Gabriel de Souza Pereira Moreira

Orcid: 0000-0002-9745-5014

According to our database1, Gabriel de Souza Pereira Moreira authored at least 27 papers between 2009 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
LlamaRec: Two-Stage Recommendation using Large Language Models for Ranking.
CoRR, 2023

Investigating the effects of incremental training on neural ranking models.
Proceedings of the 17th ACM Conference on Recommender Systems, 2023

2022
Building and Deploying a Multi-Stage Recommender System with Merlin.
Proceedings of the RecSys '22: Sixteenth ACM Conference on Recommender Systems, Seattle, WA, USA, September 18, 2022

Training and Deploying Multi-Stage Recommender Systems.
Proceedings of the RecSys '22: Sixteenth ACM Conference on Recommender Systems, Seattle, WA, USA, September 18, 2022

Reducing the Friction for Building Recommender Systems with Merlin.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2021
Synthetic Data and Simulators for Recommendation Systems: Current State and Future Directions.
CoRR, 2021

Transformers with multi-modal features and post-fusion context for e-commerce session-based recommendation.
CoRR, 2021

Using Deep Learning to Win the Booking.com WSDM WebTour21 Challenge on Sequential Recommendations.
Proceedings of the Workshop on Web Tourism co-located with the 14th ACM International WSDM Conference (WSDM 2021), 2021

Transformers4Rec: Bridging the Gap between NLP and Sequential / Session-Based Recommendation.
Proceedings of the RecSys '21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, The Netherlands, 27 September 2021, 2021

End-to-End Session-Based Recommendation on GPU.
Proceedings of the RecSys '21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, The Netherlands, 27 September 2021, 2021

2020
Hybrid Session-based News Recommendation using Recurrent Neural Networks.
CoRR, 2020

CHAMELEON: A Deep Learning Meta-Architecture for News Recommender Systems [Phd. Thesis].
CoRR, 2020

GPU Accelerated Feature Engineering and Training for Recommender Systems.
Proceedings of the RecSys Challenge '20: Proceedings of the Recommender Systems Challenge 2020, 2020

Why Are Deep Learning Models Not Consistently Winning Recommender Systems Competitions Yet?: A Position Paper.
Proceedings of the RecSys Challenge '20: Proceedings of the Recommender Systems Challenge 2020, 2020

2019
Contextual Hybrid Session-Based News Recommendation With Recurrent Neural Networks.
IEEE Access, 2019

On the Importance of News Content Representation in Hybrid Neural Session-based Recommender Systems.
Proceedings of the 7th International Workshop on News Recommendation and Analytics in conjunction with 13th ACM Conference on Recommender Systems, 2019

2018
News Session-Based Recommendations using Deep Neural Networks.
Proceedings of the 3rd Workshop on Deep Learning for Recommender Systems, 2018

CHAMELEON: a deep learning meta-architecture for news recommender systems.
Proceedings of the 12th ACM Conference on Recommender Systems, 2018

2016
A Recommender System to tackle Enterprise Collaboration.
Proceedings of the 10th ACM Conference on Recommender Systems, 2016

2015
Comparing Offline and Online Recommender System Evaluations on Long-tail Distributions.
Proceedings of the Poster Proceedings of the 9th ACM Conference on Recommender Systems, 2015

A Software Framework for Identifying the Law of Demeter Violations.
Proceedings of the 12th International Conference on Information Technology, 2015

2014
Recognizing the Brazilian Signs Language Alphabet with Neural Networks over Visual 3D Data Sensor.
Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2014, 2014

2011
METACOM: Um Método para Análise de Correlação entre Métricas de Produto de Software e Propensão a Manutenção.
Proceedings of the 10th Brazilian Symposium on Software Quality, 2011

2010
Software Product Measurement and Analysis in a Continuous Integration Environment.
Proceedings of the Seventh International Conference on Information Technology: New Generations, 2010

ETL Process Model for a Manufacture Cells Production Line Integration.
Proceedings of the Seventh International Conference on Information Technology: New Generations, 2010

2009
Design Patterns Reuse for Real Time Embedded Software Development.
Proceedings of the Sixth International Conference on Information Technology: New Generations, 2009

Final Inspection for Design Pattern Homologation Using a Real Time Embedded Software in a Production Line.
Proceedings of the Sixth International Conference on Information Technology: New Generations, 2009


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