基本信息
浏览量:1
职业迁徙
个人简介
Research interests:
- General topics: statistical data analysis, machine learning, artificial intelligence.
- Details: dynamic system modeling, predictive modeling, multivariate time-series
segmentation, feature selection, clustering, classification, integrative analysis of large–scale
data, inference of regulation mechanisms, optimization, sequential decision making.
- Methodologies: time series segmentation, clustering, regularized regression, Bayesian net-
works and hidden Markov models, neural networks, partially observable Markov decision
process,genetic algorithms.
- Applications: situation assessment/activity recognition for aquatic drones, planning in
uncertain environments, intelligent battery management for aquatic drones, analysis and
time-series segmentation of immunological data, plant disease forecasting from sensor data,
predictive modeling of maize breeding performance, modeling and simulation of dynamical
metabolic systems, genomic sequence analysis/comparative genomics.
- General topics: statistical data analysis, machine learning, artificial intelligence.
- Details: dynamic system modeling, predictive modeling, multivariate time-series
segmentation, feature selection, clustering, classification, integrative analysis of large–scale
data, inference of regulation mechanisms, optimization, sequential decision making.
- Methodologies: time series segmentation, clustering, regularized regression, Bayesian net-
works and hidden Markov models, neural networks, partially observable Markov decision
process,genetic algorithms.
- Applications: situation assessment/activity recognition for aquatic drones, planning in
uncertain environments, intelligent battery management for aquatic drones, analysis and
time-series segmentation of immunological data, plant disease forecasting from sensor data,
predictive modeling of maize breeding performance, modeling and simulation of dynamical
metabolic systems, genomic sequence analysis/comparative genomics.
研究兴趣
论文共 66 篇作者统计合作学者相似作者
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Workshop on Knowledge Representation and Automated Reasoning (2023)
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ICML 2023pp.3732-3756, (2023)
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ARTIFICIAL INTELLIGENCE (2023): 103987-103987
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCEno. 12 (2023): 14131-14143
Federico Cunico,Luigi Capogrosso,Alberto Castellini,Francesco Setti,Patrik Pluchino,Filippo Zordan,Valeria Santus,Anna Spagnolli, Stefano Cordibella, Giambattista Gennari, Mauro Borgo,Alberto Sozza,
2023 DESIGN, AUTOMATION & TEST IN EUROPE CONFERENCE & EXHIBITION, DATEpp.1-4, (2023)
Ital-IApp.610-615, (2023)
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