Dev. Syst., 2016

ALRn: accelerated higher-order logistic regression.

[BibT_eX]

[DOI]

Mach. Learn., 2016

Design and evaluation of norm-aware agents based on Normative Markov Decision Processes.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2016

Scaling DBSCAN-like Algorithms for Event Detection Systems in Twitter.

[BibT_eX]

[DOI]

Proceedings of the Algorithms and Architectures for Parallel Processing, 2016

2015

Sufficient and necessary conditions for Dynamic Programming in Valuation-Based Systems.

[BibT_eX]

[DOI]

Jordi Roca-Lacostena

Marc Pouly

CoRR, 2015

Conception d'une place de marché pour la vente et la distribution d'énergie dans les smart grids.

[BibT_eX]

Proceedings of the Environnements socio-techniques - JFSMA 15, 2015

Where is my keyboard? Model-based active adaptation of action-space in a humanoid robot.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE-RAS International Conference on Humanoid Robots, 2015

Parallelisation and Application of AD 3 as a Method for Solving Large Scale Combinatorial Auctions.

[BibT_eX]

[DOI]

Francisco Cruz-Mencia

Antonio Espinosa

Juan Carlos Moure

Proceedings of the Coordination Models and Languages, 2015

Defining and solving the energy allocation problem with continuous prosumers.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Research and Development, 2015

Efficient Inter-Team Task Allocation in RoboCup Rescue.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

Paving the way for Large-Scale Combinatorial Auctions.

[BibT_eX]

[DOI]

Francisco Cruz-Mencia

Antonio Espinosa

Juan Carlos Moure

Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

Designing a Marketplace for the Trading and Distribution of Energy in the Smart Grid.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

2014

Even more generic solution construction in Valuation-Based Systems.

[BibT_eX]

[DOI]

Jordi Roca-Lacostena

CoRR, 2014

A Tutorial on Optimization for Multi-Agent Systems.

[BibT_eX]

[DOI]

Comput. J., 2014

Naive-Bayes Inspired Effective Pre-Conditioner for Speeding-Up Logistic Regression.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

MAS-planes: a multi-agent simulation environment to investigate decentralised coordination for teams of UAVs.

[BibT_eX]

[DOI]

Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

Exploiting max-sum for the decentralized assembly of high-valued supply chains.

[BibT_eX]

[DOI]

Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

Anytime coalition structure generation on synergy graphs.

[BibT_eX]

[DOI]

Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

2013

Alleviating naive Bayes attribute independence assumption by attribute weighting.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2013

Bayesian Conditional Gaussian Network Classifiers with Applications to Mass Spectra Classification.

[BibT_eX]

[DOI]

Victor Bellon

Ivo Grosse

CoRR, 2013

Engineering the Decentralized Coordination of UAVs with Limited Communication Range.

[BibT_eX]

[DOI]

Milind Tambe

Proceedings of the Advances in Artificial Intelligence, 2013

CHAINME: fast decentralized finding of better supply chains.

[BibT_eX]

[DOI]

Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013

2012

Sensory Anticipation of Optical Flow in Mobile Robotics

[BibT_eX]

[DOI]

CoRR, 2012

Context-GMM: Incremental learning of sparse priors for Gaussian mixture regression.

[BibT_eX]

[DOI]

Jesús Cerquides Bueno

Proceedings of the 2012 IEEE International Conference on Robotics and Biomimetics, 2012

Incremental learning of an optical flow model for sensorimotor anticipation in a mobile robot.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Development and Learning and Epigenetic Robotics, 2012

Speeding Up 2-way Number Partitioning.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2012, 2012

Scalable decentralized supply chain formation through binarized belief propagation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

A Scalable Message-Passing Algorithm for Supply Chain Formation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011

A Survey on Sensor Networks from a Multiagent Perspective.

[BibT_eX]

[DOI]

Comput. J., 2011

Constructing a unifying theory of dynamic programming DCOP algorithms via the generalized distributive law.

[BibT_eX]

[DOI]

Auton. Agents Multi Agent Syst., 2011

ABC4MAS: Assembling Business Collaborations for MAS.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2011

Solving Sequential Mixed Auctions with Integer Programming.

[BibT_eX]

[DOI]

Boris Mikhaylov

Proceedings of the Advances in Artificial Intelligence, 2011

Quality guarantees for region optimal DCOP algorithms.

[BibT_eX]

[DOI]

Eric Anyung Shieh

Zhengyu Yin

Milind Tambe

Emma Bowring

Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011

Communication-constrained DCOPs: message approximation in GDL with function filtering.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011

Sequential mixed auctions.

[BibT_eX]

[DOI]

Boris Mikhaylov

Proceedings of the 13th International Conference on Electronic Commerce, 2011

2010

Composing Supply Chains Through Multiunit Combinatorial Reverse Auctions With Transformability Relationships Among Goods.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part A, 2010

A graphical formalism for mixed multi-unit combinatorial auctions.

[BibT_eX]

[DOI]

Auton. Agents Multi Agent Syst., 2010

Worst-case bounds on the quality of max-product fixed-points.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

Comparison of Redundancy and Relevance Measures for Feature Selection in Tissue Classification of CT Images.

[BibT_eX]

[DOI]

Benjamin Auffarth

Maite López

Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2010

Egalitarian Utilities Divide-and-Coordinate: Stop arguing about decisions, let's share rewards!.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2010, 2010

Divide-and-coordinate: DCOPs by agreement.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), 2010

2009

Empirical Hardness for Mixed Auctions.

[BibT_eX]

[DOI]

Pablo Almajano

Proceedings of the Current Topics in Artificial Intelligence, 2009

Generalizing DPOP: Action-GDL, a new complete algorithm for DCOPs.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2009), 2009

A mixed multi-unit combinatorial auctions test suite.

[BibT_eX]

[DOI]

Bruno Rosell

Proceedings of the 8th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2009), 2009

2008

A test suite for the evaluation of mixed multi-unit combinatorial auctions.

[BibT_eX]

[DOI]

J. Algorithms, 2008

Enacting agent-based services for automated procurement.

[BibT_eX]

[DOI]

A. Reyes

Francesc X. Noria

Eng. Appl. Artif. Intell., 2008

Hopfield Networks in Relevance and Redundancy Feature Selection Applied to Classification of Biomedical High-Resolution Micro-CT Images.

[BibT_eX]

[DOI]

Benjamin Auffarth

Maite López

Proceedings of the Advances in Data Mining. Medical Applications, 2008

Computationally-efficient winner determination for mixed multi-unit combinatorial auctions.

[BibT_eX]

[DOI]

Proceedings of the 7th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008), 2008

2007

To Select or To Weigh: A Comparative Study of Linear Combination Schemes for SuperParent-One-Dependence Estimators.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2007

Mixed multi-unit combinatorial auctions for supply chain management.

[BibT_eX]

[DOI]

SIGecom Exch., 2007

Enabling assisted strategic negotiations in actual-world procurement scenarios.

[BibT_eX]

[DOI]

Maite López-Sánchez

Antonio Reyes-Moro

Electron. Commer. Res., 2007

Bidding Languages and Winner Determination for Mixed Multi-unit Combinatorial Auctions.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2007, 2007

Completing the Virtual Analogy of Real Institutions via iObjects.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Research and Development, 2007

On the Empirical Evaluation of Mixed Multi-Unit Combinatorial Auctions.

[BibT_eX]

[DOI]

Proceedings of the Agent-Mediated Electronic Commerce and Trading Agent Design and Analysis, 2007

Winner determination for mixed multi-unit combinatorial auctions via petri nets.

[BibT_eX]

[DOI]

Proceedings of the 6th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2007), 2007

Classification of biomedical high-resolution micro-CT images for direct volume rendering.

[BibT_eX]

Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2007

2006

Imbalanced Datasets Classification by Fuzzy Rule Extraction and Genetic Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

To Select or To Weigh: A Comparative Study of Model Selection and Model Weighing for SPODE Ensembles.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning: ECML 2006, 2006

Benefits of Combinatorial Auctions with Transformability Relationships.

[BibT_eX]

Proceedings of the ECAI 2006, 17th European Conference on Artificial Intelligence, August 29, 2006

A Method to Classify Data by Fuzzy Rule Extraction from Imbalanced Datasets.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Research and Development, 2006

Auctioning transformable goods.

[BibT_eX]

[DOI]

Proceedings of the 5th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2006), 2006

Savings in Combinatorial Auctions Through Transformation Relationships.

[BibT_eX]

[DOI]

Proceedings of the Agent-Mediated Electronic Commerce. Automated Negotiation and Strategy Design for Electronic Markets, 2006

2005

TAN Classifiers Based on Decomposable Distributions.

[BibT_eX]

[DOI]

Mach. Learn., 2005

Multi-Unit Combinatorial Reverse Auctions with Transformability Relationships among Goods.

[BibT_eX]

Proceedings of the EUMAS 2005, 2005

Robust Bayesian Linear Classifier Ensembles.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning: ECML 2005, 2005

Auctioning Substitutable Goods.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Research and Development, 2005

Classification Algorithms for Biomedical Volume Datasets.

[BibT_eX]

[DOI]

Proceedings of the Current Topics in Artificial Intelligence, 2005

2004

Maximum a Posteriori Tree Augmented Naive Bayes Classifiers.

[BibT_eX]

[DOI]

Proceedings of the Discovery Science, 7th International Conference, 2004

Towards Automated Procurement via Agent-Aware Negotiation Support.

[BibT_eX]

[DOI]

A. Reyes

Francesc X. Noria

Proceedings of the 3rd International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2004), 2004

iBundler: An Agent-Based Decision Support Service for Combinatorial Negotiations.

[BibT_eX]

[DOI]

Antonio Reyes-Moro

Francesc X. Noria

Proceedings of the Nineteenth National Conference on Artificial Intelligence, 2004

2003

Tractable Bayesian Learning of Tree Augmented Naive Bayes Models.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2003

Agent-based decision support for actual-world procurement scenarios.

[BibT_eX]

[DOI]

Proceedings of the 2003 IEEE/WIC International Conference on Intelligent Agent Technology (IAT 2003), 2003

The Indifferent Naive Bayes Classifier.

[BibT_eX]

[DOI]

Proceedings of the Sixteenth International Florida Artificial Intelligence Research Society Conference, 2003

Negotiation Support in Highly-Constrained Trading Scenarios.

[BibT_eX]

[DOI]

Proceedings of the Current Topics in Artificial Intelligence, 2003

2002

Quotes: A Negotiation Tool for Industrial E-Procurement.

[BibT_eX]

Antonio Reyes-Moro

Maite López-Sánchez

D. Gutierrez-Magallanes

Proceedings of the ICEIS 2002, 2002

1999

Applying General Bayesian Techniques to Improve TAN Induction.

[BibT_eX]

[DOI]

Proceedings of the Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1999

1998

Comparing Information-Theoretic Attribute Selection Measures: A Statistical Approach.

[BibT_eX]

[DOI]

Pere Garcia

AI Commun., 1998

Knowledge Discovery with Qualitative Influences and Synergies.

[BibT_eX]

[DOI]

Proceedings of the Principles of Data Mining and Knowledge Discovery, 1998

A New Approach to Rule Interest Measures.

[BibT_eX]

[DOI]

Proceedings of the Fifteenth National Conference on Artificial Intelligence and Tenth Innovative Applications of Artificial Intelligence Conference, 1998

A First Analysis of Qualitative Influences and Synergies.

[BibT_eX]

[DOI]

Proceedings of the Fifteenth National Conference on Artificial Intelligence and Tenth Innovative Applications of Artificial Intelligence Conference, 1998

1997

Proposal and Empirical Comparison of a Parallelizable Distance-Based Discretization Method.

[BibT_eX]

[DOI]