Full Curriculum Vitae at .

Citations at , , , and .

Here you will find a list of selected publications in journals.

2021→

ZEISER, F. A. ; DONIDA, B. ; COSTA, C. A. da; et al . First and second COVID-19 waves in Brazil: A cross-sectional study of patients? characteristics related to hospitalization and in-hospital mortality. The Lancet Regional Health – Americas, p. 100107-12, 2021.

LGNACZAK, L. ; GOLDSCHMIDT, G. ; COSTA, C. A. da ; RIGHI, R. R. Text Mining in Cybersecurity. ACM Computing Surveys, v. 54, p. 1-36, 2021.

REIS, E. S. ; COSTA, C. A. da ; SILVEIRA, D. ; BAVARESCO, R. ; RIGHI, R. R. ; BARBOSA, J. L. V. ; ANTUNES, R. ; GOMES, M. M. ; FEDERIZZI, G. Transformers aftermath. Communications of the ACM, v. 64, p. 154-163, 2021.

QUEIROZ, D. A. ; COSTA, C. A. da ; QUEIROZ, E. A. I. F. ; SILVEIRA, E. F. ; RIGHI, R. R. . Internet of Things in Active Cancer Treatment: A Systematic Review. Journal of Biomedical Informatics, p. 103814, 2021.

REIS, E. S. ; SEEWALD, L. A. ; ANTUNES, R. ; RODRIGUES, V. F. ; RIGHI, R. R. ; COSTA, C. A. da ; SILVEIRA JR., L. G. ; ESKOFIER, B. ; MAIER, A. ; HORZ, T. ; FAHRIG, R. Monocular multi-person pose estimation: A survey. Pattern Recognition, p. 108046, 2021.

BAZO, R. ; COSTA, C. A. da ; SEEWALD, L. A. ; SILVEIRA JR., L. G. ; ANTUNES, R. ; RIGHI, R. R. ; RODRIGUES, V. F. A Survey About Real-Time Location Systems in Healthcare Environments. Journal of Medical Systems, v. 45, p. 35-13, 2021.

RÖEHRS, Alex ; COSTA, C. A. da ; RIGHI, R. R. ; MAYER, A. H. ; SILVA, V. F. ; GOLDIM, J. R. ; SCHMIDT, D. C. . Integrating multiple blockchains to support distributed personal health records. Health Informatics Journal, v. 27, p. 146045822110075, 2021.

POLICARPO, L. M. ; SILVEIRA, D. ; RIGHI, R. R. ; ANTUNES, R. ; COSTA, C. A. da ; BARBOSA, J. L. V. ; SCORSATTO, R. ; ARCOT, T. . Machine learning through the lens of e-commerce initiatives: An up-to-date systematic literature review. Computer Science Review, v. 41, p. 100414, 2021.

DONIDA, BRUNA ; DA COSTA, CRISTIANO ANDRÉ ; SCHERER, JULIANA NICHTERWITZ . Making the COVID-19 pandemic a driver for digital health: the Brazilian strategies. JMIR Public Health and Surveillance, v. 7, p. e28643-8, 2021.

ZEISER, F. A. ; COSTA, C. A. da ; RAMOS, G. O. ; BOHN, HENRIQUE ; SANTOS, ISMAEL ; ROEHE, A. V. DeepBatch: a Hybrid Deep Learning Model for Interpretable Diagnosis of Breast Cancer in Whole-Slide Images. Expert Systems with Applications, p. 115586, 2021.

CASSEL, G. ; RIGHI, R. R. ; RODRIGUES, V. F. ; BEZ, M. R. ; NEPOMUCENO, A. C. ; COSTA, C. A. da . Serverless computing for Internet of Things: A systematic literature review. Future Generation Computer Systems, v. 128, p. 1, 2021.

HOFFMANN SOUZA, MARCOS LEANDRO ; DA COSTA, CRISTIANO ANDRÉ ; DE OLIVEIRA RAMOS, GABRIEL ; DA ROSA RIGHI, RODRIGO . A feature identification method to explain anomalies in condition monitoring. COMPUTERS IN INDUSTRY, v. 133, p. 103528-13, 2021.

ZEISER, F. A. ; COSTA, CRISTIANO A. DA ; ROEHE, A. V. ; RIGHI, R. R. ; MARQUES, N. M. C. Breast cancer intelligent analysis of histopathological data: A systematic review. APPLIED SOFT COMPUTING, p. 107886, 2021.

LIMA, M. J. ; CROVATO, C. D. P. ; MEJIA, R. ; RIGHI, R. R. ; RAMOS, G. O. ; COSTA, C. A. da ; PESENTI, G. . HealthMon: an Approach for Monitoring Machines Degradation Using Time-Series Decomposition, Clustering, and Metaheuristics. COMPUTERS & INDUSTRIAL ENGINEERING, p. 107709, 2021.

MAYER, ANDRE HENRIQUE ; RODRIGUES, VINICIUS FACCO ; DA COSTA, CRISTIANO ANDRE ; RIGHI, RODRIGO DA ROSA ; ROEHRS, ALEX ; ANTUNES, RODOLFO STOFFEL . FogChain: A Fog computing architecture integrating Blockchain and Internet of Things for Personal Health Records. IEEE Access, v. 9, p. 1-1, 2021.

2020→

BAZO, R. ; REIS, E. ; SEEWALD, L. A. ; ANTUNES, R. ; RODRIGUES, V. F. ; COSTA, C. A. da ; SILVEIRA JR., L. G. ; RIGHI, R. R. ; MAIER, A. ; ESKOFIER, B. ; FAHRIG, R. ; HORZ, T. . Baptizo: a sensor fusion based model for tracking the identity of human poses. Information Fusion, p. 1, 2020.

FISCHER, G. S. ; RIGHI, R. R. ; RAMOS, G. O. ; COSTA, C. A. da ; RODRIGUES, J. J. P. C. . ElHealth: Using Internet of Things and data prediction for elastic management of human resources in smart hospitals. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, v. 87, p. 103285-14, 2020.

RIGHI, R. ; DEON, C. ; GOLDSCHMIDT, G. ; KUNST, R. ; COSTA, C. A. da . Towards combining data prediction and internet of things to manage milk production on dairy cows. COMPUTERS AND ELECTRONICS IN AGRICULTURE, v. 169, p. 105156, 2020.

SILVA, A. B. ; GOMES, M. M. ; COSTA, C. A. da ; RIGHI, R. R. ; BARBOSA, J. L. V. ; PESSIN, G. ; DONCKER, G. ; FEDERIZZI, G. . Intelligent Personal Assistants: A Systematic Literature Review. EXPERT SYSTEMS WITH APPLICATIONS, p. 113193, 2020.

RODRIGUES, V. F. ; PAIM, E. P. ; KUNST, R. ; ANTUNES, R. S. ; COSTA, C. A. ; RIGHI, R. R . Exploring Publish/Subscribe, Multilevel Cloud Elasticity, and Data Compression in Telemedicine. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, v. 191, p. 105403-10, 2020.

ZEISER, F. A. ; COSTA, C. A. da ; ZONTA, T. ; MARQUES, N. M. C. ; ROEHE, A. V. ; MORENO, M. ; RIGHI, RODRIGO . Segmentation of Masses on Mammograms Using Data Augmentation and Deep Learning. JOURNAL OF DIGITAL IMAGING, p. 1-11, 2020.

TESCH DA SILVA, F. S. ; DA COSTA, C. A. ; PAREDES CROVATO, C. D. ; ROSA RIGHI, R. Looking at Energy through the Lens of Industry 4.0: a Systematic Literature Review of Concerns and Challenges. COMPUTERS & INDUSTRIAL ENGINEERING, v. 143, p. 106426, 2020.

BAVARESCO, R. ; SILVEIRA, D. ; REIS, E. ; BARBOSA, J. L. V. ; RIGHI, R. R. ; COSTA, C. A. da ; et al. Conversational agents in business: A systematic literature review and future research directions. Computer Science Review, v. 36, p. 100239-14, 2020.

SOUZA, M. L. H. ; COSTA, C. A. da ; RAMOS, G. O. ; RIGHI, R. R. . A survey on decision-making based on system reliability in the context of Industry 4.0. JOURNAL OF MANUFACTURING SYSTEMS, v. 56, p. 133-156, 2020.

KAIESKI, N. ; COSTA, C. A. da ; LORA, P. S. ; RIGHI, R. R. ; ESKOFIER, B. . Application of artificial intelligence methods in vital signs analysis of hospitalized patients: A systematic literature review. APPLIED SOFT COMPUTING, p. 106612, 2020.

DA SILVA, DENISE BANDEIRA ; SCHIMIDT, DIOGO ; DA COSTA, CRISTIANO ANDRÉ ; DA ROSA RIGHI, RODRIGO ; ESKOFIER, BJÖRN . DeepSigns: A predictive model based on Deep Learning for the early detection of patient health deterioration. EXPERT SYSTEMS WITH APPLICATIONS, v. 165, p. 113905, 2020.

ZONTA, T. ; COSTA, C. A. da ; RIGHI, R. R. ; LIMA, M. J. ; TRINDADE, E. S. ; LI, G. P. Predictive maintenance in the Industry 4.0: A systematic literature review. COMPUTERS & INDUSTRIAL ENGINEERING, p. 106889-17, 2020.

2019→

RÖEHRS, Alex ; COSTA, C. A. da ; RIGHI, R. R. ; SILVA, V. F. ; GOLDIM, J. R. ; SCHMIDT, D. C. Analyzing the Performance of a Blockchain-based Personal Health Record Implementation. JOURNAL OF BIOMEDICAL INFORMATICS, p. 103140, 2019.

MONTENEGRO, J. L. Z. ; COSTA, C. A. da ; RIGHI, R. R. Survey of Conversational Agents in Health. EXPERT SYSTEMS WITH APPLICATIONS, p. 1-43, 2019.

RODRIGUES, V. F. ; RIGHI, R. R. ; COSTA, C. A. da ; ESKOFIER, B. ; MAIER, A. On Providing Multi-Level Quality of Service for Operating Rooms of the Future. SENSORS, v. 19, p. 2303-27, 2019.

RIGHI, R. R. ; LEHMANN, M. ; GOMES, M. M. ; NOBRE, J. ; COSTA, C. A. da ; RIGO, S. ; LENA, M. ; MOHR, R. ; BERTOLDI, L. R. A Survey on Global Management View: Toward Combining System Monitoring, Resource Management, and Load Prediction. Journal of Grid Computing, p. 1-30, 2019.

GUBERT, L. C. ; COSTA, C. A. da ; RIGHI, R. R. . Context awareness in healthcare: a systematic literature review. Universal Access in the Information Society, p. 1-15, 2019.

MAYER, A. H. ; COSTA, C. A. da ; RIGHI, R. R. . Electronic health records in a Blockchain: A systematic review. Health Informatics Journal, p. 146045821986635-16, 2019.

FISCHER, G. S. ; RIGHI, R. R. ; COSTA, C. A. da ; GALANTE, G. ; GRIEBLER, D. Towards Evaluating Proactive and Reactive Approaches on Reorganizing Human Resources in IoT-Based Smart Hospitals. SENSORS, v. 19, p. 3800-29, 2019.

2018→

COSTA, C. A. da; PASLUOSTA, C. F.; ESKOFIER, B.; SILVA, D. B. da; RIGHI, R. R. Internet of Health Things: Toward Intelligent Vital Signs Monitoring in Hospital Wards. Artificial Intelligence in Medicine, 2018, v.87, p 1-9, 2018.

ROEHRS, Alex ; COSTA, C. A. da ; RIGHI, R. R. ; RIGO, S. ; WICHMAN, M. Toward a Model for Personal Health Records Interoperability. IEEE Journal of Biomedical and Health Informatics, 2018, v. 22, n.3, p 1-7, 2018.

ANTUNES, R. ; SEEWALD, L. A. ; RODRIGUES, V. F. ; COSTA, C. A. da ; SILVEIRA JR., L. G. ; RIGHI, R. R. ; MAIER, A. ; ESKOFIER, B. ; OLLENSCHLAGER, M. ; NADERI, F. ; FAHRIG, R. ; BAUER, S. ; KLEIN, S. ; CAMPANATTI, G. A Survey of Sensors in Healthcare Workflow Monitoring. ACM COMPUTING SURVEYS, v. 51, p. 1-37, 2018.

GRUBLER, M. S. ; COSTA, C. A. da ; RIGHI, R. R. ; RIGO, SANDRO J. ; CHIWIACOWSKY, L. . A Hospital Bed Allocation Hybrid Model Based on Situation Awareness. CIN-COMPUTERS INFORMATICS NURSING , v.36, n.5, p. 1-25, 2018.

NAVARRO, N. A. B. ; COSTA, C. A. da ; BARBOSA, J. L. V. ; RIGHI, R. R. . Spontaneous Social Network: toward dynamic virtual communities based on context-aware computing. EXPERT SYSTEMS WITH APPLICATIONS , v. 95, p. 72-87, 2018.

RIGHI, R. R. ; RODRIGUES, V. F. ; ROSTIROLLA, G. ; COSTA, C. A. da ; ROLOFF, E. ; NAVAUX, PHILIPPE OLIVIER ALEXANDRE . A lightweight plug-and-play elasticity service for self-organizing resource provisioning on parallel applications. FUTURE GENERATION COMPUTER SYSTEMS-The International Journal of eScience , v. 78, p. 176-190, 2018.

DA ROSA RIGHI, RODRIGO ; DE QUADROS GOMES, ROBERTO ; RODRIGUES, VINICIUS FACCO ; DA COSTA, CRISTIANO ANDRÉ ; ALBERTI, ANTONIO MARCOS ; PILLA, LAÉRCIO LIMA ; NAVAUX, PHILIPPE OLIVIER ALEXANDRE . MigPF: Towards on self-organizing process rescheduling of Bulk-Synchronous Parallel applications. FUTURE GENERATION COMPUTER SYSTEMS-The International Journal of eScience , v. 78, p. 272-286, 2018.

ROSTIROLLA, GUSTAVO ; RIGHI, RODRIGO DA ROSA ; BARBOSA, Jorge Luis Victoria ; DA COSTA, CRISTIANO ANDRE . ElCity: an Elastic Multilevel Energy Saving Model for Smart Cities. IEEE TRANSACTIONS ON SUSTAINABLE COMPUTING, v. 3, p. 30-43, 2018.

2017→

ROEHRS, ALEX ; DA COSTA, CRISTIANO ANDRÉ ; RIGHI, RODRIGO DA ROSA ; DE OLIVEIRA, KLEINNER SILVA FARIAS . Personal Health Records: A Systematic Literature Review. JOURNAL OF MEDICAL INTERNET RESEARCH , v. 19, p. e13-21, 2017.

ROEHRS, ALEX ; DA COSTA, CRISTIANO ANDRÉ ; ROSA RIGHI, RODRIGO DA . OmniPHR: A Distributed Architecture Model to Integrate Personal Health Records. JOURNAL OF BIOMEDICAL INFORMATICS , v. 71, p. 70-81, 2017.

WUNSCH, G. ; COSTA, C. A. da ; RIGHI, R. R. . A Semantic-Based Model for Triage Patients in Emergency Departments. JOURNAL OF MEDICAL SYSTEMS , v. 41, p. 65-96, 2017.

SA, K. C. ; MARTINS, M. G. ; COSTA, C. A. da ; BARBOSA, JORGE L. V. ; RIGHI, R. R. A Mapping Study on Mobile Games for Patients of Chronic Diseases. JOURNAL OF MEDICAL SYSTEMS , v. 41, p. 138-179, 2017.

CAZAROTTO, P. H. ; COSTA, C. A. da ; RIGHI, R. R. ; BARBOSA, J. L. V. GTTracker: Location-aware hierarchical model for identifying M-commerce business opportunities. PEER-TO-PEER NETWORKING AND APPLICATIONS , p. 1-19, 2017.

RODRIGUES, V. F. ; RIGHI, R. R. ; ROSTIROLLA, G. ; BARBOSA, J. L. V. ; DA COSTA, C. A.; A. , A, M. ; CHANG, V . Towards Enabling Live Thresholding as Utility to Manage Elastic Master-Slave Applications in the Cloud. JOURNAL OF GRID COMPUTING, v. 15, p. 1-22, 2017.

ANDRIOLI, L. ; RIGHI, R. R. ; COSTA, C. A. DA ; GRAEBIN, L. Observing Network Performance and Congestion on Managing Assets with RFID and Cloud Computing. JOURNAL OF COMPUTER AND COMMUNICATIONS, v. 05, p. 43-66, 2017.

WENDT, I. ; RODRIGUES, V. F. ; RIGHI, R. R. ; COSTA, C. A. da ; BARBOSA, J. L. V. ; ALBERTI, A. M. Brokel: Towards enabling multi-level cloud elasticity on publish/subscribe brokers. INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS , v. 13, p. 155014771772886-19, 2017.

2016→

ABECH, MÁRCIA ; DA COSTA, CRISTIANO ANDRÉ ; BARBOSA, JORGE LUIS VICTÓRIA ; RIGO, SANDRO JOSÉ ; DA ROSA RIGHI, RODRIGO . A model for learning objects adaptation in light of mobile and context-aware computing. PERSONAL AND UBIQUITOUS COMPUTING , v. 20, p. 167-184, 2016.

RIGHI, R. R. ; RODRIGUES, V. F. ; DA COSTA, C. A. ; GALANTE, G. ; DE BONA, L. C. ; FERRETO, T. AutoElastic: Automatic Resource Elasticity for High Performance Applications in the Cloud. IEEE TRANSACTIONS ON CLOUD COMPUTING, v. 4, p. 6-19, 2016.

RIGHI, R. R. ; GOMES, R. Q. ; RODRIGUES, V. F. ; COSTA, C. A. da ; ALBERTI, A. M. ; PILLA, L. L. ; NAVAUX, P. O. . MigPF: Towards on self-organizing process rescheduling of Bulk-Synchronous Parallel applications. FUTURE GENERATION COMPUTER SYSTEMS , v. 64, p. 1-41, 2016.

2015→

OLIVEIRA, R. R. ; CARDOSO, I. M.G. ; Barbosa, J. L.V. ; DA COSTA, C. A. ; PRADO, M. P . An intelligent model for logistics management based on geofencing algorithms and RFID technology. EXPERT SYSTEMS WITH APPLICATIONS, v. 42, p. 1-37, 2015.

RIGHI, R. R. ; DA COSTA, C. A. ; RODRIGUES, V. F. ; ROSTIROLLA, G. Joint-analysis of performance and energy consumption when enabling cloud elasticity for synchronous HPC applications. CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE , v. 28, p. 1548-1571, 2015.

TAVARES, J. ; BARBOSA, J. ; CARDOSO, I. ; COSTA, C. A. ; YAMIN, A. ; REAL, R. Hefestos: an intelligent system applied to ubiquitous accessibility. UNIVERSAL ACCESS IN THE INFORMATION SOCIETY, v. 15, p. 589-607, 2015.

2014→

COSTA, C. A. da; ZAUPA, D. ; BARBOSA, J. L.V. ; RIGHI, R. R. ; YAMIN, A. C. ; CAMARGO, J. V. ; DAROIT, N. A spontaneous social network based on mobile devices. SOCIAL NETWORK ANALYSIS AND MINING, v. 4, p. 1-14, 2014.

LOPES, J. L. B. ; SOUZA, R. ; GEYER, C. F. R. ; COSTA, C. A. da ; BARBOSA, J. L. V. ; PERNAS, A. ; YAMIN, A. C. A Middleware Architecture for Dynamic Adaptation in Ubiquitous Computing. JOURNAL OF UNIVERSAL COMPUTER SCIENCE, v. 20, p. 1327-1350, 2014.

RIGHI, R. R. ; GRAEBIN, L. ; DA COSTA, C. A. On the replacement of objects from round-based applications over heterogeneous environments. SOFTWARE, PRACTICE & EXPERIENCE , v. 45, p. 633-656, 2014.

←2013

OLIVEIRA, R. R. ; NOGUEZ, F. C. ; COSTA, C. A. ; BARBOSA, J. L. ; PRADO, M. P. SWTRACK: An intelligent model for cargo tracking based on off-the-shelf mobile devices. EXPERT SYSTEMS WITH APPLICATIONS, v. 40, p. 2023-2031, 2013.

BARBOSA, J. ; DILLENBURG, F. ; LERMEN, G. ; GARZÃO, A. ; COSTA, C. A. ; ROSA, J. Towards a programming model for context-aware applications. COMPUTER LANGUAGES, SYSTEMS & STRUCTURES, v. 38, p. 199-213, 2012.

FRANCO, L. K. ; FRANCO, L. K. ; COSTA, C. A. da ; BARBOSA, J. L.V. ; YAMIN, A. C. ; ROSA, J. H. MUCS: A model for ubiquitous commerce support. ELECTRONIC COMMERCE RESEARCH AND APPLICATIONS , v. 10, p. 237-246, 2011.

COSTA, C. A. da; YAMIN, A. C. ; GEYER, C. F. R . Towards a General Software Infrastructure for Ubiquitous Computing. IEEE PERVASIVE COMPUTING, v. 7, p. 64-73, 2008.

BARBOSA, J. L. V. ; COSTA, C. A. da ; YAMIN, A. C. ; GEYER, C. F. R. GHolo: A Multiparadigm Model Oriented to Development of Grid Systems. FUTURE GENERATION COMPUTER SYSTEMS, v. 21, n.1, p. 227-237, 2005.