Ana Paula Appel

contact information

Research Staff Member - Master Inventor - Certified Master Data Scientist
Brazil Research Laboratory, Brazil
+55 dash

2132

3931

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Professional Associations

Professional Associations: ACM | ACM SIGKDD | Brazilian Computer Society | IBM Master Inventor | IEEE Computer Society

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More information: DBLP | Lattes | Linkedin | Google

2018

A Social Network Analysis Framework for Modeling Health Insurance Claims Data
Appel, Ana Paula and de Santana, Vagner F and Moyano, Luis G and Ito, Marcia and Pinhanez, Claudio Santos
arXiv preprint arXiv:1802.07116, 2018
Abstract

Combining Textual Content and Structure to Improve Dialog Similarity
Ana Paula Appel, Paulo Rodrigo Cavalin, Marisa Affonso Vasconcelos, Claudio Santos Pinhanez
arXiv preprint arXiv:1802.07117, 2018
novelty, natural language processing, machine learning, dialog box, conversation, computer science, chatbot, artificial intelligence

Revealing Physicians Referrals from Health Insurance Claims Data
de Santana, Vagner Figueredo and Appel, Ana Paula and Moyano, Luis Gregorio and Ito, Marcia and Pinhanez, Claudio Santos
Big Data Research, Elsevier, 2018
Abstract

Temporally Evolving Community Detection and Prediction in Content-Centric Networks
Appel, Ana Paula and Cunha, Renato LF and Aggarwal, Charu C and Terakado, Marcela Megumi
ECML PKDD 2018, pp. 1-16, Springer
Abstract

2017

Analysis of the Existence of Patient Care Team Using Social Network Methods in Physician Communities from Healthcare Insurance Companies
Marcia Ito, Ana Paula Appel, Vagner Figueredo de Santana, Luis Gregorio Moyano
MedInfo, 412-416, 2017
social network, patient care team, nursing, health care, business

Cognitive Computing: Where Big Data Is Driving Us
Appel, Ana Paula and Candello, Heloisa and Gandour, F{\'a}bio Latuf
Handbook of Big Data Technologies, pp. 807--850, Springer, 2017
Abstract

Link and Graph Mining in the Big Data Era
Ana Paula Appel, Luis Gregorio Moyano
Handbook of Big Data Technologies, 583-616, 2017
Abstract telecommunications network, social network, overlay network, multidisciplinary approach, graph, data science, data mining, computer science, complex network, big data

2016

Ontological Networks: Mapping Ontological Knowledge Bases into Graphs
Navarro, Lucas Fonseca and Hruschka Jr, Estevam Rafael and Appel, Ana Paula
Proceedings of the 25th International Conference Companion on World Wide Web, pp. 949--954, 2016
Abstract

GraPhys: Understanding Health Care Insurance Data through Graph Analytics.
Moyano, Luis G and Appel, Ana Paula and de Santana, Vagner F and Ito, Marcia and dos Santo, Thiago D
Proceedings of the 25th International Conference Companion on World Wide Web, pp. 227--230, 2016
Abstract

Building a Question-Answering Corpus Using Social Media and News Articles
Cavalin, Paulo and Figueiredo, Flavio and de Bayser, Ma{'i}ra and Moyano, Luis and Candello, Heloisa and Appel, Ana and Souza, Renan
International Conference on Computational Processing of the Portuguese Language, pp. 353--358, 2016
Abstract

Destiny: A Cognitive Mobile Guide for the Olympics
Ana Paula Appel, Heloisa Candello, Beatriz S.R. de Souza, Bruna D. Andrade
Proceedings of the 25th International Conference Companion on World Wide Web, pp. 155--158, International World Wide Web Conferences Steering Committee, 2016

2014

Building Socially Connected Skilled Teams to Accomplish Complex Tasks
Ana Paula Appel, Victor F. Cavalcante, Marcos R. Vieira, Vagner F. de Santana, Rogerio A. de Paula, Steven K. Tsukamoto
Proceedings of the 8th Workshop on Social Network Mining and Analysis, pp. 8:1--8:5, ACM, 2014

Algoritmo Multin{i}vel de Detec{c{c}}ao de Comunidades em Redes Complexas
Tsukamoto, Steven Koiti and Appel, Ana Paula
2014 - linux.ime.usp.br
Abstract

GraphDB--Storing Large Graphs on Secondary Memory
Navarro, Lucas Fonseca and Appel, Ana Paula and Junior, Estevam Rafael Hruschka
New Trends in Databases and Information Systems, pp. 177--186, Springer, 2014
Abstract

Weights and Multi-Edges in Link Prediction
Cavalcante, Victor F and Appel, Ana Paula
2014 - igi-global.com
Abstract

2013

Large Scale Network Analysis Workshop Chairsâ€™ Welcome Message (LSNA 2013)
He, Qi and Tian, Yuanyuan and Tong, Hanghang and McPherson, John and Konopnicki, David and Sun, Jimeng and Appel, Ana Paula
Unknown Journal, 485, 2013
Abstract

Data-driven analytical tools for characterization of productivity and service quality issues in IT service factories
Cavalcante, Victor F and Pinhanez, Claudio S and de Paula, Rog{'e}rio A and Andrade, Carolina S and de Souza, Cleidson RB and Appel, Ana P
Journal of Service Research, 1094670513480559, SAGE Publications, 2013
Abstract

Reaction times for user behavior models in microblogging online social networks
Samuel Martins Barbosa Neto, Maira Athanazio De Cerqueira Gatti, Paulo Rodrigo Cavalin, Claudio Santos Pinhanez, Cicero Nogueira Dos Santos, Ana Paula Appel
Proceedings of the 2103 workshop on Data-driven user behavioral modelling and mining from social media, pp. 17--20, 2013

A simulation-based approach to analyze the information diffusion in Microblogging Online Social Network
Gatti de C, A Maira, Ana Paula Appel, Cicero Nogueira dos Santos, Claudio Santos Pinhanez, Paulo Rodrigo Cavalin, Samuel Barbosa Neto
Simulation Conference (WSC), 2013 Winter, pp. 1685--1696

Autonomously reviewing and validating the knowledge base of a never-ending learning system
Saulo DS Pedro, Ana Paula Appel, Estevam R Hruschka Jr
Proceedings of the 22nd international conference on World Wide Web companion, pp. 1195--1204, 2013

Modeling and storing complex network with graph-tree
Adan Lucio Pereira, Ana Paula Appel
New Trends in Databases and Information Systems, pp. 305--315, Springer, 2013

Large-Scale Multi-Agent-based Modeling and Simulation of Microblogging-based Online Social Network
Maira Gatti, Ana Paula Appel, Claudio Pinhanez, Cicero dos Santos, Daniel Gribel, Paulo Cavalin, and Samuel Barbosa Neto
The 14th International Workshop on Multi-Agent-based Simulation (MABS, AAMAS 2013)

2012

Characterizing Time-Bounded Incident Management Systems
V Cavalcante, Claudio S Pinhanez, CB de Souza, RA de Paula, Ana Paula Appel, Carolina S Andrade
SRII Global Conference (SRII), 2012 Annual, pp. 750--759

Using Social Analytics for Studying Work-Networks: A Novel, Initial Approach
Rog\'erio A de Paula, Ana Paula Appel, Claudio S Pinhanez, Victor F Cavalcante, Carolina S Andrade
Collaborative Systems (SBSC), 2012 Brazilian Symposium on, pp. 146--153

2011

Centaurs-a Component Based Framework to Mine Large Graphs
A.P. Appel, E.R. Hruschka Junior
Journal of Information and Data Management 2(1), 19, 2011

Prophet--A Link-Predictor to Learn New Rules on NELL
A.P. Appel, ER Hruschka
Data Mining Workshops (ICDMW), 2011 IEEE 11th International Conference on, pp. 917--924

Hadi: Mining radii of large graphs
U. Kang, C.E. Tsourakakis, A.P. Appel, C. Faloutsos, J. Leskovec
ACM Transactions on Knowledge Discovery from Data (TKDD) 5(2), 8, ACM, 2011

2010

RDBMS as an Efficient Tool to Mine Cliques on Complex Networks
A.P. Appel, A.A. Paterlini, C. Traina Jr
Journal of Information and Data Management 1(3), 407, 2010

2008

ShatterPlots: Fast Tool for Mining Large Graphs
A.P.A.D. Chakrabarti, C.F.R.K.J. Leskovec, A. Tomkins
2008 - reports-archive.adm.cs.cmu.edu, Carnegie Mellon University, School of Computer Science, Machine Learning Department

Hadi: Fast diameter estimation and mining in massive graphs with hadoop
U. Kang, C. Tsourakakis, A.P. Appel, C. Faloutsos, J. Leskovec
2008 - Citeseer, Citeseer

2007

A density-biased sampling technique to improve cluster representativeness
A. Appel, A. Paterlini, E. de Sousa, A. Traina, C. Traina
Knowledge Discovery in Databases: PKDD 2007, 366--373, Springer

Biased box sampling-a density-biased sampling for clustering
A.P. Appel, A.A. Paterlini, E.P.M. de Sousa, A.J.M. Traina, C. Traina Jr
Proceedings of the 2007 ACM symposium on Applied computing, pp. 445--446

2004

iDFQL-A query-based tool to help the teaching process of the relational algebra
A. Appel, SE Da Quintino, C. Traina, A. Machado
World Congress on Engineering and Technology Education. WCETE, 2004

2003

iDFQL-Uma Ferramenta de Apoio ao Processo de Ensino-Aprendizagem da \'Algebra Relacional Baseado no Construcionismo
A.P. Appel, C. Traina Jr
S\~ao Paulo: Instituto de Ci\^encias Matem\'aticas e de Computa\cc\~ao, 2003

1999

GACIV-A Realidade Virtual Apoiando o Desenvolvimento de Interfaces com a Participa\cc\~ao Efetiva do Usu\'ario
A.P. Appel, F.F. Siqueira, K.B. Fluhmann, R.A. Galatti, J.C.A. Silva
Simp\'osio Brasileiro de Engenharia de Software, Sess\~ao de Ferramentas. Santa Catarina, 1999

Year Unknown

An{'a}lise de Desempenho de Plataformas de Processamento de Grafos
da Silva, Daniel NR and Wehmuth, Klaus and Osthoff, Carla and Appel, Ana Paula and Ziviani, Artur
researchgate.net, 0
Abstract

Driving into Complex Network: from Theory to Application
Appel, Ana Paula and Junior, Estevam R Hruschka
data.ime.usp.br, 0
Abstract