Francesco Gagliardi

Former member - francesco.gagliardi@na.icar.cnr.it

Francesco Gagliardi received a MSc (2002) cum laude in Cybernetics from University of Naples “Federico II”, a ME in Software Technologies (2003) from Sannio University of Benevento and a PhD (2008) in Computer Science from University of Naples “Federico II”. He was member of scientific committee of several conferences and of the steering committee of Italian Association of Cognitive Sciences. He is referee for international journals and conferences in the field of Artificial Intelligence. His main research interests concern artificial intelligence, machine learning and scientific data mining with applications in cognitive and bio-medical sciences.


Publications

Order by year - citations - title

Instance-based classifiers applied to medical databases: Diagnosis and knowledge extraction Cited 18 times. Artificial intelligence in medicine 52 (3), 123-139 2011
The Necessity of Machine Learning and Epistemology in the Development of Categorization Theories: A Case Study in Prototype-Exemplar Debate Cited 10 times. AI* IA 2009: Emergent Perspectives in Artificial Intelligence, 182-191 2009
Cognitive models of typicality in categorization with instance-based machine learning Cited 6 times. Practices of Cognition. Recent Researches in Cognitive Science, 115-130 2010
Epistemological justification of test driven development in agile processes Cited 3 times. Agile Processes in Software Engineering and Extreme Programming, 253-256 2007
A new variable—length genome genetic algorithm for data clustering in semeiotics Cited 3 times. Proceedings of the 2005 ACM symposium on Applied computing, 923-927 2005
Some Issues About Cognitive Modelling and Functionalism Cited 2 times. AI* IA 2007: Artificial Intelligence and Human-Oriented Computing, 60-71 2007
Discovering Typical Transcription-Factors Patterns in Gene Expression Levels of Mouse Embryonic Stem Cells by Instance-Based Classifiers Cited 1 times. 2013
Instance-based classifiers to discover the gradient of typicality in data Cited 1 times. AI* IA 2011: Artificial Intelligence Around Man and Beyond, 457-462 2011
The Need of an Interdisciplinary Approach based on Computational Modelling in the Study of Categorization Cited 1 times. Proc. of ICCM, 492-493 2009
Sistemi classificatori basati su istanze: modelli cognitivi della categorizzazione e teorie della diagnosi Cited 1 times. 2008
An Evolutionary Computational Model of Prototype-Based Categorization: an Application on Clinical Semeiotics Cited 1 times. Proceedings of the XXVII Annual Conference of the Cognitive Science Society ... 2005
La naturalizzazione dei concetti: aspetti computazionali e cognitivi Sistemi intelligenti 26 (2), 283-298 2014
A Cognitive Machine-Learning System to Discover Syndromes in Erythemato-Squamous Diseases Advancing Medical Practice Through Technology: Applications for Healthcare ... 2013
A Cognitive Approach to Scientific Data Mining for Syndrome Discovery: A Case-Study in Dermatology International Journal of Software Science and Computational Intelligence ... 2012
Categorization between cognitive psychology and machine learning: on the necessity of an interdisciplinary approach Sistemi intelligenti 21 (3), 489-502 2009
METODO SINTETICO E TEORIE DELLE CATEGORIZZAZIONE
Un Algoritmo Genetico Autodimensionantesi per il Data Mining in Semeiotica Dermatologica