Search Results - "ENDO, TAKAKO"

Simulating Fog and Edge Computing Scenarios: An Overview and Research Challenges by Svorobej, Sergej, Takako Endo, Patricia, Bendechache, Malika, Filelis-Papadopoulos, Christos, Giannoutakis, Konstantinos, Gravvanis, George, Tzovaras, Dimitrios, Byrne, James, Lynn, Theo

“…The fourth industrial revolution heralds a paradigm shift in how people, processes, things, data and networks communicate and connect with each other…”
Get full text

Machine learning and deep learning techniques to support clinical diagnosis of arboviral diseases: A systematic review by da Silva Neto, Sebastião Rogério, Tabosa Oliveira, Thomás, Teixeira, Igor Vitor, Aguiar de Oliveira, Samuel Benjamin, Souza Sampaio, Vanderson, Lynn, Theo, Endo, Patricia Takako

“…Neglected tropical diseases (NTDs) primarily affect the poorest populations, often living in remote, rural areas, urban slums or conflict zones. Arboviruses…”
Get full text

Simulating Resource Management across the Cloud-to-Thing Continuum: A Survey and Future Directions by Bendechache, Malika, Svorobej, Sergej, Takako Endo, Patricia, Lynn, Theo

“…In recent years, there has been significant advancement in resource management mechanisms for cloud computing infrastructure performance in terms of cost,…”
Get full text

Eigenvalues of Two-State Quantum Walks Induced by the Hadamard Walk by Endo, Shimpei, Endo, Takako, Komatsu, Takashi, Konno, Norio

“…Existence of the eigenvalues of the discrete-time quantum walks is deeply related to localization of the walks. We revealed, for the first time, the…”
Get full text

Analyzing the availability and performance of an e-health system integrated with edge, fog and cloud infrastructures by Santos, Guto Leoni, Takako Endo, Patricia, Ferreira da Silva Lisboa Tigre, Matheus Felipe, Ferreira da Silva, Leylane Graziele, Sadok, Djamel, Kelner, Judith, Lynn, Theo

“…The Internet of Things has the potential of transforming health systems through the collection and analysis of patient physiological data via wearable devices…”
Get full text

Accelerometer-Based Human Fall Detection Using Convolutional Neural Networks by Santos, Guto Leoni, Endo, Patricia Takako, Monteiro, Kayo Henrique de Carvalho, Rocha, Elisson da Silva, Silva, Ivanovitch, Lynn, Theo

“…Human falls are a global public health issue resulting in over 37.3 million severe injuries and 646,000 deaths yearly. Falls result in direct financial cost to…”
Get full text

Examining the determinants of acceptance and use of mobile contact tracing applications in Brazil: An extended privacy calculus perspective by Fox, Grace, Werff, Lisa, Rosati, Pierangelo, Takako Endo, Patricia, Lynn, Theo

“…Mobile contact tracing applications have emerged as a potential solution to track and reduce the transmission of viruses such as Covid‐19. These applications…”
Get full text

A comparative analysis of converters of tabular data into image for the classification of Arboviruses using Convolutional Neural Networks by Medeiros Neto, Leonides, Rogerio da Silva Neto, Sebastião, Endo, Patricia Takako

“…Tabular data is commonly used in business and literature and can be analyzed using tree-based Machine Learning (ML) algorithms to extract meaningful…”
Get full text

When 5G Meets Deep Learning: A Systematic Review by Santos, Guto Leoni, Endo, Patricia Takako, Sadok, Djamel, Kelner, Judith

“…This last decade, the amount of data exchanged on the Internet increased by over a staggering factor of 100, and is expected to exceed well over the 500…”
Get full text

Artificial Mercosur license plates dataset by Silvano, Gilles Velleneuve Trindade, Silva, Ivanovitch, Ribeiro, Vinícius Campos Tinoco, Greati, Vitor Rodrigues, Bezerra, Aguinaldo, Endo, Patricia Takako, Lynn, Theo

“…Mercosur (a.k.a. Mercosul) is a trade bloc comprising five South American countries. In 2018, a unified Mercosur license plate model was rolled out. Access to…”
Get full text

Short- and Very Short-Term Firm-Level Load Forecasting for Warehouses: A Comparison of Machine Learning and Deep Learning Models by Ribeiro, Andrea Maria N. C., do Carmo, Pedro Rafael X., Endo, Patricia Takako, Rosati, Pierangelo, Lynn, Theo

“…Commercial buildings are a significant consumer of energy worldwide. Logistics facilities, and specifically warehouses, are a common building type which remain…”
Get full text

Syphilis Trigram: a domain-specific visualisation to combat syphilis epidemic and improve the quality of maternal and child health in Brazil by de Morais, Cleber Matos, Teixeira, Igor Vitor, Sadok, Sara, Endo, Patricia Takako, Kelner, Judith

“…The Brazilian healthcare system is a large and complex system, specially considering its mixed public and private funding. The incidence of syphilis has…”
Get full text

Latin America in the clutches of an old foe: Dengue by Alied, Marcel, Endo, Patricia Takako, Aquino, Victor Hugo, Vadduri, Venkata Vasavi, Huy, Nguyen Tien

Get full text

Predicting congenital syphilis cases: A performance evaluation of different machine learning models by Teixeira, Igor Vitor, da Silva Leite, Morgana Thalita, de Morais Melo, Flávio Leandro, da Silva Rocha, Élisson, Sadok, Sara, Pessoa da Costa Carrarine, Ana Sofia, Santana, Marília, Pinheiro Rodrigues, Cristina, de Lima Oliveira, Ana Maria, Vieira Gadelha, Keduly, de Morais, Cleber Matos, Kelner, Judith, Endo, Patricia Takako

“…Communicable diseases represent a huge economic burden for healthcare systems and for society. Sexually transmitted infections (STIs) are a concerning issue,…”
Get full text

A Comparative Study of Deep Learning Models for Dental Segmentation in Panoramic Radiograph by da Silva Rocha, Élisson, Endo, Patricia Takako

“…Introduction: Dental segmentation in panoramic radiograph has become very relevant in dentistry, since it allows health professionals to carry out their…”
Get full text

On usage of artificial intelligence for predicting mortality during and post-pregnancy: a systematic review of literature by Silva Rocha, Elisson da, de Morais Melo, Flavio Leandro, de Mello, Maria Eduarda Ferro, Figueiroa, Barbara, Sampaio, Vanderson, Endo, Patricia Takako

“…Care during pregnancy, childbirth and puerperium are fundamental to avoid pathologies for the mother and her baby. However, health issues can occur during this…”
Get full text

Service Function Chain Placement in Distributed Scenarios: A Systematic Review by Santos, Guto Leoni, Bezerra, Diego de Freitas, Rocha, Élisson da Silva, Ferreira, Leylane, Moreira, André Luis Cavalcanti, Gonçalves, Glauco Estácio, Marquezini, Maria Valéria, Recse, Ákos, Mehta, Amardeep, Kelner, Judith, Sadok, Djamel, Endo, Patricia Takako

“…The network function virtualization (NFV) paradigm is an emerging technology that provides network flexibility by allowing the allocation of network functions…”
Get full text

Malaria Trigram: improving the visualization of recurrence data for malaria elimination by de Morais, Cleber Matos, de Carvalho Monteiro, Kayo Henrique, Brito-Sousa, Jose Diego, Monteiro, Wuelton Marcelo, Sampaio, Vanderson Souza, Endo, Patricia Takako, Kelner, Judith

“…Background Although considerable success in reducing the incidence of malaria has been achieved in Brazil in recent years, an increase in the proportion of…”
Get full text

Availability analysis of design configurations to compose virtual performance‐optimized data center systems in next‐generation cloud data centers by Rosendo, Daniel, Gomes, Demis, Leoni Santos, Guto, Silva, Leylane, Moreira, Andre, Kelner, Judith, Sadok, Djamel, Gonçalves, Glauco, Mehta, Amardeep, Wildeman, Mattias, Takako Endo, Patricia

“…Summary Next‐generation cloud data centers are based on software‐defined data center infrastructures that promote flexibility, automation, optimization, and…”
Get full text

Convolutional Extreme Learning Machines: A Systematic Review by Rodrigues, Iago Richard, da Silva Neto, Sebastião Rogério, Kelner, Judith, Sadok, Djamel, Endo, Patricia Takako

“…Much work has recently identified the need to combine deep learning with extreme learning in order to strike a performance balance with accuracy, especially in…”
Get full text