Publications

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2019

Adaptive and Approximate Incremental Graph Pattern Matching with Reinforcement Learning

25TH IEEE INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING, DATA, AND ANALYTICS

H. Kanezashi, T. Suzumura, D. Garcia-Gasulla, and S. Matsuoka

2018

An Out-of-the-box Full-Network Embedding for Convolutional Neural Networks

2018 IEEE International Conference on Big Knowledge (ICBK)

D. Garcia-Gasulla, A. Vilalta, F. Parés, E. Ayguadé, J. Labarta, U. Cortés, and T. Suzumura
On the Behavior of Convolutional Nets for Feature Extraction

Journal of Artificial Intelligence Research (JAIR)

D. Garcia-Gasulla, F. Parés, A. Vilalta, J. Moreno, E. Ayguadé, J. Labarta, U. Cortés, and T. Suzumura

2017

ORCHESTRA: An asynchronous wait-free distributed GVT algorithm

2017 IEEE/ACM 21st International Symposium on Distributed Simulation and Real-Time Applications (DS-RT)

T. Tocci, A. Pellegrini, F. Quaglia, J. Casanovas-García, and T. Suzumura
Fluid Communities: A Competitive, Scalable and Diverse Community Detection Algorithm

Studies in Computational IntelligenceComplex Networks & Their Applications VI

F. Parés, D. Garcia Gasulla, A. Vilalta, J. Moreno, E. Ayguadé, J. Labarta, U. Cortés, and T. Suzumura
Building Graph Representations of Deep Vector Embeddings

Proceedings of the 2nd Workshop on Semantic Deep Learning (SemDeep-2)

D. Garcia-Gasulla, A. Vilalta, F. Parés, J. Moreno, E. Ayguadé, J. Labarta, U. Cortés, and T. Suzumura
Full-Network Embedding in a Multimodal Embedding Pipeline

Proceedings of the 2nd Workshop on Semantic Deep Learning (SemDeep - 2)

A. Vilalta, D. Garcia-Gasulla, F. Parés, J. Moreno, E. Ayguadé, J. Labarta, U. Cortés, and T. Suzumura
High-Performance Graph Data Management and Mining in Cloud Environments with X10

Computer Communications and NetworksCloud Computing

M. Dayarathna, and T. Suzumura
An incremental local-first community detection method for dynamic graphs

2016 IEEE International Conference on Big Data (Big Data)

H. Kanezashi, and T. Suzumura
A visual embedding for the unsupervised extraction of abstract semantics

Cognitive Systems Research

D. Garcia-Gasulla, E. Ayguade, J. Labarta, J.. Béjar, U.. Cortés, T. Suzumura, and R.. Chen

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