UrbCom

08:30 – 09:00 - Registration & Welcome Coffee

09:00 - 9:10 - Organizers Welcome 

9:10 - 9:45 - Keynote Talk (Prof. Dr. Torsten Braun - University of Bern)

Distributed Sensing and Machine Learning for Urban Computing

9:45 – 10:30 - Session 1 – Federated and Edge Intelligence in Urban Systems

Chair: Wellington Lobato

• Data Shift Under Delayed Labeling in Multi-Model Federated Learning
  Cláudio Capanema, Fabricio Silva, Antonio Loureiro and Leandro Villas
  
  

• A Resilient and Lightweight Layer Client Selection in Federated Learning
  Rafael Veiga, Lucas Bastos, Denis Rosário, Antonio Loureiro and Eduardo Cerqueira
  
  

• Bio-signal Multistream Architecture Classification for Federated Learning
  Rafael Veiga, Renan Morais, Lucas Bastos, Denis Rosário, Daniel Guidoni and Eduardo Cerqueira
  
  

10:30 – 11:00 - Coffee Break

11:00 – 13:00 - Session 2 – Urban Data, Simulation, and Mobility Planning

Chair: Wellington Lobato

• Traffic Intersection Simulation Using Turning Movement Count Data in SUMO: A Case Study of Toronto Intersections
  Harshit Maheshwari, Li Yang and Richard W. Pazzi
  
  

• Adaptive User-Centric Traffic Steering Decision-Making in Multi-RAT IoV Network
  Mubashir Murshed, Glaucio Carvalho and Robson De Grande
  
  

• U-Track: A Mobile Sensing Fog Platform for Real-Time Urban Monitoring
  Ida Falco, Carmine Colarusso and Eugenio Zimeo
  
  

• A Data-Driven Approach to Air Quality Forecasting in Congonhas-MG
  João Augusto dos Santos Silva and Felipe Domingos da Cunha
  
  

• On Assessing Usability and Reliability of Anonymized Spatio-Temporal Data
  Gaelle Manuela Yonga, Anne Josiane Kouam, Aline Carneiro Viana and Auguste Vigny Noumsi
  
  

• A Reliability Score for Video-Analytics Edge-IoT Devices in Urban Environments
  Marçal Garcia-Boris, Joan Oliveras, David Aguilera-Luzón, Peini Liu, Mario José Diván and Josep Lluís Berral García

• Multi-Layered Resource Allocation in IoV Networks Using VEC Paradigms
  Matheus Leal, Luis Hideo V. Nakamura, Matheus Sanches Quessada, Geraldo P. Rocha Filho, Robson E. De Grande and Rodolfo Meneguette
  
  

13:00 – 14:00 - Lunch Break

14:00 – 16:00 - Session 3 – Privacy, Security, and Urban Sensing Applications

Chair: Wellington Lobato

• A Dynamic Privacy Tuning Mechanism in Mix-zones
  Ekler Mattos, Augusto Domingues, Fabrício Silva, Heitor Filho and Antonio Loureiro
  
  

• Multi-Label Classification for IoT Attack Detection Using Adaptive Neuro-Fuzzy Inference System
  Víctor Vilchez, Edward Hinojosa, Robson E. De Grande and Carlos A. Astudillo
  
  

• Towards Predictive Maintenance of Heavy-Duty Trucks Exploring Telemetry and Warranty Data
  Juliana Viscenheski, Ricardo Luders, Heitor Lopes and Thiago Silva
  
  

• A Rust-Based Distributed Execution Platform for Aggregate Computing in Resource-Constrained Environments
  Vinaykumar Chitukoori
  
  

• Detecting Concentric Muscle Failure in Bench Press: A Bag of Patterns Approach using Wearable Data
  Arthur da Costa, Erick Lucena, Judy Guevara, Daniel Guidoni, Nelson Fonseca, Marco Uchida, Leandro Villas and Heitor Ramos
  
  

• Integrated Planning of Infrastructure and Drone Delivery Operations with Multiple Cycles
  Fernanda Sumika H. de Souza, Carlos Teodoro, Cristiano M. Silva

• A Framework to Develop a Cost-Effective Charging Policy for Electric Vehicles
  Muhammad Ahsan, Alex Vitorino, Fernanda S. H. de Souza, Geraldo P. Rocha Filho, Rodolfo I. Meneguette, Daniel L. Guidoni

• Intrusion Detection in IoT Networks using Federated Learning
  Neivaldo I. Matos Filho, Alex Vitorino, Muhammad Ahsan, Fernanda S. H. de Souza, Daniel L. Guidoni
  
  

16:30 – 17:30 - Coffee Break

17:30 - 18:30 - Interval

18:30 – 19:00 - General Conference Closing Remarks