BibTeX records: Carles Mateu

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@inproceedings{DBLP:conf/ccia/RibaltaPCBMR23,
  author       = {Marc Ribalta and
                  Josep Pueyo{-}Ros and
                  Llu{\'{\i}}s Corominas and
                  Ram{\'{o}}n B{\'{e}}jar and
                  Carles Mateu and
                  Edgar Rubi{\'{o}}n},
  title        = {Explainable Machine Learning Models for Predicting {COVID-19} Cases
                  in Catalonia Based on Wastewater Monitoring Data},
  booktitle    = {{CCIA}},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {375},
  pages        = {262--266},
  publisher    = {{IOS} Press},
  year         = {2023}
}

@article{DBLP:journals/compsec/GibertFMPL22,
  author       = {Daniel Gibert and
                  Matt Fredrikson and
                  Carles Mateu and
                  Jordi Planes and
                  Quan Le},
  title        = {Enhancing the insertion of {NOP} instructions to obfuscate malware
                  via deep reinforcement learning},
  journal      = {Comput. Secur.},
  volume       = {113},
  pages        = {102543},
  year         = {2022}
}

@article{DBLP:journals/eswa/GibertPML22,
  author       = {Daniel Gibert and
                  Jordi Planes and
                  Carles Mateu and
                  Quan Le},
  title        = {Fusing feature engineering and deep learning: {A} case study for malware
                  classification},
  journal      = {Expert Syst. Appl.},
  volume       = {207},
  pages        = {117957},
  year         = {2022}
}

@article{DBLP:journals/corr/abs-2206-05735,
  author       = {Daniel Gibert and
                  Carles Mateu and
                  Jordi Planes and
                  Quan Le},
  title        = {Fusing Feature Engineering and Deep Learning: {A} Case Study for Malware
                  Classification},
  journal      = {CoRR},
  volume       = {abs/2206.05735},
  year         = {2022}
}

@article{DBLP:journals/compsec/GibertMPM21,
  author       = {Daniel Gibert and
                  Carles Mateu and
                  Jordi Planes and
                  Jo{\~{a}}o Marques{-}Silva},
  title        = {Auditing static machine learning anti-Malware tools against metamorphic
                  attacks},
  journal      = {Comput. Secur.},
  volume       = {102},
  pages        = {102159},
  year         = {2021}
}

@article{DBLP:journals/corr/abs-2111-09626,
  author       = {Daniel Gibert and
                  Matt Fredrikson and
                  Carles Mateu and
                  Jordi Planes and
                  Quan Le},
  title        = {Enhancing the Insertion of {NOP} Instructions to Obfuscate Malware
                  via Deep Reinforcement Learning},
  journal      = {CoRR},
  volume       = {abs/2111.09626},
  year         = {2021}
}

@article{DBLP:journals/compsec/GibertMP20,
  author       = {Daniel Gibert and
                  Carles Mateu and
                  Jordi Planes},
  title        = {{HYDRA:} {A} multimodal deep learning framework for malware classification},
  journal      = {Comput. Secur.},
  volume       = {95},
  pages        = {101873},
  year         = {2020}
}

@article{DBLP:journals/jnca/GibertMP20,
  author       = {Daniel Gibert and
                  Carles Mateu and
                  Jordi Planes},
  title        = {The rise of machine learning for detection and classification of malware:
                  Research developments, trends and challenges},
  journal      = {J. Netw. Comput. Appl.},
  volume       = {153},
  pages        = {102526},
  year         = {2020}
}

@inproceedings{DBLP:conf/ijcnn/GibertMP20,
  author       = {Daniel Gibert and
                  Carles Mateu and
                  Jordi Planes},
  title        = {Orthrus: {A} Bimodal Learning Architecture for Malware Classification},
  booktitle    = {{IJCNN}},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2020}
}

@article{DBLP:journals/virology/GibertMPV19,
  author       = {Daniel Gibert and
                  Carles Mateu and
                  Jordi Planes and
                  Ramon Vicens},
  title        = {Using convolutional neural networks for classification of malware
                  represented as images},
  journal      = {J. Comput. Virol. Hacking Tech.},
  volume       = {15},
  number       = {1},
  pages        = {15--28},
  year         = {2019}
}

@inproceedings{DBLP:conf/ccia/GibertLMMP19,
  author       = {Daniel Gibert and
                  Alba Lamas and
                  Ruben Martins and
                  Carles Mateu and
                  Jordi Planes},
  title        = {An Android Malware Detection Framework Using Graph Embeddings and
                  Convolutional Neural Networks},
  booktitle    = {{CCIA}},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {319},
  pages        = {45--53},
  publisher    = {{IOS} Press},
  year         = {2019}
}

@inproceedings{DBLP:conf/ijcnn/GibertMP19,
  author       = {Daniel Gibert and
                  Carles Mateu and
                  Jordi Planes},
  title        = {A Hierarchical Convolutional Neural Network for Malware Classification},
  booktitle    = {{IJCNN}},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2019}
}

@article{DBLP:journals/prl/AlsinetABFMP18,
  author       = {Teresa Alsinet and
                  Josep Argelich and
                  Ram{\'{o}}n B{\'{e}}jar and
                  C{\`{e}}sar Fern{\'{a}}ndez and
                  Carles Mateu and
                  Jordi Planes},
  title        = {An argumentative approach for discovering relevant opinions in Twitter
                  with probabilistic valued relationships},
  journal      = {Pattern Recognit. Lett.},
  volume       = {105},
  pages        = {191--199},
  year         = {2018}
}

@inproceedings{DBLP:conf/aaai/GibertMPV18,
  author       = {Daniel Gibert and
                  Carles Mateu and
                  Jordi Planes and
                  Ramon Vicens},
  title        = {Classification of Malware by Using Structural Entropy on Convolutional
                  Neural Networks},
  booktitle    = {{AAAI}},
  pages        = {7759--7764},
  publisher    = {{AAAI} Press},
  year         = {2018}
}

@inproceedings{DBLP:conf/icann/GibertMP18,
  author       = {Daniel Gibert and
                  Carles Mateu and
                  Jordi Planes},
  title        = {An End-to-End Deep Learning Architecture for Classification of Malware's
                  Binary Content},
  booktitle    = {{ICANN} {(3)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11141},
  pages        = {383--391},
  publisher    = {Springer},
  year         = {2018}
}

@article{DBLP:journals/ijar/AlsinetABFMP17,
  author       = {Teresa Alsinet and
                  Josep Argelich and
                  Ram{\'{o}}n B{\'{e}}jar and
                  C{\`{e}}sar Fern{\'{a}}ndez and
                  Carles Mateu and
                  Jordi Planes},
  title        = {Weighted argumentation for analysis of discussions in Twitter},
  journal      = {Int. J. Approx. Reason.},
  volume       = {85},
  pages        = {21--35},
  year         = {2017}
}

@inproceedings{DBLP:conf/ccia/GibertBMPSV17,
  author       = {Daniel Gibert and
                  Javier B{\'{e}}jar and
                  Carles Mateu and
                  Jordi Planes and
                  Daniel Solis and
                  Ramon Vicens},
  title        = {Convolutional Neural Networks for Classification of Malware Assembly
                  Code},
  booktitle    = {{CCIA}},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {300},
  pages        = {221--226},
  publisher    = {{IOS} Press},
  year         = {2017}
}

@article{DBLP:journals/amai/ArgelichBFMP16,
  author       = {Josep Argelich and
                  Ram{\'{o}}n B{\'{e}}jar and
                  C{\`{e}}sar Fern{\'{a}}ndez and
                  Carles Mateu and
                  Jordi Planes},
  title        = {On the performance of MaxSAT and MinSAT solvers on 2SAT-MaxOnes},
  journal      = {Ann. Math. Artif. Intell.},
  volume       = {77},
  number       = {1-2},
  pages        = {43--66},
  year         = {2016}
}

@article{DBLP:journals/envsoft/FernandezMMS16,
  author       = {C{\`{e}}sar Fern{\'{a}}ndez and
                  Carles Mateu and
                  Raul Moral and
                  Francina Sole{-}Mauri},
  title        = {A predictor model for the composting process on an industrial scale
                  based on Markov processes},
  journal      = {Environ. Model. Softw.},
  volume       = {79},
  pages        = {156--166},
  year         = {2016}
}

@inproceedings{DBLP:conf/ccia/AlsinetABFMP16,
  author       = {Teresa Alsinet and
                  Josep Argelich and
                  Ram{\'{o}}n B{\'{e}}jar and
                  C{\`{e}}sar Fern{\'{a}}ndez and
                  Carles Mateu and
                  Jordi Planes},
  title        = {Support Analysis of Weighted Discussions in Twitter},
  booktitle    = {{CCIA}},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {288},
  pages        = {197--206},
  publisher    = {{IOS} Press},
  year         = {2016}
}

@article{DBLP:journals/aicom/AlsinetBFGM15,
  author       = {Teresa Alsinet and
                  Ram{\'{o}}n B{\'{e}}jar and
                  C{\`{e}}sar Fern{\'{a}}ndez and
                  Francesc Guitart and
                  Carles Mateu},
  title        = {Solving the Routing and Wavelength Assignment problem with conflict-driven
                  {ASP} solvers},
  journal      = {{AI} Commun.},
  volume       = {28},
  number       = {1},
  pages        = {21--34},
  year         = {2015}
}

@article{DBLP:journals/envsoft/FernandezMMS15,
  author       = {C{\`{e}}sar Fern{\'{a}}ndez and
                  Felip Many{\`{a}} and
                  Carles Mateu and
                  Francina Sole{-}Mauri},
  title        = {Approximate dynamic programming for automated vacuum waste collection
                  systems},
  journal      = {Environ. Model. Softw.},
  volume       = {67},
  pages        = {128--137},
  year         = {2015}
}

@article{DBLP:journals/envsoft/FernandezMMS14,
  author       = {C{\`{e}}sar Fern{\'{a}}ndez and
                  Felip Many{\`{a}} and
                  Carles Mateu and
                  Francina Sole{-}Mauri},
  title        = {Modeling energy consumption in automated vacuum waste collection systems},
  journal      = {Environ. Model. Softw.},
  volume       = {56},
  pages        = {63--73},
  year         = {2014}
}

@article{DBLP:journals/constraints/AnsoteguiBFM13,
  author       = {Carlos Ans{\'{o}}tegui and
                  Ram{\'{o}}n B{\'{e}}jar and
                  C{\`{e}}sar Fern{\'{a}}ndez and
                  Carles Mateu},
  title        = {On the hardness of solving edge matching puzzles as {SAT} or {CSP}
                  problems},
  journal      = {Constraints An Int. J.},
  volume       = {18},
  number       = {1},
  pages        = {7--37},
  year         = {2013}
}

@inproceedings{DBLP:conf/ccia/BejarFMG13,
  author       = {Ram{\'{o}}n B{\'{e}}jar and
                  C{\`{e}}sar Fern{\'{a}}ndez and
                  Carles Mateu and
                  Francesc Guitart},
  title        = {Solving Routing and Wavelength Assignment Problem with Conflict-Driven
                  {ASP} Solvers},
  booktitle    = {{CCIA}},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {256},
  pages        = {60--63},
  publisher    = {{IOS} Press},
  year         = {2013}
}

@article{DBLP:journals/dm/BejarFMV12,
  author       = {Ram{\'{o}}n B{\'{e}}jar and
                  C{\`{e}}sar Fern{\'{a}}ndez and
                  Carles Mateu and
                  Magda Valls},
  title        = {The Sudoku completion problem with rectangular hole pattern is NP-complete},
  journal      = {Discret. Math.},
  volume       = {312},
  number       = {22},
  pages        = {3306--3315},
  year         = {2012}
}

@inproceedings{DBLP:conf/aaai/BejarFMMSV12,
  author       = {Ram{\'{o}}n B{\'{e}}jar and
                  C{\`{e}}sar Fern{\'{a}}ndez and
                  Carles Mateu and
                  Felip Many{\`{a}} and
                  Francina Sole{-}Mauri and
                  David Vidal},
  title        = {The Automated Vacuum Waste Collection Optimization Problem},
  booktitle    = {{AAAI}},
  pages        = {264--266},
  publisher    = {{AAAI} Press},
  year         = {2012}
}

@inproceedings{DBLP:conf/ictai/BejarFMMS12,
  author       = {Ram{\'{o}}n B{\'{e}}jar and
                  C{\`{e}}sar Fern{\'{a}}ndez and
                  Felip Many{\`{a}} and
                  Carles Mateu and
                  Francina Sole{-}Mauri},
  title        = {Optimizing Energy Consumption in Automated Vacuum Waste Collection
                  Systems},
  booktitle    = {{ICTAI}},
  pages        = {291--298},
  publisher    = {{IEEE} Computer Society},
  year         = {2012}
}

@article{DBLP:journals/heuristics/AnsoteguiBFGM11,
  author       = {Carlos Ans{\'{o}}tegui and
                  Ram{\'{o}}n B{\'{e}}jar and
                  C{\`{e}}sar Fern{\'{a}}ndez and
                  Carla P. Gomes and
                  Carles Mateu},
  title        = {Generating highly balanced sudoku problems as hard problems},
  journal      = {J. Heuristics},
  volume       = {17},
  number       = {5},
  pages        = {589--614},
  year         = {2011}
}

@inproceedings{DBLP:conf/ccia/ArgelichBFM11,
  author       = {Josep Argelich and
                  Ram{\'{o}}n B{\'{e}}jar and
                  C{\`{e}}sar Fern{\'{a}}ndez and
                  Carles Mateu},
  title        = {On 2SAT-MaxOnes with Unbalanced Polarity: from Easy Problems to Hard
                  MaxClique Problems},
  booktitle    = {{CCIA}},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {232},
  pages        = {21--30},
  publisher    = {{IOS} Press},
  year         = {2011}
}

@inproceedings{DBLP:conf/ccia/BejarFGM11,
  author       = {Ram{\'{o}}n B{\'{e}}jar and
                  C{\`{e}}sar Fern{\'{a}}ndez and
                  Francesc Guitart and
                  Carles Mateu},
  title        = {Towards an Efficient Use of Resources in All-Optical Networks},
  booktitle    = {{CCIA}},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {232},
  pages        = {61--70},
  publisher    = {{IOS} Press},
  year         = {2011}
}

@inproceedings{DBLP:conf/ecai/AnsoteguiBFGM10,
  author       = {Carlos Ans{\'{o}}tegui and
                  Ram{\'{o}}n B{\'{e}}jar and
                  C{\`{e}}sar Fern{\'{a}}ndez and
                  Francesc Guitart and
                  Carles Mateu},
  title        = {Solving Pseudo-Boolean Modularity Constraints},
  booktitle    = {{ECAI}},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {215},
  pages        = {867--872},
  publisher    = {{IOS} Press},
  year         = {2010}
}

@phdthesis{DBLP:phd/es/Pinol09,
  author       = {Carles Mateu},
  title        = {{CSP} problems as algorithmic benchmarks: measures, methods and models},
  school       = {University of Lleida, Spain},
  year         = {2009}
}

@inproceedings{DBLP:conf/ismvl/BejarFMP09,
  author       = {Ram{\'{o}}n B{\'{e}}jar and
                  C{\`{e}}sar Fern{\'{a}}ndez and
                  Carles Mateu and
                  Nuria Pascual},
  title        = {Bounding the Phase Transition on Edge Matching Puzzles},
  booktitle    = {{ISMVL}},
  pages        = {80--85},
  publisher    = {{IEEE} Computer Society},
  year         = {2009}
}

@inproceedings{DBLP:conf/aaai/AnsoteguiBFM08,
  author       = {Carlos Ans{\'{o}}tegui and
                  Ram{\'{o}}n B{\'{e}}jar and
                  C{\`{e}}sar Fern{\'{a}}ndez and
                  Carles Mateu},
  title        = {Generating Hard {SAT/CSP} Instances Using Expander Graphs},
  booktitle    = {{AAAI}},
  pages        = {1442--1443},
  publisher    = {{AAAI} Press},
  year         = {2008}
}

@inproceedings{DBLP:conf/ccia/AnsoteguiBFM08,
  author       = {Carlos Ans{\'{o}}tegui and
                  Ram{\'{o}}n B{\'{e}}jar and
                  C{\`{e}}sar Fern{\'{a}}ndez and
                  Carles Mateu},
  title        = {How Hard is a Commercial Puzzle: the Eternity {II} Challenge},
  booktitle    = {{CCIA}},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {184},
  pages        = {99--108},
  publisher    = {{IOS} Press},
  year         = {2008}
}

@inproceedings{DBLP:conf/cp/AnsoteguiBFM08,
  author       = {Carlos Ans{\'{o}}tegui and
                  Ram{\'{o}}n B{\'{e}}jar and
                  C{\`{e}}sar Fern{\'{a}}ndez and
                  Carles Mateu},
  title        = {From High Girth Graphs to Hard Instances},
  booktitle    = {{CP}},
  series       = {Lecture Notes in Computer Science},
  volume       = {5202},
  pages        = {298--312},
  publisher    = {Springer},
  year         = {2008}
}

@inproceedings{DBLP:conf/cp/AnsoteguiBFM08a,
  author       = {Carlos Ans{\'{o}}tegui and
                  Ram{\'{o}}n B{\'{e}}jar and
                  C{\`{e}}sar Fern{\'{a}}ndez and
                  Carles Mateu},
  title        = {Edge Matching Puzzles as Hard {SAT/CSP} Benchmarks},
  booktitle    = {{CP}},
  series       = {Lecture Notes in Computer Science},
  volume       = {5202},
  pages        = {560--565},
  publisher    = {Springer},
  year         = {2008}
}

@inproceedings{DBLP:conf/isaim/AnsoteguiBFM08,
  author       = {Carlos Ans{\'{o}}tegui and
                  Ram{\'{o}}n B{\'{e}}jar and
                  C{\`{e}}sar Fern{\'{a}}ndez and
                  Carles Mateu},
  title        = {Hard {SAT} and {CSP} instances with Expander Graphs},
  booktitle    = {{ISAIM}},
  year         = {2008}
}

@inproceedings{DBLP:conf/aaai/AnsoteguiBFM07,
  author       = {Carlos Ans{\'{o}}tegui and
                  Ram{\'{o}}n B{\'{e}}jar and
                  C{\`{e}}sar Fern{\'{a}}ndez and
                  Carles Mateu},
  title        = {On Balanced CSPs with High Treewidth},
  booktitle    = {{AAAI}},
  pages        = {161--166},
  publisher    = {{AAAI} Press},
  year         = {2007}
}

@inproceedings{DBLP:conf/aaai/AnsoteguiBFGM06,
  author       = {Carlos Ans{\'{o}}tegui and
                  Ram{\'{o}}n B{\'{e}}jar and
                  C{\`{e}}sar Fern{\'{a}}ndez and
                  Carla P. Gomes and
                  Carles Mateu},
  title        = {The Impact of Balancing on Problem Hardness in a Highly Structured
                  Domain},
  booktitle    = {{AAAI}},
  pages        = {10--15},
  publisher    = {{AAAI} Press},
  year         = {2006}
}

@inproceedings{DBLP:conf/cp/BejarFM05,
  author       = {Ram{\'{o}}n B{\'{e}}jar and
                  C{\`{e}}sar Fern{\'{a}}ndez and
                  Carles Mateu},
  title        = {Statistical Modelling of {CSP} Solving Algorithms Performance},
  booktitle    = {{CP}},
  series       = {Lecture Notes in Computer Science},
  volume       = {3709},
  pages        = {861},
  publisher    = {Springer},
  year         = {2005}
}
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