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Davide La Torre

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Qualifications: PhD, in Computational Mathematics and Operations Research, Department of Mathematics

Areas of Expertise

Mathematics MATLAB, Maple, C, Python, Lingo, AMPL, COMSOL.

Research Interest

Applied mathematics Artificial intelligence Machine learning Mathematical Imaging Mathematical Medicine Mathematical Modeling Multiple Objective Optimization Optimal Control and Operations Research

The emerging role of Artificial Intelligence in proton therapy: A review
https://www.sciencedirect.com/science/article/abs/pii/S1040842824002282

Quantification of Non-stationary Power Quality Events: A New Index Based on -norm of Energy
https://ieeexplore.ieee.org/document/10735231

An extended Daugman’s algorithm for iris with eye pathology recognition
https://www.sciencedirect.com/science/article/abs/pii/S0957417424010261

Solving direct and inverse problems for Fredholm-type integro-differential equations with application to pollution diffusion modeling
https://www.sciencedirect.com/science/article/pii/S0378475424001472?via%3Dihub

Artificial Intelligence and Beyond for Finance
https://books.google.tn/books?hl=en&lr=&id=k5MhEQAAQBAJ&oi=fnd&pg=PR5&dq=info:KOiCzmQsghcJ:scholar.google.com&ots=nuWtZvJ8Ak&sig=TWkBdLvZYQgh3liT50CqKso6dnY&redir_esc=y#v=onepage&q&f=false

Enhancing deep learning algorithm accuracy and stability using multicriteria optimization: an application to distributed learning with MNIST digits
https://link.springer.com/article/10.1007/s10479-022-04833-x#citeas

Artificial intelligence applications to genomic data in cancer research: a review of recent trends and emerging areas
https://link.springer.com/article/10.1007/s44257-024-00017-y

A comparative cost assessment of coalescing epidemic control strategies in heterogeneous social-contact networks
https://www.sciencedirect.com/science/article/abs/pii/S0305054824001527

Transboundary pollution control under evolving social norms: a mean-field approach
https://link.springer.com/article/10.1007/s10203-024-00459-9

Multi-agent dynamic financial portfolio management: a differential game approach

Balancing mitigation policies during pandemics: economic, health, and environmental implications
https://link.springer.com/article/10.1007/s10479-024-06083-5

Combining convolution neural networks with long-short term memory layers to predict Parkinson's disease progression
https://onlinelibrary.wiley.com/doi/abs/10.1111/itor.13469

A multi-criteria approach to evolve sparse neural architectures for stock market forecasting
https://link.springer.com/article/10.1007/s10479-023-05715-6

Competing control scenarios in probabilistic SIR epidemics on social-contact networks
https://link.springer.com/article/10.1007/s10479-022-05031-5

Can we predict pathology without surgery? Weighing the added value of multiparametric MRI and whole prostate radiomics in integrative machine learning models
https://link.springer.com/article/10.1007/s00330-024-10699-3

Artificial Intelligence for Medicine: An Applied Reference for Methods and Applications
https://books.google.tn/books?hl=en&lr=&id=sbLWEAAAQBAJ&oi=fnd&pg=PP1&dq=info:26_cTX42EqgJ:scholar.google.com&ots=Mt_pWXeFut&sig=6UqMeT8CrrLmQ6h1-mirEG6PTf0&redir_esc=y#v=onepage&q&f=false

Modeling portfolio efficiency using stochastic optimization with incomplete information and partial uncertainty
https://link.springer.com/article/10.1007/s10479-021-04372-x

Reinforcement learning applications in environmental sustainability: a review
https://link.springer.com/article/10.1007/s10462-024-10706-5

Explainable and interpretable artificial intelligence in medicine: a systematic bibliometric review
https://link.springer.com/article/10.1007/s44163-024-00114-7

Stochastic disease spreading and containment policies under state-dependent probabilities
https://link.springer.com/article/10.1007/s00199-023-01496-y

A Time-Space Integro-Differential Economic Model of Epidemic Control
https://link.springer.com/article/10.1007/s00199-023-01506-z

Epidemic outbreaks and the optimal lockdown area: a spatial normative approach
https://link.springer.com/article/10.1007/s00199-023-01517-w

Italian Physicians' Trust Towards Artificial Intelligence: a Multicentric Cross-Sectional Study
https://ieeexplore.ieee.org/abstract/document/10459557/authors#authors

A Synthetic Dataset for Deep Learning Recognition of Pathological Iris Affected by Coloboma
https://ieeexplore.ieee.org/abstract/document/10459367

Automatic Lymphocyte Detection on Breast Cancer Histological Images Using Deep Learning
https://ieeexplore.ieee.org/abstract/document/10459493

The impact of the psychological effect of infectivity on Nash-balanced control strategies for epidemic networks
https://link.springer.com/article/10.1007/s10479-023-05781-w

Global research trends of Artificial Intelligence and Machine Learning applied in medicine: A bibliometric analysis
https://www.sciencedirect.com/science/article/abs/pii/B9780443136719000041

AI/ML and drug repurposing in lung cancer: State of the art and potential roles for retinoids
https://www.sciencedirect.com/science/article/abs/pii/B9780443136719000107

Multi-omics integrative modelling for stereotactic body radiotherapy in early-stage non-small cell lung cancer: clinical trial protocol of the MONDRIAN study
https://link.springer.com/article/10.1186/s12885-023-11701-9#citeas

Robust generalized Merton-type financial portfolio models with generalized utility
https://link.springer.com/article/10.1007/s10479-021-04051-x

Co-evolution of neural architectures and features for stock market forecasting: A multi-objective decision perspective
https://www.sciencedirect.com/science/article/abs/pii/S0167923623000908

A dynamic approach to supply chain reconfiguration and ripple effect analysis in an epidemic
https://www.sciencedirect.com/science/article/pii/S0925527323001676

Solving inverse problems for mixed-variational equations on perforated domains
https://link.springer.com/article/10.1007/s40314-023-02434-3

Engineering Mathematics and Artificial Intelligence: Foundations, Methods, and Applications
https://books.google.tn/books?hl=en&lr=&id=0wnHEAAAQBAJ&oi=fnd&pg=PP1&dq=info:cJEPGwGBNroJ:scholar.google.com&ots=wIbhOryigh&sig=zkKJGvFvOLMaTDZ_ycCW8hQpMQo&redir_esc=y#v=onepage&q&f=false

Impact of Artificial Intelligence in Business and Society: Opportunities and Challenges

A Generalized Multiple Criteria Data-Fitting Model With Sparsity and Entropy With Application to Growth Forecasting
https://ieeexplore.ieee.org/abstract/document/9451197

Modelling ripple effect propagation and global supply chain workforce productivity impacts in pandemic disruptions
https://www.tandfonline.com/doi/abs/10.1080/00207543.2022.2126021

The Artificial Face (ART-F) Project: Addressing the Problem of Interpretability, Interface, and Trust in Artificial Intelligence

Production Optimisation in a Pandemic Context
https://www.tandfonline.com/doi/abs/10.1080/00207543.2022.2044535

Impact of Artificial Intelligence in Business and Society
https://ricerca.uniparthenope.it/handle/11367/120925

Stochastic Optimal Growth Through State-dependent Probabilities

Artificial intelligence and machine learning: Definitions and applications
https://www.taylorfrancis.com/chapters/edit/10.4324/9781003304616-3/artificial-intelligence-machine-learning-cinzia-colapinto-riadh-ksantini-davide-la-torre-hatem-masri-marco-repetto

Preface to the Special Issue on Multidimensional Finance, Insurance, and Investment
https://onlinelibrary.wiley.com/doi/10.1111/itor.13281

High-performance prediction models for prostate cancer radiomics
https://www.sciencedirect.com/science/article/pii/S2352914823000035

Breast cancer detection and prediction using federated multicriteria machine learning
https://ieeexplore.ieee.org/abstract/document/10057227

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