Programme

This JCC-BD&ET edition will be held in person, enabling virtual synchronous presentations and allowing interaction with face-to-face and remote attendees through the WEBex platform (access, password: JCC-UNLP). The Conference will streamed at YouTube (access).

Postgraduate courses associated with the JCC-BD&ET:

• “Aprendizaje Automático”. Ph.D. Franco Ronchetti (UNLP).
• “Fundamentos de Computación Gráfica, Imágenes y Visión por Computador”. MSc. Oscar Bría (UNLP).

Tuesday

9 am
Opening Dissertation “¿Qué pueden hacer las supercomputadoras de Juelich en HPC y IA que tú no puedes hacer en tu PC?””.
Ph.D. Alexandre Otto Strube (Forschungszentrum Jülich – Germany).

11 am – Session 1
Presentations:

• Optimization of Emergency Department Staff Configuration using Montecarlo Clustering Search Algorithm and ABM Simulation.

M. Harita (UAB – Spain), A. Wong (UAB – Spain), D. Rexachs (UAB – Spain), E. Luque (UAB – Spain), E. Bruballa (EUG – Spain), F. Epelde (UAB – Spain).

• Implementation of the Sylvester equation for HODLR and HALR H-matrices.

G. Berger (UdelaR – Uruguay), F. Uslenghi (UdelaR – Uruguay), E. Dufrechou (UdelaR – Uruguay), P. Ezzatti (UdelaR – Uruguay).

• Implementation of smart electricity meter.

M. Manzin (UNLP – Argentina), S. Medina (UNLP – Argentina), L. Libutti (UNLP – Argentina), D. Montezanti (UNLP – Argentina), L. Navarria (UNLP – Argentina).

• Contributions to the modeling and simulation of an automatic package classification system to improve decision-making in line balancing.

E. Acosta (UNGS – Argentina), J. A. de Queiroz (UNIFEI – Brazil), A. Gaudiani (UNGS – Argentina).

• No Latency, No Waste: How Fog Computing Optimizes Precision Agriculture.

R. Gonçalves (UAI – Argentina), G. Rossi (UAI / UNLP – Argentina).

12.30 pm – Panel 1
“Ideas claves en Cloud Computing, Big Data & Emerging Topics”.
Coordinators: Ph.D. Marcelo Naiouf (UNLP – Argentina).
Participants:

• Ph.D. Emilio Luque Fadón (UAB – Spain).
• Ph.D. José Angel Olivas Varela (UCLM – Spain).
• Ph.D. Cecilia Sanz (UNLP – Argentina).

Wednesday

9 am – Session 2
Presentations:

• Real Estate Market in Buenos Aires (Argentina): A Hedonic and Interpretable Machine Learning Approach.

E. Gutiérrez (UNS – Argentina), L. Lanzarini (UNLP – Argentina), F. Delbianco (UNS – Argentina), R. Cecchini (UNS – Argentina).

• Call Audit Automation in the ‘148’ Government Helpline of Buenos Aires Province Using Generative Artificial Intelligence.

M. P. Ponce (UNLP – Argentina), F. Len (UNICEN – Argentina).

• Orthogonal Moments-Based Feature Extraction for MRI Classification.

G. Degiuseppe (UCA – Argentina), A. Quintero-Rincón (UCA – Argentina).

• Rule-Based Matching for Real Estate Features Detection.

M. A. Ibañez Gutkin (UNLP – Argentina), A. A. Pagano (UNLP – Argentina), L. Tanevitch (UNLP – Argentina), D. Torres (UNLP / UNQ – Argentina).

• Interpretable Machine Learning for Real Estate Valuation: A Case Study with Small Data.

E. Gutiérrez (UNS – Argentina), L. C. López del Río (US – Spain), J. M. C. Ocerín (iManagement & Tourism – Spain).

11 am – Session 3
Presentations:

• Evaluating Large Language Models for the Generation of Unit Tests with Equivalence Partitions and Boundary Values.

M. Rodríguez (UNLP – Argentina), G. Rossi (UNLP – Argentina), A. Fernández (UNLP – Argentina).

• Pipeline to detect spike-and-wave EEG patterns based on polynomial regression modeling and Taylor series feature selection.

M. F. Adell (UCA – Argentina), J. Balda (UCA – Argentina), F. Casas (UCA – Argentina), C D’Giano (FLENI – Argentina), A. Quintero-Rincón (UCA / FLENI – Argentina).

• Data Strategy for Competitiveness in Smart Territories.

F. del Toro Osorio (Escuela Colombiana de Ingeniería – Colombia), V. E. Ospina Becerra (Escuela Colombiana de Ingeniería – Colombia), E. Estévez (UNS / UNLP – Argentina).

• Internet deception to share IoC.

P. G. Maddalena Kreff (UNLP – Argentina), P. Venosa (UNLP – Argentina), P. Bazán (UNLP – Argentina).

• Automated and Secure Login in ALERTAR, a Resilient Cloud–Fog–Edge mHealth System for Hospital Environments.

C. Zanellato (UNCOMA – Argentina), R. Cañibano (UNCOMA – Argentina), J. Balladini (UNCOMA – Argentina)

• Development of Intelligent Fuzzy Systems: Hate Speech and Radicalization in Social Media.

J. A. Olivas Varela (UCLM – Spain), A. Montoro-Montarroso (UCLM – Spain).

Thursday

9 am – Session 4
Presentations:

• How to evolve from Problem to Agent-Based Simulator.

F. Mesas (UAB – Spain), M. Taboada (UAB – España), D. Rexachs (UAB – Spain), F. Epelde (UAB – Spain), A. Wong (UAB – Spain), E. Luque (UAB – Spain).

• Epanechnikov nonparametric kernel density estimation based feature-learning in respiratory disease chest X-ray images.

V. A. López Marsico (UCA – Argentina), A. Quintero-Rincón (UCA – Argentina), H. Batatia (Universidad Heriot-Watt – EAU).

• Design of an Scent-Emitting Device and its Integration into an Immersive Virtual Reality Game.

J. S. Benitez (UNLP – Argentina), M. J. Abásolo (UNLP – Argentina), R. A. Guerrero (UNSL – Argentina).

• Development and Implementation of an AWS-Based Platform for Automated Prediction of Antibiotic Resistance from Mass Spectrometry Profiles.

M. Flores Estay (UCM – Chile), X. A. López Cortés (UCM – Chile), J. I. Bernal Osses (UTALCA – Chile), J. M. Manríquez-Troncoso (UCM – Chile).

• WEEE Prediction Model Based on Neural Networks.

J. Facuy (UAE – Ecuador), A. Pasini (UNLP – Argentina), E. Estévez (UNS / UNLP – Argentina), C. Moran (UAE – Ecuador).

11 am – Session 5
Presentations:

• Smart Ecosystem to Assist Government Decisions in the Health Sector.

M. Romagnano (UNSJ – Argentina), M. Sordo (Harvard Medical School – México).

• Building omnichannel intelligent virtual assistants.

P. Pintado (UAZUAY – Ecuador), D. Mejia (UAZUAY – Ecuador), G. Duque (UAZUAY – Ecuador), A. Cabrera (UAZUAY – Ecuador), D. Iturralde (UAZUAY – Ecuador), E. Mora, J. Fajardo (UAZUAY – Ecuador).

• Development of a Hand Motion Sensing Glove for Exergames: Design Evolution and Future Perspectives.

A. Del Gener (UNLP – Argentina), C. Sanz (UNLP – Argentina).

• Ensuring Quality in the OECD AI Lifecycle Through ISO/IEC Standards.

J. I. Torres (UNLP – Argentina), A. Pasini (UNLP – Argentina), P. Pesado (UNLP – Argentina).

• Cryptocurrency Price Forecasting: A Comparative Analysis of Standalone and Hybrid Deep Learning Models.

D. Bhardwaj (URV – Spain), A. F. Bariviera (URV – Spain).

12.30 pm – Panel 2
Interaction between the Academy and productive sectors.
Coordinator: Ph.D. Federico Walas Mateo
Participants:

• Gustavo Guitera (SIEMENS).
• Eduardo Aranzabal (FECOFE).
• Agustin Escofet (Fundación Loma Negra).

1.30 pm
Best Paper Award: : “Call Audit Automation in the ‘148’ Government Helpline of Buenos Aires Province Using Generative Artificial Intelligence”. M. P. Ponce (UNLP), F. E. Len (UNICEN).
Closing of the JCC-BD&ET 2025.