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个人简介
The most relevant contributions and ongoing research:
i) a research program towards a new strategy for mining data through data language that turns out to be the shape language: Topological Field Theory of Data; [2015-16]
ii) an extension to n-body interactions of Parisi’s idiotypic network model to study the memory evolution of the human Immune System as a topological application of the S[B] paradigm; [2015]
iii) the S[B] machine is a new model of computation supporting data-driven evolution of the model. It’s characterized by two entangled levels of description, global and local: the environment, properly the semantic context where the computation takes place through a pool of interacting agents each of which behaves as a deterministic machine; [2014-16]
iv) An algebraic language for RNA structure comparison [2019], so as new bio-inspired formal methods such as BioAgent, SHAPE Calculus, BIOSHAPE, and Biological Oscillators synchronization language (BOSL), for modelling, simulating, and analysing autonomous agents represented as geometric shapes whose internal behavior allows them to interact, bind and move in a Euclidian space; [2010]
v) the construction of Hermes, an agent-based middleware for mobile computing [2005] at the basis of Orion an agent-based spatial simulator for MAS.
vi) the design and implementation of jHoles algorithm based on Holes, persistent homology, and clique weight rank homology, to study the connectivity features of complex networks. Applications on epidermal tumour diagnosis; [2014]
vii) Persistent Entropy, a new measure of complexity defined as a function of Betti barcodes strongly related to the topological structure of the data space and a methodology to construct a persistent entropy automaton from topological data analysis; [2015]
ix) a wide study on bone remodelling as a multiscale, multilevel system - based on Spatial P Systems, complex automata, and BioShape, by combining process algebraic and stochastic approaches and by modelling some pathologies such as osteomyelitis and osteoporosis; [2012]
x) a model of cell cycle viewed as a model reduction of a hybrid system that captures the crucial features of a dynamical system. The use of hybrid automata technology allows us to describe the cellular system by combining continuous behavior with discrete events; [2011]
xi) a new data model, Resourceome, that allows the managing of declarative and procedural knowledge with a unique model whose actions connect the use of a resource to its domain; [2005]
xii) the design and development of DISPAS, Demersal fish Stock Probabilistic Agent-based Simulator, to investigate and understand sustainability in the exploitation of fishery resources, by focusing on common sole (Solea solea) stock in the Northern Adriatic Sea; [2013]
xiii) a new heuristic method combines Tabu Search and Shifting Bottleneck and solves the optimization problem of job shop scheduling in a better time [2000].
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I'm married and a mother of two children, Costanza and Giovanni.
研究兴趣
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BMC Bioinform.no. Suppl 6 (2023): 1-25
Models, Languages, and Tools for Concurrent and Distributed Programmingpp.115-135, (2019)
Scientific Reportsno. 1 (2019)
CoRR (2019)
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Scientific Reportsno. 1 (2019): 1-3
Ubiquityno. July (2018): 1-13
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