Talks at Conferences & Seminars
KEYNOTE TALKS
2023
Keynote Speaker at the International Workshop on Economics and Finance 2023. Presentation: "Classification of high-dimensional data via functional data analysis and random forest", June 6-7, Universidad de Almeria, Spain.
2021
Keynote Speaker at the plenary session of the International Francophone Conference on Data Science CIFSD 2021. Presentation: "Supervised classification of ECG curves via a combined use of functional data analysis and tree-based methods to identify people affected by heart disease", June 9-11, Marseille, France.
Naples, Italy 2023
CONFERENCES
2024 (Scheduled)
SIDREA 2024 (National Conference SIDREA 2024), Ancona, Italy. Co-author of the contribution: "Utilization of artificial intelligence for business safeguarding: Initial applications of machine learning techniques in crisis prediction."
AMASES 2024 (XLVIII annual conference of the Italian Association for Mathematics Applied to Social and Economic Sciences) Ischia, Italy. Co-author of the contribution: "Studying the discount function through differential geometry: Stable and unstable intertemporal preferences.".
SoIPa 2024 (XXXIII Congresso Nazionale della Società Italiana di Parassitologia), Padova, Italy. Co-author of the contribution: "A ten-year retrospective study of gastrointestinal nematode infections in sheep farms in southern Italy."
2024
IFCS 2024 (18th International Federation of Classification Societies) San José, Costa Rica: Invited Speaker of the Contribution: "Improving functional classification performance through diversity: the functional voting approach".
SIS 2024 (The 52nd Scientific Meeting of the Italian Statistical Society), Bari, Italy: Co-author of the Contribution: "Supervised Classification of Functional Data via Ensembles of Different Functional Representations".
SIS 2024 (The 52nd Scientific Meeting of the Italian Statistical Society), Bari, Italy: Co-author of the Contribution: "Enhancing Graphical Interpretability for Functional Random Survival Forest".
CARMA 2024 (6th International Conference on Advanced Research Methods and Analytics) Valencia, Spain: Co-author of the Contribution: "Data-Driven Strategies for Early Detection of Corporates’ Financial Distress".
SDS 2024 (Statistics and Data Science Conference), Palermo, Italy: Co-author of the contribution: "Random Survival Forest for Censored Functional Data".
DSSR 2024, Data Science & Social Research, 4th international conference, Naples (Italy) on 25th-27th March 2024. Co-author of the contribution at the invited session "Data analysis methods for complex data with applications to business, economics, and the Environment". Contribution: "Statistical Learning Methods for Early Detection of Corporate Crises".
2023
CMSTATISTICS 2023 Berlin: Co-author of the talk at the invited session on Statistical methods for sustainable practices. Title: Random Survival Forest for Functional Data. The 16th International Conference of the ERCIM WG on Computational and Methodological Statistics, Berlin, Germany, 16-18 December 2023.
CMSTATISTICS 2023 Berlin: Speaker at the talk of the invited session on Functional Data Clustering. Title: Enhancing Performances in Curves' Classification: Learning from High-Dimensional Data via a Two-Step Approach. The 16th International Conference of the ERCIM WG on Computational and Methodological Statistics, Berlin, Germany, 16-18 December 2023.
DYSES 2023 Almeria: Co-author of the invited talk at the conference Dynamics of Socio-economic systems, October 17-19, 2023, Almeria, Spain.
ECOSTA 2023 Tokyo: Speaker at the invited talk at the 6th International Conference on Econometrics and Statistics (EcoSta 2023) Conference, Waseda University, Tokyo, Japan 1-3 August 2023. Presentation: “Supervised classification of high-dimensional data through functional data augmentation and random forest”.
IES 2023 Pescara: Co-author of the invited talk at the conference IES 2023 - Statistical Methods for Evaluation and Quality: Techniques, Technologies, and Trends, August 30, 2023 - September 1, 2023, Pescara, Italy. Authors: Maturo, Fortuna, Aguilera, Di Battista. Presentation: Supervised learning from high-dimensional data through dynamic updating of functional classification rules.
IES 2023 Pescara: Speaker at the invited talk at the IES2023 conference - Statistical Methods for Evaluation and Quality: Techniques, Technologies, and Trends, August 30, 2023 – September 1, 2023, Pescara, Italy. Authors: Martino, Ventre, Cruz, Maturo. Presentation: An original approach to anomalies in intertemporal choices through functional data analysis: Theory and application for the study of Hikikomori syndrome.
ITADATA 2023 Naples: Speaker at the invited talk at the 2nd Italian Conference on Big Data and Data Science, September 11-13, 2023, Naples, Italy. Title: A contribution to the explainability of the Random Forest results on medical data.
TIES 2023 Ottawa: Co-author of the invited talk at the 2023 TIES Regional Meeting, 24 July to 29 July 2023, Ottawa, Canada. Title: Functional Design-Based Estimation of Diversity Profiles.
SIS 2023 Ancona: Co-author of the invited talk at SIS 2023 - Statistical Learning, Sustainability and Impact Evaluation, Ancona (Italy), June 21-23, 2023. Authors: F Fortuna, F Maturo, T Di Battista. Presentation: Dynamic learning from data streams through the combined use of probability density functions and simplicial functional principal component analysis.
SDS 2023 Pavia: Co-author of the invited talk at the Statistics for Data Science and Artificial Intelligence conference, 27-28 April 2023 University of Pavia. Authors: Sabri Mohammed, Verde Rosanna, Maturo Fabrizio, Balzanella Antonio, Tairi Hamid, Yahyaouy Ali, Riffi Jamal. Presentation: A new supervised classification technique based on the joint use of K-nearest neighbours and weighted K-means to discover new patterns in the data.
Porto, Portugal 2022
Tokyo, Japan 2023
Porto, Portugal 2022
2022
IFCS 2022 Porto: The 17th conference of the International Federation of Classification Societies, Porto, Portugal, on 19-23 July 2022. Presentation: "Functional Random Forest for biomedical signals classification and interpretative tools".
SEIO 2022 Granada: Co-author of the Invited Talk at the 39th Spanish Conference on Statistics and OR, Granada (Spain), June 7th to June 10th, 2022. Presentation: "Dimensionality reduction of high-dimensional data via probability density functions: an application to the forecasting problem".
Co-author of the invited talk at the International Workshop on "Statistical inference for assessing and monitoring natural resources and biodiversity", November 8-9, 2022, Siena, Italy. Authors: T Di Battista, SA Gattone, F Fortuna, F Maturo. Presentation: Functional design-based estimation of diversity profiles.
IES 2022: Invited Talk at the Innovation and Society 5.0: statistical and economic methodologies for quality assessment, January 27, 2022 – January 28, 2022, Capua (Italy). Presentation: Improving the quality of questionnaires via the combined use of functional outlier detection and Item Response Theory.
IES 2022: Invited Talk at the Innovation and Society 5.0: statistical and economic methodologies for quality assessment, January 27, 2022 – January 28, 2022, Capua (Italy). Presentation: Classification of ECG signals based on functional data analysis and machine learning techniques.
Iasi, Romania 2016
2021
DSSV-ECDA 2021: Data Science, Statistics and Visualization (DSSV) and the European Conference on Data Analysis (ECDA), July 7 – July 9, 2021. Presentation: Exploiting clustering to improve the performance of a functional classifier: An application to ECG data using a new semi-metric.
SIS 2021: 50th edition of the Scientific Meeting of the Italian Statistical Society, 21-25 June 2021, Pisa, Italy. Presentation: Supervised classification of ECG curves via a combined use of functional data analysis and random forest to identify people affected by heart disease.
TASK 2021: 4th AFU International Conference, Towards Advanced Scientific Knowledge (TASK), 19-20 May 2021, Dubai, United Arab Emirates. Presentation: Supervised classification of curves through functional data augmentation and decision trees.
EGC 2021: Technology and Environment Workshop’21, March 26th, 2021, Paris, France. Presentation: “Supervised classification of curves via a combined use of functional data analysis and random forest”.
2019
Invited Talk at CLADAG 2019: 12-th Scientific Meeting of the Classification and Data Analysis Group, Cassino, September 11 – 13, 2019. Specialized session on "Statistical analysis of data streams". Presentation: "Unsupervised fuzzy classification for detecting similar functional objects".
Partecipation as coauthor of the invited talk at CLADAG 2019: 12-th Scientific Meeting of the Classification and Data Analysis Group, Cassino, September 11 – 13, 2019. Specialized session on "Clustering of spatial data". Presentation: "Biodiversity spatial clustering".
Partecipation as coauthor of the invited talk at ISI 2019: 62nd ISI World Statistics Congress, 18-23 Aug 2019, Kuala Lumpur, Malaysia. Specialized session "STS-486: Environmental Statistics and Climate Change". Presentation: "Inspecting ecological communities’ structure via functional data analysis".
2018
Speaker at ERCIM 2018: 11th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2018). University of Pisa, Italy, 14-16 December 2018. Presentation:"Assessing diversity over time via functional data analysis and related tools "
Speaker at DYSES 2018: Dynamics of Socio Economic Systems, October 9-12, 2018 - Paris, France. Presentation: “Measuring impatience, inconsistency, and magnitude effect with functional data analysis”.
Partecipation as coauthor of the invited talk at COMPSTAT 2018: The 23rd International Conference on Computational Statistics, 28-31 August 2018, Iasi, Romania, Presentation: “Data stream reduction via functional time series analysis”.
Partecipation as coauthor of the invited talk at COMPSTAT 2018: The 23rd International Conference on Computational Statistics, 28-31 August 2018, Iasi, Romania, Presentation: “Functional tools for increasing the accuracy of biodiversity assessment’”.
Invited talk at the international conference SIS 2018 (Solicited session on “Dimensional reduction techniques for Big Data Analysis”): 49th Scientific meeting of the Italian Statistical Society, June, 20-22, 2018, Palermo, Italy. Presentation: “Clustering Data Streams via Functional Data Analysis: a Comparison between Hierarchical Clustering and K-means Approaches”. 20-6-2018 to 22-6-2018
Speaker at the conference RTSS 2018: 5th International Conference “Recent Trends in Social Sciences”, May, 15-16, 2018, Iasi, Romania. Presentation: “Monitoring Workforce Diversity in Organizations over Time via Functional Data Analysis”
2017
Invited talk at the international conference IES 2017 "8th Scientific Conference on Innovation & Society, Statistical Methods for Evaluation and Quality”, September 6-7, 2017, Naples, Italy. Presentation: “Functional ANOVA for Evaluating Cognitive Abilities and School Performance”. 06-09-2017 to 07-09-2017
Invited talk at the international conference RTSS 2017 "3rd International Conference on Recent Trends in Social Sciences: Social Work”, March 13-16, 2017, Seville, Spain. Presentation: “Recent Advances in Measuring Heterogeneity in Organizational Studies”. 13-03-2017 to 16-03-2017.
Naples, Italy 2017
2016
Invited talk at the international conference ICBAER 2016 International Conference on Business Administration and Economics “People. Ideas. Experience”. October 14-15, 2016, Resita, Romania. Presentation: “Measuring diversity in organizations: review and recent advances”. 14-10-2016 to 15-10-2016
Speaker at the conference FSMOA 2016 "Fuzzy Sets, Multivalued Operations, and Applications to Social Sciences". September 8–10, 2016, University of Chieti-Pescara, Italy. Presentation: “Fuzzy regression for the study of business phenomena” 08-09-2016 to 10-09-2016
Speaker at the conference FSMOA 2016 "Fuzzy Sets, Multivalued Operations, and Applications to Social Sciences". September 8–10, 2016, University of Chieti-Pescara, Italy. Presentation: “Possible approaches to fuzzy probability.” 08-09-2016 to 10-09-2016
Rio De Janeiro, Brazil 2015
2015
Invited talk at the specialized session of the international conference ISI 2015 "60th World Statistics Congress" . Specialized session “High frequency processing and streaming data analysis”. July 26-30, 2015, Rio de Janeiro, Brazil. Presentation: “Recent advances in functional data stream classification”. 26-07-2015 to 30-07-2015
Invited talk at the International Conference “Humanities and social sciences today. classical and contemporary issues”. May 7-11, 2015, Iasi, Romania. Organized by the Romanian Academy, Iasi Branch, “Gheorghe Zane” Institute for Economic and Social Research. Presentation: “Fuzzy probability: alternative approaches and applications to Social Sciences” 07-05-2015 to 11-05-2015
Invited talk at the International Conference “Humanities and social sciences today. classical and contemporary issues”. May 7-11, 2015, Iasi, Romania. Part of the SOP HRD/159/1.5/S/133675 European Project “Innovation and Development in the Patterning and Representation of Knowledge Through PhD and Post-PhD Fellowships” (POSDRU/159/1.5/S/133675) project, financed from the European Social Fund through the Sectoral Operational Programme Human Resources Development 2007-2013. Presentation: “Corporate board diversity: A functional approach for its assessment”. 07-05-2015 to 11-05-2015
Speaker at the conference FSMOA 2015 "2d International Conference on Fuzzy Sets, Multivalued Operations and Applications to Social Sciences”, September 15-17, 2015, Chieti, Italy. Presentation: “Fuzzy Conditional Probability”. 15-09-2015 to 17-09-2015
Speaker at the international conference RTSS 2015. 3rd International Conference on “Recent Trends in Social Sciences: Qualitative Theories and Quantitative Models”. October 15-17, 2015, Brno, Czech Republic. Presentation: “Fuzzy Regression Models with Fuzzy Random Variables: Application in the Social and Economic Fields”. 15-10-2015 to 17-10-2015
Speaker at the international conference RTSS 2015. 3rd International Conference on “Recent Trends in Social Sciences: Qualitative Theories and Quantitative Models”. October 15-17, 2015, Brno, Czech Republic. Presentation: “Diversity in the Social and Economic Science: Review and Application”. 15-10-2015 to 17-10-2015
Speaker at the international conference RTSS 2015. 3rd International Conference on “Recent Trends in Social Sciences: Qualitative Theories and Quantitative Models”. October 15-17, 2015, Brno, Czech Republic. Presentation: “Analysis of the Inequalities of Abruzzo’s Provinces Through the Indices of Deprivation”. 15-10-2015 to 17-10-2015
Reșița, Romania 2015
2014
Speaker at the international conference IMFE 2014 "The International Conference on Marine and Freshwater Environments". August 6-8 , 2014, St. John’s, Canada. Presentation: “Parametric Functional Analysis of Variance for Fish Biodiversity”. 06-08-2014 to 08-08-2014
Poster Presentation at the Conference SIS 2014 "47th SIS Scientific Meeting of the Italian Statistical Society". June 11-13, 2014. Cagliari, Italy. Presentation: “Bell Shaped Fuzzy Numbers Associated with the Normal Curve”. 11-06-2014 to 13-06-2014
Speaker at the conference MATHESIS 2014 "L’educazione matematica oggi: test, gare e interrelazioni con altre discipline". February 28, 2014, Ottaviano, Italy. Presentation: “Probability and Statistics Tests: a Critical Analysis”. 28-02-2014 to 28-02-2014
Speaker at the international conference RoAIMS 2014, 2nd edition of “ROMAI Applied and Industrial Mathematics Symposium”. June 12-15, 2014, Iasi, Romania. Presentation: “Fuzzy Regression”. 12-06-2014 to 15-06-2014
47th SIS Scientific Meeting of the Italian Statistical Society, Cagliari 2014.
2013
Speaker at the International Workshop on “Algebraic And Analytic Number Theory And Their Applications". May 23-24, 2013. Costanza. Romania. Presentation: “Finite Geometric Spaces, Steiner Systems and Cooperative Games”. 23-05-2013 to 24-05-2013
Speaker at the conference MATHESIS 2013 "La matematica nel primo ciclo: aspetti didattici, sociologici e interdisciplinari". April 4-6, 2013, Chieti, Italy. Presentation: “The Olympic Games for the Promotion of Statistical Reasoning and new Technologies in the School”. 04-04-2013 to 06-04-2013
2012
Speaker at the international conference ICEKU 2012 "1st international conference on econometrics methods and applications". August 25-27, 2012, Sanandaj, Iran. Presentation: “Social Science Research: Fuzzy Sets and Econometric Models”. 25-08-2012 to 27-08-2012
Speaker at the international conference RTSS 2012 "1st International Conference on Recent Trends in Social Sciences: Qualitative Theories and Quantitative Models". September 23-25, 2012, Iasi, Romania. Presentation: “Fuzzy Regression in Social Sciences”. 23-09-2012 to 25-09-2012
Speaker at the conference MATHESIS 2012 "Innovazioni didattiche e formazione degli insegnanti. Ruolo dell’università e della Mathesis". May 24, 2012. Chieti, Italy. Presentation: “Statistical Games and Educational Innovation”. 24-05-2012 to 24-05-2012
SEMINARS
June 2023
Seminar at the Departamento de Economía y Empresa, Universided de Almeria, Spain.
Title: Supervised classification of high-dimensional data via a combined use of functional data analysis and tree-based methods.
May 2022
Seminar at the International Degree Course in Data Science, Federico II University, Naples, Italy.
Title: Introduction to some FDA applications.
May 2022
Seminar at the International Degree Course in Data Science, Federico II University, Naples, Italy.
Title: Introduction to functional data analysis (FDA).
July 2021
Seminar at the International Degree Course in Data Science, Federico II University, Naples, Italy.
Title: Introduction to functional data analysis (FDA).
March 2021
Seminar on Statistics and Educational Innovations for school teachers.
Title: Teaching Mathematics, Physics and Statistics with a modern approach.
December 2020
Seminar on Probability and Statistics within the MIUR project Paths for soft skills and orientation.
Organized by Liceo Garofano, Capua, Italy.
Title: Probability theorems: total probabilities and Bayes' theorem, introduction to random variables, binomial, normal.
March 2020
Seminar on Basic Statistics within the MIUR project School-Work Alternation.
Seminar organized by Liceo Garofano, Capua, Italy.
Title: From data to information: Position and variability.
February 2020
Seminar on Basic Statistics within the MIUR project School-Work Alternation.
Seminar organized by Liceo Garofano, Capua, Italy.
Title: From data to information: Measuring Association.
March 2019
Seminar on the research carried out in the field of statistical methods for the evaluation of biodiversity, NUIG Galway
National University of Ireland, Galway.
Title: Unsupervised Classification of Ecological Communities Ranked According to their Biodiversity Patterns via a Functional Principal Component Decomposition of Hill's Numbers' Integral Functions.
Aprile 2014
Istituto Gaetano Cardelli, Mosciano Sant'Angelo, Teramo, Italia.
Titolo: la costruzione di questionari on-line su piattaforma e-learning e l’analisi dei dati.