Danilo Macciò - Publications, H-index & Citations

Danilo Macciò

consiglio nazionale delle ricerche (cnr)

13H指数

49论文数

403被引数

收录论文 20

发表时间

Leveraging small language models for model predictive control of dynamic systems 利用小型语言模型进行动态系统的模型预测控制

Neurocomputing

IF6.5

2026-05-08

OAAI

Massimo Caccia; Cristiano Cervellera; Danilo Macciò

Model predictive control of port-city scenarios based on traffic simulation and efficient sampling design 基于交通仿真和高效采样设计的港区-城市场景模型预测控制

Expert Systems with Applications

IF7.5

2025-07-03

OAAI

Cristiano Cervellera; Danilo Macciò

Binary Voronoi linear trees for the approximate solution of functional optimization problems 二元Voronoi线性树用于函数优化问题的近似求解

applied and computational mathematics

IF2.5

2025-02-15

OAAI

Cervellera, Cristiano; Maccio, Danilo

Model Predictive Control of Port-City Traffic Interactions Over Shared Urban Infrastructure

IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

IF3.9

2024-03-01

PREAI

Cervellera, Cristiano; Maccio, Danilo; Rebora, Francesco

Copula-based scenario generation for urban traffic models 基于Copula的城市交通模型场景生成

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2022-12-01

PREAI

Cervellera, Cristiano; Maccio, Danilo; Rebora, Francesco

Voronoi tree models for distribution-preserving sampling and generation

PATTERN RECOGNITION

IF7.6

2020-01-01

PREAI

Cervellera, Cristiano; Maccio, Danilo

An Improved Load Flow Method for MV Networks Based on LV Load Measurements and Estimations

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

IF5.9

2019-02-01

PREAI

Cataliotti, Antonio; Cervellera, Cristiano; Cosentino, Valentina; Di Cara, Dario; Gaggero, Mauro; Maccio, Danilo; Marsala, Giuseppe; Ragusa, Antonella; Tine, Giovanni

An Extreme Learning Machine Approach to Density Estimation Problems

IEEE TRANSACTIONS ON CYBERNETICS

IF10.5

2017-10-01

PREAI

Cervellera, Cristiano; Maccio, Danilo

A Novel Approach for Sampling in Approximate Dynamic Programming Based on F-Discrepancy

IEEE TRANSACTIONS ON CYBERNETICS

IF10.5

2017-10-01

PREAI

Cervellera, Cristiano; Maccio, Danilo

Distribution-Preserving Stratified Sampling for Learning Problems

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2017-01-01

PREAI

Cervellera, Cristiano; Maccio, Danilo

F-Discrepancy for Efficient Sampling in Approximate Dynamic Programming

IEEE TRANSACTIONS ON CYBERNETICS

IF10.5

2016-07-01

PREAI

Cervellera, Cristiano; Maccio, Danilo

Low-Discrepancy Points for Deterministic Assignment of Hidden Weights in Extreme Learning Machines

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2016-04-01

PREAI

Cervellera, Cristiano; Maccio, Danilo

Local linear regression for efficient data-driven control

KNOWLEDGE-BASED SYSTEMS

IF7.6

2016-04-01

PREAI

Maccio, Danilo

Local Linear Regression for Function Learning: An Analysis Based on Sample Discrepancy

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2014-11-01

PREAI

Cervellera, Cristiano; Maccio, Danilo

Low-discrepancy sampling for approximate dynamic programming with local approximators

COMPUTERS & OPERATIONS RESEARCH

IF4.3

2014-03-01

PREAI

Cervellera, C.; Gaggero, M.; Maccio, D.

Learning With Kernel Smoothing Models and Low-Discrepancy Sampling

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2013-03-01

PREAI

Cervellera, Cristiano; Maccio, Danilo

Local Models for data-driven learning of control policies for complex systems 用于复杂系统控制策略的数据驱动学习的本地模型

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2012-12-01

PREAI

Maccio, D.; Cervellera, C.

Efficient kernel models for learning and approximate minimization problems

NEUROCOMPUTING

IF6.5

2012-11-01

PREAI

Cervellera, C.; Gaggero, M.; Maccio, D.

A comparison of global and semi-local approximation in T-stage stochastic optimization

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

IF6

2011-01-01

PREAI

Cervellera, C.; Maccio, D.

Efficient global maximum likelihood estimation through kernel methods

NEURAL NETWORKS

IF6.3

2010-09-01

PREAI

Cervellera, Cristiano; Maccio, Danilo; Muselli, Marco

研究方向