Renato De Leone

Publication Activity (10 Years)

Years Active: 1984-2024
Publications (10 Years): 32

Top Topics

Top Venues

Appl. Math. Comput.

Publications

Maria Laura Santoni, Elena Raponi, Renato De Leone, Carola Doerr
Comparison of High-Dimensional Bayesian Optimization Algorithms on BBOB. ACM Trans. Evol. Learn. Optim. 4 (3) (2024)
Rudy Milani, Maximilian Moll, Renato De Leone
Detection of Important States through an Iterative Q-value Algorithm for Explainable Reinforcement Learning. HICSS (2024)
Xiao Jiang, Guangyu Wang, Limei Zhang, Xiaoming Xi, Renato De Leone, Lishan Qiao
Label-guided low-rank Approximation for functional brain network learning in identifying subcortical vascular cognitive impairment. Biomed. Signal Process. Control. 98 (2024)
Shuanghong Qu, Renato De Leone, Min Huang
Sparse Learning for Linear Twin Parameter-margin Support Vector Machine. CACML (2024)
Rong Zhao, Jun-e Feng, Biao Wang, Renato De Leone
Disturbance decoupling of Boolean networks via robust indistinguishability method. Appl. Math. Comput. 457 (2023)
Renato De Leone, Francesca Maggioni, Andrea Spinelli
A Multiclass Robust Twin Parametric Margin Support Vector Machine with an Application to Vehicles Emissions. LOD (2) (2023)
Maria Laura Santoni, Elena Raponi, Renato De Leone, Carola Doerr
Comparison of Bayesian Optimization Algorithms for BBOB Problems in Dimensions 10 and 60. GECCO Companion (2023)
Jianjun Wang, Renato De Leone, Shihua Fu, Jianwei Xia, Lishan Qiao
Stabilisation and set stabilisation of periodic switched Boolean control networks. Int. J. Control 96 (3) (2023)
Leonardo Mostarda, Alfredo Navarra, Renato De Leone
Optimal vs rotation heuristics in the role of cluster-head for routing in IoT constrained devices. Internet Things 22 (2023)
Maria Laura Santoni, Elena Raponi, Renato De Leone, Carola Doerr
Comparison of High-Dimensional Bayesian Optimization Algorithms on BBOB. CoRR (2023)
Renato De Leone, Francesca Maggioni, Andrea Spinelli
Robust Twin Parametric Margin Support Vector Machine for Multiclass Classification. CoRR (2023)
Rudy Milani, Maximilian Moll, Renato De Leone, Stefan Pickl
A Bayesian Network Approach to Explainable Reinforcement Learning with Distal Information. Sensors 23 (4) (2023)
Xiao Jiang, Lishan Qiao, Renato De Leone, Dinggang Shen
Joint selection of brain network nodes and edges for MCI identification. Comput. Methods Programs Biomed. 225 (2022)
Jia Chen, Chunjie Wang, Renato De Leone
A Model Based on Survival-based Credit Risk Assessment System of SMEs. ICCMS (2022)
Ping Wang, Renato De Leone, Hongyan Sang
Improved Migrating Birds Optimization Algorithm to Solve Hybrid Flowshop Scheduling Problem with Lot-Streaming of Random Breakdown. LOD (2021)
Jianjun Wang, Renato De Leone, Shihua Fu, Jianwei Xia, Lishan Qiao
Event-triggered control design for networked evolutionary games with time invariant delay in strategies. Int. J. Syst. Sci. 52 (3) (2021)
Jianjun Wang, Renato De Leone, Shihua Fu, Jianwei Xia
Input-output decoupling for mix-valued logical control networks via the semi-tensor product method. Int. J. Control 94 (9) (2021)
Renato De Leone, Nadaniela Egidi, Lorella Fatone
The use of grossone in elastic net regularization and sparse support vector machines. Soft Comput. 24 (23) (2020)
Renato De Leone, Leonardo Mostarda
Optimal Cluster Head Rotation for Heterogeneous WSNs. AINA Workshops (2020)
Elisa Marcelli, Renato De Leone
Multi-kernel Covariance Terms in Multi-output Support Vector Machines. LOD (2) (2020)
Renato De Leone, Giovanni Fasano, Massimo Roma, Yaroslav D. Sergeyev
Iterative Grossone-Based Computation of Negative Curvature Directions in Large-Scale Optimization. J. Optim. Theory Appl. 186 (2) (2020)
Alessio Mancini, Leonardo Vito, Elisa Marcelli, Marco Piangerelli, Renato De Leone, Sandra Pucciarelli, Emanuela Merelli
Machine learning models predicting multidrug resistant urinary tract infections using "DsaaS". BMC Bioinform. (10) (2020)
Renato De Leone, Yaroslav D. Sergeyev, Gerardo Toraldo
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. Soft Comput. 24 (23) (2020)
Vito Walter Anelli, Renato De Leone, Tommaso Di Noia, Thomas Lukasiewicz, Jessica Rosati
Combining RDF and SPARQL with CP-theories to reason about preferences in a Linked Data setting. Semantic Web 11 (3) (2020)
Marco Piangerelli, Giacomo Rocchetti, Alessandro Liscio, Renato De Leone
BinarySDG: binary sensor data generation with R. CoRR (2019)
Petar Ristoski, Jessica Rosati, Tommaso Di Noia, Renato De Leone, Heiko Paulheim
RDF2Vec: RDF graph embeddings and their applications. Semantic Web 10 (4) (2019)
Renato De Leone, Giovanni Fasano, Yaroslav D. Sergeyev
Planar methods and grossone for the Conjugate Gradient breakdown in nonlinear programming. Comput. Optim. Appl. 71 (1) (2018)
Renato De Leone
Nonlinear programming and Grossone: Quadratic Programing and the role of Constraint Qualifications. Appl. Math. Comput. 318 (2018)
Renato De Leone, Yaroslav D. Sergeyev, Anatoly Zhigljavsky
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. J. Glob. Optim. 71 (1) (2018)
Renato De Leone, Giovanni Fasano, Massimo Roma, Yaroslav D. Sergeyev
How Grossone Can Be Helpful to Iteratively Compute Negative Curvature Directions. LION (2018)
Renato De Leone, A. Giovannelli, M. Pietrini
Optimization of power production and costs in microgrids. Optim. Lett. 11 (3) (2017)
Jessica Rosati, Petar Ristoski, Tommaso Di Noia, Renato De Leone, Heiko Paulheim
RDF Graph Embeddings for Content-based Recommender Systems. CBRecSys@RecSys (2016)
Renato De Leone, Dmitri E. Kvasov, Yaroslav D. Sergeyev
Guest editors' foreword to the special issue devoted to the international conference "Numerical computations: Theory and Algorithms" June 17-23, 2013, Falerna, Italy. Appl. Math. Comput. 255 (2015)
Jessica Rosati, Tommaso Di Noia, Thomas Lukasiewicz, Renato De Leone, Andrea Maurino
Preference Queries with Ceteris Paribus Semantics for Linked Data. OTM Conferences (2015)
Ulrich Faigle, Erik Kropat, Renato De Leone, Silja Meyer-Nieberg, Stefan Pickl
Preface. Discret. Appl. Math. 192 (2015)
Renato De Leone, Valentina Minnetti
Electre Tri-Machine Learning Approach to the Record Linkage Problem. CoRR (2015)
Renato De Leone, M. Pietrini, A. Giovannelli
Photovoltaic energy production forecast using support vector regression. Neural Comput. Appl. 26 (8) (2015)
Sonia De Cosmis, Renato De Leone, Erik Kropat, Silja Meyer-Nieberg, Stefan Pickl
Electric load forecasting using support vector machines for robust regression. SpringSim (EAIA) (2013)
Marco Pellegrini, Renato De Leone, Pierluigi Maponi, Maurizio Ferretti
Reducing Power Consumption in Hydrometric Level Sensor Networks using Support Vector Machines. PECCS (2013)
Renato De Leone, Yaroslav D. Sergeyev, Anatoly A. Zhigljavsky
Foreword: Special issue INFINITY 2010. Appl. Math. Comput. 218 (16) (2012)
Marco Pellegrini, Renato De Leone, Pierluigi Maponi
Adaptive Sampling for Embedded Software Systems Using SVM: Application to Water Level Sensors. CTW (2012)
Sonia De Cosmis, Renato De Leone
Support Vector Machines for Robust Regression. CTW (2012)
Sonia De Cosmis, Renato De Leone
The use of grossone in Mathematical Programming and Operations Research. Appl. Math. Comput. 218 (16) (2012)
Sonia De Cosmis, Renato De Leone, Erik Kropat, Silja Meyer-Nieberg, Stefan Pickl, Jessica Rosati
Electric Load Forecasting: An Experimental Comparison. CTW (2012)
Renato De Leone, Paola Festa, Emilia Marchitto
A Bus Driver Scheduling Problem: a new mathematical model and a GRASP approximate solution. J. Heuristics 17 (4) (2011)
Renato De Leone, Paola Festa, Emilia Marchitto
Solving a bus driver scheduling problem with randomized multistart heuristics. Int. Trans. Oper. Res. 18 (6) (2011)
Renato De Leone
Support Vector Regression for Time Series Analysis. OR (2010)
Renato De Leone, C. Lazzari
Error bounds for support vector machines with application to the identification of active constraints. Optim. Methods Softw. 25 (2) (2010)
Rosario Capparuccia, Renato De Leone, Emilia Marchitto
Integrating support vector machines and neural networks. Neural Networks 20 (5) (2007)
Gionatan D'Annibale, Renato De Leone, Paola Festa, Emilia Marchitto
A new meta-heuristic for the Bus Driver Scheduling Problem: GRASP combined with Rollout. CISched (2007)
Renato De Leone
Parallel algorithm for support vector machines training and quadratic optimization problems. Optim. Methods Softw. 20 (2-3) (2005)
Renato De Leone, Daniele Pretolani
Auction Algorithms for Shortest Hyperpath Problems. SIAM J. Optim. 11 (1) (2000)
Renato De Leone, Robert R. Meyer, Armand Zakarian
A Partitioned ∈-Relaxation Algorithm for Separable Convex Network Flow Problems. Comput. Optim. Appl. 12 (1-3) (1999)
Renato De Leone, Rosario Capparuccia, Emanuela Merelli
A successive overrelaxation backpropagation algorithm for neural-network training. IEEE Trans. Neural Networks 9 (3) (1998)
Sherif Sherif, Bahaa E. A. Saleh, Renato De Leone
Binary image synthesis using mixed linear integer programming. IEEE Trans. Image Process. 4 (9) (1995)
Renato De Leone, Robert R. Meyer, Spyridon Kontogiorgis, Armand Zakarian, Golbon Zakeri
Coordination in Coarse-Grained Decomposition. SIAM J. Optim. 4 (4) (1994)
Minjoong Rim, Ashutosh Mujumdar, Rajiv Jain, Renato De Leone
Optimal and heuristic algorithms for solving the binding problem. IEEE Trans. Very Large Scale Integr. Syst. 2 (2) (1994)
Ashutosh Mujumdar, Minjoong Rim, Rajiv Jain, Renato De Leone
BINET: An Algorithm for Solving the Binding Problem. VLSI Design (1994)
Renato De Leone, M. A. Tork Roth
Massively parallel solution of quadratic programs via successive overrelaxation. Concurr. Pract. Exp. 5 (8) (1993)
Renato De Leone, Manlio Gaudioso, Maria Flavia Monaco
Nonsmooth optimization methods for parallel decomposition of multicommodity flow problems. Ann. Oper. Res. 44 (3) (1993)
B. Narendran, Renato De Leone, Prasoon Tiwari
An Implementation of the epsilon-Relaxation Algorithm on the CM-5. SPAA (1993)
Minjoong Rim, Rajiv Jain, Renato De Leone
Optimal Allocation and Binding in High-Level Synthesis. DAC (1992)
Renato De Leone, Terence T.-H. Ow
Parallel Implementation of Lemke's Algorithm on the Hypercube. INFORMS J. Comput. 3 (1) (1991)
Renato De Leone, Olvi L. Mangasarian
Asynchronous parallel successive overrelaxation for the symmetric linear complementarity problem. Math. Program. 42 (1-3) (1988)
Renato De Leone, Manlio Gaudioso, Luigi Grippo
Stopping criteria for linesearch methods without derivatives. Math. Program. 30 (3) (1984)