Laboratório de Inteligência de Máquina e Ciência de Dados
Algumas publicações
Aqui você pode encontrar algumas das publicações recentes da equipe MInDS.
2024
Culture Fingerprint: Identification of Culturally Similar Urban Areas Using Google Places Data
Fernanda R. Gubert, Gustavo Santos, Myriam Delgado, Daniel Silver, Thiago H Silva
ASONAM, Rende, Italy
Using Graph Neural Networks to Predict Local Culture
Thiago H. Silva, Daniel Silver
Environment and Planning B: Urban Analytics and City Science
Bubble reachers and uncivil discourse in polarized online public sphere
Jordan K Kobellarz, Milos Brocic, Daniel Silver, Thiago H Silva
PLOS ONE
REAL-UP: Urban Perceptions From LBSNs Helping Moving Real-Estate Market to the Next Level
Frances Santos, Thiago H. Silva, Leandro Villas
WWW (TheWebConf 24), Singapore
Integrating Social Media Data: Venues, Groups and Activities
Thiago H. Silva, Mark Fox
Expert Systems with Applications 2024
Sentinel-2 Active Fire Segmentation: Analyzing Convolutional and Transformer Architectures, Knowledge Transfer, Fine-Tuning and Seam-Lines
AM Fusioka, GHDA Pereira, BT Nassu, R Minetto
IEEE Geoscience and Remote Sensing Letters
Active Fire Segmentation: A Transfer Learning Study From Landsat-8 to Sentinel-2
AM Fusioka, GH de Almeida Pereira, BT Nassu, R Minetto
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
LoHi-WELD: a novel industrial dataset for weld defect detection and classification, a deep learning study, and future perspectives
SB Block, RD Da Silva, AE Lazzaretti, R Minetto
IEEE Access
Improving a tool-path optimisation method in material extrusion additive manufacturing by data clustering and collapsing
Neri Volpato, TR Weller, Rodrigo Minetto, Ricardo da Silva, FC Becheli
Progress in Additive Manufacturing
Regression Performance of Relational Fusion Networks on Urban Road Networks
Thales Cervi, Ricardo Luders, Thiago H Silva, Myriam Delgado
Courb, Niteroi, Brazil
Towards spatiotemporal integration of bus transit with data-driven approaches
Júlio Borges, Altieris M Peixoto, Thiago H Silva, Anelise Munaretto, Ricardo Luders
Journal of Internet Services and Applications
Predicting Highway Accident Severity in Brazil: Environmental Factors and Vehicle Features
Júlio Scholz, Yan Pinheiro, Thiago H Silva
Urbcom, Abu Dhabi
Metaheuristics and machine learning: an approach with reinforcement learning assisting neural architecture search
SMS Venske, CP de Almeida, MR Delgado
Journal of Heuristics
ACO-Pruning for Deep Neural Networks: A Case Study in CNNs
RS Dorighello, MR Delgado, R Lüders, DF Pigatto
Proceedings of the Genetic and Evolutionary Computation Conference Companion
Non-invasive muscle-machine interface open source project: wearable hand myoelectrical orthosis (MES-FES)
DP Campos, JJA Mendes Junior, PB Junior, AE Lazzaretti, LG Sartori, ...
Assistive Technology
A prototypical metric learning approach for open-set semantic segmentation on remote sensing images
A Brilhador, AE Lazzaretti, HS Lopes
IEEE Transactions on Geoscience and Remote Sensing
Open-Set Tattoo Semantic Segmentation
A Brilhador, RT Da Silva, CR Modinez-Junior, GDA Spadafora, HS Lopes, ...
IEEE Access
Edge Device for the Classification of Photovoltaic Faults Using Deep Neural Networks
AB Di Renzo, HRF de Morais, AE Lazzaretti, LVR de Arruda, HS Lopes, ...
Journal of Control, Automation and Electrical Systems
High impedance fault classification in microgrids using a transformer-based model with time series harmonic synchrophasors under data quality issues
DAG Cieslak, M Moreto, AE Lazzaretti, JR Macedo-Júnior
Neural Computing and Applications
A Traffic-Aware Beacon Scheme for Cooperative Driving and Network Routing Trade-Off
AT Amaya, AAP Pohl, R Lüders
IEEE Transactions on Intelligent Transportation Systems
Edge Device for the Classification of Photovoltaic Faults Using Deep Neural Networks
AB Di Renzo, HRF de Morais, AE Lazzaretti, LVR de Arruda, HS Lopes, ...
Journal of Control, Automation and Electrical Systems
Event-Driven sEMG Feature Extraction for Classifying Ingestive Behavior in Ruminants
DP Campos, AE Lazzaretti, FL Bertotti, JAG Hill, ALF da Silveira
IEEE Sensors Letters
Machine Learning-Based Methods for Force Mapping With an Optical Fiber Sensing System
WOC Flores, V Carvalho, VH Martins, JL Fabris, M Muller, HS Lopes, ...
IEEE Sensors Letters
A New Lumped Parameter Modeling for Wind Farm Grounding Measurement Circuits Based on Clamp-on Ground Meters
AG Leal, AE Lazzaretti, HL López-Salamanca
Journal of Control, Automation and Electrical Systems
LoHi-WELD: a novel industrial dataset for weld defect detection and classification, a deep learning study, and future perspectives
SB Block, RD Da Silva, AE Lazzaretti, R Minetto
IEEE Access
Sliding Window, Hierarchical Classification, Regression, and Genetic Algorithm for RFID Indoor Positioning Systems
EL Gomes, MSP Fonseca, AE Lazzaretti, A Munaretto, CR Guerber
Expert Systems with Applications
Machine Learning-Based Methods for Force Mapping With an Optical Fiber Sensing System
WOC Flores, V Carvalho, VH Martins, JL Fabris, M Muller, HS Lopes, ...
IEEE Sensors Letters
2023
Complex Causal Structures of Neighbourhood Change: Evidence From a Functionalist Model and Yelp Data
Thiago H. Silva, Daniel Silver
Cities
Higher education’s influence on social networks and entrepreneurship in Brazil
Michelle Reddy, Júlio C. Nardelli, Yuri L. Pereira, Marisa Vasconcelos, Thiago H. Silva, Leonardo B. Oliveira, Mark Horowitz
Social Network Analysis and Mining
Predicting mobility patterns based on profiles of social media users: tourists case study
HC de Mattos Senefonte, TH Silva, R Lüders
Simpósio Brasileiro de Sistemas Multimídia e Web (WebMedia)
On strategies to help reduce contamination on public transit: a multilayer network approach
FR Gubert, P Santin, M Fonseca, A Munaretto, TH Silva
Applied Network Science
Evaluating Weather Influence on User Participation in a Crowd-sensing Application
IF Ribeiro, VF Calmon, TH Silva, CAS Santos, V Mota
International Conference on Computing, Networking and Communications
On strategies to help reduce contamination on public transit: a multilayer network approach
Fernanda Gubert, Priscila Santin, Mauro Fonseca, Anelise Munaretto, Thiago H Silva
Applied Network Science
Stochastic local search and parameters recommendation: a case study on flowshop problems
LM Pavelski, M Delgado, MÉ Kessaci, AA Freitas
International Transactions in Operational Research
Rat swarm optimizer adjusted by fuzzy inference system
ACK Ferrari, GV Leandro, LS Coelho, MRDBS Delgado
Journal of Intelligent & Fuzzy Systems
Leveraging model fusion for improved license plate recognition
R Laroca, LA Zanlorensi, V Estevam, R Minetto, D Menotti
Iberoamerican Congress on Pattern Recognition
Deep learning and machine learning techniques applied to speaker identification on small datasets
E Manfron, JP Teixeira, R Minetto
International Conference on Optimization, Learning Algorithms and Applications
Speaker recognition in door access control system
E Manfron, JP Teixeira, R Minetto
Symposium of Applied Science for
Do we train on test data? The impact of near-duplicates on license plate recognition
R Laroca, V Estevam, AS Britto, R Minetto, D Menotti
International Joint Conference on Neural Networks (IJCNN)
Parallel tool-path generation for Additive Manufacturing: A GPU-based zigzag filling
RC Faust, R Minetto, N Volpato
Advances in Industrial and Manufacturing Engineering
Deep learning techniques applied to skin lesion classification
GM Silva, AE Lazzaretti, FC Monteiro
International Conference on Machine Learning, Control, and Robotics
Condition Assessment of AC Contactors Using Optical Fiber Sensors and Deep Learning
EH Dureck, D Benetti, AE Lazzaretti, HS Lopes, UJ Dreyer, DR Pipa, ...
SBMO/IEEE MTT-S International Microwave and Optoelectronics Conference
Unsupervised open-world human action recognition
M Gutoski, AE Lazzaretti, HS Lopes
Pattern Analysis and Applications
Recognition, location, and depth estimation of objects in electrical substations
G Lexinoski, MAS Teixeira, AE Lazzaretti, LFRB Toledo, HS Lopes, ...
Latin American Robotics Symposium (LARS)
An evaluation of image preprocessing in skin lesions detection
GM Silva, AE Lazzaretti, FC Monteiro
International Conference on Optimization, Learning Algorithms and …
Energy-aware IoT-based method for a hybrid on-wrist fall detection system using a supervised dictionary learning technique
F Othmen, M Baklouti, AE Lazzaretti, M Hamdi
Sensors
Caracterização de Grupos Políticos no Telegram Durante a Eleição Presidencial de 2022
JS Pinto, TH Silva
Simpósio Brasileiro de Sistemas Multimídia e Web
Um Modelo de Simulação de Tráfego para Avaliação do Efeito de “Cruising for Parking” na Região Central de Curitiba
B Tebecherani, F Malucelli, R Lüders
VII Workshop de Computação Urbana
Algoritmo para detecção de itinerários do transporte público usando dados de gps dos Ônibus
JCN Borges, R Lüders, T Silva, A Munaretto
VII Workshop de Computação Urbana
AD8232 to biopotentials sensors: Open source project and benchmark
JJA Mendes Junior, DP Campos, LCAVD Biassio, PC Passos, PB Júnior, ...
Electronics
Features extraction and selection with the scattering transform for electrical load classification
EL de Aguiar, AE Lazzaretti, DR Pipa
Learn. Nonlinear Models