Advanced Data Analysis Techniques (TAAD) - Project presentations

Name: Advanced Data Analysis Techniques (TAAD) - Project presentations
Start: 2024-01-09T10:00:00+00:00
End: 2024-01-09T16:00:00+00:00
Location: Dep. of Physics, FCTUC

Tuesday 9 Jan 2024, 10:00 → 16:00 Europe/Lisbon

D.14 (Dep. of Physics, FCTUC)

D.14

Dep. of Physics, FCTUC

Description

Research project presentations should describe the problem, the techniques used to address it, and the conclusions reached.

Each presentation will be 15 mins (maximum) and will be followed by up to 5 minutes of questions/discussion. Both students in each group should participate in making and showing the presentation. The presence of all students is welcome during all presentations, but not mandatory.

Evaluation criteria will be: 1) presentation clarity, 2) description of problem, 3) use of machine learning techniques, 4) conclusions and critical thinking. Project supervisors are welcome to attend the presentations and will be asked to take part in the evaluation.

Course: Advanced Data Analysis Techniques (TAAD)

Degree/university: MEF/MF - UC, 1st semester 2023/2024

Profs: R. Gonçalo, F. Veloso, M. Ferreira, P. Brás, T.Cerqueira, T. Malik, T. Pereira

Zoom: https://videoconf-colibri.zoom.us/j/94518335918?pwd=TjB3d3ZUVjlNSmpXdzRRZ3lOZlNyQT09

- 10:00 → 10:15
  
  Classification of pulses in the LUX-ZEPLIN dark matter detector. 15m
  
  Speakers: Elisa Ghetti, Kai Jenkins
  
  ATDA project_ELisa_Kai.pdf
- 10:25 → 10:40
  
  Learning Models to Classify PPG Waveforms 15m
  
  Speakers: Ariana Queda, Gonçalo Ivo
  
  Supervised Learning Models on PPG Analysis.pdf
- 10:50 → 11:05
  
  Deep Learning Models for Lung Cancer Detection Using CT Images 15m
  
  Speakers: Adrian Walczak, Vadim Munteanu
  
  classification_lung_cancer_nodules.pdf
- 11:15 → 11:30
  
  Deciphering the Dark: A Machine Learning Approach to Detecting Dark Matter Influence in Neutron Star Observables 15m
  
  Speaker: Nhat Le
  
  Presentation in google drive by That
- 11:40 → 11:55
  
  Audio analysis: Speech recognition 15m
  
  Speakers: Carlota Casani, Mariola Barrachina
  
  presentación taad.pdf
- 12:05 → 12:20
  
  Deciphering the Dark: A Machine Learning Approach to Detecting Dark Matter Influence in Neutron Star Observables 15m
  
  Speaker: Afonso Ávila
  
  TAAD_Project.pdf
- 12:30 → 12:45
  
  Deep Learning Models for Lung Cancer Detection Using CT Images 15m
  
  Speakers: Jaunius Berskys, Lars Kurth
  
  presentationML.ppt