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Igor Nunes
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Combining spatial and social awareness in d2d opportunistic routing
IO Nunes, C Celes, I Nunes, POSV de Melo, AAF Loureiro
IEEE Communications Magazine 56 (1), 128-135, 2018
312018
GraphHD: Efficient graph classification using hyperdimensional computing
I Nunes, M Heddes, T Givargis, A Nicolau, A Veidenbaum
2022 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2022
272022
Torchhd: An open source Python library to support research on hyperdimensional computing and vector symbolic architectures
M Heddes, I Nunes, P Vergés, D Kleyko, D Abraham, T Givargis, ...
Journal of Machine Learning Research 24 (255), 1-10, 2023
18*2023
Hyperdimensional Hashing: A Robust and Efficient Dynamic Hash Table
M Heddes, I Nunes, T Givargis, A Nicolau, A Veidenbaum
Proceedings of the 59th ACM/IEEE Design Automation Conference (DAC), 907–912, 2022
112022
An Extension to Basis-Hypervectors for Learning from Circular Data in Hyperdimensional Computing
I Nunes, M Heddes, T Givargis, A Nicolau
Proceedings of the 60th ACM/IEEE Design Automation Conference (DAC), 2023
72023
Multi-layered control applied to autonomous robot soccer
IO Nunes, TX Freitas, IO Nunes, MV Couto, JW Brito, LS Paulucio
IEEE Latin American Robotics Competition, 2014
52014
An approach to dealing with missing values in heterogeneous data using k-nearest neighbors
DEN Frossard, IO Nunes, RA Krohling
arXiv preprint arXiv:1608.04037, 2016
42016
Deployment of a robotic soccer team using a multilayered control architecture
IO Nunes, MVC Couto, LS Paulucio, TX Freitas, GA Santos, DF Tavares, ...
IEEE Latin American Robotics Competition, 2015
42015
Classification using Hyperdimensional Computing: A Review with Comparative Analysis
P Vergés, M Heddes, I Nunes, T Givargis, A Nicolau
32023
Accelerating Permute and N-Gram Operations for Hyperdimensional Learning in Embedded Systems
P Vergés, I Nunes, M Heddes, T Givargis, A Nicolau
2023 IEEE 29th International Conference on Embedded and Real-Time Computing …, 2023
32023
HDCC: A Hyperdimensional Computing compiler for classification on embedded systems and high-performance computing
P Vergés, M Heddes, I Nunes, T Givargis, A Nicolau
arXiv preprint arXiv:2304.12398, 2023
32023
A transient equivalence between Aldous-Broder and Wilson's algorithms and a two-stage framework for generating uniform spanning trees
I Nunes, G Iacobelli, DR Figueiredo
arXiv preprint arXiv:2206.12378, 2022
32022
DotHash: Estimating Set Similarity Metrics for Link Prediction and Document Deduplication
I Nunes, M Heddes, P Vergés, D Abraham, A Veidenbaum, A Nicolau, ...
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
22023
A Contextual Hierarchical Graph Model for Generating Random Sequences of Objects with Application to Music Playlists
I de Oliveira Nunes, GMC Leite, DR Figueiredo
2019 8th IEEE Brazilian Conference on Intelligent Systems (BRACIS), 72-77, 2019
1*2019
Molecular Classification Using Hyperdimensional Graph Classification
P Verges, I Nunes, M Heddes, T Givargis, A Nicolau
arXiv preprint arXiv:2403.12307, 2024
2024
Convolution and Cross-Correlation of Count Sketches Enables Fast Cardinality Estimation of Multi-Join Queries
M Heddes, I Nunes, T Givargis, A Nicolau
arXiv preprint arXiv:2402.15953, 2024
2024
A Study of Random Walk Based Algorithms for Efficient Generation of Uniform Spanning Trees
I de Oliveira Nunes
Universidade Federal do Rio de Janeiro, 2020
2020
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Articles 1–17