Data Analysis and Rationality in a Complex World -

. .

Résumé :

Chapter 1 - PerioClust: a simple hierarchical agglomerative clustering approach including constraints (Lise Bellanger, Arthur Coulon and Philippe Husi).- Chapter 2 - What was really the case? Party competition in Europe at the occasion of the 2019 European Parliament Elections (Theodore Chadjipadelis and Eftichia Teperoglou).- Chapter 3 - A Fast Electric Vehicle Planner Using Clustering (Ja?l Champagne Gareau, ?ric Beaudry and Vladimir Makarenkov).- Chapter 4 - A generalized coef?cient of determination for mixtures of regressions (Roberto Di Mari, Salvatore Ingrassia and Antonio Punzo).- Chapter 5 - Distance measurement when fuzzy numbers are used. Survey of selected problems and procedures (J?zef Dziechciarz and Marta Dziechciarz-Duda).- Chapter 6 - Performance measures in discrete supervised classi?cation (Ana Sousa Ferreira and Anabela Marques).- Chapter 7 - Using EVT to assess risk on energy market (Alicja Ganczarek-Gamrot, Dominik Krezo?ek and Grazyna Trzpiot).- Chapter 8 - Measuring and testing mutual dependence for functional data (Tomasz G?recki, Miros?aw Krzysko and Waldemar Wo?ynski).- Chapter 9 - Single imputation via chunk-wise PCA (Alfonso Iodice D'Enza, Francesco Palumbo and Angelos Markos).- Chapter 10 - Clustering Mixed-Type Data: a benchmark study on KAMILA and K-prototypes (Jarrett Jimeno, Madhumita Roy and Cristina Tortora).- Chapter 11 - Exploring social attitudes towards the green infrastructure plan of the Drama city in Greece (Vassiliki Kazana, Angelos Kazaklis, Dimitrios Raptis, Efthimia Chrisanthidou, Stella Kazakli and Nefeli Zagourgini).- Chapter 12 - Spatial perception for structured and unstructured data in topological data analysis (Yoshitake Kitanishi, Fumio Ishioka, Masaya Iizuka, and Koji Kurihara).- Chapter 13 - Text, Content and Data Analysis of Journal Articles: the ?eld of International Relations (Nikos Koutsoupias and Kyriakos Mikelis).- Chapter 14 - Quantile measures of extreme risk on metals market (Dominik Krezo?ek and Grazyna Trzpiot).- Chapter 15 - Evaluation of Text Clustering Methods and their Dataspace Embeddings: an Exploration (Alain Lelu and Martine Cadot).- Chapter 16 - Speci?cation of Basis Spacing for Process Convolution Gaussian Process Models (Waley Liang and Herbert Lee).- Chapter 17 - Estimation of Classi?cation Rules from Partially Classi?ed Data (Geoffrey McLachlan and Daniel Ahfock).- Chapter 18 - Correspondence Analysis and Kriging: Projection of quantitative information on the factorial maps (George Menexes and Thomas Koutsos).- Chapter 19 - Intertemporal exploratory analysis of e-commerce from Greek households from of?cial statistics ...

Sommaire:
data (Stratos Moschidis and Athanasios Thanopoulos).- Chapter 20 - Benchmarking in cluster analysis: a study on Spectral Clustering, DBSCAN, and K-means (Nivedha Murugesan, Irene Cho, and Cristina Tortora).- Chapter 21 - Detection of Topics and Time Series Variation in Consumer Web Communication Data (Atsuho Nakayama).- Chapter 22 - Classi?cationthrough graphical models: Evidences from the EU-SILC data (Federica Nicolussi, Agnese Maria Di Brisco and Manuela Cazzaro).- Chapter 23 - A simulation study for the identi?cation of missing data mechanisms using visualisation (Johan? Nienkemper-Swanepoel, Ni?l le Roux and Sugnet Gardner-Lubbe).- Chapter 24 - Triplet Clustering of One-Mode Two-Way Proximities (Akinori Okada and Satoru Yokoyama).- Chapter 25 - First-time Voters in Greece: Views and Attitudes of Youth on Europe and Democracy (Georgia Panagiotidou and Theodore Chadjipadelis).- Chapter 26 - Comparison of hierarchical clustering methods for binary data from SSR and ISSR molecular markers (Emmanouil Pratsinakis, Lefkothea Karapetsi, Symela Ntoanidou, Angelos Markos, Panagiotis Madesis, Ilias Eleftherohorinos and George Menexes).- Chapter 27 - One-way repeated measures ANOVA for functional data (?ukasz Smaga).- Chapter 28 - Flexible Clustering (Soko?owski Andrzej and M?gorzata Markowska).- Chapter 29 - Classi?cation of entrepreneurial regimes: a symbolic polygonal clustering approach (Andrej Srakar and Marilena Vecco).- Chapter 30 - Multidimensional factor and cluster analysis vs embedding-based learning for personalised supermarket offer recommendations (George Stalidis, Theodosios Siomos, Pantelis Kaplanoglou, Alkiviadis Katsalis, Iphigenia Karaveli, Marina Delianidi, and Konstantinos Diamantaras).- Chapter 31 - Motivation for Participating in the Sharing Economy: The Case of Hungary (Roland Szil?gyi and Levente Lengyel).- Chapter 32 - Benchmarking Minimax Linkage in Hierarchical Clustering (Xiao Hui Tai and Kayla Frisoli).- Chapter 33 - Clustering Binary Data by Application of Combinatorial Optimization Heuristics (Javier Trejos-Zelaya, Luis Eduardo Amaya-Brice?o, Alejandra Jim?nez-Romero, Alex Murillo-Fern?ndez, Eduardo Piza-Volio and Mario Villalobos-Arias).- Chapter 34 - Classifying Users through Keystroke Dynamics (Ioannis Tsimperidis, Georgios Peikos and Avi Arampatzis).- Chapter 35 - Technologicalinnovation and the critical raw material stock (Beatrix Varga and Kitti Fodor).- Chapter 36 - Redundancy analysis for binary data based on logistic responses (Jose L. Vicente-Villardon and Laura Vicente-Gonzalez).- Chapter 37 - Predictive power of school motivation clusters in secondary education (Matthijs J. Warrens and W. Miro Ebert).