Pedro O. S. Vaz de Melo

Orcid: 0000-0002-9749-0151

Affiliations:
  • Federal University of Minas Gerais, Computer Science Department (DCC)


According to our database1, Pedro O. S. Vaz de Melo authored at least 95 papers between 2007 and 2022.

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

Timeline

Legend:

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PhD thesis 
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Bibliography

2022
Control Optimisation Baselines for Tidal Range Structures - CoBaseTRS.
Softw. Impacts, December, 2022

Assessing Large-Scale Power Relations among Locations from Mobility Data.
ACM Trans. Knowl. Discov. Data, 2022

Characterizing Nodes and Edges in Dynamic Attributed Networks: A Social-based Approach.
CoRR, 2022

Development and Validation of an AI-Driven Model for the La Rance Tidal Barrage: A Generalisable Case Study.
CoRR, 2022

SocialRoute: A low-cost opportunistic routing strategy based on social contacts.
Ad Hoc Networks, 2022

How Politicians Communicate in Social Media: A Cross-Platform Study.
Proceedings of the WebMedia '22: Brazilian Symposium on Multimedia and Web, Curitiba, Brazil, November 7, 2022

Between acceptance and rejection: challenges for an automatic peer review process.
Proceedings of the JCDL '22: The ACM/IEEE Joint Conference on Digital Libraries in 2022, Cologne, Germany, June 20, 2022

2021
Prediction-Free, Real-Time Flexible Control of Tidal Lagoons through Proximal Policy Optimisation: A Case Study for the Swansea Lagoon.
CoRR, 2021

Long-term Characterization of Political Communications on Social Media.
Proceedings of the WI-IAT '21: IEEE/WIC/ACM International Conference on Web Intelligence, Melbourne VIC Australia, December 14, 2021

SocialRoute: Roteamento Oportunístico de Baixo Custo baseado em Contatos Sociais.
Proceedings of the 39th Brazilian Symposium on Computer Networks and Distributed Systems, 2021

Why Do Document-Level Polarity Classifiers Fail?
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

2020
Do Politicians Talk about Politics? Assessing Online Communication Patterns of Brazilian Politicians.
ACM Trans. Soc. Comput., 2020

Random Playlists Smoothly Commuting Between Styles.
ACM Trans. Multim. Comput. Commun. Appl., 2020

On knowledge-transfer characterization in dynamic attributed networks.
Soc. Netw. Anal. Min., 2020

Elite versus mass polarization on the Brazilian impeachment proceedings of 2016.
Soc. Netw. Anal. Min., 2020

Overcoming Bias in Community Detection Evaluation.
J. Inf. Data Manag., 2020

Using Facebook Data to Measure Cultural Distance between Countries: The Case of Brazilian Cuisine.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Facebook Ads Monitor: An Independent Auditing System for Political Ads on Facebook.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

StinkyCheese: Chat-Based Model for Subscription Classification.
Proceedings of ECML-PKDD 2020 ChAT Discovery Challenge on Chat Analytics for Twitch co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2020 (ECML-PKDD 2020), 2020

Networked Point Process Models Under the Lens of Scrutiny.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

Stop the Clock: Are Timeout Effects Real?
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track, 2020

Evaluating the Evaluation Metrics for Spatial Disease Cluster Detection Algorithms.
Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020

2019
The times they are a-changin' (or not): song lyrics analysis over the years.
Proceedings of the 25th Brazillian Symposium on Multimedia and the Web, 2019

Characterization of the discrepancies between scores and texts of movie reviews.
Proceedings of the 25th Brazillian Symposium on Multimedia and the Web, 2019

O Paradoxo da Viralização de Informação Criptografada no WhatsApp.
Proceedings of the XXXVII Brazilian Symposium on Computer Networks and Distributed Systems, 2019

A Multi-Strategy Approach to Overcoming Bias in Community Detection Evaluation.
Proceedings of the 34th Brazilian Symposium on Databases, 2019

Measuring Power Relations Among Locations From Mobility Data.
Proceedings of the 17th ACM International Symposium on Mobility Management and Wireless Access, 2019

Are We Still Friends? Evaluating Tie Persistence in Mobility Traces.
Proceedings of the 17th ACM International Symposium on Mobility Management and Wireless Access, 2019

Can WhatsApp Counter Misinformation by Limiting Message Forwarding?
Proceedings of the Complex Networks and Their Applications VIII, 2019

Characterizing knowledge-transfer relationships in dynamic attributed networks.
Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019

2018
Is it possible to describe television series from online comments?
J. Internet Serv. Appl., 2018

Who is really in my social circle? - Mining social relationships to improve detection of real communities.
J. Internet Serv. Appl., 2018

STACY: Strength of Ties Automatic-Classifier over the Years.
J. Inf. Data Manag., 2018

Improving Community Detection by Mining Social Interactions.
CoRR, 2018

Combining Spatial and Social Awareness in D2D Opportunistic Routing.
IEEE Commun. Mag., 2018

MOCHA: Um framework para caracterização e comparação de traces de mobilidade.
Proceedings of the XXXVI Brazilian Symposium on Computer Networks and Distributed Systems, 2018

Fast Estimation of Causal Interactions using Wold Processes.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

MOCHA: A Tool for Mobility Characterization.
Proceedings of the 21st ACM International Conference on Modeling, 2018

When Politicians Talk About Politics: Identifying Political Tweets of Brazilian Congressmen.
Proceedings of the Twelfth International Conference on Web and Social Media, 2018

Social-Based Classification of Multiple Interactions in Dynamic Attributed Networks.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017
The strength of the work ties.
Inf. Sci., 2017

A large-scale study of cultural differences using urban data about eating and drinking preferences.
Inf. Syst., 2017

GROUPS-NET: Group meetings aware routing in multi-hop D2D networks.
Comput. Networks, 2017

How to Find the Relevant Words Politicians Use in Twitter?
Proceedings of the 23rd Brazillian Symposium on Multimedia and the Web, 2017

Generating Entity Representation from Online Discussions: Challenges and an Evaluation Framework.
Proceedings of the 23rd Brazillian Symposium on Multimedia and the Web, 2017

The Fast and Winding Roads that Lead to The Doors: Generating Heterogeneous Music Playlists.
Proceedings of the 23rd Brazillian Symposium on Multimedia and the Web, 2017

Tie strength dynamics over temporal co-authorship social networks.
Proceedings of the International Conference on Web Intelligence, 2017

Mineração de Perfis Sociais em Redes Temporais.
Proceedings of the XXXII Simpósio Brasileiro de Banco de Dados, 2017

STACY: Um Novo Algoritmo para Automaticamente Classificar a Força dos Relacionamentos ao Longo dos Anos.
Proceedings of the XXXII Simpósio Brasileiro de Banco de Dados, 2017

GRM: Group Regularity Mobility Model.
Proceedings of the 20th ACM International Conference on Modelling, 2017

Luck is Hard to Beat: The Difficulty of Sports Prediction.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Understanding the role of mobility in real mobile ad-hoc networks connectivity.
Proceedings of the 2017 IEEE Symposium on Computers and Communications, 2017

Tie Strength Persistence and Transformation.
Proceedings of the 11th Alberto Mendelzon International Workshop on Foundations of Data Management and the Web, 2017

2016
Leveraging D2D multihop communication through social group meeting awareness.
IEEE Wirel. Commun., 2016

Burstiness Scale: a highly parsimonious model for characterizing random series of events.
CoRR, 2016

Pervasive forwarding mechanism for mobile social networks.
Comput. Networks, 2016

Integrating, summarizing and visualizing GWAS-hits and human diversity with DANCE (Disease-ANCEstry networks).
Bioinform., 2016

Medindo o tamanho da caixinha de surpresas em ligas de futebol.
Proceedings of the 31º Simpósio Brasileiro de Banco de Dados, 2016

Burstiness Scale: A Parsimonious Model for Characterizing Random Series of Events.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Group mobility: Detection, tracking and characterization.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

Exploring seasonal human behavior in opportunistic mobile networks.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

2015
Universal and Distinct Properties of Communication Dynamics: How to Generate Realistic Inter-event Times.
ACM Trans. Knowl. Discov. Data, 2015

RECAST: Telling apart social and random relationships in dynamic networks.
Perform. Evaluation, 2015

How Many Political Parties Should Brazil Have? A Data-driven Method to Assess and Reduce Fragmentation in Multi-Party Political Systems.
CoRR, 2015

Algoritmos de Aprendizado de Máquina para Predição de Resultados de Lutas de MMA.
Proceedings of the XXX Simpósio Brasileiro de Banco de Dados, 2015

Urban Mobility Sensing Analysis through a Layered Sensing Approach.
Proceedings of the 2015 IEEE International Conference on Mobile Services, MS 2015, New York City, NY, USA, June 27, 2015

Breaking the News: First Impressions Matter on Online News.
Proceedings of the Ninth International Conference on Web and Social Media, 2015

2014
Large-scale study of city dynamics and urban social behavior using participatory sensing.
IEEE Wirel. Commun., 2014

Revealing the City That We Cannot See.
ACM Trans. Internet Techn., 2014

You are What you Eat (and Drink): Identifying Cultural Boundaries by Analyzing Food & Drink Habits in Foursquare.
CoRR, 2014

Estudo de hábitos alimentares e de bebida usando mídia social.
Proceedings of the 13th Brazilian Symposium on Human Factors in Computing Systems, 2014

You Are What You Eat (and Drink): Identifying Cultural Boundaries by Analyzing Food and Drink Habits in Foursquare.
Proceedings of the Eighth International Conference on Weblogs and Social Media, 2014

Magnet News: You Choose the Polarity of What You Read.
Proceedings of the Eighth International Conference on Weblogs and Social Media, 2014

Working with Friends: Unveiling Working Affinity Features from Facebook Data.
Proceedings of the Eighth International Conference on Weblogs and Social Media, 2014

Participatory Sensor Networks as Sensing Layers.
Proceedings of the 2014 IEEE Fourth International Conference on Big Data and Cloud Computing, 2014

2013
On the analysis of the collaboration network of the Brazilian symposium on computer networks and distributed systems - 30 Editions of history.
J. Braz. Comput. Soc., 2013

The self-feeding process: a unifying model for communication dynamics in the web.
Proceedings of the 22nd International World Wide Web Conference, 2013

Traffic Condition Is More Than Colored Lines on a Map: Characterization of Waze Alerts.
Proceedings of the Social Informatics - 5th International Conference, 2013

RECAST: telling apart social and random relationships in dynamic networks.
Proceedings of the 16th ACM International Conference on Modeling, 2013

A comparison of Foursquare and Instagram to the study of city dynamics and urban social behavior.
Proceedings of the 2nd ACM SIGKDD International Workshop on Urban Computing, 2013

Challenges and opportunities on the large scale study of city dynamics using participatory sensing.
Proceedings of the 2013 IEEE Symposium on Computers and Communications, 2013

A distributed protocol for cooperation among different wireless sensor networks.
Proceedings of IEEE International Conference on Communications, 2013

On the use of participatory sensing to better understand city dynamics.
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013

A Picture of Instagram is Worth More Than a Thousand Words: Workload Characterization and Application.
Proceedings of the IEEE International Conference on Distributed Computing in Sensor Systems, 2013

2012
Forecasting in the NBA and other team sports: Network effects in action.
ACM Trans. Knowl. Discov. Data, 2012

Social Media as a Source of Sensing to Study City Dynamics and Urban Social Behavior: Approaches, Models, and Opportunities.
Proceedings of the Ubiquitous Social Media Analysis, 2012

Quantifying Reciprocity in Large Weighted Communication Networks.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2012

Uncovering properties in participatory sensor networks.
Proceedings of the 4th ACM international workshop on Hot topics in planet-scale measurement, 2012

Visualizing the Invisible Image of Cities.
Proceedings of the 2012 IEEE International Conference on Green Computing and Communications, 2012

2011
Sobre o comportamento de agentes racionais em redes complexas.
PhD thesis, 2011

Human Dynamics in Large Communication Networks.
Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011

2010
Surprising Patterns for the Call Duration Distribution of Mobile Phone Users.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

2008
The problem of cooperation among different wireless sensor networks.
Proceedings of the 11th International Symposium on Modeling Analysis and Simulation of Wireless and Mobile Systems, 2008

Can complex network metrics predict the behavior of NBA teams?
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

2007
Gossiping using the energy map in wireless sensor networks.
Proceedings of the 10th International Symposium on Modeling Analysis and Simulation of Wireless and Mobile Systems, 2007


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