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1 Curriculum vitae et studiorum RAFFAELLA FOLGIERI Research interests Member of Italian Society of Engineering and of SIREN (Italian Neural Networks Society), she has published her research in several journal articles (main fields of interests: Brain Computer Interaction; Bioinformatics; Machine Learning and A.I.; learning and e-learning; Virtual Reality; Quality assessment in complex software development). Application fields: Cognitive Science, Neuroscience, co-adaptive systems, Learning Disorders, Machine Learning and A.I., Virtual Reality, Cultural Heritage. Her work explores some of the central issues in cognitive research such as how people move from skilled performance to problem solving, how a person learns, manages errors, interprets visual stimuli, and communicates, with a special focus on learning disorders and dyslexia. Her purpose is to explore everything is related to humans brain and cognition, starting from an artificial reproduction of individuals behavior and abilities, to investigate the influences that technology may have on life, cognition and the human mind. Current Position Assistant Professor and Researcher at Università degli Studi di Milano, Department of Economics, Management and Quantitative methods (DEMM), Milan, Italy. Education - 15/2/2008: Phd in Information Technologies (Bioinformatics and AI methods: Ensembles based on Random Projection for gene expression data analysis ) University Degree in Information Technologies, Università Statale di Milano (MSc equivalent). 110/110 cum laude University Degree in Information Technologies, Università Statale di Milano (BSc equivalent). 100/110 Other University and specialization courses/certifications - Faculty of Law, Università degli Studi di Milano: courses in Italian Constitution, Information technologies laws, Information technologies laws advanced - IELTS (International English Language Testing System, British Council), academic certification, 2009 (score: 7/9). - Specialization course in ICT development methodologies: parallel and grid computing techniques. CILEA (Consorzio Interuniversitario Lombardo per l Elaborazione Automatica), April Specialization course in ICT: object and C++ programming. CILEA (Consorzio Interuniversitario Lombardo per l Elaborazione Automatica), May Specialization course in biotechnologies on ABI 1700 Microarray Analyzer, AB Applied Biosystem (Applied Biosystem), May High specialization course The analysis of patterns, October/November 2005, International School on Neural Nets E. Caianiello, Ettore Majorana Centre, Erice, Italy. - Courses on Business and Service Marketing, Formaper (Camera di Commercio italiana, Milano) (marketing, business plan, communication plan, competitive market). - Course on Company Management, Formaper (Camera di Commercio italiana, Milano) (incl. Budget Management, Resource Management, Business Management, Corporate Safety). 1

2 Languages Italian (mother tongue) English (fluent), Spanish (good) and French (basic conversational) Society and Corporation memberships - Member of Albo Ingegneri Provincia di Milano (Italian Society of Engineers) - Member of the SIREN (Società Italiana REti Neuroniche), Italian Neural Network Society Conference Technical Organizing Committee membership - WEB 2013, International Conference on Building and Exploring Web Based Environments, Seville, Spain - WEB 2014, International Conference on Building and Exploring Web Based Environments, Chamonix, France - WIRN 2012, Italian Workshop on Neural Networks, Vietri sul Mare (SA), Italy - WIRN 2013, Italian Workshop on Neural Networks, Vietri sul Mare (SA), Italy - WEB 2014, The Second International Conference on Building and Exploring Web Based Environments, Chamonix, France - WEB 2014, The Third International Conference on Building and Exploring Web Based Environments, Chamonix, France Conference Organization The Inclusive Classroom-Teaching English to Dyslexic Students. Università degli Studi di Milano, 22 Nov 2012, organized by Raffaella Folgieri and Miriam Bait, in collaboration with Oxford University Press Editorial Board membership Member of the Editorial Board of the international Journal of Computer and Communication, SCIRPR, ISSN: Referee activity - Neurocomputing, Elsevier, ISSN: ; - IET Nanobiotechnology, IEEE, ISSN: ; - International Journal of Pattern Recognition and Artificial Intelligence, World Scientific, ISSN: ; - Neural Networks, Elsevier, ISSN: ; - Journal of Engineering and Technology Research (JETR), Academic Journals, ISSN: ; - PLOS-one, eissn ; - WIRN 2012, Italian Workshop on Neural Networks; - WIRN2013, Italian Workshop on Neural Networks - WEB 2013, International Conference on Building and Exploring Web Based Environments - WEB 2014, International Conference on Building and Exploring Web Based Environments - WIRN2014, Italian Workshop on Neural Networks - WEB 2014, International Conference on Building and Exploring Web Based Environments - ICIST 2015 (5th International Conference on Infromation Society and Technology); - WEB 2015, International Conference on Building and Exploring Web Based Environments 2

3 Academic awards - Best Country Project Prize IBM (3000 $), Project i-deas on the Cloud, Best Country Project Grant National Instruments Ltd (sw+hw covering ), Project i- DEAS on the Cloud, Most Innovative Project Grant Epson SpA (sw+hw covering ), Project Augmented Reality in teaching, cultural heritage and therapeutic purposes, R.Folgieri, "best paper awards", third place with WSCD: Negotiating the Web Science Curriculum Development through Shared Educational Artefacts, ACM WebSci 11, Koblenz, Germany, 2011 Research projects Since January 2013: DSA Office (Learning Disorders Office), Università degli Studi di Milano. Study of tools, methods and teaching materials for cognitive empowerment of individuals with learning disorders. Since September 2013: Science and Information Technology Institute, National Research Council (CNR), Pisa, Italy. Project contatto. The project aims to create a sound-based stimuli database to evoke specific mental states useful to terapeutic and didactical scopes. The main objective is to estabilish a correlation among mental states and EEG parameters to elicit feelings and reactions in autistic children. Since February 2014: Gaetano and Mafalda Luce, Milan. MondoBlu project. The project aims to realize, in a job placing perspective, actions finalized to the acquisition of competencies to achieve the best possible levels of autonomy and social interaction for individuals with the Asperger syndrome. The final outcome should be the creation of training virtual environments reproducing real job situations. Since January 2012: Member of the executive committee of the EU founding project (Enterprise and Industry): EE-74-NETT-Networked Entrepreneurship Training of Trainers. July 2010 December 2010: Research Grant. Università degli Studi di Genova, Dipartimento di Ingegneria Biofisica ed Elettronica (DIBE). Organization and coordination of two research groups (DIBE, Genova and DIEE, Dipartimento di Ingegneria Elettrica ed Elettronica, Università di Cagliari), for the study and the design of models and metrics for the analysis and the evaluation of high complex software systems. June 2008 June 2009: Research Grant as Project Manager in a research programme (EU funded, 45 partners) on virtual reality (application of AI methodologies and Work Package Leader for the coordination of the developers group and methodologies) October 2004 October 2007 Joint Research Centre, EU Institution, Ispra (Va), Italy. Auxiliary Agent (National Epert), 3-year contract. Project Manager in Bioinformatics and Coordinator, for the JRC (European Commission Joint Research Centre). Main activities: - Coordination of research groups and fund-raising to finance research activities - Bioinformatics and Artificial Intelligence design for the development of analysis methods and models in Anti-fraud, Financial algorithms, System Biology and data mining. - Project management for the development of methods of pattern recognition 3

4 September 2003-September2005 IT Department in collaboration with Biology Department, Università degli studi di Milano, Milan, Italy: - Application of support vector machine and random subspace ensemble to classification problems in gene expression analysis. - Development of a bibliographic and statistical scientific database for collecting biological research data. IT Department, University of Milan. Research activity on: Medical applications of digital signal processing and computational intelligence techniques: ensembles methods for the bio-molecular diagnosis. September 2002-July 2003 Cooperation with the University of Milan (IT Department) in research and development of learning solutions based on open source platforms and on learning object methodology. Coordination of research groups at University of Milan Coordinator for the B(e)side research group, focused on Artificial Intelligence and interpersonal machine-machine and brain-machine communication, mediated by cognitive technology. Coordinator, with the colleague Miriam Bait, of the ELIt research group, born with the aim to implement an interdisciplinary approach in the study of learning disorders, such as dislexya, with particular reference to scientific and foreign language school subjects and aimed at offering opportunities to students and teachers through the use of new innovative cognitive technologies. Institutional actitivies On behalf of DEMM (Department of Economics, Management and quantitative Methods), University of Milan: From March 2013: delegate for themes related to SLD (Specific Learning Disorders) On behalf of the Political Science Faculty: From February 2011: Dean delegate for computer skills assessments. On behalf of the LD Office of the University of Milan: From March 2013: design and organization of teaching materials and tools for a series of seminars to support learning of students with a certified LD (Italian law num. 170). Patents , on behalf of 3M SpA, Lighting Division: study and design of an algorithm for the exploitation of OLF films to get a cold surface lighting system with uniform reduction of light sources and energy preservation. The patent holder is 3M S.p.A. 4

5 Didactic activities Università degli Studi di Milano, Milan, Italy: - a.y. 2014/15 Organization and coordination of the specialization course in Experts in targeted and learning methodologies LD-oriented (Corso di Perfezionamento in Esperti in didattica personalizzata e metodologie di apprendimento orientate ai DSA). - a.y. 2010/11 to present (including a.y. 2014/2015): - Artificial Intelligence and Statistics (60h), Degree course in Cognitive Science and Decision Making, Faculty of Medicine. (from 2010/2011 to 2014/2015) - Virtual Reality (48h), Degree courses in Digital Communication, Information Technology, Music Technology, Faculty of Matematics, Phisics and Natural Science. (from 2010/2011 to 2014/2015) - Neural Networks (20h), Degree course in Digital Communication and Marketing. (2014/2015) - Extended Cognition:Applications (20h), Degree course in Cognitive Science and Decision Making (2014/2015) - Computer Skills Advanced -taught in English (20h), Master course in Economic and Political Science, Political Science Faculty. (from 2010/2011 to 2014/2015) - Information Technology (36h), Degree courses in Medical, Pharmaceutical and Industrial Biotechnology. (2010/2011) - Tot from 128 to 204 (h per year) Relazione/Correlazione Tesi di Laurea a.y. 2010/11, relatore di 1 tesi di laurea triennale (CdL Comunicazione Digitale ) e correlatore di 6 tesi di laurea (tre magistrali CdL Scienze Cognitive e Processi decisionali, e tre triennali CdL Comunicazione e Società ). a.y. 2011/12, relatore di 6 tesi di laurea (una triennale CdL Comunicazione Digitale, una triennale CdL Comunicazione e Società, quattro magistrali CdL Scienze Cognitive e Processi decisionali ) e correlatore di 3 tesi finali (due magistrali CdL Scienze Cognitive e Processi Decisionali, una CdL Comunicazione e Società ) a.y. 2012/13, relatore di 10 tesi di laurea (sette magistrali CdL Scienze Cognitive e Processi decisionali, una magistrale CdL Relazioni Pubbliche e d Impresa, due triennali CdL Comunicazione Digitale ) a.y. 2012/13, correlatore tesi di dottorato di Mustafa Asim Kazancigil, PhD thesis A study of data processing in Xlet-based Intractive Digital Television Applications, Scuola di Dottorato in Informatica, Dip. di Informatica, Università degli Studi di Milano.Dissertation: 26 Feb 2013 a.y. 2013/2014 relatore di 9 tesi magistrali (CdL Scienze Cognitive e Processi decisionali ), correlatore di 6 tesi magistrali (CdL Scienze Cognitive e Processi decisionali ) Other didactic experiences As a contract professors from a.y. 2003/04 till 2009/10: - Project Design and Management. Degree in Information and Communication Technology, Faculty of Matematics, Physics and Natural Science. (48 h) 5

6 - General Information Technology (database module), Faculty of Political Science (20 h) - Information technology, Faculty of Law. (36 h) - Information Technology Skills, Political Science Faculty. (20 h) - ICT in medicine, Medicine Faculty. (40 h) Università dell Insubria (Varese, Italy), Faculty of Economics: a.y. 2007/08 till 2009/10, contract professor for the subjects: Inferential Statistics; Introduction to programming ICT languages; General ICT; Introduction to the statistical software R; annual seminars (for CFU acquisition) on Web 2.0: tools and new frontiers do didactics and business applications and Symbolic representation in business modeling. Università Bicocca (Milan, Italy): September April 2004, Contract professor for the subjects General Information Technology and for ECDL courses. November 2006 October 2007 Teaching of Mathematic in the first, second, third and fourth class of the Secondary School Feltrinelli, Milano: October 2007-June 2008, Supplenza annuale per le materie Matematica e Matematica Applicata presso l ITIS Statale Feltrinelli Milano October-November 2006, Supplenza per le materie Matematica e Matematica Applicata presso l ITIS Statale Feltrinelli Milano 6

7 Scientific Publications Books R. Folgieri, C. Lucchiari, La scienza della mente e del computer. Un introduzione ragionata allo studio dell intelligenza artificiale e del pensiero naturale. (2014, Italian version). RF ed ISBN AAVV, Linee guida per una nuova governance del sistema sanitario, Aracne Editrice, Roma (2015, in press, Italian version). Book chapters Pravettoni, G., Folgieri, R., & Lucchiari, C. (2015). Cognitive Science in Telemedicine: From Psychology to Artificial Intelligence. In Tele-oncology (pp. 5-22). Springer International Publishing. Folgieri, R., Bergomi, M. G., & Castellani, S. (2014). EEG-Based Brain-Computer Interface for Emotional Involvement in Games Through Music. In Digital Da Vinci (pp ). Springer New York. Folgieri, R., Lucchiari, C., Granato, M., & Grechi, D. (2014). Brain, Technology and Creativity. BrainArt: A BCI-Based Entertainment Tool to Enact Creativity and Create Drawing from Cerebral Rhythms. In Digital Da Vinci (pp ). Springer New York. Papers on International Journals Folgieri, R., Granato, M. (2015). Augmented reality to improve users experience in art: an application of epson moverio and google cardboard devices. Cappellini, V. (Ed.). Electronic Imaging & the Visual Arts: EVA 2015 Florence. Firenze University Press. (pp ). Folgieri, R., Lucchiari, C., Cameli, B., A blue mind: a brain computer interface study on the cognitive effects of text colors. (2015) In: BRITISH JOURNAL OF APPLIED SCIENCE AND TECHNOLOGY. ISSN :1(2015), pp Lucchiari, C., Folgieri, R., & Pravettoni, G. (2014). Fuzzy cognitive maps: a tool to improve diagnostic decisions. Diagnosis, 1(4), M. Bait, R. Folgieri. English Language Learning and Web Platform Design: The Case of Dyslexic Users. IJIELTR, Vol 2, N 2, Nova Science Publishers, Inc, A. Banzi, R. Folgieri. Learning by looking:the case for visual-perceptual repetition priming. STATE OF MIND, A. Banzi & R. Folgieri. Implicit memory and visual literacy in the museum context. Il Capitale Culturale: Studies on the Value of Cultural Heritage, (9), (2014) R. Folgieri, L. Iacovone. Consistency and impact of brand management decisions. The neurosciences perspective. FINANZA MARKETING E PRODUZIONE , EGEA, R. Folgieri, M. Zichella. A BCI-based application in music: conscious playing of single notes by brainwaves. Computers in entertainment, ACM, vol 10,

8 D. Marini, R. Folgieri, D. Gadia, A. Rizzi. Virtual reality as a communication process. VIRTUAL REALITY, vol 16, A. Bertoni, R. Folgieri, G. Valentini, Bio-molecular cancer prediction with random subspace ensembles of Support Vector Machines. Neurocomputing vol. 63C pp , 2005 Elsevier, ISSN A. Bertoni, R. Folgieri and G. Valentini. Feature selection combined with random subspace ensemble for gene expression based diagnosis of malignancies. In: Biological and artificial intelligence environments, a cura di Bruno Apolloni, Maria Marinaro and Roberto Tagliaferri. Dordrecht: Springer, ISBN p Papers in collections R. Folgieri, A. Banzi, D. Grella. A New Cognitive Approach to Art Experience: Priming, EEGbased Virtual Reality and Digital Storytelling. EVA: PROCEEDINGS E REPORT, Firenze University Press, M. Bait, A. Banzi, R. Folgieri, S. Minetti. Introducing a virtual reality EEG-BCI and primingbased tool to make Art interactive: a technological and linguistic challenge. Electronic imaging & the visual arts, Firenze University Press, A. Banzi, R. Folgieri. Preliminary results on priming based tools to enhance learning in museums of fine arts. EVA: PROCEEDINGS E REPORT, Firenze University Press, Conference proceedings A. Oppio, S. Corsi, R. Folgieri, Addressing decisions about waste disposals siting. The role or Artificial Neural Network approach to territorial vunerability assessment, Ecomondo, Rimini, 5-8 novembre 2014 R. Folgieri, M. Bait. (2014) The new profile of the virtual tourist-traveler: Communicative perspectives and technological challenges. Thi2014, 22nd international congress, tourism & hospitality industry 2014, trends in tourism and hospitality management, may 8-9th, 2014, Opatija, Croatia. University of Rijeka, Faculty of Tourism and Hospitality Management. S. Corsi, R. Folgieri. Analysis and development of sustainable agro-energy chains in developing countries: the case study of Jatropha curcas in Ghana. In Proceedings of 11th Wageningen International Conference on Chain an Network Mnagement (WICaNeM 2014), 4th-6th of June 2014, Capri, Italy. R. Folgieri, C. Lucchiari, D. Marini. Analysis of brain activity and response to colour stimuli during learning tasks: an EEG study. IS&T/SPIE electronic imaging, International society for Optics and Photonics, Burlingame, R. Folgieri. A community of practice and project-based learning matching innovation and tradition. Proceedings of Global TIME 2012 AACE's conference, E. Calore, R. Folgieri, D. Gadia, D. L. R. Marini. Analysis of brain activity and response during monoscopic and stereoscopic visualization. Stereoscopic displays and applications XXIII, Burlingame, California, USA,

9 R. Folgieri, M. Zichella. Conscious and unconscious music from the brain:design and development of a tool translating brainwaves into music using a BCI device. Advances in affective and pleasurable design. CRC press, San Francisco, A. Banzi, R. Folgieri. EEG-based BCI data analysis on visual-priming In the context of a museum of fine arts. Proceedings 18th International conference on distributed multimedia systems. Knowledge systems institute, Miami Beach, B. Apolloni, R. Folgieri, G. Valle. Revisiting design of learning and mobility services. Proceedings 18th International conference on distributed multimedia systems. Knowledge systems institute, Miami Beach, R. Folgieri, G. Barabino, G. Concas, E. Corona, R. De Lorenzi, M. Marchesi, A. Segni. A revised web objects method to estimate web application development effort. Proceeding WETSoM '11, New York: ACM, Honolulu, Hawaii, USA, R. Folgieri. VR for cultural heritage valorization:a communication problem. Proceedings Electronic Imaging & The Visual Arts, Cappellini, Firenze, M. Croitoru, S. Bazan, S. Cerri, H. Davis, R. Folgieri, C. Jonquet, F. Scharffe, S. Staab, M. Vafopoulos and S. White. WSCD: Negotiating the Web Science Curriculum Development through Shared Educational Artefacts. Proceedings ACM WebSci 11. Koblenz, R. Folgieri, F. Epifania, G. Valle. Un esperimento di apprendimento collettivo, attraverso l uso di strumenti web 2.0,presso l Universita Statale di Milano. In: Didamatica Informatica per la Didattica. A cura di Alfio Andronico e Luigi Colazzo [risorsa elettronica]. - [s.l.]: A. Andronico, L. Colazzo (Eds.), ISBN Disco ottico. R. Folgieri. An experimental comparison of Random Projection ensembles with linear kernel SVMs and Bagging and BagBoosting methods for the classification of gene expression data. (Volume 204, 2009) In Neural Nets WIRN09-19th Italian Workshop on Neural Nets, Vietri sul Mare, Salerno, Italy, May Edited by Bruno Apolloni, Simone Bassis, Carlo F. Morabito. ISBN F. Epifania, G. Valle, R. Folgieri, A. Kazancigil. Information technologies incentivizing scholastic fruition. (Volume 2009, Issue 1). In: C. Crawford et al. (Eds.), Proceedings of Society for Information Technology and Teacher Education International Conference 2009 (pp )/C. Crawford, D. A. Willis, R. Carlsen, I. Gibson, K. McFerrin, J. Price, R. Weber. - Charleston, SC, USA: Association for the Advancement of Computing in Education (AACE), p R. Folgieri, F. Epifania, G. Valle. An innovative didactic experiment in the context of the Jurisprudence Faculty of the Milan University. ED-MEDIA 2009-World Conference on Educational Multimedia, Hypermedia & Telecommunications, Honolulu, HI, USA, June 22-26, A. Bertoni, R. Folgieri and G. Valentini. Classification of DNA microarray data with Random Projection Ensembles of Polynomial SVMs. (Volume 193, 2009) In New Directions in Neural Networks - 18th Italian Workshop on Neural Networks: WIRN Edited by Bruno Apolloni, Simone Bassis, Maria Marinaro. ISBN

10 R. M. Alonso-Salces, R. Folgieri, J.M. Moreno-Rojas, M.V. Holland, F. Reniero, C. Guillou, K. Héberger. Multivariate analysis of NMR profiles of extra-virgin olive oils for the authentication of PDO olive oil. In: Conferentia Chemomerica 2007; Budapest, September 2-5, 2007/AA. VV. ; AA. VV. - Hungary: K. Heberger, ISBN p International BEAFOOD Conference. Budapest, G. Cimino-Reale, C. Diodovich, B. Casati, A. Collotta, R. Brustio, R. Folgieri, L. Gribaldo, E. Marafante. Clonogenicity and gene expression modulation in the bone marrow of mice chronically exposed to arsenic and atrazine. EEMS2005 Annual Meeting of the European Environmental Mutagen Society "Environment and human genetic disease - Causes, mechanisms and effects. Kos Island, Greece, 3-7 July E. Marafante, G. Cimino-Reale, B. Casati, R. Brustio, A. Collotta, R. Folgieri, and L. Clerici. The arsenic in mice as experimental model for risk modifiers. 1st International workshop on Modifiers of Chemical Toxicity: Implication for Human Health Risk Assessment. Poros, Greece, June 12-15, B. Casati, G. Cimino-Reale, R. Brustio, A. Collotta, R. Folgieri, L. Clerici and E. Marafante. Dietary proteins modulates the gene expression in mice chronically exposed to arsenate. 1st International workshop on Modifiers of Chemical Toxicity: Implication for Human Health Risk Assessment. Poros, Greece, June 12-15, 2005 G. Cimino-Reale, B. Casati, R. Brustio, A. Collotta, R. Folgieri, L. Clerici, and E. Marafante. Sex as a major determinant of gene expression in tissues of mice exposed to arsenate. 1st International workshop on Modifiers of Chemical Toxicity: Implication for Human Health Risk Assessment. Poros, Greece, June 12-15, 2005 R. Folgieri, B. Casati, G. Cimino-Reale, E. Marafante. Bioinformatics methods analysing gene expression data from complex chemical exposure. 1st International workshop on Modifiers of Chemical Toxicity: Implication for Human Health Risk Assessment. Poros, Greece, June 12-15, 2005 G. Valle, R. Folgieri. Standard and ontologies perspectives in building and planning learning future. In: Jeanne Schreurs and Rachel Moreau, EUROMEDIA'2004 (pp.23-27). ISBN , The European Technology Institute, ETI Bvba-8400 Ostend, Belgium G. Valle, R. Folgieri. Continuous Learning Relaxing Time & Location Constraints In a Regular Curricula Degree Offered by University of Milan (Volume 2004, issue 1) - In: Proceedings of World Conference on Educational Multimedia, Hypermedia and Telecommunications 2004 ; L. Cantoni & C. McLoughlin. - [s.l.]: Ed/ITLib Digital Library, Association for the Advancement of Computing in Education (AACE), p EDMEDIA, Lugano, Switzerland, 2004, ISBN: Papers on national Journals A. Banzi, R. Folgieri. Memoria implicita e alfabetizzazione visiva nel contesto museale. Effetti del priming percettivo e valutazione con eeg-based bci. Capitale Culturale, 2014, in press. A. Banzi, R. Folgieri, D. Grella. Scienze cognitive, digital storytelling e arte: un processo di crossfertilization. Nuove frontiere di ricerca, State of Mind,

11 Unpublished papers presented in conferences M. Bait, R. Folgieri, Constructing Italy's 'Real Virtuality': The Case of 5th Encuentros: Dialoguing Tourism, 2014 A. Banzi, R. Folgieri, D. Grella. Priming, A.I. e Digital Storytelling: un approccio di crossfertilization alla fruizione dell'arte. Convegno CIPESS, Centro Interuniversitario di Economia e Psicologia Sperimentali e Simulative, quinto convegno scientifico annuale, Torino, 7 novembre M. Bait, R. Folgieri, Augmented learning: an EEG artificial intelligence-based learning environment for English mobility experience. VIII convegno Innovazioni in metodologie e pratiche di apprendimento linguistico: Esperienze e proposte dei centri linguistici universitari, Foggia, M. Bait, R. Folgieri. The inclusive classroom:research in Linguistics and New technologies. 21st Century Skills: Digital Pedagogy for Teaching and Learning English, Milano, R. Folgieri, D. Marini. EEG recording and signal analysis in cognitive response elicitation. Convegno GIRPR, Pontignano (SI), R. Folgieri, Research and new technology supporting dyslexia. Convegno Teaching English to dyslexic children, Milano, R. Folgieri, D. Marini, D. Gadia, E. Calore, M. Zichella. The brain side of Information Technology: an exploration with low cost EEG devices. Trieste symposium on perception and cognition. Trieste, R. Folgieri, D. Marini, D. Gadia, E. Calore, M. Zichella. The brain side of Information Technology: an exploration with low cost EEG devices, CNR Pisa, R. Folgieri. Size Constancy in Visual Perception. Colorlab Workshop #4/2010, Gjovik, Norway, Novembre 2010 R. Folgieri, S. Rezzi, S. Masoum, C. Malabat, M. Jalali-Heravi, D. N. Rutledge, D. E. Axelson, K. Heberger, C. Mariani, F. Reniero, C. Guillou. Processing of NMR data of oils and fish oils samples for classification with SVM, ANN and Multivariate Analysis. BITS2007, Bioinformatic Italian Society, 2007 Conference, Aprile 2007, Napoli, Italy R. Folgieri, A. Bertoni, G. Valentini. An experimental comparison of Random Subspace and Random Projection Ensembles of Support Vector Machines for the classification of gene expression data. BITS2007, Bioinformatic Italian Society, 2007 Conference, Aprile 2007, Napoli, Italy F. Epifania, R. Folgieri. A distance learning environment linking university and secondary school didactic. International Workshop on Distance Education Technologies San Francisco Bay, CA, USA (September 6 ~ September 8, 2007) F. Epifania, R. Folgieri. E-learning for University and Secondary School students. International Conference ICL2007 Villach, Austria (September 2007) A. Bertoni, R. Folgieri, G. Valentini. Bio-molecular diagnosis through Random Subspace Ensembles of Learning Machines. CAPI 2006 Convegno Calcolo ad Alte Prestazioni "Biocomputing", Milano, 2006, Italy B. Casati, G. Cimino-Reale, A. Collotta, R. Brustio, R. Folgieri, L. Clerici and E. Marafante. Physiological and nutritional factors modulating the gene expression in the liver of mice 11

12 exposed transpacentary to arsenate. CASCADE Annual Meeting, Orvieto, Italy, January G. Cimino-Reale, C. Diodovich, B. Casati, A. Collotta, R. Brustio, R. Folgieri, L. Clerici, L. Gribaldo and E. Marafante. Combined in-utero and juvenile exposure of mice to arsenate and atrazine in drinking water modulates the gene expression and clonogenicity of myeloid progenitors in bone marrow. CASCADE Annual Meeting, Orvieto, Italy, January R. Folgieri and G. Valle. A model for quality assessment in e-learning services. ED-MEDIA World Conference on Educational Multimedia, Hypermedia & Telecommunications, Montreal, Canada, June 27-July 2, 2005 A. Bertoni, R. Folgieri, F. Ruffino, G. Valentini. Assessment of clusters reliability for high dimensional genomic data. In: BITS 2005 / AA. VV. - [s.l.]: Bioinformatics Italian Society, Bioinformatics Italian Society Meeting - BITS 2005, Milano, A. Bertoni, R. Folgieri and G. Valentini. Random subspace ensembles for the bio-molecular diagnosis of tumors. Fourth International Workshop on Network Tools and Application in Biology (NETTAB 2004), University of Camerino. Invited speaker R. Folgieri, Creativity and innovation to sustain the growth of a business, TEDxJnJ: L innovazione come ricetta per la crescita aziendale, Segrate (MI), M. Bait, R. Folgieri, The inclusive classroom:research in Linguistics and New technologies, 21st Century Skills: Digital Pedagogy for Teaching and Learning English, Milano, R. Folgieri, Research and new technology supporting dyslexia, Teaching English to dyslexic children, Milano R. Folgieri. Metodi basati su ensemble di learning machine per il supporto alla diagnostica biomedica. Seminario tenuto nel Dicembre 2005 nell ambito del progetto Salute Africa, corso elettivo La Scienza in piazza, Dipartimento di Genetica, Facoltà di Medicina, Università Statale di Milano. Textbooks R. Folgieri, Informatica Generale. Edizioni CUEM, Italia, ISBN , Italian version. R. Folgieri, Strumenti per l analisi di dati. Per le Scienze Economiche e per le Scienze Sociali. Italia, Gruppo editoriale l Espresso. Italian version. R. Folgieri, D. Iannizzi, Esercizi di Probabilità e Statistica. Italia, Gruppo editoriale l Espresso. Italian version. R. Folgieri, Principi di programmazione informatica. Italia, Gruppo editoriale l Espresso. Italian version. PhD thesis R. Folgieri, Ensembles based on Random Projection for gene expression data analysis. PhD Thesis. - Milano, (20. ciclo). 12

diagnosis through Random

diagnosis through Random Convegno Calcolo ad Alte Prestazioni "Biocomputing" Bio-molecular diagnosis through Random Subspace Ensembles of Learning Machines Alberto Bertoni, Raffaella Folgieri, Giorgio Valentini DSI Dipartimento

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