Publications

Publications

2017


Burlando. A. and Canidio, A.

Does Group Inclusion Hurt Financial Inclusion? Evidence from Ultra-Poor Members of Ugandan Savings Groups,

(2017) Journal of Development Economics, 128. pp 24-48.


Canidio, A.

The Technological Determinants of Long-Run Inequality

(2017) Journal of Public Economic Theory, in press.


Del Prete, D., Giovannetti G. and Marvasi E.

Global value chains participation and productivity gains for North African firms

(2017). Review of World Economics, 153: 675.


Del Prete, D., Giovannetti G. and Marvasi E.

Global value chains: New evidence for North Africa

(2017). International Economics, doi: 10.1016/j.inteco.2017.03.002


Del Prete, D. and Rungi, A.

Organizing the Global Value Chain: A firm-level test

(2017) Journal of International Economics, 109. pp. 16-30.


Morrison, G. and Buldyrev, S. V. and Imbruno, M. and Doria Arrieta, O. A. and Rungi, A. and Riccaboni, M. and Pammolli, F.

On Economic Complexity and the Fitness of Nations

(2017) Scientific Reports, 7 (1). pp. 1-11.


Bee, M., Riccaboni, M., Schiavo, S.

Where Gibrat meets Zipf: Scale and scope of French firms

(2017) Physica A: Statistical Mechanics and its Applications, 481, pp. 265-275.


Bee, M., Riccaboni, M., Trapin, L.

An extreme value analysis of the last century crises across industries in the U.S. economy

(2017) Journal of Economic Dynamics and Control, 81, pp. 65-78.


Morrison, G., Riccaboni, M., Pammolli, F.

Disambiguation of patent inventors and assignees using high-resolution geolocation data

(2017) Scientific Data, 4, art. no. 170064


Hadas, Y., Gnecco, G., Sanguineti, M.

An approach to transportation network analysis via transferable utility games

(2017) Transportation Research Part B: Methodological, 105, pp. 120-143.


Sebastio, S., Gnecco, G.

A green policy to schedule tasks in a distributed cloud

(2017) Optimization Letters, pp. 1-17. Article in Press.


Gnecco, G.

Symmetry and antisymmetry properties of optimal solutions to regression problems

(2017) Optimization Letters, 11 (7), pp. 1427-1442.


Boero, L., Cello, M., Gnecco, G., Marchese, M., Patrone, F., Sanguineti, M.

A theoretical analysis of buffer occupancy for Intermittently-Connected Networks

(2017) Performance Evaluation, 115, pp. 108-131.


El Ouardighi, F., Kogan, K., Gnecco, G., Sanguineti, M.

Commitment-Based Equilibrium Environmental Strategies Under Time-Dependent Absorption Efficiency

(2017) Group Decision and Negotiation, pp. 1-15. Article in Press.


Gnecco, G., Bemporad, A., Gori, M., Sanguineti, M.

LQG online learning

(2017) Neural Computation, 29 (8), pp. 2203-2291.


Gnecco, G., Morisi, R., Roth, G., Sanguineti, M., Taramasso, A.C.

Supervised and semi-supervised classifiers for the detection of flood-prone areas

(2017) Soft Computing, 21 (13), pp. 3673-3685.


Sebastio, S., Gnecco, G., Bemporad, A.

Optimal distributed task scheduling in volunteer clouds

(2017) Computers and Operations Research, 81, pp. 231-246. Cited 1 time.


Bacigalupo, A., Gnecco, G., Lepidi, M., Gambarotta, L.

Optimal design of low-frequency band gaps in anti-tetrachiral lattice meta-materials

(2017) Composites Part B: Engineering, 115, pp. 341-359. Cited 5 times.


Abdelsamea, M.M., Gnecco, G., Gaber, M.M.

A SOM-based Chan-Vese model for unsupervised image segmentation

(2017) Soft Computing, 21 (8), pp. 2047-2067.


Leombruni R, Razzolini T, Serti F .

Macroeconomic Conditions at Entry and Injury Risk at the Workplace.

(2017) Scandinavian Journal of Economics, online, doi: 10.1111/sjoe.12285

2016

Burlando. A. and Canidio, A.

The Allocation of Capital in Rural Credit Markets

(2016) Journal of International Development, 28 (8), pp. 1381-1395.


Chiou, J.-Y., Magazzini, L., Pammolli, F., Riccaboni, M.

Learning from successes and failures in pharmaceutical R&D

(2016) Journal of International Development, 28 (8). pp. 1381-1395 .


De Angelis, E., Metulini, R., Bove, V., Riccaboni, M.

Virtual water trade and bilateral conflicts

(2016) Advances in Water Resources. Article in Press.


Magazzini, L., Pammolli, F., Riccaboni, M.

Real Options and Incremental Search in Pharmaceutical R&D Project Portfolio Management

(2016) Creativity and Innovation Management, 25 (2), pp. 292-302.


Metulini, R., Tamea, S., Laio, F., Riccaboni, M.

The Water Suitcase of Migrants: Assessing Virtual Water Fluxes Associated to Human Migration

(2016) PloS one, 11 (4), p. e0153982.


Sartori, M., Schiavo, S., Fracasso, A., Riccaboni, M.

Modeling the future evolution of the virtual water trade network: A combination of network and gravity models

(2016) Advances in Water Resources. Article in Press.


Morisi, R., Gnecco, G., Bemporad, A.

A hierarchical consensus method for the approximation of the consensus state, based on clustering and spectral graph theory

(2016) Engineering Applications of Artificial Intelligence, 56, pp. 157-174.

Bacigalupo, A., Lepidi, M., Gnecco, G., Gambarotta, L.

Optimal design of auxetic hexachiral metamaterials with local resonators

(2016) Smart Materials and Structures, 25 (5), art. no. 054009. Cited 10 times.

Dardard, F., Gnecco, G., Glowinski, D.

Automatic classification of leading interactions in a string quartet

(2016) ACM Transactions on Interactive Intelligent Systems, 6 (1), art. no. 2818739. Cited 1 time.

Gnecco, G.

On the Curse of Dimensionality in the Ritz Method

(2016) Journal of Optimization Theory and Applications, 168 (2), pp. 488-509. Cited 2 times.

Gnecco, G., Gori, M., Melacci, S., Sanguineti, M.

Learning with hard constraints as a limit case of learning with soft constraints

(2016) ESANN 2016 - 24th European Symposium on Artificial Neural Networks, pp. 35-40. Cited 1 time.

Bacigalupo, A., Gnecco, G., Lepidi, M., Gambarotta, L.

Design of acoustic metamaterials through nonlinear programming

(2016) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10122 LNCS, pp. 170-181. Cited 2 times.


Bonollo, M., Crimaldi, I., Flori, A., Gianfagna, L., Pammolli, F.

Assessing financial distress dependencies in OTC markets: a new approach using Trade Repositories data

(2016) Financial Markets and Portfolio Management, vol 30(4), pp. 397-426, ISSN: 1934-4554, Springer


Chessa, A., Flori, A., Pammolli, F., Pappalardo, G., Puliga, M.

The Accounting Network: how financial institutions react to systemic crisis

(2016) PloS One, 11(10)

2015


Canidio, A.

Focusing Effect and the Poverty Trap,

(2015) European Economic Review, 76. pp 222-238.


Bonollo, M., Crimaldi, I., Flori, A., Pammolli, F., Riccaboni, M.

Systemic risk and banking regulation: Some facts on the new regulatory framework

(2015) Corporate Ownership and Control, 12 (2), pp. 52-63.


Catini, R., Karamshuk, D., Penner, O., Riccaboni, M.

Identifying geographic clusters: A network analytic approach

(2015) Research Policy, 44 (9), pp. 1749-1762.


Cerina, F., Zhu, Z., Chessa, A., Riccaboni, M.

World input-output network

(2015) PLoS ONE, 10 (7), art. no. e0134025.


Morescalchi, A., Pammolli, F., Penner, O., Petersen, A.M., Riccaboni, M.

The evolution of networks of innovators within and across borders: Evidence from patent data

(2015) Research Policy, 44 (3), pp. 651-658. Cited 12 times.


Sgrignoli, P., Metulini, R., Schiavo, S., Riccaboni, M.

The relation between global migration and trade networks

(2015) Physica A: Statistical Mechanics and its Applications, 417, pp. 245-260.


Sufrauj, S.B., Schiavo, S., Riccaboni, M.

Big hits, export concentration and volatility

(2015) Economia Politica, 32 (2), pp. 135-166.


Zhu, Z., Puliga, M., Cerina, F., Chessa, A., Riccaboni, M.

Global value trees

(2015) PLoS ONE, 10 (5), art. no. 0126699.


Gnecco, G., Bemporad, A., Gori, M., Morisi, R., Sanguineti, M.

Online learning as an LQG optimal control problem with random matrices

(2015) 2015 European Control Conference, ECC 2015, art. no. 7330911, pp. 2482-2489. Cited 1 time.


Gnecco, G., Gori, M., Melacci, S., Sanguineti, M.

Learning with mixed hard/soft pointwise constraints

(2015) IEEE Transactions on Neural Networks and Learning Systems, 26 (9), art. no. 6949691, pp. 2019-2032. Cited 6 times.


Abdelsamea, M.M., Gnecco, G., Gaber, M.M.

An efficient Self-Organizing Active Contour model for image segmentation

(2015) Neurocomputing, 149 (PB), pp. 820-835. Cited 21 times.


Abdelsamea, M.M., Gnecco, G.

Robust local-global SOM-based ACM

(2015) Electronics Letters, 51 (2), pp. 142-143. Cited 5 times.


Gnecco, G., Gori, M., Melacci, S., Sanguineti, M.

Learning as Constraint Reactions

(2015) Artificial Neural Networks - Methods and Applications in Bio-/Neuroinformatics, pp. 245-270. Cited 1 time.


Abdelsamea, M.M., Gnecco, G., Gaber, M.M., Elyan, E.

On the relationship between variational level set-based and SOM-based active contours

(2015) Computational Intelligence and Neuroscience, 2015, art. no. 109029. Cited 5 times.


Cello, M., Gnecco, G., Marchese, M., Sanguineti, M.

Narrowing the Search for Optimal Call-Admission Policies Via a Nonlinear Stochastic Knapsack Model

(2015) Journal of Optimization Theory and Applications, 164 (3), pp. 819-841.


Gnecco, G., Morisi, R., Bemporad, A.

Sparse Solutions to the Average Consensus Problem via Various Regularizations of the Fastest Mixing Markov-Chain Problem

(2015) IEEE Transactions on Network Science and Engineering, 2 (3), art. no. 7268908, pp. 97-111. Cited 5 times.


Gnecco, G., Gori, M., Melacci, S., Sanguineti, M.

Foundations of support constraint machines

(2015) Neural Computation, 27 (2), pp. 388-480. Cited 11 times.


Glowinski, D., Dardard, F., Gnecco, G., Piana, S., Camurri, A.

Expressive non-verbal interaction in a string quartet: an analysis through head movements

(2015) Journal on Multimodal User Interfaces, 9 (1), pp. 55-68. Cited 8 times.


Morisi, R., Gnecco, G., Lanconelli, N., Zanigni, S., Manners, D.N., Testa, C., Evangelisti, S., Gramegna, L.L., Bianchini, C., Cortelli, P., Tonon, C., Lodi, R.

Binary and multi-class parkinsonian disorders classification using support vector machines

(2015) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9117, pp. 379-386.


Altomonte, C. and Colantone, I. and Rungi, A. and Sonno, T.

Global value networks. In: The age of global value chains : maps and policy issues. VoxEU.org . CEPR Press

2014


Chessa, A., Crimaldi, I., Riccaboni, M., Trapin, L.

Cluster analysis of weighted bipartite networks: A new copula-based approach

(2014) PLoS ONE, 9 (10), art. no. e109507.


Caldarelli, G., Chessa, A., Pammolli, F., Pompa, G., Puliga, M., Riccaboni, M., Riotta, G.

A multi-level geographical study of italian political elections from twitter data

(2014) PLoS ONE, 9 (5), art. no. e95809.


Cerina, F., Chessa, A., Pammolli, F., Riccaboni, M.

Network communities within and across borders

(2014) Scientific Reports, 4, art. no. 4546.


Foschi, R., Riccaboni, M., Schiavo, S.

Preferential attachment in multiple trade networks

(2014) Physical Review E - Statistical, Nonlinear, and Soft Matter Physics, 90 (2), art. no. 022817.


Morrison, G., Giovanis, E., Pammolli, F., Riccaboni, M.

Border sensitive centrality in global patent citation networks

(2014) Journal of Complex Networks, 2 (4), pp. 518-536.


Petersen, A.M., Fortunato, S., Pan, R.K., Kaski, K., Penner, O., Rungi, A., Riccaboni, M., Stanley, H.E., Pammolli, F.

Reputation and impact in academic careers

(2014) Proceedings of the National Academy of Sciences of the United States of America, 111 (43), pp. 15316-15321.


Altomonte, C. and Barattieri, A. and Rungi, A.

Import Penetration, Intermediate Inputs and Productivity: Evidence from Italian Firms. (2014) Rivista italiana degli economisti, 55 (1). pp. 45-66.


Riccaboni, M., Schiavo, S.

Stochastic trade networks

(2014) Journal of Complex Networks, 2 (4), pp. 537-556.


Zhu, Z., Cerina, F., Chessa, A., Caldarelli, G., Riccaboni, M.

The rise of China in the international trade network: A community core detection approach

(2014) PLoS ONE, 9 (8), art. no. e105496.


Gnecco, G., Gori, M., Melacci, S., Sanguineti, M.

A theoretical framework for supervised learning from regions

(2014) Neurocomputing, 129, pp. 25-32. Cited 7 times.

Gnecco, G.

Approximation and estimation bounds for subsets of reproducing kernel kreǐn Spaces

(2014) Neural Processing Letters, 39 (2), pp. 137-153. Cited 1 time.

Gnecco, G., Glowinski, D., Camurri, A., Sanguineti, M.

On the detection of the level of attention in an orchestra through head movements

(2014) International Journal of Arts and Technology, 7 (4), pp. 316-338. Cited 3 times.

Gaggero, M., Gnecco, G., Sanguineti, M.

Suboptimal policies for stochastic N-stage optimization: Accuracy analysis and a case study from optimal consumption

(2014) International Series in Operations Research and Management Science, 198, pp. 27-50. Cited 2 times.

Gnecco, G., Morisi, R., Bemporad, A.

Sparse solutions to the average consensus problem via l<inf>1</inf>-norm regularization of the fastest mixing Markov-chain problem

(2014) Proceedings of the IEEE Conference on Decision and Control, 2015-February (February), art. no. 7039729, pp. 2228-2233. Cited 2 times.

Cello, M., Gnecco, G., Marchese, M., Sanguineti, M.

Evaluation of the average packet delivery delay in highly-disrupted networks: The DTN and IP-like protocol cases

(2014) IEEE Communications Letters, 18 (3), art. no. 6784561, pp. 519-522. Cited 8 times.

Abdelsamea, M.M., Gnecco, G., Gaber, M.M.

A Survey of SOM-Based Active Contour Models for Image Segmentation

(2014) Advances in Intelligent Systems and Computing, 295, pp. 293-302. Cited 6 times.

Gaggero, M., Gnecco, G., Sanguineti, M.

Approximate dynamic programming for stochastic N-stage optimization with application to optimal consumption under uncertainty

(2014) Computational Optimization and Applications, 58 (1), pp. 31-85. Cited 8 times.

Abdelsamea, M.M., Gnecco, G., Gaber, M.M.

A Concurrent SOM-Based Chan-Vese Model for Image Segmentation

(2014) Advances in Intelligent Systems and Computing, 295, pp. 199-208. Cited 7 times.


Belmonte A., Di Clemente R., Buldyrev S., The Italian Primary School-Size Distribution and the City-Size: A Complex Nexus (2014) Nature Scientific Report, 5301.


Serti, F., C. Tomasi

Export and import market-specific characteristics How they drive the decision to trade and how much.

(2014) Empirical Economics, vol. 47, p. 1467-1496.

2013


Giudicati, G., Riccaboni, M.

Loosely-coupled networks of knowledge production and diffusion

(2013) Proceedings of the European Conference on Knowledge Management, ECKM, 1, pp. 245-253.


Morrison, G., Giovanis, E., Pammolli, F., Riccoboni, M.

Border sensitive centralities in patent citation networks using asymmetric random walks

(2013) Proceedings - 2013 International Conference on Signal-Image Technology and Internet-Based Systems, SITIS 2013, art. no. 6727241, pp. 546-552.


Foschi, R., Riccaboni, M., Schiavo, S.

Missing links in multiple trade networks

(2013) Proceedings - 2013 International Conference on Signal-Image Technology and Internet-Based Systems, SITIS 2013, art. no. 6727246, pp. 585-590.


Sgrignoli, P., Metulini, R., Schiavo, S., Riccaboni, M.

The relation between global migration and trade networks

(2013) Proceedings - 2013 International Conference on Signal-Image Technology and Internet-Based Systems, SITIS 2013, art. no. 6727242, pp. 553-560.


Giudicati, G., Riccaboni, M., Romiti, A.

Experience, socialization and customer retention: Lessons from the dance floor

(2013) Marketing Letters, 24 (4), pp. 409-422.


Bee, M., Riccaboni, M., Schiavo, S.

The size distribution of US cities: Not Pareto, even in the tail

(2013) Economics Letters, 120 (2), pp. 232-237.


Delpini, D., Battiston, S., Riccaboni, M., Gabbi, G., Pammolli, F., Caldarelli, G.

Evolution of controllability in interbank networks

(2013) Scientific Reports, 3, art. no. 1626.


Chessa, A., Morescalchi, A., Pammolli, F., Penner, O., Petersen, A.M., Riccaboni, M.

Is Europe evolving toward an integrated research area?

(2013) Science, 339 (6120), pp. 650-651.


Riccaboni, M., Rossi, A., Schiavo, S.

Global networks of trade and bits

(2013) Journal of Economic Interaction and Coordination, 8 (1), pp. 33-56.


Glowinski, D., Gnecco, G., Piana, S., Camurri, A.

Expressive non-verbal interaction in string quartet

(2013) Proceedings - 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, ACII 2013, art. no. 6681436, pp. 233-238. Cited 4 times.

Degiorgis, M., Gnecco, G., Gorni, S., Roth, G., Sanguineti, M., Taramasso, A.C.

Flood hazard assessment via threshold binary classifiers: Case study of the tanaro river basin

(2013) Irrigation and Drainage, 62 (S2), pp. 1-10. Cited 7 times.

Gnecco, G., Gori, M., Melacci, S., Sanguineti, M.

Learning with hard constraints

(2013) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8131 LNCS, pp. 146-153. Cited 2 times.

Gnecco, G., Badino, L., Camurri, A., D'Ausilio, A., Fadiga, L., Glowinski, D., Sanguineti, M., Varni, G., Volpe, G.

Towards Automated Analysis of Joint Music Performance in the Orchestra

(2013) Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST, 116, pp. 120-127. Cited 3 times.

Gnecco, G., Gori, M., Sanguineti, M.

Learning with boundary conditions

(2013) Neural Computation, 25 (4), pp. 1029-1106. Cited 16 times.

Cello, M., Gnecco, G., Marchese, M., Sanguineti, M.

Optimality conditions for coordinate-convex policies in CAC with nonlinear feasibility boundaries

(2013) IEEE/ACM Transactions on Networking, 21 (5), art. no. 6353240, pp. 1363-1377. Cited 4 times.

Gaggero, M., Gnecco, G., Sanguineti, M.

Dynamic Programming and Value-Function Approximation in Sequential Decision Problems: Error Analysis and Numerical Results

(2013) Journal of Optimization Theory and Applications, 156 (2), pp. 380-416. Cited 15 times.


Altomonte, C. and Di Mauro, F. and Ottaviano, G. and Rungi, A. and Vicard V.

Global value chains during the Great Trade collapse: a bullwhip effect. In: Firms in the international economy : firm heterogeneity meets international business. CESifo Seminar Series . MIT Press, pp. 277-308.


Belmonte A. and Pennisi A. Territorial impact of education sector reforms on the demand for teachers (2013) Scienze Regionali, 1: 87-128.

Roberto Leombruni, Tiziano Razzolini, Serti F.

The pecuniary and non-pecuniary costs of job displacement — The risky job of being back to work.

European Economic Review, vol. 61, p. 205-216

2012


Pammolli, F., Riccaboni, M., Magazzini, L.

The sustainability of European health care systems: Beyond income and aging

(2012) European Journal of Health Economics, 13 (5), pp. 623-634.


Petersen, A.M., Riccaboni, M., Stanley, H.E., Pammolli, F.

Persistence and uncertainty in the academic career

(2012) Proceedings of the National Academy of Sciences of the United States of America, 109 (14), pp. 5213-5218.


Magazzini, L., Pammolli, F., Riccaboni, M.

Learning from failures or failing to learn? Lessons from pharmaceutical R&amp;D

(2012) European Management Review, 9 (1), pp. 45-58. Cited 11 times.


Rungi, Armando

The ‘Invisible Role’ of Business Groups is made Evident. (2012)

Review of Environment, Energy and Economics. pp. 1-5.


Cello, M., Gnecco, G., Marchese, M., Sanguineti, M.

An application to two-hop forwarding of a model of buffer occupancy in ICNs

(2012) Proceedings - 2012 7th International Conference on System of Systems Engineering, SoSE 2012, art. no. 6384188, pp. 491-496. Cited 1 time.

Gaggero, M., Gnecco, G., Parisini, T., Sanguineti, M., Zoppoli, R.

Approximation structures with moderate complexity in functional optimization and dynamic programming

(2012) Proceedings of the IEEE Conference on Decision and Control, art. no. 6426656, pp. 1902-1908.

Degiorgis, M., Gnecco, G., Gorni, S., Roth, G., Sanguineti, M., Taramasso, A.C.

Classifiers for the detection of flood-prone areas using remote sensed elevation data

(2012) Journal of Hydrology, 470-471, pp. 302-315. Cited 24 times.

Gnecco, G., Sanguineti, M.

New insights into Witsenhausen's counterexample

(2012) Optimization Letters, 6 (7), pp. 1425-1446. Cited 4 times.

Gnecco, G., Sanguineti, M., Gaggero, M.

Suboptimal solutions to team optimization problems with stochastic information structure

(2012) SIAM Journal on Optimization, 22 (1), pp. 212-243. Cited 10 times.

Cello, M., Gnecco, G., Marchese, M., Sanguineti, M.

A model of buffer occupancy for ICNs

(2012) IEEE Communications Letters, 16 (6), art. no. 6189815, pp. 862-865. Cited 12 times.

Gnecco, G., Kůrková, V., Sanguineti, M.

Accuracy of approximations of solutions to Fredholm equations by kernel methods

(2012) Applied Mathematics and Computation, 218 (14), pp. 7481-7497. Cited 6 times.

Gnecco, G.

A comparison between fixed-basis and variable-basis schemes for function approximation and functional optimization

(2012) Journal of Applied Mathematics, 2012, art. no. 806945. Cited 8 times.