Pedro O. S. Vaz de Melo

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 66

Top Topics

Causal Interactions

Social Networks

Community Detection

Top Venues

Publications

Celso França, Rennan C. Lima, Cláudio M. V. de Andrade, Washington Cunha, Pedro O. S. Vaz de Melo, Berthier A. Ribeiro-Neto, Leonardo Rocha, Rodrygo L. T. Santos, Adriana S. Pagano, Marcos André Gonçalves
On Representation Learning-based Methods for Effective, Efficient, and Scalable Code Retrieval. Neurocomputing 600 (2024)
Rodrigo Alves, Antoine Ledent, Renato Assunção, Pedro O. S. Vaz de Melo, Marius Kloft
Unraveling the Dynamics of Stable and Curious Audiences in Web Systems. WWW (2024)
Gustavo Lúcius Fernandes, Pedro O. S. Vaz de Melo
Enhancing the examination of obstacles in an automated peer review system. Int. J. Digit. Libr. 25 (2) (2024)
Gustavo Lúcius Fernandes, Pedro O. S. Vaz de Melo
Between acceptance and rejection: challenges for an automatic peer review process. JCDL (2022)
Túlio Marcondes Moreira, Pedro O. S. Vaz de Melo, Gilberto Medeiros-Ribeiro
Control Optimisation Baselines for Tidal Range Structures - CoBaseTRS. Softw. Impacts 14 (2022)
Augusto C. S. A. Domingues, Henrique de Souza Santana, Fabrício A. Silva, Pedro O. S. Vaz de Melo, Antonio A. F. Loureiro
SocialRoute: A low-cost opportunistic routing strategy based on social contacts. Ad Hoc Networks 135 (2022)
Túlio Marcondes Moreira, Jackson Geraldo de Faria Jr., Pedro O. S. Vaz de Melo, Gilberto Medeiros-Ribeiro
Development and Validation of an AI-Driven Model for the La Rance Tidal Barrage: A Generalisable Case Study. CoRR (2022)
Thiago H. P. Silva, Alberto H. F. Laender, Pedro O. S. Vaz de Melo
Characterizing Nodes and Edges in Dynamic Attributed Networks: A Social-based Approach. CoRR (2022)
Túlio Marcondes Moreira, Jackson Geraldo de Faria Jr., Pedro O. S. Vaz de Melo, Luiz Chaimowicz, Gilberto Medeiros-Ribeiro
Prediction-Free, Real-Time Flexible Control of Tidal Lagoons through Proximal Policy Optimisation: A Case Study for the Swansea Lagoon. CoRR (2021)
Augusto C. S. A. Domingues, Henrique de Souza Santana, Fabrício A. Silva, Pedro O. S. Vaz de Melo, Antonio A. F. Loureiro
SocialRoute: Roteamento Oportunístico de Baixo Custo baseado em Contatos Sociais. SBRC (2021)
Lucas Santos de Oliveira, Marcelo Santos Amaral, Pedro O. S. Vaz de Melo
Long-term Characterization of Political Communications on Social Media. WI/IAT (2021)
Jeancarlo Campos Leão, Alberto H. F. Laender, Pedro O. S. Vaz de Melo
Overcoming Bias in Community Detection Evaluation. CoRR (2021)
Karen S. Martins, Pedro O. S. Vaz de Melo, Rodrygo L. T. Santos
Why Do Document-Level Polarity Classifiers Fail? NAACL-HLT (2021)
Raphaella Carvalho Diniz, Pedro O. S. Vaz de Melo, Renato M. Assunção
Evaluating the Evaluation Metrics for Spatial Disease Cluster Detection Algorithms. SIGSPATIAL/GIS (2020)
Túlio Corrêa Loures, Gustavo Lúcius Fernandes, Fernanda G. Araújo, Karen S. Martins, Pedro O. S. Vaz de Melo
StinkyCheese: Chat-Based Model for Subscription Classification. ChAT@PKDD/ECML (2020)
Jeancarlo Campos Leão, Alberto H. F. Laender, Pedro O. S. Vaz de Melo
Overcoming Bias in Community Detection Evaluation. J. Inf. Data Manag. 11 (3) (2020)
Guilherme R. Borges, Flavio V. D. de Figueiredo, Renato M. Assunção, Pedro O. S. Vaz de Melo
Networked Point Process Models Under the Lens of Scrutiny. ECML/PKDD (1) (2020)
Roberta Coeli Neves Moreira, Pedro O. S. Vaz de Melo, Gisele L. Pappa
Elite versus mass polarization on the Brazilian impeachment proceedings of 2016. Soc. Netw. Anal. Min. 10 (1) (2020)
Thiago H. P. Silva, Alberto H. F. Laender, Pedro O. S. Vaz de Melo
On knowledge-transfer characterization in dynamic attributed networks. Soc. Netw. Anal. Min. 10 (1) (2020)
Niander Assis, Renato M. Assunção, Pedro O. S. Vaz de Melo
Stop the Clock: Are Timeout Effects Real? ECML/PKDD (5) (2020)
Niander Assis, Renato M. Assunção, Pedro O. S. Vaz de Melo
Stop the Clock: Are Timeout Effects Real? CoRR (2020)
Lucas Santos de Oliveira, Pedro O. S. Vaz de Melo, Marcelo S. Amaral, José Antônio G. Pinho
Do Politicians Talk about Politics? Assessing Online Communication Patterns of Brazilian Politicians. ACM Trans. Soc. Comput. 3 (4) (2020)
Jeancarlo C. Leão, Alberto H. F. Laender, Pedro O. S. Vaz de Melo
A Multi-Strategy Approach to Overcoming Bias in Community Detection Evaluation. SBBD (2019)
Lucas Santos de Oliveira, Pedro O. S. Vaz de Melo, Aline Carneiro Viana
Measuring Power Relations Among Locations From Mobility Data. MobiWac (2019)
Thiago H. P. Silva, Alberto H. F. Laender, Pedro O. S. Vaz de Melo
Characterizing knowledge-transfer relationships in dynamic attributed networks. ASONAM (2019)
Philipe de Freitas Melo, Carolina Coimbra Vieira, Kiran Garimella, Pedro O. S. Vaz de Melo, Fabrício Benevenuto
Can WhatsApp Counter Misinformation by Limiting Message Forwarding? COMPLEX NETWORKS (1) (2019)
Karen S. Martins, Pedro O. S. Vaz de Melo
Characterization of the discrepancies between scores and texts of movie reviews. WebMedia (2019)
Carolina C. Vieira, Túlio Corrêa Loures, Pedro O. S. Vaz de Melo, Renato Martins Assunção
The times they are a-changin' (or not): song lyrics analysis over the years. WebMedia (2019)
Philipe de Freitas Melo, Carolina Coimbra Vieira, Kiran Garimella, Pedro O. S. Vaz de Melo, Fabrício Benevenuto
Can WhatsApp Counter Misinformation by Limiting Message Forwarding? CoRR (2019)
Augusto C. S. A. Domingues, Henrique de Souza Santana, Fabrício A. Silva, Pedro O. S. Vaz de Melo, Antonio A. F. Loureiro
Are We Still Friends? Evaluating Tie Persistence in Mobility Traces. MobiWac (2019)
Jeancarlo Campos Leão, Alberto H. F. Laender, Pedro O. S. Vaz de Melo
A Multi-Strategy Approach to Overcoming Bias in Community Detection Evaluation. CoRR (2019)
Flavio V. D. de Figueiredo, Guilherme Resende Borges, Pedro O. S. Vaz de Melo, Renato M. Assunção
Fast Estimation of Causal Interactions using Wold Processes. NeurIPS (2018)
Ivan Oliveira Nunes, Clayson Celes, Igor Nunes, Pedro O. S. Vaz de Melo, Antonio A. F. Loureiro
Combining Spatial and Social Awareness in D2D Opportunistic Routing. IEEE Commun. Mag. 56 (1) (2018)
Túlio C. Loures, Pedro O. S. Vaz de Melo, Adriano Alonso Veloso
Is it possible to describe television series from online comments? J. Internet Serv. Appl. 9 (1) (2018)
Thiago H. P. Silva, Alberto H. F. Laender, Pedro O. S. Vaz de Melo
Social-Based Classification of Multiple Interactions in Dynamic Attributed Networks. IEEE BigData (2018)
Flavio V. D. de Figueiredo, Guilherme Resende Borges, Pedro O. S. Vaz de Melo, Renato M. Assunção
Fast Estimation of Causal Interactions using Wold Processes. CoRR (2018)
Michele A. Brandão, Pedro O. S. Vaz de Melo, Mirella M. Moro
STACY: Strength of Ties Automatic-Classifier over the Years. J. Inf. Data Manag. 9 (1) (2018)
Jeancarlo C. Leão, Michele A. Brandão, Pedro O. S. Vaz de Melo, Alberto H. F. Laender
Who is really in my social circle? - Mining social relationships to improve detection of real communities. J. Internet Serv. Appl. 9 (1) (2018)
Lucas S. Oliveira, Pedro O. S. Vaz de Melo, Marcelo S. Amaral, José Antônio G. Pinho
When Politicians Talk About Politics: Identifying Political Tweets of Brazilian Congressmen. CoRR (2018)
Fabrício R. de Souza, Augusto C. S. A. Domingues, Pedro O. S. Vaz de Melo, Antonio A. F. Loureiro
MOCHA: Um framework para caracterização e comparação de traces de mobilidade. SBRC (2018)
Fabrício R. de Souza, Augusto C. S. A. Domingues, Pedro O. S. Vaz de Melo, Antonio A. F. Loureiro
MOCHA: A Tool for Mobility Characterization. MSWiM (2018)
Jeancarlo Campos Leão, Michele Amaral Brandão, Pedro O. S. Vaz de Melo, Alberto H. F. Laender
Improving Community Detection by Mining Social Interactions. CoRR (2018)
Lucas S. Oliveira, Pedro O. S. Vaz de Melo, Marcelo S. Amaral, José Antônio G. Pinho
When Politicians Talk About Politics: Identifying Political Tweets of Brazilian Congressmen. ICWSM (2018)
Michele A. Brandão, Pedro O. S. Vaz de Melo, Mirella M. Moro
STACY: Um Novo Algoritmo para Automaticamente Classificar a Força dos Relacionamentos ao Longo dos Anos. SBBD (2017)
Ivan Oliveira Nunes, Clayson Celes, Michael D. Silva, Pedro O. S. Vaz de Melo, Antonio A. F. Loureiro
GRM: Group Regularity Mobility Model. MSWiM (2017)
Thiago Henrique Silva, Pedro O. S. Vaz de Melo, Jussara M. Almeida, Mirco Musolesi, Antonio A. F. Loureiro
A large-scale study of cultural differences using urban data about eating and drinking preferences. Inf. Syst. 72 (2017)
Jeancarlo C. Leão, Michele A. Brandão, Pedro O. S. Vaz de Melo, Alberto H. F. Laender
Mineração de Perfis Sociais em Redes Temporais. SBBD (Short Papers) (2017)
Ivan Oliveira Nunes, Clayson Celes, Michael D. Silva, Pedro O. S. Vaz de Melo, Antonio A. F. Loureiro
GRM: Group Regularity Mobility Model. CoRR (2017)
Raquel Y. S. Aoki, Renato M. Assunção, Pedro O. S. Vaz de Melo
Luck is Hard to Beat: The Difficulty of Sports Prediction. CoRR (2017)
Raquel Y. S. Aoki, Renato Martins Assunção, Pedro O. S. Vaz de Melo
Luck is Hard to Beat: The Difficulty of Sports Prediction. KDD (2017)
Ivan Oliveira Nunes, Clayson Celes, Pedro O. S. Vaz de Melo, Antonio A. F. Loureiro
GROUPS-NET: Group meetings aware routing in multi-hop D2D networks. Comput. Networks 127 (2017)
Leonardo Cotta, Pedro O. S. Vaz de Melo, Antonio A. F. Loureiro
Understanding the role of mobility in real mobile ad-hoc networks connectivity. ISCC (2017)
Douglas Castilho, Pedro O. S. Vaz de Melo, Fabrício Benevenuto
The strength of the work ties. Inf. Sci. 375 (2017)
Lucas Santos de Oliveira, Pedro O. S. Vaz de Melo
How to Find the Relevant Words Politicians Use in Twitter? WebMedia (2017)
Túlio C. Loures, Pedro O. S. Vaz de Melo, Adriano Alonso Veloso
Generating Entity Representation from Online Discussions: Challenges and an Evaluation Framework. WebMedia (2017)
Michele A. Brandão, Pedro O. S. Vaz de Melo, Mirella M. Moro
Tie Strength Persistence and Transformation. AMW (2017)
Marcos A. de Almeida, Carolina C. Vieira, Pedro O. S. Vaz de Melo, Renato M. Assunção
The Fast and Winding Roads that Lead to The Doors: Generating Heterogeneous Music Playlists. WebMedia (2017)
Michele A. Brandão, Pedro O. S. Vaz de Melo, Mirella M. Moro
Tie strength dynamics over temporal co-authorship social networks. WI (2017)
Kássio Machado, Azzedine Boukerche, Pedro O. S. Vaz de Melo, Eduardo Cerqueira, Antonio A. F. Loureiro
Pervasive forwarding mechanism for mobile social networks. Comput. Networks 111 (2016)
Gilderlanio S. Araújo, Lucas Henrique C. Lima, Silvana Schneider, Thiago P. Leal, Ana Paula Couto da Silva, Pedro O. S. Vaz de Melo, Eduardo Tarazona-Santos, Marília O. Scliar, Maíra R. Rodrigues
Integrating, summarizing and visualizing GWAS-hits and human diversity with DANCE (Disease-ANCEstry networks). Bioinform. 32 (8) (2016)
Ivan Oliveira Nunes, Clayson Celes, Pedro O. S. Vaz de Melo, Antonio A. F. Loureiro
GROUPS-NET: Group Meetings Aware Routing in Multi-Hop D2D Networks. CoRR (2016)
Raquel Y. S. Aoki, Renato M. Assunção, Pedro O. S. Vaz de Melo
Medindo o tamanho da caixinha de surpresas em ligas de futebol. SBBD (2016)
Kássio Machado, Azzedine Boukerche, Pedro O. S. Vaz de Melo, Eduardo Cerqueira, Antonio A. F. Loureiro
Exploring seasonal human behavior in opportunistic mobile networks. ICC (2016)
Ivan Oliveira Nunes, Pedro O. S. Vaz de Melo, Antonio A. F. Loureiro
Leveraging D2D multihop communication through social group meeting awareness. IEEE Wirel. Commun. 23 (4) (2016)
Ivan Oliveira Nunes, Pedro O. S. Vaz de Melo, Antonio A. F. Loureiro
Group mobility: Detection, tracking and characterization. ICC (2016)
Rodrigo A. S. Alves, Renato M. Assunção, Pedro O. S. Vaz de Melo
Burstiness Scale: a highly parsimonious model for characterizing random series of events. CoRR (2016)
Pedro O. S. Vaz de Melo, Christos Faloutsos, Renato M. Assunção, Rodrigo Alves, Antonio A. F. Loureiro
Universal and Distinct Properties of Communication Dynamics: How to Generate Realistic Inter-event Times. ACM Trans. Knowl. Discov. Data 9 (3) (2015)
Pedro O. S. Vaz de Melo
How Many Political Parties Should Brazil Have? A Data-driven Method to Assess and Reduce Fragmentation in Multi-Party Political Systems. CoRR (2015)
Kássio Machado, Thiago Henrique Silva, Pedro O. S. Vaz de Melo, Eduardo Cerqueira, Antonio A. F. Loureiro
Urban Mobility Sensing Analysis through a Layered Sensing Approach. IEEE MS (2015)
Ivan Oliveira Nunes, Pedro O. S. Vaz de Melo, Antonio A. F. Loureiro
Group Mobility: Detection, Tracking and Characterization. CoRR (2015)
Pedro O. S. Vaz de Melo, Aline Carneiro Viana, Marco Fiore, Katia Jaffrès-Runser, Frédéric Le Mouël, Antonio A. F. Loureiro, Lavanya Addepalli, Guangshuo Chen
RECAST: Telling apart social and random relationships in dynamic networks. Perform. Evaluation 87 (2015)
Pedro O. S. Vaz de Melo, Christos Faloutsos, Renato M. Assunção, Rodrigo Alves, Antonio A. F. Loureiro
Universal and Distinct Properties of Communication Dynamics: How to Generate Realistic Inter-event Times. CoRR (2014)
Douglas Castilho, Pedro O. S. Vaz de Melo, Daniele Quercia, Fabrício Benevenuto
Working with Friends: Unveiling Working Affinity Features from Facebook Data. ICWSM (2014)
Thiago Henrique Silva, Pedro O. S. Vaz de Melo, Jussara M. Almeida, Mirco Musolesi, Antonio A. F. Loureiro
You Are What You Eat (and Drink): Identifying Cultural Boundaries by Analyzing Food and Drink Habits in Foursquare. ICWSM (2014)
Thiago Henrique Silva, Pedro O. S. Vaz de Melo, Jussara M. Almeida, Mirco Musolesi, Antonio A. F. Loureiro
You are What you Eat (and Drink): Identifying Cultural Boundaries by Analyzing Food & Drink Habits in Foursquare. CoRR (2014)
Thiago Henrique Silva, Pedro O. S. Vaz de Melo, Jussara M. Almeida, Aline Carneiro Viana, Juliana F. S. Salles, Antonio A. F. Loureiro
Participatory Sensor Networks as Sensing Layers. BDCloud (2014)
Thiago Henrique Silva, Pedro O. S. Vaz de Melo, Jussara M. Almeida, Antonio A. F. Loureiro
Estudo de hábitos alimentares e de bebida usando mídia social. IHC (2014)
Thiago Henrique Silva, Pedro O. S. Vaz de Melo, Jussara M. Almeida, Antonio A. F. Loureiro
Large-scale study of city dynamics and urban social behavior using participatory sensing. IEEE Wirel. Commun. 21 (1) (2014)
Thiago Henrique Silva, Pedro O. S. Vaz de Melo, Jussara M. Almeida, Juliana F. S. Salles, Antonio Alfredo Ferreira Loureiro
Revealing the City That We Cannot See. ACM Trans. Internet Techn. 14 (4) (2014)
Thiago Henrique Silva, Pedro O. S. Vaz de Melo, Aline Carneiro Viana, Jussara M. Almeida, Juliana F. S. Salles, Antonio A. F. Loureiro
Traffic Condition Is More Than Colored Lines on a Map: Characterization of Waze Alerts. SocInfo (2013)
Thiago Henrique Silva, Pedro O. S. Vaz de Melo, Jussara M. Almeida, Antonio A. F. Loureiro
Challenges and opportunities on the large scale study of city dynamics using participatory sensing. ISCC (2013)
Pedro O. S. Vaz de Melo, Aline Carneiro Viana, Marco Fiore, Katia Jaffrès-Runser, Frederic Le Mouel, Antonio A. F. Loureiro
RECAST: telling apart social and random relationships in dynamic networks. MSWiM (2013)
Thiago Henrique Silva, Pedro O. S. Vaz de Melo, Jussara M. Almeida, Juliana F. S. Salles, Antonio A. F. Loureiro
A comparison of Foursquare and Instagram to the study of city dynamics and urban social behavior. UrbComp@KDD (2013)
Pedro O. S. Vaz de Melo, Felipe D. da Cunha, Antonio A. F. Loureiro
A distributed protocol for cooperation among different wireless sensor networks. ICC (2013)
Guilherme Maia, Pedro O. S. Vaz de Melo, Daniel L. Guidoni, Fernanda S. H. Souza, Thiago Henrique Silva, Jussara M. Almeida, Antonio A. F. Loureiro
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. 19 (3) (2013)
Thiago Henrique Silva, Pedro O. S. Vaz de Melo, Jussara M. Almeida, Juliana F. S. Salles, Antonio A. F. Loureiro
A Picture of Instagram is Worth More Than a Thousand Words: Workload Characterization and Application. DCOSS (2013)
Thiago Henrique Silva, Pedro O. S. Vaz de Melo, Jussara M. Almeida, Antonio A. F. Loureiro
On the use of participatory sensing to better understand city dynamics. UbiComp (Adjunct Publication) (2013)
Thiago Henrique Silva, Pedro O. S. Vaz de Melo, Jussara M. Almeida, Juliana F. S. Salles, Antonio Alfredo Ferreira Loureiro
Visualizing the Invisible Image of Cities. GreenCom (2012)
Pedro O. S. Vaz de Melo, Virgílio A. F. Almeida, Antonio Alfredo Ferreira Loureiro, Christos Faloutsos
Forecasting in the NBA and other team sports: Network effects in action. ACM Trans. Knowl. Discov. Data 6 (3) (2012)
Leman Akoglu, Pedro O. S. Vaz de Melo, Christos Faloutsos
Quantifying Reciprocity in Large Weighted Communication Networks. PAKDD (2) (2012)
Pedro O. S. Vaz de Melo, Leman Akoglu, Christos Faloutsos, Antonio Alfredo Ferreira Loureiro
Surprising Patterns for the Call Duration Distribution of Mobile Phone Users. ECML/PKDD (3) (2010)
Pedro O. S. Vaz de Melo, Felipe D. da Cunha, Jussara M. Almeida, Antonio Alfredo Ferreira Loureiro, Raquel A. F. Mini
The problem of cooperation among different wireless sensor networks. MSWiM (2008)
Pedro O. S. Vaz de Melo, Virgílio A. F. Almeida, Antonio Alfredo Ferreira Loureiro
Can complex network metrics predict the behavior of NBA teams? KDD (2008)
Max do Val Machado, Raquel A. F. Mini, Antonio Alfredo Ferreira Loureiro, Daniel L. Guidoni, Pedro O. S. Vaz de Melo
Gossiping using the energy map in wireless sensor networks. MSWiM (2007)