Publications

Affiliation

We need to track all ECLT publications in order to support the success rate for presented projects.
This can be tracked by affiliation. Please use quote the ECLT affiliation as follows:

European Centre for Living Technology (ECLT),
Ca' Bottacin, Dorsoduro 3911, 30123 - Venice, Italy

Acknowledgment

If you have been involved in ECLT activities an acknowledgement to the Centre would be much appreciated.
Please use standard sentence here proposed to cite ECLT in publications:

The author(s) would like to acknowledge networking support by the European Centre for Living Technology (ECLT), Ca' Foscari University of Venice.

Latest publications

The World Is Not a Theorem

Stuart Kauffman and Andrea Roli

Published in MDPI Entropy 2021, 23 (11), (2021)

Read the article

Why polls fail to predict elections

Zhenkun Zhou, Matteo Serafino, Luciano Cohan, Guido Caldarelli & Hernán A. Makse 

Published in Journal of Big Data, vol. 8 (2021) 

Read the article

Bias, awareness, and ignorance in deep-learning-based face recognition

Samuel Wehrli, Corinna Hertweck, Mohammadreza Amirian, Stefan Glüge & Thilo Stadelmann

Published in AI and Ethics, Springer (2021)

Read the article

Apprendimento automatico e decisione umana

Giovanni Grandi and Teresa Scantamburlo

Book chapter in "Automi e Persone. Introduzione all’etica dell’intelligenza artificiale e della robotica"
Collana Studi Superiori, 2021 - Fossa F., Schiaffonati V., Tamburrini G.
Carocci Editore

Publisher website [ITA]

PrepNet: A Convolutional Auto-Encoder to Homogenize CT Scans for Cross-Dataset Medical Image Analysis

Mohammadreza Amirian, Javier A. Montoya-Zegarra, Jonathan Gruss, Yves D. Stebler,Ahmet Selman Bozkir, Marco Calandriz, Friedhelm Schwenkery and Thilo Stadelmann

Conference Paper · October 2021
The 2021 14th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI 2021) Shanghai, China

Modeling the emergence of affective polarization in the social media society

Petter Törnberg, Claes Andersson, Kristian Lindgren, Sven Banisch

Published in PLoS ONE (2021)

Read the article

Reversing arrows: Duality

Maria Mannone

Published in Journal of Mathematics and the Arts (2021)

Read the article

The social turn of artificial intelligence

Nello Cristianini, Teresa Scantamburlo & James Ladyman

Published in AI & SOCIETY - Springer (2021)

Read the article

Emergent spatial patterns of coexistence in species-rich plant communities

Pablo Villegas, Tommaso Gili, and Guido Caldarelli

Published in Phys. Rev. E 104, 034305, September 2021

Read the article

Machine we trust - Perspectives on Dependable AI

Machines We Trust
Perspectives on Dependable AI

Marcello Pelillo and Teresa Scantamburlo

Published by MIT press, August 2021

Read more

EEG based Major Depressive disorder and Bipolar disorder detection using Neural Networks:A review

Sana Yasin, Syed Asad Hussain, Sinem Aslan, Imran Raza, Muhammad Muzammel, Alice Othmani

Published in Computer Methods and Programs in Biomedicine

Read the article

Clustering Longitudinal Data with Category Theory for Diabetic Kidney Disease

Maria Mannone, Veronica DistefanoClaudio Silvestri & Irene Poli

CLADAG 2021 conference: Book of Abstracts and Short Papers, pp. 364-367 (2021)

Read the article

Categories and Clusters to investigate Similarities in Diabetic Kidney Disease Patients.


Veronica Distefano
Maria MannoneClaudio Silvestri & Irene Poli

50th Conference of the Statistics Italian Society, "Books of Short Papers" SIS 2021, pp. 1162-1167, Pearson Published in 2021

A musical reading of a contemporary installation and back: mathematical investigations of patterns in Qwalala

Maria Mannone
Published in Journal of Mathematics and Music
Mathematical and Computational Approaches to Music Theory, Analysis, Composition and Performance, 2021

Read the article

Nanocoated fiber label-free biosensing for perfluorooctanoic acid detection by lossy mode resonance

Giulia Moroa, Francesco Chiavaioli, Stefano Liberie, Pablo Zubiate, Ignacio Del Villar, Alessandro Angelini, Karolien De Wael, Francesco Baldini, Ligia Maria Moretto, Ambra Giannetti

Published in Results in Optics - Volume 5, 2021

Read the article

Exploring machine learning potential for climate change risk assessment

Federica Zennaro, Elisa Furlan, Christian  Simeoni, Silvia Torresan, Sinem Aslan, Andrea Critto, Antonio Marcomini

Published in Earth-Science Reviews, 220, art. no. 103752, 2021

Read the article

Peptide-Based Inhibitors of ADAM and ADAMTS Metalloproteinases

Stefano Pluda, Ylenia Mazzocato, Alessandro Angelini

Published in Frontiers in Molecular Biosciences, 8, art. no. 703715, 2021

Read the article

Synthesis and Antimicrobial Evaluation of Bis-morpholine Triazine Quaternary Ammonium Salts

Dr. Andrea Morandini, Benedetta Leonetti, Prof. Pietro Riello, Dr. Roberto Sole, Vanessa Gatto, Isabella Caligiuri, Prof. Flavio Rizzolio, Prof. Valentina Beghetto

Published in ChemMedChem, 2021

Read the article

Non-empirical problems in fair machine learning

Teresa Scantamburlo

Published in Ethics and Information Technology, 2021

Read the article

Covid-19 and tracing methodologies: A lesson for the future society

Teresa Scantamburlo, Atia Cortés, Pierre Dewitte, Daphné Van der Eycken, Ralf De Wolf & Marijn Martens

Published in Health and Technology, 2021

Read the article

On Randomness and Origin of Life

Roberto Serra

Published in Multiplicity and Interdisciplinarity, pp 159-166

Read the article

Encoding Brain Networks Through Geodesic Clustering of Functional Connectivity for Multiple Sclerosis Classification

Muhammad Abubakar Yamin; Paola Valsasina; Michael Dayan; Sebastiano Vascon; Jacopo Tessadori; Massimo Filippi; Vittorio Murino; Maria A. Rocca; Diego Sona

Published in IEEE Institute of Electrical and Electronics Engineers

Read the article

Algorithmic extraction of smartphone accelerometer-derived mechano-biological descriptors of resistance exercise is robust to changes in intensity and velocity

Claudio Viecelli, David Aguayo, Samuel Dällenbach, David Graf, Basil Achermann, Ernst Hafen, Rudolf M. Füchslin

Published in PLoS ONE, Volume 16, Issue 7 July, 2021

Did Human Culture Emerge in a Cultural Evolutionary Transition in Individuality?

Dinah R. Davison, Claes Andersson, Richard E. Michod & Steven L. Kuhn 

Biological Theory (2021)

Read the article

Building blocks of protein structures: Physics meets biology

Tatjana Škrbić, Amos Maritan, Achille Giacometti, George D. Rose, and Jayanth R. Banavar

Phys. Rev. E 104, 014402
Published in 2021

Read the article

Spontaneous dimensional reduction and ground state degeneracy in a simple chain model

Tatjana Škrbić, Trinh Xuan Hoang, Achille Giacometti, Amos Maritan, and Jayanth R. Banavar

Phys. Rev. E 104, L012101
Published 2021

Read the article

Flow of online misinformation during the peak of the COVID-19 pandemic in Italy

Guido Caldarelli, Rocco De Nicola, Marinella Petrocchi, Manuel Pratelli & Fabio Saracco

EPJ Data Science volume 10, Article number: 34
Published in 2021

Read the article

The AI-Atlas: Didactics for teaching AI and machine learning on-site, online, and hybrid

Thilo Stadelmann, Julian Keuzenkamp, Helmut Grabner and Christoph Würsch

Education Sciences 2021, 11(7), 318;
(This article belongs to the Special Issue Artificial Intelligence and Education
Published in 2021

Read the article

The physics of financial networks

M. Bardoscia, P. Barucca, S. Battiston, F. Caccioli, G. Cimini, D. Garlaschelli, F. Saracco,
T. Squartini and G. Caldarelli 

Nature Reviews Physics (2021)

Read the article

HELP: An LSTM-based approach to hyperparameter exploration in neural network learning

Wendi Li, Wing W.Y. Ng, Ting Wang, Marcello Pelillo, Sam Kwong

Neurocomputing, Volume 442,
28 June 2021, Pages 161-172

Read the article

Local sequence-structure relationships in proteins

Tatjana Škrbić, Amos Maritan, Achille Giacometti, Jayanth R. Banavar

Protein Science, 30 (4), pp. 818-829.
Published in 2021.

Read the article

A Fast and Effective Method to Identify Relevant Sets of Variables in Complex Systems

Gianluca D’Addese, Martina Casari, Roberto Serra, Marco Villani

Mathematics, 9(9), art. no. 1022
Published in 2021

Read the article

LiSSA: Localized Stochastic Sensitive Autoencoders

Ting Wang, Wing W. Y. Ng, Marcello Pelillo, Sam Kwong

IEEE Transactions on Cybernetics, 51(5), art. no. 8764568, pp. 2748-2760.
Published in 2021

Read the article

MetNet: A two-level approach to reconstructing and comparing metabolic networks

Nicoletta Cocco, Mercè Llabrés, Mariana Reyes-Prieto, Marta Simeoni

In PLOS ONE
Published in 2021

Read the article

Dynamical properties and path dependence in a gene-network model of cell differentiation

Michele Braccini, Andrea Roli, Marco Villani & Roberto Serra 

Soft Computing volume 25,
pages 6775–6787 (2021)

Read the article

Asymptotic information-theoretic detection of dynamical organization in complex systems

Gianluca D’Addese, Laura Sani, Luca La Rocca, Roberto Serra and Marco Villani

Entropy, 23 (4), art. no. 398
Published in 2021

Unveiling the binding mode of perfluorooctanoic acid to human serum albumin

L. Maso, M. Trande, S.o Liberi, G. Moro, E. Daems, S.a Linciano, F. Sobott, S. Covaceuszach, A. Cassetta, S. Fasolato, L. M. Moretto, K. De Wael, L. Cendron, A. Angelini 

Protein Science, 30 (4), pp. 830-841.
Published in 2021.

Read the article

Native mass spectrometry for the design and selection of protein bioreceptors for perfluorinated compounds

E. Daems, G. Moro, H. Berghmans, L.M. Moretto, S. Dewilde, A. Angelini, F. Sobott, K. De Wael

Analyst, 146 (6), pp. 2065-2073
Published in 2021

Read the article

Phase behavior of hard cylinders

Joyce T. Lopes, Flavio Romano, Eric Grelet, Luís F. M. Franco and Achille Giacometti

J. Chem. Phys. 154, 104902
Published in 2021

Read the article

Mesoporous zirconia nanoparticles as drug delivery systems: Drug loading, stability and release

Leonetti, B., Perin, A., Ambrosi, E.K., Sponchia, G., Sgarbossa, P., Castellin, A., Riello, P., Scarso, A.

Journal of Drug Delivery Science and Technology, 61, art. no. 102189.
Published in 2021

Read the article

True scale-free networks hidden by finite size effects

Serafino, M., Cimini, G., Maritan, A., Rinaldo, A., Suweis, S., Banavar, J.R., Caldarelli, G.

Proceedings of the National Academy of Sciences of the United States of America, 118 (2),
Published in 2021

Read the article

A Neural Network Model for Lead Optimization of MMP12 Inhibitors

Dagnew, T.M., Silvestri, C., Slanzi, D., Poli, I.

Lecture Notes in Computer Science
(including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12664 LNCS, pp. 323-335
Published in 2021

Read the article

 

 

Publications (2020)

Computational pipeline to probe NaV1.7 gain-of-function variants in neuropathic painful syndromes

Alberto A. Toffano, Giacomo Chiarot, Stefano Zamuner, Margherita Marchi, Erika Salvi, Stephen G. Waxman, Catharina G. Faber, Giuseppe Lauria, Achille Giacometti and Marta Simeoni 

Scientific Reports volume 10,
Article number: 17930 (2020)

Published in 2020

Read the article

Can the roles of polar and non-polar moieties be reversed in non-polar solvents?

Cedrix J Dongmo Foumthuim, Manuel Carrer, Maurine Houvet, Tatjana Škrbić, Giuseppe Graziano, Achille Giacometti
Phys Chem Chem Phy, 2020 Nov 18;
22(44):25848-25858
Published in 2020

Read the article

An integrated DEM–FEM approach to study breakage in packing of glass cartridges on a conveyor belt

Daniela Paola Boso, Tommaso Braga, Simone Ravasini, Tatjana Škrbić, Andrea Puglisi, Odra Pinato, Alberto Chillon, Maria Chiara Frare & Achille Giacometti

Granular Matter volume 22,
Article number: 73 (2020) 

Read the article

How (Not) to Measure Bias in Face Recognition Networks

Stefan Glüge, Mohammadreza Amirian, Dandolo Flumini, and Thilo Stadelmann

In Proceedings of the 9th IAPR TC 3 Workshop on Artificial Neural Networks for Pattern Recognition (ANNPR’20), Springer, LNAI, pp. 125-137
Published in 2020

Read the article

Combining Reinforcement Learning with Supervised Deep Learning for Neural Active Scene Understanding

Dano Roost, Ralph Meier, Giovanni Toffetti Carughi, and Thilo Stadelmann

In Proceedings of the Active Vision and Perception in Human(-Robot) Collaboration Workshop at IEEE RO-MAN 2020 (AVHRC’20)
Published in 2020

Can Polarity-Inverted Surfactants Self-Assemble in Nonpolar Solvents?

Manuel Carrer, Tatjana Škrbić, Sigbjørn Løland Bore, Giuseppe Milano, Michele Cascella and Achille Giacometti

The Journal of Physical Chememistry B 2020
124, 29, 6448–6458
Published in 2020

Read the article

Design Patterns for Resource-Constrained Automated Deep-Learning Methods

Lukas Tuggener, Mohammadreza Amirian, Fernando Benites, Pius von Däniken, Prakhar Gupta, Frank-Peter Schilling, and Thilo Stadelmann

In AI (section “Intelligent Systems: Theory and Applications”)", Springer, LNAI, 1(4):510-538
Published in 2020

Macrocycle synthesis strategy based on step-wise "adding and reacting" three components enables screening of large combinatorial libraries

Mothukuri G.K., Kale S.S., Stenbratt C.L., Zorzi A., Vesin J., Bortoli Chapalay J., Deyle K., Turcatti G., Cendron L., Angelini A. and C. Heinis 

In Chemical Science, 11, 7858-63
Published in 2020

Read the article

Restricted clonality and limited germinal center reentry characterize memory B cell reactivation by boosting

Mesin L., Schiepers A., Ersching J., Barbulescu A., Battaglioni Cavazzoni C., Angelini A., Okada T., Kurosaki T. and G. D. Victora 

In Cell, 180, 92-106
Published in 2020

Read the article

Evolving always‐critical networks

Villani, M., Magri, S., Roli, A., & Serra, R.

In LIFE, 10, 1–20
Published in 2020

Read the article

Two sides of the same coin: Improved ancient coin classification using Graph Transduction Games

Aslan, S., Vascon, S., & Pelillo, M. 

In Pattern Recognition Letters, vol 131, pp. 158-165
Published in 2020

Read the article

Benchmarking algorithms for food localization and semantic segmentation

Aslan, S., Ciocca, G., Mazzini, D., & Schettini, R. 

In International Journal of Machine Learning and Cybernetics, pp.1-21
Published in 2020

Read the article

Adsorption and Isomerization of Glyoxal and Methylglyoxal at the Air/Hydroxylated Silica Surface Silica

I.Gladich, M. A. Carignano and J.S. Francisco

In JCP, 152,164702
Published in 2020

Read the article

Hydration, Solvation and Isomerization of Methylglyoxal at the Air/Water Interface: New Mechanistic Pathways

C. Zhu, X. C. Zeng, J.S. Francisco, I. Gladich

In JACS, 142, 12, 5574-5582
Published in 2020

Read the article

Solvation and Stabilization of Single Strand RNA at the Air/Ice Interface Support a Primordial RNA World on Ice

Ivan Gladich, Margaret L. Berrens, Penny M. Rowe, Rodolfo G. Pereyra, and Steven Neshyba

In JPC-C, 124, 34, 18587–18594
Published in 2020

Read the article

Covalent immobilization of delipidated human serum albumin on poly(pyrrole-2-carboxylic) acid film for the impedimetric detection of perfluorooctanoic acid

Moro G., Bottari F., Liberi S., Covaceuszach S., Cassetta A., Angelini A., De Wael K. and L.M. Moretto 

In Bioelectrochemistry, 134, 107540
Published in 2020

Read the article

Introducing PIONEER: a project to harness big data in prostate cancer research

Omar, M.I., Roobol, M.J., Ribal, M.J., Thomas Abbott, Paul- Michael Agapow , Sonia Araujo, Alex Asiimwe , Charles Auffray , Irina Balaur , Katharina Beyer, Chiara Bernini, Anders Bjartell, Alberto Briganti, John- Edward Butler- Ransohoff, Riccardo Campi , Marinel Cavelaars, Bertrand De Meulder, Doron Lancet, Kees van Bochove , Femke van Diggelen, Mieke Van Hemelrijck, Hein Van Poppel , Jihong Zong, James N’Dow and The PIONEER Consortium (2020)

In Nat Rev Urol 17, 351–362
Published in 2020

A unified nomenclature for vertebrate olfactory receptors

T Olender, TEM Jones, E,  Bruford and D Lancet

BMC evolutionary biology 20, 1-12
Published in 2020

COVID-19 and beyond: a call for action and audacious solidarity to all the citizens and nations, it is humanity’s fight

Charles Auffray, Niklas Blomberg, Myrna Bonaldo, Bertrand Boutron, Samir Brahmachari, Christian Bréchot, Alfredo Cesario, Sai-Juan Chen, Karine Clément, Daria Danilenko, Alberto Di Meglio, Andrea Gelemanovic, Carole Goble, Takashi Gojobori, Jason D Goldman, Michel Goldman, Yi-Ke Guo, James Heath, Leroy Hood, Peter Hunter, Li Jin, Doron Lancet, Emiel Wouters

Soc Sci Res Network
Published in 2020

Emergence of Organisms

Roli, A., & Kauffman, S.

In Entropy, 22, 1163–1174
Published in 2020

Read the article

The Detection of Dynamical Organization in Cancer Evolution Models

Sani L., D’Addese G., Graudenzi A., Villani M.

In Artificial Life and Evolutionary Computation. WIVACE 2019, vol. 1200
Published in 2020

Read the article

Selecting for Positive Responses to Knock Outs in Boolean Networks

Villani M., Magrì S., Roli A., Serra R.

In Artificial Life and Evolutionary Computation. WIVACE 2019, vol. 1200
Published in 2020

Read the article

The effects of a simplified model of chromatin dynamics on attractors robustness in random boolean networks with self-loops: An experimental study

Braccini, M.; Roli, A.; Villani, M.; Montagna, S.; Serra, R.

In Artificial Life and Evolutionary Computation. WIVACE 2019, vol. 1200
Published in 2020

Read the article

Avalanches of perturbations in modular gene regulatory networks  

Vezzani, A.; Villani, M.; Serra, R.

In Artificial Life and Evolutionary Computation. WIVACE 2019, vol. 1200
Published in 2020

Read the article

Spread and dynamics of the COVID-19 epidemic in Italy: Effects of emergency containment measures

Gatto, M., Bertuzzo, E., Mari, L., Miccoli, S., Carraro, L., Casagrandi, R., & Rinaldo, A.

In Proceedings of the National Academy of Sciences, 117(19), 10484-10491
Published in 2020

Read the article

The geography of COVID-19 spread in Italy and implications for the relaxation of confinement measures

Bertuzzo, E., Mari, L., Pasetto, D., Miccoli, S., Casagrandi, R., Gatto, M., & Rinaldo, A.

In Nature Communications, 11, Article number: 4264
Published in 2020

Read the article

Local stakeholders’ narratives about large-scale urban development: The Zhejiang Hangzhou Future Sci-Tech City

Anzoise,V., Slanzi, D., Poli, I.

In Urban Studies, 57, 655-671
Published in 2020

Read the article

Multi-scenario analysis in the Adriatic Sea: A GIS-based Bayesian network to support maritime spatial planning

Furlan, E., Slanzi, D., Torresan, S., Critto, A., Marcomini, A. Furlan, E., Slanzi, D., Torresan, S., Critto, A., Marcomini, A. 

In Science Of The Total Environment, 703, article number: 134972
Published in 2020

Read the article