All Stories

  1. Deep learning for detecting dilated or contracted pupils

    Article • Biomedical Signal Processing and Control, August 2024, Elsevier

    Prof. Anselmo Cardoso de Paiva

  2. A One-Step Methodology for Identifying Concrete Pathologies Using Neural Networks—Using YOLO v8 and Dataset Review

    Article • Applied Sciences, May 2024, MDPI AG

    Prof. Anselmo Cardoso de Paiva

  3. A Large Language Model Approach to Detect Hate Speech in Political Discourse Using Multiple Language Corpora

    Article • April 2024, ACM (Association for Computing Machinery)

    Prof. Anselmo Cardoso de Paiva

  4. Deep Learning Applications in Histopathological Images

    Article • January 2024, Springer Science + Business Media

    Prof. Anselmo Cardoso de Paiva

  5. Enhancing Image Annotation With Object Tracking and Image Retrieval: A Systematic Review

    Article • IEEE Access, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Anselmo Cardoso de Paiva

  6. Tooth Detection and Numbering in Panoramic Radiographs Using YOLOv8-Based Approach

    Article • January 2024, Springer Science + Business Media

    Prof. Anselmo Cardoso de Paiva

  7. Glaucoma Grading Using Multimodal Imaging and Multilevel CNN

    Article • IEEE Latin America Transactions, October 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Anselmo Cardoso de Paiva

  8. A corneal ulcer segmentation approach using U-Net and stepwise fine-tuning

    Article • Computer Methods in Biomechanics and Biomedical Engineering Imaging & Visualization, August 2023, Taylor & Francis

    Prof. Anselmo Cardoso de Paiva, Professor João Manuel R.S. Tavares

  9. A Machine Learning Approach for Classifying Road Accident Hotspots

    Article • ISPRS International Journal of Geo-Information, May 2023, MDPI AG

    Prof. Anselmo Cardoso de Paiva

  10. A Method for Detecting Pathologies in Concrete Structures Using Deep Neural Networks

    Article • Applied Sciences, May 2023, MDPI AG

    Prof. Anselmo Cardoso de Paiva

  11. A PPM-based UNet for Tumour and Kidney Segmentation in CTScans

    Article • Computer Methods in Biomechanics and Biomedical Engineering Imaging & Visualization, April 2023, Taylor & Francis

    Prof. Anselmo Cardoso de Paiva

  12. Detection of potential gas accumulations in 2D seismic images using spatio-temporal, PSO, and convolutional LSTM approaches

    Article • Expert Systems with Applications, April 2023, Elsevier

    Prof. Anselmo Cardoso de Paiva

  13. Univariate Time Series missing data Imputation using Pix2Pix GAN

    Article • IEEE Latin America Transactions, March 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Anselmo Cardoso de Paiva

  14. A Two-Stage Method for Polyp Detection in Colonoscopy Images Based on Saliency Object Extraction and Transformers

    Article • IEEE Access, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Anselmo Cardoso de Paiva

  15. Diabetic Retinopathy Detection Using Convolutional Neural Networks for Mobile Use

    Article • January 2023, Springer Science + Business Media

    Prof. Anselmo Cardoso de Paiva

  16. Multi-label Classification of Pathologies in Chest Radiograph Images Using DenseNet

    Article • January 2023, Springer Science + Business Media

    Prof. Anselmo Cardoso de Paiva

  17. Multilevel CNN for anterior chamber angle classification using AS-OCT images

    Article • International Journal of Innovative Computing and Applications, January 2023, Inderscience Publishers

    Prof. Anselmo Cardoso de Paiva

  18. Transfer learning-based lung segmentation and pneumonia detection for paediatric chest X-ray images

    Article • International Journal of Innovative Computing and Applications, January 2023, Inderscience Publishers

    Prof. Anselmo Cardoso de Paiva

  19. Using Multilingual Approach in Cross-Lingual Transfer Learning to Improve Hate Speech Detection

    Article • January 2023, Scitepress

    Prof. Anselmo Cardoso de Paiva

  20. A computing platform to analyze breast abnormalities using infrared images

    Article • Medical & Biological Engineering & Computing, December 2022, Springer Science + Business Media

    Prof. Anselmo Cardoso de Paiva

  21. Computational method for aid in the diagnosis of sixth optic nerve palsy through digital videos

    Article • Computers in Biology and Medicine, November 2022, Elsevier

    Prof. Anselmo Cardoso de Paiva

  22. Classification of Video Capsule Endoscopy Images Using Visual Transformers

    Article • September 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Anselmo Cardoso de Paiva

  23. Classificação de lesões mamárias das categorias 4 e 5 do padrão BI-RADS® utilizando redes neurais

    Article • Research Society and Development, July 2022, Research, Society and Development

    Prof. Anselmo Cardoso de Paiva

  24. A cascade approach for automatic segmentation of cardiac structures in short-axis cine-MR images using deep neural networks

    Article • Expert Systems with Applications, July 2022, Elsevier

    Prof. Anselmo Cardoso de Paiva

  25. An automatic approach for heart segmentation in CT scans through image processing techniques and Concat-U-Net

    Article • Expert Systems with Applications, June 2022, Elsevier

    Prof. Anselmo Cardoso de Paiva

  26. Time2Vec transformer

    Article • April 2022, ACM (Association for Computing Machinery)

    Roberto Quevedo, Prof. Anselmo Cardoso de Paiva

  27. Kidney tumor segmentation from computed tomography images using DeepLabv3+ 2.5D model

    Article • Expert Systems with Applications, April 2022, Elsevier

    Prof. Anselmo Cardoso de Paiva

  28. Heart segmentation in planning CT using 2.5D U-Net++ with attention gate

    Article • Computer Methods in Biomechanics and Biomedical Engineering Imaging & Visualization, March 2022, Taylor & Francis

    Prof. Anselmo Cardoso de Paiva

  29. Liver segmentation from computed tomography images using cascade deep learning

    Article • Computers in Biology and Medicine, January 2022, Elsevier

    Prof. Anselmo Cardoso de Paiva

  30. A Two-Stage U-Net to Estimate the Cultivated Area of Plantations

    Article • January 2022, Springer Science + Business Media

    Prof. Anselmo Cardoso de Paiva

  31. A deep learning method with residual blocks for automatic spinal cord segmentation in planning CT

    Article • Biomedical Signal Processing and Control, January 2022, Elsevier

    Prof. Anselmo Cardoso de Paiva

  32. Defining Requirements for the Development of Useful and Usable Chatbots: An Analysis of Quality Attributes from Academy and Industry

    Article • January 2022, Springer Science + Business Media

    Prof. Anselmo Cardoso de Paiva

  33. Defining an A/B Testing Process for Usability and User Experience Evaluation Through the Analysis of the Results of a Literature Review

    Article • January 2022, Springer Science + Business Media

    Prof. Anselmo Cardoso de Paiva

  34. Detection and Delimitation of Natural Gas in Seismic Images using MLP-Mixer and U-Net

    Article • January 2022, Scitepress

    Prof. Anselmo Cardoso de Paiva

  35. Human Papillomavirus Modulates Matrix Metalloproteinases During Carcinogenesis: Clinical Significance and Role of Viral Oncoproteins

    Article • In Vivo, January 2022, International Institute of Anticancer Research

    Prof. Anselmo Cardoso de Paiva

  36. Practical Findings from Applying Quality Assurance Activities in the Development of Three Information Systems for Power Companies

    Article • January 2022, Scitepress

    Prof. Anselmo Cardoso de Paiva

  37. Segmentation and reconstruction of the lung in CT affected by COVID-19 using deep learning and adaptive convex hull

    Article • December 2021, SPIE

    Prof. Anselmo Cardoso de Paiva

  38. Automatic method for classifying COVID-19 patients based on chest X-ray images, using deep features and PSO-optimized XGBoost

    Article • Expert Systems with Applications, November 2021, Elsevier

    Prof. Anselmo Cardoso de Paiva

  39. Developing a Set of Design Patterns Specific for the Design of User Interfaces for Autistic Users

    Article • October 2021, ACM (Association for Computing Machinery)

    Prof. Anselmo Cardoso de Paiva

  40. An automatic method for segmentation of liver lesions in computed tomography images using deep neural networks

    Article • Expert Systems with Applications, October 2021, Elsevier

    Prof. Anselmo Cardoso de Paiva

  41. Forecasting of individual electricity consumption using Optimized Gradient Boosting Regression with Modified Particle Swarm Optimization

    Article • Engineering Applications of Artificial Intelligence, October 2021, Elsevier

    Prof. Anselmo Cardoso de Paiva

  42. TIMEG: Development and Evaluation of an Inspection Checklist Tool for Mobile Educational Games

    Article • September 2021, ACM (Association for Computing Machinery)

    Prof. Anselmo Cardoso de Paiva

  43. An automated CNN architecture search for glaucoma diagnosis based on NEAT

    Article • Multimedia Tools and Applications, September 2021, Springer Science + Business Media

    Prof. Anselmo Cardoso de Paiva

  44. Bayesian convolutional neural network estimation for pediatric pneumonia detection and diagnosis

    Article • Computer Methods and Programs in Biomedicine, September 2021, Elsevier

    Prof. Anselmo Cardoso de Paiva

  45. Automatic ocular version evaluation in images using random forest

    Article • Expert Systems with Applications, August 2021, Elsevier

    Prof. Anselmo Cardoso de Paiva

  46. Surgical planning of horizontal strabismus using multiple output regression tree

    Article • Computers in Biology and Medicine, July 2021, Elsevier

    Prof. Anselmo Cardoso de Paiva

  47. Segmentation and quantification of COVID-19 infections in CT using pulmonary vessels extraction and deep learning

    Article • Multimedia Tools and Applications, June 2021, Springer Science + Business Media

    Prof. Anselmo Cardoso de Paiva

  48. Automatic segmentation of retinal layers in OCT images with intermediate age-related macular degeneration using U-Net and DexiNed

    Article • PLoS ONE, May 2021, PLOS

    Prof. Anselmo Cardoso de Paiva

  49. A Coarse to Fine Corneal Ulcer Segmentation Approach Using U-net and DexiNed in Chain

    Article • January 2021, Springer Science + Business Media

    Professor João Manuel R.S. Tavares, Prof. Anselmo Cardoso de Paiva

  50. Applying Exploratory Testing and Ad-Hoc Usability Inspection to Improve the Ease of Use of a Mobile Power Consumption Registration App: An Experience Report

    Article • January 2021, Springer Science + Business Media

    Prof. Anselmo Cardoso de Paiva

  51. Lessons Learned from Applying Requirements and Design Techniques in the Development of a Machine Learning System for Predicting Lawsuits Against Power Companies

    Article • January 2021, Springer Science + Business Media

    Prof. Anselmo Cardoso de Paiva

  52. Using Cross Lingual Learning for Detecting Hate Speech in Portuguese

    Article • January 2021, Springer Science + Business Media

    Prof. Anselmo Cardoso de Paiva

  53. Using Machine Learning for Risk Classification in Brazilian Federal Voluntary Transfers

    Article • January 2021, Springer Science + Business Media

    Prof. Anselmo Cardoso de Paiva

  54. Eye tracking como estratégia educacional inclusiva: avaliação com estudantes com autismo

    Article • Revista Brasileira de Informática na Educação, December 2020, Comissao Especial de Informatica na Educacao

    Prof. Anselmo Cardoso de Paiva

  55. Deployment of a Machine Learning System for Predicting Lawsuits Against Power Companies: Lessons Learned from an Agile Testing Experience for Improving Software Quality

    Article • December 2020, ACM (Association for Computing Machinery)

    Prof. Anselmo Cardoso de Paiva

  56. Tear Film Classification in Interferometry Eye Images Using Phylogenetic Diversity Indexes and Ripley's K Function

    Article • IEEE Journal of Biomedical and Health Informatics, December 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Anselmo Cardoso de Paiva

  57. Esophagus segmentation from planning CT images using an atlas-based deep learning approach

    Article • Computer Methods and Programs in Biomedicine, December 2020, Elsevier

    Prof. Anselmo Cardoso de Paiva

  58. Authoring and Visualization Tool for Augmented Scenic Performances Prototyping and Experience

    Article • November 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Anselmo Cardoso de Paiva

  59. Legal Judgment Prediction in the Context of Energy Market using Gradient Boosting

    Article • October 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Anselmo Cardoso de Paiva

  60. Multiclass Legal Judgment Outcome Prediction for Consumer Lawsuits using XGBoost and TPE

    Article • October 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Anselmo Cardoso de Paiva

  61. Temporal Convolutional Network applied for Forecasting Individual Monthly Electric Energy Consumption

    Article • October 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Anselmo Cardoso de Paiva

  62. Kidney segmentation from computed tomography images using deep neural network

    Article • Computers in Biology and Medicine, August 2020, Elsevier

    Prof. Anselmo Cardoso de Paiva

  63. Automatic Prostate Segmentation on 3D MRI Scans Using Convolutional Neural Networks with Residual Connections and Superpixels

    Article • July 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Anselmo Cardoso de Paiva

  64. Data Augmentation for Face Recognition with CNN Transfer Learning

    Article • July 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Anselmo Cardoso de Paiva

  65. Hybrid Capsule Network Architecture Estimation for Melanoma Detection

    Article • July 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Anselmo Cardoso de Paiva

  66. Improving Active Shape Models Robustness Towards Locating Facial Landmarks In Profile Contour

    Article • July 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Anselmo Cardoso de Paiva

  67. Mask Overlaying: a Deep Learning Approach for Individual Optic Cup Segmentation from Fundus Image

    Article • July 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Anselmo Cardoso de Paiva

  68. Message from the Publication Chairs

    Article • July 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Anselmo Cardoso de Paiva

  69. Multilevel CNN for Angle Closure Glaucoma Detection using AS-OCT Images

    Article • July 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Anselmo Cardoso de Paiva

  70. Preface

    Article • July 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Anselmo Cardoso de Paiva

  71. Self-Reading by Speech: An End-to-end Speech Recognition Method Applied to the Energy Consumption Measurement on Mobile Devices

    Article • July 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Anselmo Cardoso de Paiva

  72. Transfer Learning Method Evaluation for Automatic Pediatric Chest X-Ray Image Segmentation

    Article • July 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Anselmo Cardoso de Paiva

  73. Superpixel-based deep convolutional neural networks and active contour model for automatic prostate segmentation on 3D MRI scans

    Article • Medical & Biological Engineering & Computing, June 2020, Springer Science + Business Media

    Prof. Anselmo Cardoso de Paiva

  74. Classification of breast masses in mammograms using geometric and topological feature maps and shape distribution

    Article • Research on Biomedical Engineering, June 2020, Springer Science + Business Media

    Prof. Anselmo Cardoso de Paiva

  75. A Recommender for Resource Allocation in Compute Clouds Using Genetic Algorithms and SVR

    Article • IEEE Latin America Transactions, June 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Anselmo Cardoso de Paiva

  76. Breast cancer diagnosis from histopathological images using textural features and CBIR

    Article • Artificial Intelligence in Medicine, May 2020, Elsevier

    Prof. Anselmo Cardoso de Paiva

  77. Interferometer eye image classification for dry eye categorization using phylogenetic diversity indexes for texture analysis

    Article • Computer Methods and Programs in Biomedicine, May 2020, Elsevier

    Prof. Anselmo Cardoso de Paiva

  78. Inter Faces: processos de criação para performance com Realidade Aumentada

    Article • Revista Brasileira de Estudos da Presença, January 2020, FapUNIFESP (SciELO)

    Prof. Anselmo Cardoso de Paiva

  79. An ergonomic evaluation method using a mobile depth sensor and pose estimation

    Article • October 2019, ACM (Association for Computing Machinery)

    Prof. Anselmo Cardoso de Paiva

  80. Automatic Ocular Alignment Evaluation for Strabismus Detection Using U-NET and ResNet Networks

    Article • October 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Anselmo Cardoso de Paiva

  81. An automatic method for lung segmentation and reconstruction in chest X-ray using deep neural networks

    Article • Computer Methods and Programs in Biomedicine, August 2019, Elsevier

    Prof. Anselmo Cardoso de Paiva

  82. Modified Quality Threshold Clustering for Temporal Analysis and Classification of Lung Lesions

    Article • IEEE Transactions on Image Processing, April 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Anselmo Cardoso de Paiva

  83. Spinal cord detection in planning CT for radiotherapy through adaptive template matching, IMSLIC and convolutional neural networks

    Article • Computer Methods and Programs in Biomedicine, March 2019, Elsevier

    Prof. Anselmo Cardoso de Paiva

  84. Pathophysiological mapping of tumor habitats in the breast in DCE-MRI using molecular texture descriptor

    Article • Computers in Biology and Medicine, March 2019, Elsevier

    Prof. Anselmo Cardoso de Paiva

  85. Temporal analysis of lung lesions through dynamic shape features

    Article • Computers & Electrical Engineering, March 2019, Elsevier

    Prof. Anselmo Cardoso de Paiva

  86. Automatic Prostate Lesions Detection on MR Images Based on the Ising Model

    Article • Journal of Computational and Theoretical Nanoscience, February 2019, American Scientific Publishers

    Prof. Anselmo Cardoso de Paiva

  87. Correction to: Semivariogram and Semimadogram functions as descriptors for AMD diagnosis on SD-OCT topographic maps using Support Vector Machine

    Article • BioMedical Engineering OnLine, November 2018, Springer Science + Business Media

    Prof. Anselmo Cardoso de Paiva

  88. Semivariogram and Semimadogram functions as descriptors for AMD diagnosis on SD-OCT topographic maps using Support Vector Machine

    Article • BioMedical Engineering OnLine, October 2018, Springer Science + Business Media

    Prof. Anselmo Cardoso de Paiva

  89. Classification of patterns of benignity and malignancy based on CT using topology-based phylogenetic diversity index and convolutional neural network

    Article • Pattern Recognition, September 2018, Elsevier

    Prof. Anselmo Cardoso de Paiva

  90. Convolutional neural network-based PSO for lung nodule false positive reduction on CT images

    Article • Computer Methods and Programs in Biomedicine, August 2018, Elsevier

    Prof. Anselmo Cardoso de Paiva

  91. Glaucoma diagnosis in fundus eye images using diversity indexes

    Article • Multimedia Tools and Applications, July 2018, Springer Science + Business Media

    Prof. Anselmo Cardoso de Paiva

  92. Diagnosis of breast tissue in mammography images based local feature descriptors

    Article • Multimedia Tools and Applications, July 2018, Springer Science + Business Media

    Prof. Anselmo Cardoso de Paiva

  93. Methodology Based on Texture, Color and Shape Features For Traffic Light Detection and Recognition

    Article • July 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Anselmo Cardoso de Paiva

  94. Mobile Application for Crowdmapping Accessibility Places and Generation of Accessible Routes

    Article • June 2018, Springer Science + Business Media

    Prof. Anselmo Cardoso de Paiva

  95. Image Processing of Artworks for Construction of 3D Models Accessible to the Visually Impaired

    Article • June 2018, Springer Science + Business Media

    Prof. Anselmo Cardoso de Paiva

  96. Breast cancer detection in mammography using spatial diversity, geostatistics, and concave geometry

    Article • Multimedia Tools and Applications, June 2018, Springer Science + Business Media

    Prof. Anselmo Cardoso de Paiva

  97. Evaluation of Melanoma Diagnosis using Deep Features

    Article • June 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Anselmo Cardoso de Paiva

  98. Glaucoma Diagnosis over Eye Fundus Image through Deep Features

    Article • June 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Anselmo Cardoso de Paiva

  99. Mixture of Dynamic Textures Applied to Temporal Analysis of Lung Lesions

    Article • Journal of Computational and Theoretical Nanoscience, June 2018, American Scientific Publishers

    Prof. Anselmo Cardoso de Paiva

  100. Tear Film Classification Using Phylogenetic Diversity Indexes as Texture Descriptor

    Article • June 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Anselmo Cardoso de Paiva

  101. Classification of malignant and benign lung nodules using taxonomic diversity index and phylogenetic distance

    Article • Medical & Biological Engineering & Computing, May 2018, Springer Science + Business Media

    Prof. Anselmo Cardoso de Paiva

  102. IDENTIFICAÇÃO DE BARREIRAS FÍSICAS EM AMBIENTES CONSTRUÍDOS

    Article • May 2018, Editora Edgard Blucher, Ltda.

    Prof. Anselmo Cardoso de Paiva

  103. Augmented visualization using homomorphic filtering and Haar-based natural markers for power systems substations

    Article • Computers in Industry, May 2018, Elsevier

    Prof. Anselmo Cardoso de Paiva

  104. Acessibilidade em Ambientes Escolares: Identificação de Barreiras Físicas

    Article • April 2018, Editora Edgard Blucher, Ltda.

    Prof. Anselmo Cardoso de Paiva

  105. Detection of mass regions in mammograms by bilateral analysis adapted to breast density using similarity indexes and convolutional neural networks

    Article • Computer Methods and Programs in Biomedicine, March 2018, Elsevier

    Prof. Anselmo Cardoso de Paiva

  106. Sign Language Recognition Based on 3D Convolutional Neural Networks

    Article • January 2018, Springer Science + Business Media

    Prof. Anselmo Cardoso de Paiva

  107. An Approach for Construction of Augmented Reality Systems using Natural Markers and Mobile Sensors in Industrial Fields

    Article • International Journal of Computers Communications & Control, June 2017, Agora University in Oradea

    Prof. Anselmo Cardoso de Paiva

  108. ACESSIBILIDADE EM AMBIENTES ESCOLARES: IDENTIFICAÇÃO DE BARREIRAS FÍSICAS

    Article • June 2017, Editora Edgard Blucher, Ltda.

    Prof. Anselmo Cardoso de Paiva

  109. Application of virtual reality techniques to a birth simulation

    Article • June 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Anselmo Cardoso de Paiva

  110. Computer-Aided Diagnosis of Lung Nodules in Computed Tomography by Using Phylogenetic Diversity, Genetic Algorithm, and SVM

    Article • Journal of Digital Imaging, May 2017, Springer Science + Business Media

    Prof. Anselmo Cardoso de Paiva

  111. Statistical tools for the temporal analysis and classification of lung lesions

    Article • Computer Methods and Programs in Biomedicine, April 2017, Elsevier

    Prof. Anselmo Cardoso de Paiva

  112. Classification of breast tissues into mass and non-mass by means of the micro-genetic algorithm, phylogenetic trees, LBP and SVM

    Article • Computer Methods in Biomechanics and Biomedical Engineering Imaging & Visualization, March 2017, Taylor & Francis

    Prof. Anselmo Cardoso de Paiva

  113. Lung nodule classification using artificial crawlers, directional texture and support vector machine

    Article • Expert Systems with Applications, March 2017, Elsevier

    Prof. Anselmo Cardoso de Paiva

  114. Unsupervised detection of density changes through principal component analysis for lung lesion classification

    Article • Multimedia Tools and Applications, February 2017, Springer Science + Business Media

    Prof. Anselmo Cardoso de Paiva

  115. A Deep Approach for Handwritten Musical Symbols Recognition

    Article • November 2016, ACM (Association for Computing Machinery)

    Prof. Anselmo Cardoso de Paiva

  116. 3D shape analysis to reduce false positives for lung nodule detection systems

    Article • Medical & Biological Engineering & Computing, October 2016, Springer Science + Business Media

    Prof. Anselmo Cardoso de Paiva

  117. Lung-Nodule Classification Based on Computed Tomography Using Taxonomic Diversity Indexes and an SVM

    Article • Journal of Signal Processing Systems, April 2016, Springer Science + Business Media

    Prof. Anselmo Cardoso de Paiva

  118. Lung nodule classification based on shape distributions

    Article • April 2016, ACM (Association for Computing Machinery)

    Prof. Anselmo Cardoso de Paiva

  119. Towards Metadata Analysis on Opinionated Content in Tweets

    Article • January 2016, Scitepress

    Prof. Anselmo Cardoso de Paiva

  120. Detection of masses in mammograms with adaption to breast density using genetic algorithm, phylogenetic trees, LBP and SVM

    Article • Expert Systems with Applications, December 2015, Elsevier

    Prof. Anselmo Cardoso de Paiva

  121. Automatic segmentation of masses in digital mammograms using particle swarm optimization and graph clustering

    Article • September 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Anselmo Cardoso de Paiva

  122. Surgical planning for horizontal strabismus using Support Vector Regression

    Article • Computers in Biology and Medicine, August 2015, Elsevier

    Prof. Anselmo Cardoso de Paiva

  123. An Immersive Virtual Reality Application for Collaborative Training of Power Systems Operators

    Article • May 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Anselmo Cardoso de Paiva

  124. Classification of breast regions as mass and non-mass based on digital mammograms using taxonomic indexes and SVM

    Article • Computers in Biology and Medicine, February 2015, Elsevier

    Prof. Anselmo Cardoso de Paiva

  125. Computer-Aided Methodology for Syndromic Strabismus Diagnosis

    Article • Journal of Digital Imaging, January 2015, Springer Science + Business Media

    Prof. Anselmo Cardoso de Paiva

  126. Semi-automatic photograph tagging by combining context with content-based information

    Article • Expert Systems with Applications, January 2015, Elsevier

    Prof. Anselmo Cardoso de Paiva

  127. A Comparison of SVM Versus Naive-Bayes Techniques for Sentiment Analysis in Tweets

    Article • November 2014, ACM (Association for Computing Machinery)

    Prof. Anselmo Cardoso de Paiva

  128. Automatic detection of small lung nodules in 3D CT data using Gaussian mixture models, Tsallis entropy and SVM

    Article • Engineering Applications of Artificial Intelligence, November 2014, Elsevier

    Prof. Anselmo Cardoso de Paiva

  129. Automatic Detection of Masses in Mammograms Using Quality Threshold Clustering, Correlogram Function, and SVM

    Article • Journal of Digital Imaging, October 2014, Springer Science + Business Media

    Prof. Anselmo Cardoso de Paiva

  130. A New Database for Breast Research with Infrared Image

    Article • Journal of Medical Imaging and Health Informatics, March 2014, American Scientific Publishers

    Prof. Anselmo Cardoso de Paiva

  131. Automatic detection of solitary lung nodules using quality threshold clustering, genetic algorithm and diversity index

    Article • Artificial Intelligence in Medicine, March 2014, Elsevier

    Prof. Anselmo Cardoso de Paiva

  132. Texture analysis of masses in digitized mammograms using Gleason and Menhinick Diversity Indexes

    Article • Revista Brasileira de Engenharia Biomédica, January 2014, Editora Cubo Multimidia

    Prof. Anselmo Cardoso de Paiva

  133. Visualization of Power Systems Based on Panoramic Augmented Environments

    Article • January 2014, Springer Science + Business Media

    Prof. Anselmo Cardoso de Paiva

  134. Detection of masses based on asymmetric regions of digital bilateral mammograms using spatial description with variogram and cross-variogram functions

    Article • Computers in Biology and Medicine, September 2013, Elsevier

    Prof. Anselmo Cardoso de Paiva

  135. Computational methodology for automatic detection of strabismus in digital images through Hirschberg test

    Article • Computers in Biology and Medicine, January 2012, Elsevier

    Prof. Anselmo Cardoso de Paiva

  136. Diagnosis of Breast Regions through the Use of Ripley's K Function and SVM

    Article • January 2012, ACTA Press

    Prof. Anselmo Cardoso de Paiva

  137. A Visualization Method for Power Systems using Geographical Views and Thiessen Polygons

    Article • January 2012, ACTA Press

    Prof. Anselmo Cardoso de Paiva

  138. Computer-Aided Detection and Diagnosis of Breast Cancer Using Machine Learning, Texture and Shape Features

    Article • January 2012, IGI Global

    Prof. Anselmo Cardoso de Paiva

  139. Detection of masses in mammogram images using CNN, geostatistic functions and SVM

    Article • Computers in Biology and Medicine, August 2011, Elsevier

    Prof. Anselmo Cardoso de Paiva

  140. PhotoGeo: a photo digital library with spatial-temporal support and self-annotation

    Article • Multimedia Tools and Applications, February 2011, Springer Science + Business Media

    Prof. Anselmo Cardoso de Paiva

  141. A Visualization Method for Power Systems using Geographical Views and Thiessen Polygons

    Article • January 2011, ACTA Press

    Prof. Anselmo Cardoso de Paiva

  142. COMPARISON OF SUPPORT VECTOR MACHINES AND BAYESIAN NEURAL NETWORKS PERFORMANCE FOR BREAST TISSUES USING GEOSTATISTICAL FUNCTIONS IN MAMMOGRAPHIC IMAGES

    Article • International Journal of Computational Intelligence and Applications, December 2010, World Scientific Pub Co Pte Lt

    Prof. Anselmo Cardoso de Paiva

  143. Using geoprocessing to monitor voltage disturbance in power systems

    Article • November 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Anselmo Cardoso de Paiva

  144. Detection of masses in mammographic images using geometry, Simpson's Diversity Index and SVM

    Article • International Journal of Signal and Imaging Systems Engineering, January 2010, Inderscience Publishers

    Prof. Anselmo Cardoso de Paiva

  145. A context-aware solution to annotate people in mobile devices

    Article • December 2009, ACM (Association for Computing Machinery)

    Prof. Anselmo Cardoso de Paiva

  146. Content based mammography images retrieval using Ripley's K function

    Article • November 2009, ACM (Association for Computing Machinery)

    Prof. Anselmo Cardoso de Paiva

  147. Detection of Masses in Digital Mammograms using K-Means and Support Vector Machine

    Article • ELCVIA Electronic Letters on Computer Vision and Image Analysis, August 2009, Universitat Autonoma de Barcelona

    Prof. Anselmo Cardoso de Paiva

  148. Detection of Masses in Mammograms Using Cellular Neural Networks, Hidden Markov Models and Ripley's K Function

    Article • June 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Anselmo Cardoso de Paiva

  149. Elements in hair of an exposed group

    Article • Journal of Radioanalytical and Nuclear Chemistry, January 2009, Springer Science + Business Media

    Prof. Anselmo Cardoso de Paiva

  150. Detection of Masses in Mammographic Images Using Simpson’s Diversity Index in Circular Regions and SVM

    Article • January 2009, Springer Science + Business Media

    Prof. Anselmo Cardoso de Paiva

  151. Location Information Management in LBS Applications

    Article • January 2009, IGI Global

    Prof. Anselmo Cardoso de Paiva

  152. Web-Based GIS

    Article • January 2009, IGI Global

    Prof. Anselmo Cardoso de Paiva

  153. Expandindo e utilizando informações de contexto para a sugestao de anotações de fotografias digitais

    Article • October 2008, ACM (Association for Computing Machinery)

    Prof. Anselmo Cardoso de Paiva

  154. Personalized Path Finding in Road Networks

    Article • September 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Anselmo Cardoso de Paiva

  155. Application on Reinforcement Learning for Diagnosis Based on Medical Image

    Article • January 2008, IntechOpen

    Prof. Anselmo Cardoso de Paiva

  156. Breast Tissues Classification Based on the Application of Geostatistical Features and Wavelet Transform

    Article • November 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Anselmo Cardoso de Paiva

  157. Classification of Breast Masses in Mammogram Images Using Ripley’s K Function and Support Vector Machine

    Article • January 2007, Springer Science + Business Media

    Prof. Anselmo Cardoso de Paiva

  158. Classification of Breast Tissues in Mammogram Images Using Ripley’s K Function and Support Vector Machine

    Article • January 2007, Springer Science + Business Media

    Prof. Anselmo Cardoso de Paiva

  159. Lung Structure Classification Using 3D Geometric Measurements and SVM

    Article • January 2007, Springer Science + Business Media

    Prof. Anselmo Cardoso de Paiva

  160. Classification of Normal, Benign and Malignant Tissues Using Co-occurrence Matrix and Bayesian Neural Network in Mammographic Images

    Article • October 2006, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Anselmo Cardoso de Paiva

  161. A Progressive Transmission Scheme for Vector Maps in Low-Bandwidth Environments Based on Device Rendering

    Article • January 2006, Springer Science + Business Media

    Prof. Anselmo Cardoso de Paiva

  162. Semivariogram Applied for Classification of Benign and Malignant Tissues in Mammography

    Article • January 2006, Springer Science + Business Media

    Prof. Anselmo Cardoso de Paiva

  163. Diagnosis of Lung Nodule Using Reinforcement Learning and Geometric Measures

    Article • January 2005, Springer Science + Business Media

    Prof. Anselmo Cardoso de Paiva

  164. Comparison of FLDA, MLP and SVM in Diagnosis of Lung Nodule

    Article • January 2005, Springer Science + Business Media

    Prof. Anselmo Cardoso de Paiva

  165. Semivariogram and SGLDM Methods Comparison for the Diagnosis of Solitary Lung Nodule

    Article • January 2005, Springer Science + Business Media

    Prof. Anselmo Cardoso de Paiva

  166. Using Open Source GIS in e-Government Applications

    Article • January 2004, Springer Science + Business Media

    Prof. Anselmo Cardoso de Paiva

  167. A multiresolution approach for Internet GIS applications

    Article • January 2004, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Anselmo Cardoso de Paiva

  168. Migratool: Towards a Web-Based Spatial Database Migration Tool

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Anselmo Cardoso de Paiva

  169. On Performance Evaluation of Web GIS Applications

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Anselmo Cardoso de Paiva

  170. Computer-Aided Detection and Diagnosis of Breast Cancer Using Machine Learning, Texture and Shape Features

    Article • IGI Global

    Prof. Anselmo Cardoso de Paiva

  171. UM MÉTODO PARA A COMPRESSÃO DE DADOS VOLUMÉTRICOS BASEADO NA TRANSFORMADA DO COSSENO LOCAL

    Article • Faculdades Catolicas

    Prof. Anselmo Cardoso de Paiva