Renato De Leone

According to our database, Renato De Leone authored at least 65 papers between 1984 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Comparison of High-Dimensional Bayesian Optimization Algorithms on BBOB.

Maria Laura Santoni, Elena Raponi, Renato De Leone, Carola Doerr

ACM Trans. Evol. Learn. Optim., September, 2024

Label-guided low-rank Approximation for functional brain network learning in identifying subcortical vascular cognitive impairment.

Xiao Jiang, Guangyu Wang, Limei Zhang, Xiaoming Xi, Renato De Leone, Lishan Qiao

Biomed. Signal Process. Control., 2024

Detection of Important States through an Iterative Q-value Algorithm for Explainable Reinforcement Learning.

Rudy Milani, Maximilian Moll, Renato De Leone

Proceedings of the 57th Hawaii International Conference on System Sciences, 2024

Sparse Learning for Linear Twin Parameter-margin Support Vector Machine.

Shuanghong Qu, Renato De Leone, Min Huang

Proceedings of the 2024 3rd Asia Conference on Algorithms, Computing and Machine Learning, 2024

2023

Disturbance decoupling of Boolean networks via robust indistinguishability method.

Rong Zhao, Jun-e Feng, Biao Wang, Renato De Leone

Appl. Math. Comput., November, 2023

Optimal vs rotation heuristics in the role of cluster-head for routing in IoT constrained devices.

Leonardo Mostarda, Alfredo Navarra, Renato De Leone

Internet Things, July, 2023

Stabilisation and set stabilisation of periodic switched Boolean control networks.

Jianjun Wang, Renato De Leone, Shihua Fu, Jianwei Xia, Lishan Qiao

Int. J. Control, March, 2023

A Bayesian Network Approach to Explainable Reinforcement Learning with Distal Information.

Rudy Milani, Maximilian Moll, Renato De Leone, Stefan Pickl

Sensors, February, 2023

Robust Twin Parametric Margin Support Vector Machine for Multiclass Classification.

Renato De Leone, Francesca Maggioni, Andrea Spinelli

CoRR, 2023

A Multiclass Robust Twin Parametric Margin Support Vector Machine with an Application to Vehicles Emissions.

Renato De Leone, Francesca Maggioni, Andrea Spinelli

Proceedings of the Machine Learning, Optimization, and Data Science, 2023

Comparison of Bayesian Optimization Algorithms for BBOB Problems in Dimensions 10 and 60.

Maria Laura Santoni, Elena Raponi, Renato De Leone, Carola Doerr

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

2022

Joint selection of brain network nodes and edges for MCI identification.

Xiao Jiang, Lishan Qiao, Renato De Leone, Dinggang Shen

Comput. Methods Programs Biomed., 2022

A Model Based on Survival-based Credit Risk Assessment System of SMEs.

Jia Chen, Chunjie Wang, Renato De Leone

Proceedings of the ICCMS 2022: The 14th International Conference on Computer Modeling and Simulation, Chongqing, China, June 24, 2022

2021

Event-triggered control design for networked evolutionary games with time invariant delay in strategies.

Jianjun Wang, Renato De Leone, Shihua Fu, Jianwei Xia, Lishan Qiao

Int. J. Syst. Sci., 2021

Input-output decoupling for mix-valued logical control networks via the semi-tensor product method.

Jianjun Wang, Renato De Leone, Shihua Fu, Jianwei Xia

Int. J. Control, 2021

Improved Migrating Birds Optimization Algorithm to Solve Hybrid Flowshop Scheduling Problem with Lot-Streaming of Random Breakdown.

Ping Wang, Renato De Leone, Hongyan Sang

Proceedings of the Machine Learning, Optimization, and Data Science, 2021

2020

To the special issue dedicated to the 3rd international conference "Numerical Computations: Theory and Algorithms - NUMTA 2019" June 15-21, 2019, Isola Capo Rizzuto, Italy.

Renato De Leone, Yaroslav D. Sergeyev, Gerardo Toraldo

Soft Comput., 2020

The use of grossone in elastic net regularization and sparse support vector machines.

Renato De Leone, Nadaniela Egidi, Lorella Fatone

Soft Comput., 2020

Combining RDF and SPARQL with CP-theories to reason about preferences in a Linked Data setting.

Vito Walter Anelli, Renato De Leone, Tommaso Di Noia, Thomas Lukasiewicz, Jessica Rosati

Semantic Web, 2020

Iterative Grossone-Based Computation of Negative Curvature Directions in Large-Scale Optimization.

Renato De Leone, Giovanni Fasano, Massimo Roma, Yaroslav D. Sergeyev

J. Optim. Theory Appl., 2020

Machine learning models predicting multidrug resistant urinary tract infections using "DsaaS".

Alessio Mancini, Leonardo Vito, Elisa Marcelli, Marco Piangerelli, Renato De Leone, Sandra Pucciarelli, Emanuela Merelli

BMC Bioinform., 2020

Multi-kernel Covariance Terms in Multi-output Support Vector Machines.

Elisa Marcelli, Renato De Leone

Proceedings of the Machine Learning, Optimization, and Data Science, 2020

Optimal Cluster Head Rotation for Heterogeneous WSNs.

Renato De Leone, Leonardo Mostarda

Proceedings of the Web, Artificial Intelligence and Network Applications, 2020

2019

RDF2Vec: RDF graph embeddings and their applications.

Petar Ristoski, Jessica Rosati, Tommaso Di Noia, Renato De Leone, Heiko Paulheim

Semantic Web, 2019

BinarySDG: binary sensor data generation with R.

Marco Piangerelli, Giacomo Rocchetti, Alessandro Liscio, Renato De Leone

CoRR, 2019

2018

Guest editors' preface to the special issue devoted to the 2nd International Conference "Numerical Computations: Theory and Algorithms", June 19-25, 2016, Pizzo Calabro, Italy.

Renato De Leone, Yaroslav D. Sergeyev, Anatoly Zhigljavsky

J. Glob. Optim., 2018

Planar methods and grossone for the Conjugate Gradient breakdown in nonlinear programming.

Renato De Leone, Giovanni Fasano, Yaroslav D. Sergeyev

Comput. Optim. Appl., 2018

Nonlinear programming and Grossone: Quadratic Programing and the role of Constraint Qualifications.

Renato De Leone

Appl. Math. Comput., 2018

How Grossone Can Be Helpful to Iteratively Compute Negative Curvature Directions.

Renato De Leone, Giovanni Fasano, Massimo Roma, Yaroslav D. Sergeyev

Proceedings of the Learning and Intelligent Optimization - 12th International Conference, 2018

2017

Optimization of power production and costs in microgrids.

Renato De Leone, A. Giovannelli, M. Pietrini

Optim. Lett., 2017

2016

RDF Graph Embeddings for Content-based Recommender Systems.

Jessica Rosati, Petar Ristoski, Tommaso Di Noia, Renato De Leone, Heiko Paulheim

Proceedings of the 3rd Workshop on New Trends in Content-Based Recommender Systems co-located with ACM Conference on Recommender Systems (RecSys 2016), 2016

2015

Photovoltaic energy production forecast using support vector regression.

Renato De Leone, M. Pietrini, A. Giovannelli

Neural Comput. Appl., 2015

Preface.

Ulrich Faigle, Erik Kropat, Renato De Leone, Silja Meyer-Nieberg, Stefan Pickl

Discret. Appl. Math., 2015

Electre Tri-Machine Learning Approach to the Record Linkage Problem.

Renato De Leone, Valentina Minnetti

CoRR, 2015

Guest editors' foreword to the special issue devoted to the international conference "Numerical computations: Theory and Algorithms" June 17-23, 2013, Falerna, Italy.

Renato De Leone, Dmitri E. Kvasov, Yaroslav D. Sergeyev

Appl. Math. Comput., 2015

Preference Queries with Ceteris Paribus Semantics for Linked Data.

Jessica Rosati, Tommaso Di Noia, Thomas Lukasiewicz, Renato De Leone, Andrea Maurino

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2015 Conferences, 2015

2013

Electric load forecasting using support vector machines for robust regression.

Sonia De Cosmis, Renato De Leone, Erik Kropat, Silja Meyer-Nieberg, Stefan Pickl

Proceedings of the Emerging M&S Applications in Industry & Academia / Modeling and Humanities Symposium, 2013

Reducing Power Consumption in Hydrometric Level Sensor Networks using Support Vector Machines.

Marco Pellegrini, Renato De Leone, Pierluigi Maponi, Maurizio Ferretti

Proceedings of the PECCS 2013, 2013

2012

Foreword: Special issue INFINITY 2010.

Renato De Leone, Yaroslav D. Sergeyev, Anatoly A. Zhigljavsky

Appl. Math. Comput., 2012

The use of grossone in Mathematical Programming and Operations Research.

Sonia De Cosmis, Renato De Leone

Appl. Math. Comput., 2012

Adaptive Sampling for Embedded Software Systems Using SVM: Application to Water Level Sensors.

Marco Pellegrini, Renato De Leone, Pierluigi Maponi

Proceedings of the 11th Cologne-Twente Workshop on Graphs and Combinatorial Optimization, 2012

Electric Load Forecasting: An Experimental Comparison.

Sonia De Cosmis, Renato De Leone, Erik Kropat, Silja Meyer-Nieberg, Stefan Pickl, Jessica Rosati

Proceedings of the 11th Cologne-Twente Workshop on Graphs and Combinatorial Optimization, 2012

Support Vector Machines for Robust Regression.

Sonia De Cosmis, Renato De Leone

Proceedings of the 11th Cologne-Twente Workshop on Graphs and Combinatorial Optimization, 2012

2011

Solving a bus driver scheduling problem with randomized multistart heuristics.

Renato De Leone, Paola Festa, Emilia Marchitto

Int. Trans. Oper. Res., 2011

A Bus Driver Scheduling Problem: a new mathematical model and a GRASP approximate solution.

Renato De Leone, Paola Festa, Emilia Marchitto

J. Heuristics, 2011

2010

Error bounds for support vector machines with application to the identification of active constraints.

Renato De Leone, C. Lazzari

Optim. Methods Softw., 2010

Support Vector Regression for Time Series Analysis.

Renato De Leone

Proceedings of the Operations Research Proceedings 2010, 2010

2009

Data Envelopment Analysis.

Renato De Leone

Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

2007

Integrating support vector machines and neural networks.

Rosario Capparuccia, Renato De Leone, Emilia Marchitto

Neural Networks, 2007

A new meta-heuristic for the Bus Driver Scheduling Problem: GRASP combined with Rollout.

Gionatan D'Annibale, Renato De Leone, Paola Festa, Emilia Marchitto

Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Scheduling, 2007

2005

Parallel algorithm for support vector machines training and quadratic optimization problems.

Renato De Leone

Optim. Methods Softw., 2005

2000

Auction Algorithms for Shortest Hyperpath Problems.

Renato De Leone, Daniele Pretolani

SIAM J. Optim., 2000

1999

A Partitioned ∈-Relaxation Algorithm for Separable Convex Network Flow Problems.

Renato De Leone, Robert R. Meyer, Armand Zakarian

Comput. Optim. Appl., 1999

1998

A successive overrelaxation backpropagation algorithm for neural-network training.

Renato De Leone, Rosario Capparuccia, Emanuela Merelli

IEEE Trans. Neural Networks, 1998

1995

Binary image synthesis using mixed linear integer programming.

Sherif Sherif, Bahaa E. A. Saleh, Renato De Leone

IEEE Trans. Image Process., 1995

1994

Optimal and heuristic algorithms for solving the binding problem.

Minjoong Rim, Ashutosh Mujumdar, Rajiv Jain, Renato De Leone

IEEE Trans. Very Large Scale Integr. Syst., 1994

Coordination in Coarse-Grained Decomposition.

Renato De Leone, Robert R. Meyer, Spyridon Kontogiorgis, Armand Zakarian, Golbon Zakeri

SIAM J. Optim., 1994

BINET: An Algorithm for Solving the Binding Problem.

Ashutosh Mujumdar, Minjoong Rim, Rajiv Jain, Renato De Leone

Proceedings of the Seventh International Conference on VLSI Design, 1994

1993

Massively parallel solution of quadratic programs via successive overrelaxation.

Renato De Leone, M. A. Tork Roth

Concurr. Pract. Exp., 1993

Nonsmooth optimization methods for parallel decomposition of multicommodity flow problems.

Renato De Leone, Manlio Gaudioso, Maria Flavia Monaco

Ann. Oper. Res., 1993

An Implementation of the epsilon-Relaxation Algorithm on the CM-5.

B. Narendran, Renato De Leone, Prasoon Tiwari

Proceedings of the 5th Annual ACM Symposium on Parallel Algorithms and Architectures, 1993

1992

Optimal Allocation and Binding in High-Level Synthesis.

Minjoong Rim, Rajiv Jain, Renato De Leone

Proceedings of the 29th Design Automation Conference, 1992

1991

Parallel Implementation of Lemke's Algorithm on the Hypercube.

Renato De Leone, Terence T.-H. Ow

INFORMS J. Comput., 1991

1988

Asynchronous parallel successive overrelaxation for the symmetric linear complementarity problem.

Renato De Leone, Olvi L. Mangasarian

Math. Program., 1988

1984

Stopping criteria for linesearch methods without derivatives.

Renato De Leone, Manlio Gaudioso, Luigi Grippo

Math. Program., 1984