Wagner Meira Júnior

Information extracted from Lattes platform

Last update: 2018/11/16

Degrees

Ph.D. Ciência da Computação na University of Rochester em 1997
M.Sc. Ciência da Computação na Universidade Federal de Minas Gerais em 1993
M.Sc. Ciência da Computação na University of Rochester em 1995
B.Sc. Ciência da Computação na Universidade Federal de Minas Gerais em 1990

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Current projects

2017 a Atual	INCT-Cyber: Instituto Nacional de CIência e Tecnologia para uma Sociedade Massivamente Conectada A missão do Instituto Nacional de Ciência e Tecnologia para uma Sociedade Massivamente Conectada: Uma Abordagem Ciberfı́sica e Social (INCT-Cyber) é entender e desenvolver princı́pios cientı́ficos e tecnologias necessárias para as interações futuras entre seres humanos, computadores e o mundo fı́sico. Os princı́pios que norteiam o INCT-MCS são: (1) desenvolver sistemas e tecnologias necessárias para construir sistemas ciberfı́sicos complexos que as pessoas possam usar com grande confiança; (2) acelerar a implantação de sistemas ciberfı́sicos e sociais em uma sociedade massivamente conectada através do desenvolvimento de métodos, ferramentas e componentes de software e hardware baseados em princı́pios transversais, validados por meio protótipos e cenários de teste; (3) transferir os resultados cientı́ficos e tecnológicos alcançados para a indústria. Integrantes: Virgilio Augusto Fernandes Almeida (coordenador), Wagner Meira Junior, Nivio Ziviani, José Marcos da Silva Nogueira, Humberto Torres Marques Neto, Altigran Soares da Silva, Alberto Henrique Frade Laender, Antonio Alfredo Ferreira Loureiro, Geraldo Robson Mateus, Mario Fernando Montenegro Campos.
2016 a Atual	EUBRA - BIGSEA - Europe Brazil Collaboration of Big Data Scientific Research through Cloud-Centric Applications EUBRA-BigSea aims at providing an abstract framework for the development of distributed Big Data applications. Multiple data models will be supported (e.g. data streams, multidimensional data, etc.) and efficient mechanisms will ensure privacy and security, on top of a QoS-aware layer for the smart and rapid provisioning of resources in a cloud-based environment Integrantes: Wagner Meira Junior (coordenador), Dorgival Olavo Guedes Neto, Humberto Torres Marques Neto, Renato Antonio Celso Ferreira, Jussara Marques de Almeida, Adriano Cesar Machado Pereira, Gisele Lobo Pappa, Clodoveu Augusto Davis Jr., Adriano Alonso Veloso, Loic Cerf, Ana Paula C Silva, Italo Cunha.
2015 a Atual	MASWEB - Modelos, Algoritmos e Sistemas para a Web O objetivo do projeto é desenvolver modelos, algoritmos e novas tecnologias que permitam aumentar a integração da Web com a sociedade, tornando mais efetiva e mais segura a distribuição de informação, e mais eficazes e eficientes os seus serviços, de forma a proporcionar um vetor de mudanças sociais e econômicas no País. As atividades do projeto compreendem atividades relacionadas à pesquisa, à formação de recursos humanos e à transferência de conhecimento para a sociedade e para o setor empresarial. Integrantes: Nivio Ziviani (coordenador), Wagner Meira Junior, Virgilio Augusto Fernandes Almeida, Dorgival Olavo Guedes Neto, Jussara Marques de Almeida, Alberto Henrique Frade Laender.
2009 a Atual	INWeb - Instituto Nacional de Ciência e Tecnologia para a Web O INCT para Web é uma rede integrada de pesquisadores de quatro instituições, coordenada pelo prof. Virgilio Almeida, do Departamento de Ciência da Computação da UFMG. A Web é o maior sistema de informação e comunicação já construído, e interfere de forma significativa nas atividades humanas. O INCT Web foi criado para projetar e desenvolver sistemas, tecnologias e aplicações que permitam explorar as possibilidades de uso da Web no futuro de forma benéfica para a sociedade. O INCT Web visa estudar e entender os fundamentos científicos e tecnológicos da Web, bem como suas repercussões sociais, para propor e desenvolver sistemas e tecnologias que poderão compor a Web do futuro. O INCT para Web envolve pesquisadores e alunos da UFMG, CEFET-MG, UFAM e UFRGS.. Integrantes: Virgilio Augusto Fernandes Almeida (coordenador), Wagner Meira Junior, Nivio Ziviani, Dorgival Olavo Guedes Neto, Renato Antonio Celso Ferreira, Jussara Marques de Almeida, Marcos Andre Goncalves, Raquel de Oliveira Prates, Alberto Henrique Frade Laender, Adriano Cesar Machado Pereira, Gisele Lobo Pappa, Mirella Moro, Clodoveu Augusto Davis Jr..

Current applied research projects

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Recent publications

Articles in journals

NetClass: A network-based relational model for document classification
2018. INFORMATION SCIENCES.
Janus: Diagnostics and reconfiguration of data parallel programs
2018. JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING.
Building the National Database of Health Centred on the Individual: Administrative and Epidemiological Record Linkage - Brazil, 2000-2015
2018. International Journal of Population Data Science.
Scalable and efficient data analytics and mining with lemonade
2018. Proceedings of the VLDB Endowment.
A Two-Stage Machine learning approach for temporally-robust text classification
2017. INFORMATION SYSTEMS.
Factors Associated With Weight Change in Online Weight Management Communities: A Case Study in the LoseIt Reddit Community
2017. JMIR. Journal of Medical Internet Research.
What surprises does your past have for you?
2017. INFORMATION SYSTEMS.
Designing mobile content delivery networks for the internet of vehicles
2017. Vehicular Communications.
Exploring multiple evidence to infer users’ location in Twitter
2016. Neurocomputing (Amsterdam).
Isofunctional Protein Subfamily Detection Using Data Integration and Spectral Clustering
2016. PLOS Computational Biology (Online).
Non-Intrusive Planning the Roadside Infrastructure for Vehicular Networks
2016. IEEE Transactions on Intelligent Transportation Systems.
SpamBands: a Methodology to Identify Sources of Spam Acting in Concert
2016. Revista IEEE América Latina.
Watershed-ng: an extensible distributed stream processing framework
2016. Concurrency and Computation.
Measuring, Characterizing, and Avoiding Spam Traffic Costs
2016. IEEE Internet Computing.
PDBest: a user-friendly platform for manipulating and enhancing protein structures
2015. Bioinformatics (Oxford. Print).
A quantitative analysis of the temporal effects on automatic text classification
2015. J ASSOC INF SCI TECH.
Deployment of roadside units based on partial mobility information
2015. Computer Communications.
Learning sequential classifiers from long and noisy discrete-event sequences efficiently
2015. Data Mining and Knowledge Discovery.
Assessing the profile of top Brazilian computer science researchers
2015. Scientometrics (Print).
Smart Traffic Light for Low Traffic Conditions
2015. Journal on Special Topics in Mobile Networks and Applications.
Neighborhoods and bands: an analysis of the origins of spam
2015. Journal of Internet Services and Applications.
ENZYMAP: Exploiting Protein Annotation for Modeling and Predicting EC Number Changes in UniProt/Swiss-Prot
2014. Plos One.
Thread scheduling and memory coalescing for dynamic vectorization of SPMD workloads
2014. Parallel Computing.
Approximate similarity search for online multimedia services on distributed CPU-GPU platforms
2014. The VLDB Journal.
A Run-Time System for Efficient Execution of Scientific Workflows in Distributed Environments
2008. International Journal of Parallel Programming.
Anteater: A Service Oriented Architecture for High-Performance Data Mining
2006. IEEE Internet Computing.
Set-based vector model: An efficient approach for correlation-based ranking
2005. ACM Transactions on Information Systems.

Papers in conferences

Enhancement of Epidemiological Models for Dengue Fever Based on Twitter Data
2017. International Conference on Digital Health.
PRIVAaaS: privacy approach for a distributed cloud-based data analytics platforms
2017. IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, (CCGRID).
Experimental Evaluation of Crowdsourcing on the Characterization of Data Visualization Techniques
2017. Brazilian Conference on Intelligent Systems, (BRACIS).
Efficient Gaussian Process-Based Inference for Modelling Spatio-Temporal Dengue Fever
2017. Brazilian Conference on Intelligent Systems, (BRACIS).
Provider-Consumer Anomaly Detection for Healthcare Systems
2017. IEEE International Conference on Healthcare Informatics (ICHI).
Portinari: A Data Exploration Tool to Personalize Cervical Cancer Screening
2017. IEEE/ACM International Conference on Software Engineering: Software Engineering in Society Track.
Characterizing Videos, Audience and Advertising in Youtube Channels for Kids
2017. International Conference on Social Informatics (SOCINFO).
A Characterization of Load Balancing on the IPv6 Internet
2017. Passive and Active Measuremente - 18th International Conference (PAM).
Infection hot spot mining from social media trajectories
2016. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery.
An Accurate Gaussian Process-Based Early Warning System for Dengue Fever
2016. 2016 Brazilian Conference on Intelligent Systems.
DynWebStats: Um Arcabouço para Determinação de Indicadores Dinâmicos e Atualizados da Web
2016. XXII Simposio Brasileiro de Multimidia e Web.
Simulations of Cardiac Electrophysiology Combining GPU and Adaptive Mesh Refinement Algorithms
2016. 4th International Conference on Bioinformatics and Biomedical Engineering (IWBBIO).
Using the Inter-Contact Time for Planning the Communication Infrastructure in Vehicular Networks
2016. 19th IEEE Intelligent Transportation Systems Conference.
An Architecture Integrating Stationary and Mobile Roadside Units for Providing Communication on Intelligent Transportation Systems
2016. IEEE/IFIP Network Operations and Management Symposium.
Diagnosing Performance Bottlenecks in Massive Data Parallel Programs
2016. IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing.
Faster: A Low Overhead Framework for Massive Data Analysis
2016. 2016 16th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid).
Redes sociais na saúde: conectando os mundos real e virtual na investigação da obesidade
2016. Symposium on Knowledge Discovery, Mining and Learning (KDMile).
Caracterizando a dinâmica de evolução temporal de mensagens em mídias sociais
2016. Symposium on Knowledge Discovery, Mining and Learning (KDMile).
Avaliação dos Ganhos em Combinação de Múltiplas Coleções de Documentos em Recuperação de Informação
2016. Symposium on Knowledge Discovery, Mining and Learning (KDMile).
Identifying Stereotypes in the Online Perception of Physical Attractiveness
2016. The 8th International Conference on Social Informatics (SocInfo 2016).
CFI Blocking: Uma estratégia eficaz para blocagem em pareamento probabilístico de registros
2016. Symposium on Knowledge Discovery, Mining and Learning (KDMile).
Dynamic Reconfiguration of Data Parallel Programs
2016. International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD).
Design of Roadside Communication Infrastructure with QoS Guarantees
2015. IEEE Symposium on Computers and Communications.
Planning the communication infrastructure for vehicular networks without tracking vehicles
2015. 2015 IEEE 11th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob).
A Novel Metric for Evaluating the Performance of Vehicular Networks
2015. Vehicular Technology Conference.
Managing Infrastructure-Based Vehicular Networks
2015. IEEE International Conference on Mobile Data Management.
Avaliando o Desempenho de Redes Veiculares Heterogêneas
2015. SBCUP - Simpósio Brasileiro de Computação Ubíqua e Pervasiva.
Uma Estratégia não Supervisionada para Previsão de Eventos usando Redes Sociais
2015. SBBD - Simpósio Brasileiro de Banco de Dados.
A Spam Traffic Cost Analysis for Network Operators
2015. 2015 XXXIII Brazilian Symposium on Computer Networks and Distributed Systems (SBRC).
A Preliminary Analysis of the Scientific Production of Latin American Computer Science Research Groups
2014. Alberto Mendelzon Workshop.
Vizinhanças ou Condomínios: Uma Análise da Origem de Spams com Base na Organização de Sistemas Autônomos
2014. XXXII Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuídos.
Community-based endogamy as an influence indicator
2014. Joint Conference on Digital Libraries.
Of Pins and Tweets: Investigating how users behave across image- and text-based social networks
2014. The 8th International Conference on Weblogs and Social Media.
An Evolutionary Methodology for Handling Data Scarcity and Noise in Monitoring Real Events from Social Media Data
2014. Ibero-American Conference on Artificial Intelligence.
Generating Cohesive Semantic Topics from Latent Factors.
2014. Brazilian Conference on Intelligent Systems.
Reachability Queries in Very Large Graphs: A Fast Refined Online Search Approach
2014. International Conference on Extending Database Technology.
Modeling and Analyzing the Video Game Live-Streaming Community
2014. Latin American Web Conference.
Sentiment analysis on evolving social streams: how self-report imbalances can help
2014. 7th ACM Web Search Data Mining Conference (WSDM2014).
Complete Discovery of High-Quality Patterns in Large Numerical Tensors
2014. IEEE International Conference on Data Engineering.
Economically-Efficient Sentiment Stream Analysis
2014. 37th International ACM SIGIR Conference on Research \& Development in Information Retrieval.
The Impact of Visual Attributes on Online Image Difusion
2014. ACM Web Science Conference 2014.
It is Not Just a Picture: Revealing Some User Practices in Instagram
2014. Latin American Web Conference.
Non-Stop Driving Thru Low Traffic Intersections
2014. SBCUP'2014: Simpósio Brasileiro de Computação Ubíqua.
SpamBands : uma metodologia para identificação de fontes de spam agindo de forma orquestrada
2014. Simpósio Brasileiro em Segurança da Informação e de Sistemas Computacionais - SBSEG.
Caracterização Temporal das Redes de Colaboração Científica nas Universidades Brasileiras: Anos 2000-2013
2014. III Brazilian Workshop on Social Network Analysis and Mining (BraSNAM 2014).
Analyzing the Coauthorship Networks of Latin American Computer Science Research Groups
2014. Latin American Web Conference.
Design of roadside infrastructure for information dissemination in vehicular networks
2014. IEEE/IFIP Network Operations and Management Symposium.
A Hadoop Extension to Process Mail Folders and its Application to a Spam Dataset.
2014. 26th IEEE International Symposium on Computer Architecture and High Performance Computing Workshop, SBAC-PAD Workshop 2014,.
Watershed reengineering: Making Streams Programmable
2014. 26th IEEE International Symposium on Computer Architecture and High Performance Computing Workshop, SBAC-PAD Workshop 2014,.
A Campaign-based Characterization of Spamming Strategies
2008. Fifth Conference on Email and Anti-Spam.
E-representative: a scalability scheme for e-commerce
2000. Second International Workshop on Advanced Issues of E-Commerce and Web-based Information Systems (WECWIS'00).

Extended abstracts in conferences

Uma abordagem de aprendizado supervisionado para recomendação de puzzles em um jogo casual
2016. XV Simpósio Brasileiro de Jogos e Entretenimento Digital.
Efficient Remapping of Internet Routing Events
2016. ACM SIGCOMM 2016 Conference.
A latent shared-component generative model for real-time disease surveillance using Twitter data
2015. BigCHat: Connected Health at Big Data Era - A KDD 2015 Workshop.
Entity Matching: A Case Study in the Medical Domain
2015. Alberto Mendelzon International Workshop on Foundations of Data Management.
Uma estratégia baseada no filtro de Kalman para monitoramento de epidemias de dengue a partir de redes sociais
2014. II Symposium on Knowledge Discovery, Mining and Learning (KDMILE).

Abstracts in conferences

Lemonade: A scalable and efficient Spark-based platform for data analytics
2017. IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, (CCGRID).
Antagonism Also Flows Through Retweets: The Impact of Out-of-Context Quotes in Opinion Polarization Analysis
2017. International Conference on Web and Social Media (ICWSM).
Sentiment Analysis for Streams of Web Data: A Case Study of Brazilian Financial Markets
2014. 20th Brazilian Symposium on Multimedia and the Web, WebMedia 2014.
New Evolutionary Approaches to High-Dimensional Data
2012. Genetic and Evolutionary Computation Conference (GECCO).
Observatório da Dengue: Surveillance based on Twitter Sentiment Stream Analysis
2011. XXVI Simpósio Brasileiro de Banco de Dados - Sessão de Demos.

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Current students

MS

Derick Matheus de Oliveira. A definir. Início: 2015. Universidade Federal de Minas Gerais (Orientador principal)
Denise Ester Fonseca de Brito. A definir. Início: 2015. Universidade Federal de Minas Gerais (Orientador principal)

PhD

Samuel Benjoino Ferraz. A defiinr. Início: 2016. Universidade Federal de Minas Gerais (Orientador principal)
Guilherme Oliveira Campos. A definir. Início: 2015. Universidade Federal de Minas Gerais (Orientador principal)
Edré Quintão Moreira. A definir. Início: 2015. Universidade Federal de Minas Gerais (Orientador principal)
Roberto Carlos Soares Nalon Pereira Souza. A definir. Início: 2013. Universidade Federal de Minas Gerais (Orientador principal)
Carlos Henrique Carvalho Teixeira. A definir. Início: 2013. Universidade Federal de Minas Gerais (Orientador principal)

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