 103.Bruno Seixas Bonfati Dissertation: Classification of Pavement Defects Using Convolutional Artificial Neural Networks
Advisor: Dr. Luciano José Senger Current Occupation: Computer Vision Engineer at UFSC Lattes |
||
 100. João Paulo Mendes de Almeida Dissertation: Classical and machine learning-based methods for fresh tomato price prediction Advisor: Drª. Alaine Margarete Guimarães Current Occupation: Rural Extension Professional at IDR-Paraná Lattes |
 101. Rovilson Endrigo Moraes Dissertation: Evaluation of few shot learning for classifying soybean productivity images obtained by remotely piloted aircraft Advisor: Drª. Alaine Margarete Guimarães Current Occupation: IT Technician at IFPR Lattes |
 102.Sullivan Lourenço da Silva Dissertation: Sensor Fusion in Agrobot Self-Localization in Indoor Environments: Combined Use of the YOLO Algorithm and RSSI Data
Advisor: Dr. José Carlos Ferreira da Rocha
Current Occupation: Requirements Analyst at KMM Sistemas Lattes |
 97. Daniele Aparecida Antunes Dissertation:Integration of Functionalities for Traceability of Organic Products in Rastrogrão Advisor: Drª. Maria Salete Marcon Gomes Vaz Current Occupation: Analytics Engineer at Grupo Boticário Lattes |
 98. Alan Fernando Coelho Garcia Dissertation: Electronic nose system applied to the analysis of flowering and thinning in peach trees Advisor: Dr. Sergio Luiz Stevan Junior Current Occupation: … Lattes |
 99. Luiz Otávio Oyama Dissertation:Development of a tool to identify ribosomal proteins in MALDI-TOF mass spectra
Advisor: Dr. Rafael Mazer Etto Current Occupation: IT Analyst at the Regional University Hospital of Campos Gerais Lattes |
 94. Diego Henrique Presner Dissertation:Plant species identification using convolutional autoencoder and unsupervised learning Advisor: Dr. Alceu de Souza Britto Junior Current Occupation: IT Developer at the Brazilian Army Lattes |
 95. Matheus Moresco Dissertation: Analysis of Siamese neural network architectures for plant species classification Advisor: Dr. Alceu de Souza Britto Junior Current Occupation: Software Developer at Mindsight Lattes |
 96. Jociane Dias Batista Dissertation:Ontology applied to the soybean cultivation system
Advisor: Drª. Maria Salete Marcon Gomes Vaz Current Occupation: … Lattes |
 91. Ricardo Kwiatkowski da Silva Dissertation:Analysis of corn development through the processing of images obtained from a remotely piloted aircraft Advisor: Drª. Selma Regina Aranha Ribeiro Current Occupation: … Lattes |
 92. Yasmin Volmer Tullio Dissertation:Assessment of the positional quality of control points for generating digital agricultural models Advisor: Drª. Selma Regina Aranha Ribeiro Current Occupation: … Lattes |
 93. Guilherme Antunes Dissertation:Classification of plant species based on images of leaf and flower components
Advisor: Dr. Alceu de Souza Britto Junior Current Occupation: Data Scientist at Grupo Boticário Lattes |
 88. George Wilber de Bessa Oliveira Dissertation:Convolutional neural networks and data augmentation for detection of anthracnose in bean leaves Advisor: Dr. Marcelo Giovanetti Canteri Current Occupation: … Lattes |
 89. Bruna Neves Machado Dissertation:Convolutional neural network and metadata pattern in soybean grain classification Advisor: Drª. Maria Salete Marcon Gomes Vaz Current Occupation: … Lattes |
 90. Rogério Kraft Kohler Dissertation:Classification of igneous rock aggregates regarding their alteration through digital image processing
Advisor: Dr. Luciano José Senger Current Occupation: Network Analyst at Ponta Grossa City Hall Lattes |
 85. Alisson Felipe Coelho Garcia Dissertation:Irrigation system for curly lettuce crops based on fuzzy logic Advisor: Drª. Rosane Falate Current Occupation: … Lattes |
 86. Maria Carolina de Oliveira Dissertation:Influence of segmentation threshold variation in root parameter measurement systems Advisor: Drª. Rosane Falate Current Occupation: … Lattes |
 87. Renann Rodrigues da Silva Dissertation:Bacterial classification based on ribosomal proteins derived from genomic data
Advisor: Dr. Rafael Mazer Etto Current Occupation: Researcher at the UEPG Microbial Molecular Biology Laboratory Lattes |
 82. Gabriel Lucas Fedacz Dissertation:Learning Classifiers for Bacteria Identification: relationship between data complexity measures and classifier performance Advisor: Dr. Alceu de Souza Britto Junior Current Occupation: … Lattes |
 83. Luis Guilherme Ribeiro Dissertation:Dynamic selection schemes for identifying bacteria from virtual m/z data of ribosomal proteins Advisor: Dr. José Carlos Ferreira da Rocha Current Occupation: Data Scientist at RecargaPay Lattes |
 84. Christopher Djonny Pereira Prestes Dissertation:Prediction of wheat productivity using spectral data and estimated plant height obtained using a remotely piloted aircraft Advisor: Dr. Eduardo Fávero Caires Current Occupation: Professor at SEED/PR Lattes |
 79. Diego Braga Santi Dissertation:Metataxonomic analysis of microbial communities in the corn rhizosphere after nitrogen application and inoculation with bacteria Advisor: Dr. Rafael Mazer Etto Current Occupation: … Lattes |
 80. Giovane Galvão Dissertation:Hortiprice: domain framework for horticulture sales price formation Advisor: Drª. Simone Nasser Matos Current Occupation: Professor at Centro Universitário Campo Real Lattes |
 81. Hugo Leonardo Petla Silva Dissertation:Method of traceability of agricultural products using blockchain Advisor: Drª. Maria Salete Marcon Gomes Vaz Current Occupation: Senior Front-End Developer at Compass.uol Lattes |
 76. William Xavier Maukoski Dissertation:K-means algorithm in manycore environment to reduce data mining response time Advisor: Dr. Luciano José Senger Current Occupation: Professor at UniCesumar Lattes |
 77. Luma Alves Lopes Dissertation:Data quality and Internet of Things in the grain traceability framework Advisor: Drª. Maria Salete Marcon Gomes Vaz Current Occupation: Senior IT Business Analyst at DAF Lattes |
 78. Rodrigo da Silva Nascimento Dissertation:Identification of ribosomal proteins in Maldi-Tof mass spectrum Advisor: Dr. Arion de Campos Junior Current Occupation: Assistant Professor at Centro Universitário Dombosco Lattes |
 73. Henike Guilherme Jordan Voss Dissertation:Development of an Electronic Nose applied to determining the ripening stage in peach trees Advisor: Dr. Sergio Luiz Stevan Junior Current Occupation: Full Stack Developer at Fundação ABC Lattes |
 74. Rafael Molina Ferrari Dissertation:Analysis of curly lettuce cultivation in a protected environment based on physical quantities and digital image processing Advisor: Drª. Rosane Falate Current Occupation: IT Analyst at UFFS Lattes |
 75. Jessyca Kawana Franquitto Dissertation:Generation of models and digital indices for diagnosing erosion in agricultural areas Advisor: Drª. Selma Regina Aranha Ribeiro Current Occupation: Teacher at Colégio Santo Ângelo Lattes |
 70. Giancarlo Rodrigues Dissertation:Selection of spectral bands supported by the PSO metaheuristic to predict the exchangeable aluminum content of soil samples Advisor: Dr. Arion de Campos Júnior Current Occupation: Senior FullStack Developer at MMTech Lattes |
 71. Fábio dos Santos Dissertation:kNN algorithm in the imputation of MALDI-TOF mass spectra data: an analysis of the influence of kNN imputation on the performance of logistic classifiers for bacteria identification Advisor: Dr. José Carlos Ferreira da Rocha Current Occupation: … Lattes |
 72. Renan de Paula Rosa Dissertation: Pest classification method using deep convolutional neural network Advisor: Drª. Maria Salete Marcon Gomes Vaz Current Occupation: … Lattes |
 67. Pedro Henrique Soares de Almeida Dissertation: Evaluation of image mosaic methods applied to agricultural images obtained through RPA Advisor: Dr. Luciano José Senger Current Occupation: … Lattes |
 68. Ricardo Dalacort Dissertation:Development of a mobile helical capacitive sensor for analyzing the distribution of solid mineral fertilizers Advisor: Dr. Sergio Luiz Stevan Junior Current Occupation: Professor at UniSEP Lattes |
 69. Joel Zubek Rosa Dissertation: Diagnosis of erosion processes in agricultural soils through analysis of numerical terrain models Advisor: Drª. Selma Regina Aranha Ribeiro Current Occupation: … Lattes |
 64. Alessandro Stachak Dissertation:Assessment of nitrogen nutritional status and estimation of wheat biomass productivity through remote sensing data mining Advisor: Dr. Eduardo Fávero Caires Current Occupation: IT Support Analyst at Santo Ângelo school Lattes |
 65. Antônio David Viniski Dissertation:Evaluation of the efficiency of using classical and spatial data mining in estimating grain productivity in images obtained using a remotely piloted aircraft Advisor: Drª. Alaine Margarete Guimarães Current Occupation: Project and Continuous Improvement Coordinator and Professor at PUCPR Lattes |
 66. José Amande da Silva Dissertation: Ontology in agricultural data traceability Advisor: Drª. Maria Salete Marcon Gomes Vaz Current Occupation: Professional Training Technician at SENAC Lattes |
 61. Silvia Ribeiro Mantuani Dissertation:Integration of geoinformation into the grain traceability frameworkção de geoinformação no framework de rastreabilidade de grãos Advisor: Drª. Maria Salete Marcon Gomes Vaz Current Occupation: … Lattes |
 62. Douglas Tomachewski Dissertation:Using machine learning to classify bacteria using ribosomal proteins Advisor: Dr. Arion de Campos Júnior Current Occupation: CEO of Okla Support Lattes |
 63. Denise do Rocio Maciel Dissertation: Usageo: method for usability assessment in agricultural systems Advisor: Drª. Simone Nasser Matos Current Occupation: Zim Programmer at XADM Lattes |
 58. Evelaine Berger Ribeiro Dissertation:Rapideye Orbital Image Classification using NOSQL database and GEOBIA method Advisor: Drª. Selma Regina Aranha Ribeiro Current Occupation: Scrum Master at Bsoft by nstech Lattes |
 59. Jaqueline Rissa Franco Dissertation:Computational method for identifying the fungus Cercospora Kikuchii in soybean seeds Advisor: Drª. Rosane Falate Current Occupation: IT Analyst at UFPR Lattes |
 60. Felipe Tozetto Costa Dissertation:Model-based development methodology and its application in agricultural machinery Advisor: Dr. Sergio Luiz Stevan Junior Current Occupation: Project Manager at MMTech Lattes |
 55. Luiz Pedro Petroski Dissertation:An architecture for integrating data warehouse, spatial and precision agriculture environments Advisor: Drª. Maria Salete Marcon Gomes Vaz Current Occupation: PhD student in Health Sciences in the area of Bioinformatics at PUCPR Lattes |
 56. Malcon Miranda Mikami Dissertation: Software architecture for optimizing the use of remotely piloted aircraft in precision agriculture using case-based reasoning Advisor: Drª. Alaine Margarete Guimarães Current Occupation: Systems Analyst at Banco Rendimento Lattes |
 57. Pablo Henrique Ferreira Dissertation:Dimensionality reduction for estimating nutrient content in soybean leaves and grains with infrared spectroscopy Advisor: Drª. Alaine Margarete Guimarães Current Occupation: … Lattes |
 52. Wilian Diogo Pasternak Dissertation: Automated experimental agrometeorological station integrated with software for calculating dormancy estimates in peach trees and vines Advisor: Dr. Ricardo Antonio Ayub Current Occupation: Owner of Maxxi Informática and Innovation Consultant at Engie Brasil Lattes |
 53. Victor Schnepper Lacerda Dissertation: Estimation of the severity index of Asian rust in soybean crops using images obtained with a remotely piloted aircraft Advisor: Dr. Marcelo Giovanetti Canteri Current Occupation: Collaborating Professor at UEPG Lattes |
 54. Tiago Gerke Dissertation: Mining data from images obtained with remotely piloted aircraft to estimate wheat productivity Advisor: Drª. Alaine Margarete Guimarães Current Occupation: EBTT Professor at IFPR Lattes |
 49. Voncarlos Marcelo de Araújo Dissertation: Identification of plant species using a combination of classifiers Advisor: Dr. Alceu de Souza Britto Junior Current Occupation: PhD student at the École de technologie supérieure (Canada) Lattes |
 50. Barbara Schaedler Fidelis Schneider Dissertation: Metagenomic analysis of diazotrophic bacteria from organic soils in the state of Paraná Advisor: Dr. Rafael Mazer Etto Current Occupation: Teacher at SEED/PR Lattes |
 51. Teruo Matos Maruyama Dissertation: Evaluation of corn root length and diameter using digital image processing techniques Advisor: Drª. Rosane Falate Current Occupation: Substitute Professor at UTFPR Lattes |
 46. Giuvane Conti Dissertation: Architecture and implementation of mobile sig based on internet of things concepts Advisor: Drª. Selma Regina Aranha Ribeiro Current Occupation: Professor of Higher Education at UTFPR Lattes |
 47. Rafael Poltronieri Dissertation: Mathematical and computational models for evaluating the nutritional status of soybeans through diagnosis of leaves and grains Advisor: Dr. Eduardo Favero Caires Current Occupation: Professor at IFPR Lattes |
 48. Luiz Antônio Zanlorensi Junior Dissertation: Development of a temporary immersion bioreactor with software and hardware system for data manipulation and management Advisor: Dr. Alceu de Souza Britto Junior Current Occupation: Data Scientist at Infant.ID Lattes |
 43. Andrey Orloski Dissertation: Procedure for self-localization of robots in greenhouses using surf descriptors: sequential and parallel implementation Advisor: Dr. José Carlos Ferreira da Rocha Current Occupation: Director at Orloski Human Development Lattes |
 44. Elvis Canteri de Andrade Dissertation: Digital image processing as an estimate of leaf n content in corn crops Advisor: Dr. Luciano José Senger Current Occupation: Professor at IFPR Lattes |
 45. Roberson Junior Fernandes Alves Dissertation: Tracking agrobots in agricultural greenhouses using hidden markov models: comparison of performance and correctness of viterbi and viterbi algorithms with sliding observation window Advisor: Dr. José Carlos Ferreira da Rocha Current Occupation: Professor at UNOESC Lattes |
 40. Lays Helena Lopes Veloso Dissertation: Parallel k-means algorithm based on hadoop-mapreduce for agricultural data mining Orientador: Dr. Luciano José Senger Current Occupation: Software Architect at CI&T Lattes |
 41. Geisla de Albuquerque Melo Laskoski Dissertation: Use of digital image processing and artificial neural networks to recognize Asian soybean rust severity indices Advisor: Dr. Ivo Mario Mathias Current Occupation: PhD in Computational Intelligence, IT Analyst at SENAC Lattes |
 42. Marcos Monteiro Junior Dissertation: Method for calculating the trajectory of agricultural machines using image processing on smartphones Advisor: Drª. Maria Salete Marcon Gomes Vaz Current Occupation: Collaborating Professor at UEPG Lattes |
 37. Sergio Silva Ribeiro Dissertation: Image feature extraction applied to the detection of burned corn kernels Advisor: Drª. Rosane Falate Current Occupation: Doctor in Urban Management | Assistant Professor at Crandall University (Canada) Lattes |
 38. Bruna Rossetto Delazeri Dissertation: Hierarchical visualization applied to the meta-analysis of the efficiency of the fungicide fluquinconazole on soybean seeds for the control of Asian rust Advisor: Dr. Marcelo Giovanetti Canteri Current Occupation: Course and Technical Support Coordinator at SEED/PR Lattes |
 39. Suelyn Fernanda da Silva Dissertation: Meta-analysis for validation of diagrammatic scales in plant diseases and proposal for an assistant software system Advisor: Dr. Marcelo Giovanetti Canteri Current Occupation: Professor at IFPR Lattes |
 34. Kelly Lais Wiggers Dissertation: Analysis of a high-resolution orbital image to classify land use and cover in an area of the Pitangui basin – PR Advisor: Drª. Selma Regina Aranha Ribeiro Current Occupation: Professor of Higher Education at UTFPR Lattes |
 35. Albino Szesz Junior Dissertation: Computational methodology for defining sowing periods for agricultural crops Advisor: Drª. Maria Salete Marcon Gomes Vaz Current Occupation: Director of AGIPI | Collaborating Professor at UEPG | CEO of PISIGMA Lattes |
 36. Valter Luís Estevam Junior Dissertation: Interestability of regression models in agricultural data mining Advisor: Drª. Alaine Margarete Guimarães Current Occupation: Professor at IFPR Lattes |
 31. Selma Josette Silveira Debtil Dissertation:Specification of a framework for traceability of the grain production chain Advisor: Drª. Maria Salete Marcon Gomes Vaz Current Occupation: Administrative Technician at UEPG Lattes |
 32. Sandro Teixeira Dissertation: Determination of a model for estimating carbon content in soils using support vector machine and spectral reflectance Advisor: Drª. Alaine Margarete Guimarães Current Occupation: Systems Analyst at UEPG Lattes |
 33. Gregory Vinícius Conor Figueiredo Dissertation: Bayesian Probabilistic Model to Simulate the Knowledge of Experts in the Control of Asian Soybean Rust in the State of Paraná Advisor: Dr. Marcelo Giovanetti Canteri Current Occupation: Professor at IFPR Lattes |
 28. Monica Cristine Scherer Vaz Dissertation:Specification of a framework for traceability of the grain production chain Advisor: Drª. Maria Salete Marcon Gomes Vaz Current Occupation: Operations Coordinator at Banco PACCAR Lattes |
 29. Ciro Baron Neto Dissertation: Computational method for evaluating root growth of soybean crops Advisor: Dr. Adriel Ferreira da Fonseca Current Occupation: PhD in Informatics from Universität Leipzig (Germany) Lattes |
 30. Robson Fernando Duda Dissertation: Application of Heuristics and Meta-Heuristics in the Development of a Decision Support System for Solving Vehicle Routing Problems Applied to Agriculture Advisor: Drª. Rosane Falate Current Occupation: IT Analyst at UFSC Lattes |
 25. Marinaldo Jose Gaspareto Dissertation: Feature selection in images collected under uncontrolled lighting conditions and their influence on the performance of naïve Bayes classifiers for object identification in agricultural greenhouses Advisor: Dr. José Carlos Ferreira da Rocha Current Occupation: Administrative Agent at UTFPR Lattes |
 26. Marcio Hosoya Name Dissertation: Computational method for evaluating root growth of soybean crops Advisor: Dr. Adriel Ferreira da Fonseca Current Occupation: Professor at UFPR Lattes |
 27. Evanise Araujo Caldas Ruiz Dissertation: Evaluation of image acquisition methodologies for corn seed quality analysis Advisor: Drª. Rosane Falate Current Occupation: Assistant Professor at UFGD Lattes |
 22. Regiane Orlovski Dissertation:Assessment of soil collection spacing for granulometry modeling with application in precision agriculture Advisor: Drª. Selma Regina Ribeiro Aranha Current Occupation: Professor at Central-West State University Lattes |
 23. João Alexandre Batista da Cruz Dissertation:Development of a soil moisture sensor to determine the wetting front Advisor: Dr. Ivo Mario Mathias Current Occupation: Professor at IFPR Lattes |
 24. Wellington Cesar Dias Dissertation: Use of digital image processing to develop an automated environment for corn seed plantability testing Advisor: Drª. Alaine Margarete Guimarães Current Occupation: Systems Analyst at Castrolanda Lattes |
 19. Rodrigo Souza D’Ávila Dissertation: Application of multiple linear regression in the analysis of exchangeable cation dynamics in a soil-plant system irrigated with wastewater Advisor: Dr. Adriel Ferreira da Fonseca Current Occupation: Senior Infrastructure Analyst at Banco Votorantim Lattes |
 20. Luiz Gustavo Barros Dissertation: Impact of sharpness analysis on wood image classification methods Advisor: Dr. Alceu de Souza Britto Junior Current Occupation: Systems Analyst at UEPG Lattes |
 21. Daurimar Mendes da Silva Dissertation: NAVIGO – Autonomous robot for agricultural navigation Advisor: Dr. Ariangelo Hauer Dias Current Occupation: … Lattes |
 16. Karine Sato da Silva Dissertation: Use of data mining to extract agronomic knowledge involving the use of agricultural gypsum Advisor: Drª. Alaine Margarete Guimarães Current Occupation: … Lattes |
 18. Claudio Kapp Junior Dissertation:Spectral Reflectance Sensors and Wheat Crop Performance in Respect to Nitrogen Fertilization in Direct Planting Advisor: Dr. Eduardo Fávero Caires Current Occupation: ABC Function Researcher and Founding member of Agrobenchmark |
 18. Cristian Cosmoski Rangel de Abreu Dissertation: Parallel computing to reduce agricultural data mining response time Advisor: Dr. Luciano José Senger Current Occupation: Administrative director at CRAW Sistemas Lattes |
 13. Marcos Roberto de Ramos Dissertation:Use of the kinect sensor to measure the regularity in the distribution of solid fertilizers Advisor: Dr. Eduardo Fávero Caires Current Occupation: … Lattes |
 14. Fabrício Barbosa Ribas Dissertation: Analysis of thresholding techniques in water-sensitive card analysis programs Advisor: Dr. Marcelo Giovanetti Canteri Current Occupation: Professor at UNICENTRO Lattes |
 15. Thalita Scharr Rodrigues Pimenta Dissertation: Assessment of vegetation indices in orbital images Advisor: Drª. Maria Salete Marcon Gomes Vaz Current Occupation: Professor at IFPR Lattes |
 10. Ronan Assumpção Silva Dissertation: Dager: a computational tool for clustering in georeferenced agricultural data mining Advisor: Dr. Petraq J. Paparogji Current Occupation: Professor at IFPR Lattes |
 11. Joaquim José Honorio de Lima Dissertation: Use of multiple regression to study the dynamics of carbon, nitrogen and phosphorus in a soil-plant system irrigated with wastewater Advisor: Dr. Adriel Ferreira da Fonseca Current Occupation: Professor no IFPR Lattes |
 12. Rodrigo Viecheneski Dissertation: Application of artificial neural networks in the processing of agrometeorological data aiming to correct time series Advisor: Dr. Ivo Mario Mathias Current Occupation: Professor at SEED/PR Lattes |
 7. Ricardo Kazuo Baba Dissertation: Correction of agrometeorological data using statistical methods Advisor: Drª. Maria Salete Marcon Gomes Vaz Current Occupation: IT Analyst at DAF Lattes |
 8. Alison Roger Hajo Weber Dissertation: Genetic Programming, Artificial Neural Networks and Balancing Techniques in Agricultural Data Modeling: Study of White Mold Disease Advisor: Drª. Aurora Trinidad Ramirez Current Occupation: Project Manager at CRAW Sistemas Lattes |
 9. Carlos Alberto Proença Dissertation: Artificial neural networks for predicting soil organic matter and clay content in the Campos Gerais region using diffuse reflectance spectroscopy Advisor: Drª. Alaine Margarete Guimarães Current Occupation: IT Coordinator at Fundação ABC Lattes |
 4. Luiz Rafael Shmitke Dissertation: Gap Filling of Climate Data Series Using P2P Networks Advisor: Dr. Luciano José Senger Current Occupation: Professor at UTFPR Lattes |
 5. Deividson Luis Okopnik Dissertation: Microcontrolled electronic solution for determining the longitudinal distribution of corn seeds Advisor: Drª. Rosane Falate Current Occupation: General Director of IFPR Lattes |
 6. Juscelino Izidoro de Oliveira Jr. Dissertation: Variable selection in agricultural data mining: an approach based on principal components analysis Advisor: Dr. José Carlos Ferreira da Rocha Current Occupation: Researcher at Fundação ABC Lattes |
 1. Adriano Serckumecka Dissertation: Evaluation of the Use of Parallel Computing Using a P2P Network to Simulate Climate Data: Wind Speed and Direction Advisor: Dr. Luciano José Senger Current Occupation: Professor at UTFPR Lattes |
 2. Anderson Estevam da Rosa Dissertation: Sistema De Navegação Por Georreferenciamento Com Correção De Rota Por Lógica Fuzzy Aplicado À Robótica Agrícola Advisor: Dr. Ariangelo Hauer Dias Current Occupation: IT Manager at MM Stores Lattes |
 3. Idomar Augusto Cerutti Dissertation:Precision and Planimetric Accuracy of the Gstar Gs-87 Gps Receiver: Applicability in Embedded Information Technology for Agricultural Systems Advisor: Dr. Ariangelo Hauer Dias Current Occupation: Professor at UEPG Lattes |
