Carles Mateu

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 22

Top Topics

Crossword Puzzles

Top Venues

Environ. Model. Softw.

Publications

Marc Ribalta, Josep Pueyo-Ros, Lluís Corominas, Ramón Béjar, Carles Mateu, Edgar Rubión
Explainable Machine Learning Models for Predicting COVID-19 Cases in Catalonia Based on Wastewater Monitoring Data. CCIA (2023)
Daniel Gibert, Matt Fredrikson, Carles Mateu, Jordi Planes, Quan Le
Enhancing the insertion of NOP instructions to obfuscate malware via deep reinforcement learning. Comput. Secur. 113 (2022)
Daniel Gibert, Jordi Planes, Carles Mateu, Quan Le
Fusing feature engineering and deep learning: A case study for malware classification. Expert Syst. Appl. 207 (2022)
Daniel Gibert, Carles Mateu, Jordi Planes, Quan Le
Fusing Feature Engineering and Deep Learning: A Case Study for Malware Classification. CoRR (2022)
Daniel Gibert, Matt Fredrikson, Carles Mateu, Jordi Planes, Quan Le
Enhancing the Insertion of NOP Instructions to Obfuscate Malware via Deep Reinforcement Learning. CoRR (2021)
Daniel Gibert, Carles Mateu, Jordi Planes, João Marques-Silva
Auditing static machine learning anti-Malware tools against metamorphic attacks. Comput. Secur. 102 (2021)
Daniel Gibert, Carles Mateu, Jordi Planes
HYDRA: A multimodal deep learning framework for malware classification. Comput. Secur. 95 (2020)
Daniel Gibert, Carles Mateu, Jordi Planes
Orthrus: A Bimodal Learning Architecture for Malware Classification. IJCNN (2020)
Daniel Gibert, Carles Mateu, Jordi Planes
The rise of machine learning for detection and classification of malware: Research developments, trends and challenges. J. Netw. Comput. Appl. 153 (2020)
Daniel Gibert, Carles Mateu, Jordi Planes
A Hierarchical Convolutional Neural Network for Malware Classification. IJCNN (2019)
Daniel Gibert, Carles Mateu, Jordi Planes, Ramon Vicens
Using convolutional neural networks for classification of malware represented as images. J. Comput. Virol. Hacking Tech. 15 (1) (2019)
Daniel Gibert, Alba Lamas, Ruben Martins, Carles Mateu, Jordi Planes
An Android Malware Detection Framework Using Graph Embeddings and Convolutional Neural Networks. CCIA (2019)
Daniel Gibert, Carles Mateu, Jordi Planes, Ramon Vicens
Classification of Malware by Using Structural Entropy on Convolutional Neural Networks. AAAI (2018)
Daniel Gibert, Carles Mateu, Jordi Planes
An End-to-End Deep Learning Architecture for Classification of Malware's Binary Content. ICANN (3) (2018)
Teresa Alsinet, Josep Argelich, Ramón Béjar, Cèsar Fernández, Carles Mateu, Jordi Planes
An argumentative approach for discovering relevant opinions in Twitter with probabilistic valued relationships. Pattern Recognit. Lett. 105 (2018)
Teresa Alsinet, Josep Argelich, Ramón Béjar, Cèsar Fernández, Carles Mateu, Jordi Planes
Weighted argumentation for analysis of discussions in Twitter. Int. J. Approx. Reason. 85 (2017)
Daniel Gibert, Javier Béjar, Carles Mateu, Jordi Planes, Daniel Solis, Ramon Vicens
Convolutional Neural Networks for Classification of Malware Assembly Code. CCIA (2017)
Teresa Alsinet, Josep Argelich, Ramón Béjar, Cèsar Fernández, Carles Mateu, Jordi Planes
Support Analysis of Weighted Discussions in Twitter. CCIA (2016)
Cèsar Fernández, Carles Mateu, Raul Moral, Francina Sole-Mauri
A predictor model for the composting process on an industrial scale based on Markov processes. Environ. Model. Softw. 79 (2016)
Josep Argelich, Ramón Béjar, Cèsar Fernández, Carles Mateu, Jordi Planes
On the performance of MaxSAT and MinSAT solvers on 2SAT-MaxOnes. Ann. Math. Artif. Intell. 77 (1-2) (2016)
Teresa Alsinet, Ramón Béjar, Cèsar Fernández, Francesc Guitart, Carles Mateu
Solving the Routing and Wavelength Assignment problem with conflict-driven ASP solvers. AI Commun. 28 (1) (2015)
Cèsar Fernández, Felip Manyà, Carles Mateu, Francina Sole-Mauri
Approximate dynamic programming for automated vacuum waste collection systems. Environ. Model. Softw. 67 (2015)
Cèsar Fernández, Felip Manyà, Carles Mateu, Francina Sole-Mauri
Modeling energy consumption in automated vacuum waste collection systems. Environ. Model. Softw. 56 (2014)
Ramón Béjar, Cèsar Fernández, Carles Mateu, Francesc Guitart
Solving Routing and Wavelength Assignment Problem with Conflict-Driven ASP Solvers. CCIA (2013)
Carlos Ansótegui, Ramón Béjar, Cèsar Fernández, Carles Mateu
On the hardness of solving edge matching puzzles as SAT or CSP problems. Constraints An Int. J. 18 (1) (2013)
Ramón Béjar, Cèsar Fernández, Carles Mateu, Magda Valls
The Sudoku completion problem with rectangular hole pattern is NP-complete. Discret. Math. 312 (22) (2012)
Ramón Béjar, Cèsar Fernández, Carles Mateu, Felip Manyà, Francina Sole-Mauri, David Vidal
The Automated Vacuum Waste Collection Optimization Problem. AAAI (2012)
Ramón Béjar, Cèsar Fernández, Felip Manyà, Carles Mateu, Francina Sole-Mauri
Optimizing Energy Consumption in Automated Vacuum Waste Collection Systems. ICTAI (2012)
Ramón Béjar, Cèsar Fernández, Francesc Guitart, Carles Mateu
Towards an Efficient Use of Resources in All-Optical Networks. CCIA (2011)
Carlos Ansótegui, Ramón Béjar, Cèsar Fernández, Carla P. Gomes, Carles Mateu
Generating highly balanced sudoku problems as hard problems. J. Heuristics 17 (5) (2011)
Josep Argelich, Ramón Béjar, Cèsar Fernández, Carles Mateu
On 2SAT-MaxOnes with Unbalanced Polarity: from Easy Problems to Hard MaxClique Problems. CCIA (2011)
Carlos Ansótegui, Ramón Béjar, Cèsar Fernández, Francesc Guitart, Carles Mateu
Solving Pseudo-Boolean Modularity Constraints. ECAI (2010)
Ramón Béjar, Cèsar Fernández, Carles Mateu, Nuria Pascual
Bounding the Phase Transition on Edge Matching Puzzles. ISMVL (2009)
Carlos Ansótegui, Ramón Béjar, Cèsar Fernández, Carles Mateu
Edge Matching Puzzles as Hard SAT/CSP Benchmarks. CP (2008)
Carlos Ansótegui, Ramón Béjar, Cèsar Fernández, Carles Mateu
Generating Hard SAT/CSP Instances Using Expander Graphs. AAAI (2008)
Carlos Ansótegui, Ramón Béjar, Cèsar Fernández, Carles Mateu
How Hard is a Commercial Puzzle: the Eternity II Challenge. CCIA (2008)
Carlos Ansótegui, Ramón Béjar, Cèsar Fernández, Carles Mateu
From High Girth Graphs to Hard Instances. CP (2008)
Carlos Ansótegui, Ramón Béjar, Cèsar Fernández, Carles Mateu
Hard SAT and CSP instances with Expander Graphs. ISAIM (2008)
Carlos Ansótegui, Ramón Béjar, Cèsar Fernández, Carles Mateu
On Balanced CSPs with High Treewidth. AAAI (2007)
Carlos Ansótegui, Ramón Béjar, Cèsar Fernández, Carla P. Gomes, Carles Mateu
The Impact of Balancing on Problem Hardness in a Highly Structured Domain. AAAI (2006)
Ramón Béjar, Cèsar Fernández, Carles Mateu
Statistical Modelling of CSP Solving Algorithms Performance. CP (2005)