Concepedia

Andrea Manno

AM

11

Publications

179

Citations

10

H-Index

2015

Active since

Affiliations

Politecnico di Milano(Current)

University of L'Aquila

Sapienza University of Rome

École Polytechnique Fédérale de Lausanne

University of Florence

Andrea Manno is an author at Politecnico di Milano specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningData SciencePattern RecognitionDeep LearningSupervised LearningComputer EngineeringMathematical ProgrammingGeography

Publications per year

2015–2024

11

Publications

11

Decomposition Techniques for Multilayer Perceptron Training

Luigi Grippo, Andrea Manno, Marco Sciandrone · IEEE Transactions on Neural Networks and Learning Systems · 2015 · 39 citations

Model Optimization, Engineering, Machine Learning +14

A Shallow Neural Network Approach for the Short-Term Forecast of Hourly Energy Consumption

Andrea Manno, Emanuele Martelli, E. Amaldi · Energies · 2022 · 24 citations · Full text

Benchmark Forecasting, Forecasting Methodology, Engineering +17

Classification of tumor types using XGBoost machine learning model: a vector space transformation of genomic alterations

Veronica Zelli, Andrea Manno, Chiara Compagnoni et al. · Journal of Translational Medicine · 2023 · 23 citations · Full text

A local search method for costly black-box problems and its application to CSP plant start-up optimization refinement

Andrea Manno, E. Amaldi, Francesco Casella et al. · Optimization and Engineering · 2020 · 14 citations

Mathematical Programming, Large-scale Global Optimization, Engineering +12

KEY-COST DRIVERS SELECTION IN LOCAL PUBLIC BUS TRANSPORT SERVICES THROUGH MACHINE LEARNING

Alessandro Avenali, Giuseppe Catalano, Tiziana D’Alfonso et al. · WIT transactions on the built environment · 2017 · 12 citations · Full text

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