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Home > International Federation of Classification Societies (IFCS) > 18th International Federation of Classification Societies > Presentations and Authors

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Topic: All Topics Computer Graphics and Visualization Compositional Data Analysis Data Science Education Functional Data Analysis Model-Based Clustering Optimization in Classification and Clustering Pattern Recognition Robust Methods Statistical Learning and Data Mining Spatial Data Analysis Symbolic Data Analysis Text Mining AI for Government: Methods and Data Analysis Big Data Biplots Clustering, Classification and Discrimination Data Fusion Data Mining Data Science Data Streams Deep Learning Knowledge Representation and Discovery Dependence Modelling and Copulas Dimension Reduction Generalized Linear Models Generative Artificial Intelligence, Explainable Artificial Intelligence (XAI) Image Analysis and Computer Vision Information-theoretic Statistical Modelling and Model Selection Machine Learning Mathematical Foundations of Data Science Missing Data Handling Modelling High-Dimensional and Complex Data Multiview Learning Natural Language Processing Social Network Analysis Statistical and Econometric Methods Time Series Analysis Web Mining |*|Advances in supervised classification |*|Classification Methods for Large Datasets (Organized  by Aurea Grané) |*|Advances in unsupervised classification |*|Artificial Intelligence in Government |*|Clustering, Classification and Discrimination (Organized  by Aurea Grané) |*|Compositional Data Analysis |*|Computer Graphics and Visualization |*|Data Science Education |*|Data Science in Economics, Finance and Management (Organized by K. Jajuga) |*|Data Science in Social and Political Research |*|Functional Data Analysis (Organized by Prof. Rosanna Verde) |*|Dimensionality Reduction and Clustering (Organized by Prof. Maurizio Vichi) |*|Health Data Science |*|Meta-Learning |*|Model-Based Clustering |*|Modeling Multivariate Data (Organized by Prof. Anuradha Roy) |*|Multidimensional data visualization (Organized by Johané Nienkemper & Sugnet Lubbe) |*|Network Analysis & Blockmodeling |*|New developments in cluster number estimation |*|Optimization in Classification and Clustering |*|Pattern Recognition |*|Robust Methods |*|Statistical Learning and Data Mining |*|Spatio-Temporal Data Analysis |*|Symbolic Data Analysis (Organized by Prof. Rosanna Verde) |*|Text-Mining and Natural Language Processing

 

Optimization in Classification and Clustering

Towards Topologically Diverse Probabilistic Planning Benchmarks: Synthetic Domain Generation for Markov Decision Processes
Jaël Champagne Gareau, Éric Beaudry, Vladimir Makarenkov

Spatial Data Analysis

Spatial Agent-Based Model for Aedes Aegypti mosquitoes in the urban area in Arica (Chile)
Diana Marcela Martinez, Kerlyns Martínez, Daira Velandia, Débora Buendía, Scarlett Lever, María Elízabeth Guerra, Ximena Collao, Rodrigo Salas

AI for Government: Methods and Data Analysis

Unsupervised Detection of Anomaly in Public Procurement Processes
Jose Pablo Arroyo-Castro, Shu Wei Chou-Chen

Clustering, Classification and Discrimination

A Deterministic Information Bottleneck Method for Clustering Mixed-Type Data
Efthymios Costa, Ioanna Papatsouma, Angelos Markos

Two clustering strategies for structural composite models with PLS-SEM
Véronique Cariou

Time Series Analysis

Predicting Air Pollution in Beijing, China Using Chemical, and Climate Variables
Joshua Isaac Cervantes Artavia, Moisés De Jesús Monge Cordonero, Daniel Josué Sabater Guzmán

Modelling clusters in network time series with an application to presidential elections in the USA
Guy Nason, Daniel Salnikov, Mario Cortina-Borja

|*|Data Science in Economics, Finance and Management (Organized by K. Jajuga)

Green bond yield determination with the use of machine learning methods. Comparison with conventional bonds
Katarzyna Ewa Kuziak, Klaudia Kaczmarczyk, Caner Colak

|*|Data Science in Social and Political Research

Mapping Electoral Behavior and Political Competition: A Comparative Analytical Framework for Voter Typologies and Political Discourses
Georgia Panagiotidou, Theodore Chadjipadelis

Candidates, Parties, Issues and the Political Marketing Strategies: A Comparative Analysis on political competition in Greece
VASILIKI BOURANTA, GEORGIA PANAGIOTIDOU, THEODORE CHADJIPADELIS

Gender Bias Mitigation in a Credit Scoring Model
Ricardo Corrales-Barquero

Crime in Mexico: an original Data Analysisapproach
Maria Teresa Guerrero-San Vicente, Carlos Cuevas-Covarrubias

|*|Multidimensional data visualization (Organized by Johané Nienkemper & Sugnet Lubbe)

Nearest neighbors for mixed type data: an inter-dependency based approach
Alfonso Iodice D'Enza, Carlo Cavicchia, Michel van de Velden, Angelos Markos

|*|Symbolic Data Analysis (Organized by Prof. Rosanna Verde)

Symbolic Data Analysis Framework for Recommendation Systems: SDA-RecSys
Pushya Chaparala, Nagabhushan P