2018 publications

PDF Classification of Malware by Using Structural Entropy on Convolutional Neural Networks.
Daniel Gibert, Carles Mateu, Jordi Planes, and Ramon Vicens.
Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018.

 

PDF An End-to-End Deep Learning Architecture for Classification of Malware’s Binary Content.
Daniel Gibert, Carles Mateu, and Jordi Planes.
Artificial Neural Networks and Machine Learning – {ICANN} 2018 – 27th International Conference on Artificial Neural Networks, Rhodes, Greece, October 4-7, 2018, Proceedings, Part {III}.

 

PDF Clause Branching in MaxSAT and MinSAT.
Josep Argelich, Chu Min Li, Felip Manyà, and Joan Ramon Soler.
Artificial Intelligence Research and Development – Current Challenges, New Trends and Applications, {CCIA} 2018, 21st International Conference of the Catalan Association for Artificial Intelligence, Alt Empordà, Catalonia, Spain, 8-10th October 2018.

 

PDF A distributed argumentation algorithm for mining consistent opinions in weighted Twitter discussions.
Teresa Alsinet, Josep Argelich, Ramón Béjar, and Joel Cemeli.
Soft. Computing.

 

PDF An argumentative approach for discovering relevant opinions in Twitter with probabilistic valued relationships.
Teresa Alsinet, Josep Argelich, Ramón Béjar, Cèsar Fernández, Carles Mateu, and Jordi Planes.
Pattern Recognition Letters.

 

PDF A Probabilistic Author-Centered Model for Twitter Discussions.
Teresa Alsinet, Josep Argelich, Ramón Béjar, Francesc Esteva, and Lluis Godo.
Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations – 17th International Conference, {IPMU} 2018, Cádiz, Spain, June 11-15, 2018, Proceedings, Part {II}.

 

PDF An Argumentation Approach for Agreement Analysis in Reddit Debates.
Teresa Alsinet, Josep Argelich, Ramón Béjar, and Santi Martínez.
Artificial Intelligence Research and Development – Current Challenges, New Trends and Applications, {CCIA} 2018, 21st International Conference of the Catalan Association for Artificial Intelligence, Alt Empordà, Catalonia, Spain, 8-10th October 2018.