Programa en PDFLloc: Sala de graus (2.03). Escola Politècnica Superior. Campus de Cap Pont. Universitat de Lleida. C/. Jaume II, 69. 25001 Lleida. https://g.page/EPS-UdL
Benvinguda. Dimecres 20, 15:00-15:15
(presencial/retransmesa)
Premis ACIA. Dimecres 20, 15:15-17:15
(presencial/retransmesa)
- Premi ACIA al millor TFG/TFM (15:15-15:40)
- Premi Marc Esteva Vivanco a la millor Tesi Doctoral (15:40-16:20)
- Premi al millor article CCIA’21 (16:20-16:45)
- Premi ACIA pel bé social (16:45-17:00)
- Premi ACIA a la difusió en IA (17:00-17:15)
Presentacions curtes. Dimecres 20, 17:20-17:50
- ARIS: un MOOC d’introducció a la IA, Javier Larrosa, UPC
- NLP challenges and solutions in Science of Science, Daniel García-Costa i Francisco Grimaldo, UV
- Activitats de donesIAcat i reflexions sobre el paper de la dona en la IA a Catalunya, Karina Gibert, IDEAI-UPC
Assemblea General Ordinària de l’ACIA 2021. Dimecres 20, 18:00
Conferència invitada. Dijous 21, 9:00-10:00
Joao Marques-Silva
- Automated Reasoning in Explainable AI
Moderador: Cèsar Fernández
Presentació articles. Dijous 21, 10:00-11:00
Explainability, Argumentation I
Moderadora: Eva Armengol
- Improving on-line debates by aggregating citizen support. Maite Lopez-Sanchez, Marc Serramià, Juan A. Rodriguez-Aguilar
- Deep Causal Graphs for Causal Inference, Black-Box Explainability and Fairness. Álvaro Parafita, Jordi Vitrià
- Contextualized LORE for Fuzzy Attributes. Najlaa Al-Ziyadi, Antonio Moreno, Mohammed Jabreel, Aïda Valls
Presentació articles. Dijous 21, 11:20-12:20
Sentiment Analysis, Text Analysis
Moderador: Juan Antonio Rodríguez
- Countering Negative Effects of Hate Speech in a Multi-Agent Society. Arthur Müller, Maite Lopez-Sanchez
- Discovering dominant users’ opinions in Reddit. Teresa Alsinet, Josep Argelich, Ramón Béjar, Santi Martínez
- Argumentation Reasoning with Graph Neural Networks for Reddit Conversation Analysis. Teresa Alsinet, Josep Argelich, Ramon Béjar, Dani Gibert, Jordi Planes, Nil Torrent
Sessió pòsters. Dijous 21, 12:30-13:35
Moderador: Jordi Planes
Combinatorial Problem Solving, Logics for Artificial Intelligence. Sentiment Analysis, Text Analysis. Explainability, Argumentation
- On probabilistic logical argumentation based on conditional probability. Pilar Dellunde, Lluis Godo, Amanda Vidal
- Some advances on the solution of the generalized law of importation for fuzzy implication functions. Isabel Aguilo Pons, Sebastia Massanet, Juan Vicente Riera
- Enabling Game-Theoretical Analysis of Social Rules. Nieves Montes, Carles Sierra, Nardine Osman
Sentiment Analysis, Text Analysis
- Learning Cognitive-Affective Digital Twins from Social Networks. Andrea Navarro, Lledó Museros, Rafael Berlanga
- A common formal framework for factorial and probabilistic topic modelling techniques. Karina Gibert, Yaroslav Hernandez-Potiomkin
Explainability, Argumentation
- Applying and verifying an explainability method based on policy graphs in the context of Reinforcement Learning. Antoni Climent, Dmitry Gnatyshak, Sergio Alvarez-Napagao
Computer Vision
- On Determining Suitable Embedded Devices for Deep Learning Models. Daniel Padilla Carrasco, Hatem A. Rashwan, Domenec Puig
- Prostate cancer detection in MRI images using radiomics and deep learning segmentation models. Eddardaa Ben Loussaief, Mohamed Abdel-Nasser, Domenec Puig
- Lesion Detection in Breast Tomosynthesis Using Efficient Deep Learning and Data Augmentation Techniques. Loay Hassan, Mohamed Abel-Nasser, Adel Saleh, Domenec Puig
- Designing Chest X-ray Datasets for Improving Lung Nodules Detection through Convolutional Neural Networks. Raúl Pedro Aceñero Eixarch, Raúl Díaz-Usechi Laplaza, Rafael Berlanga
- Affective State-based Framework for e-learning Systems. Juan Antonio Rodríguez García, Joaquim Comas Martínez, Xavier Binefa Valls
- No-Reference Digital Image Quality Assessment Based on Structure Similarity. Basma Ahmed, Mohamed Abdel-Nasser, Osama Omer, Amal Rashed, Domenec Puig
- Promising Depth Map Prediction Method from a Single Image based on Conditional Generative Adversarial Network. Saddam Abdulwahab, Hatem A. Rashwan, Armin Masoumian, Najwa Sharaf, Domenec Puig
Sales de debat de pòsters. Dijous 21, 13:35-14:15
- Sala 1.Combinatorial Problem Solving, Logics for Artificial Intelligence. Sentiment Analysis, Text Analysis. Explainability, Argumentation.
Moderadora: Maite López - Sala 2. Computer Vision.
Moderador: Cecilio Angulo
Presentació articles. Dijous 21, 15:15-16:55
Combinatorial Problem Solving, Logics for Artificial Intelligence I
Moderador: Ramón Béjar
- Application of CMSA to the Minimum Positive Influence Dominating Set Problem. Mehmet Anil Akbay, Christian Blum
- From Non-Clausal MinSAT to Clausal MinSAT. Chu-Min Li, Felip Manyà, Joan Ramon Soler, Amanda Vidal Wandelmer
- On the Temperature of SAT Formulas. Jesús Giráldez-Cru, Pedro Almagro-Blanco
- Choosing the Root of the Tree-Decomposition when Solving WCSPs: Preliminary Results. Aleksandra Petrova, Javier Larrosa, Emma Rollon
- Exploring Lifted Planning Encodings in Essence Prime. Joan Espasa Arxer, Jordi Coll, Mateu Villaret, Ian Miguel
Presentació articles. Dijous 21, 17:10-19:10
Computer Vision I
Moderador: Lledó Museros
- Segmenting the Optic Disc using a Deep Learning Ensemble Model based on OWA Operators. Mohammed Ali, Mohamed Abdelnasser, Mohammed Jabreel, Aïda Valls, Marc Baget
- Absolute distance prediction based on deep learning object detectiona and monocular depth estimation models. Armin Masoumian, David George Farouk Marei, Saddam Abdulwahab, Julián Cristiano, Domenec Puig Valls, Hatem A. Rashwan
- WEU-Net: A Weight Excitation U-Net for Lung Nodule Segmentation. Syeda Furruka Banu, Md. Mostafa Kamal Sarker, Mohamed Abdel-Nasser, Hatem A.Rashwan, Domenec Puig
- Reliable Deep Learning Plant Leaf Disease Classification Based on Light-Chroma Separated Branches. Joao Paulo Schwarz Schuler, Santiago Romani, Mohamed Abdel-Nasser, Hatem Rashwan, Domenec Puig
- Grouped Pointwise Convolutions Significantly Reduces Parameters in EfficientNet. Joao Paulo Schwarz Schüler, Santiago Romani, Mohamed Abdel-Nasser, Hatem Rashwan, Domenec Puig
Conferència invitada. Divendres 22, 9:00-10:00
Patty Kostkova
- Digital Public Health Technologies and Social Media in Global Emergencies
Moderadora: Aïda Valls
Presentació articles. Divendres 22, 10:00-11:00
Explainability, Argumentation II
Combinatorial Problem Solving, Logics for Artificial Intelligence II
Computer Vision II
Moderadora: Isabel Aguiló
- On the rationality of explanations in classification algorithms. Zoe Falomir, Vicent Costa
- A Cognitively-Inspired Model for Making Sense of Hasse Diagrams. Dimitra Bourou, Marco Schorlemmer, Enric Plaza
- Efficient Fundus Image Gradeability Approach Based on Deep Reconstruction-Classification Network. Saif Khalid, Saddam Abdulwahab, Mohamed Abdel-Nasser, Domenec Puig, Hatem A.Rashwan, Julián Cristiano
Presentació articles. Divendres 22, 11:20-12:20
Machine Learning
Data Science, Decision Support Systems
Moderador: Julià Minguillón
- Towards Expert-inspired Automatic Criterion to Cut a Dendrogram for Real-Industrial Applications. Shikha Suman, Ashutosh Karna and Karina Gibert
- Limits of conventional Machine Learning methods to predict pregnancy and multiple pregnancy after embryo transfer. Nuria Correa, Rita Vassena, Jesus Cerquides, Josep Lluis Arcos
- We Are Not the Same Either Playing: a Proposal for Adaptive Gamification. Inmaculada Rodriguez, Anna Puig, Alex Rodríguez
Sessió pòsters. Divendres 22, 12:30-13:45
Moderadora: Tere Alsinet
Data Science, Decision Support Systems
- The emotional impact of hotel room colour in Spanish and Ecuadorian tourists. Monica P. Buenaño, Luis Gonzalez-Abril, Lledó Museros
- A Customer Churn Detection Model for the Pay-TV Sector. Vicente López, Rebeca Egea, Lledó Museros, Ismael Sanz
- On the Convergence of Financial Distress Propagation on Generic Networks. Bernat Salbanya, Jordi Nin, Irene Unceta
- Supporting enrollment in higher education through a visual recommendation system. Julià Minguillón, Noe Rivas, Jonathan Chacón
- Data-driven analysis of Friction Stir Welding for aerospace applications. Marta Camps, Maddi Etxegarai, Francesc Bonada, William Lacheny, Dorick Ballat-Durand, Sylvain Pauleau, Xavier Domingo
- Perceptual maps to aggregate information from decision makers. Olga Porro, Francesc Pardo-Bosch, Mónica Sánchez, Núria Agell
Machine Learning
- Combining Simulations and Machine Learning for Efficient Prediction of Process Parameters Evolution in Injection Moulding. Albert Abio, Francesc Bonada, Oriol Pujol
- Iterative update of a Random Forest classifier for Diabetic Retinopathy. Jordi Pascual Fontanilles, Aïda Valls, Antonio Moreno, Pedro Romero Aroca
- Anomaly Detection for Diagnosing Failures in a Centrifugal Compressor Train. Ian Palacín, Jordi Planes, Simone Arena, Daniel Gibert, Pier Francesco Orrù
- Pulse identification using Support Vector Machines. Josep Puyol-Gruart, Pere Garcia Calvés, Jesús Vega, Maria Teresa Ceballos, Bea Cobo, Francisco J. Carrera
- Validation on Real Data of an Extended Embryo-Uterine Probabilistic Graphical Model for Embryo Selection. Adrián Torres-Martín, Jerónimo Hernández-González, Jesús Cerquides
- Collection, processing and analysis of heterogeneous data coming from Spanish hospitals in the context of COVID-19. Marta Barroso, Adrián Tormos, Raquel Pérez-Arnal, Sergio Alvarez-Napagao, Dario Garcia-Gasulla
- Cutting tool wearing identification through predictive maintenance and its impact on surface quality. Jose Maria Gonzalez Castro, Francesc Bonada, Giselle Ramirez Sandoval, Eduard Vidales Coca, Nuri Cuadrado Lafoz
- Mental Workload Detection based on EEG Analysis. Jose Yauri, Aura Hernández, Paul Folch, Débora Gil
- Alternation measures for the evaluation of selfish agents’ turn-taking. Nikolaos Papadopoulos, Martí Sánchez Fibla
Sales de debat de pòsters. Divendres 22, 13:45-14:10
- Sala 1.Data Science, Decision Support Systems.
Moderadora: Núria Agell - Sala 2. Machine Learning.
Moderador: Antonio Moreno