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96 results on '"Giacobini, Mario"'

3. Multiobjective Optimization of Evolutionary Neural Networks for Animal Trade Movements Prediction

Author

Michalak, Krzysztof, Giacobini, Mario, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Emmerich, Michael, editor, Deutz, André, editor, Wang, Hao, editor, Kononova, Anna V., editor, Naujoks, Boris, editor, Li, Ke, editor, Miettinen, Kaisa, editor, and Yevseyeva, Iryna, editor

Published
2023
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5. Vectorial GP for Alzheimer’s Disease Prediction Through Handwriting Analysis

Author

Azzali, Irene, Cilia, Nicole Dalia, De Stefano, Claudio, Fontanella, Francesco, Giacobini, Mario, Vanneschi, Leonardo, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Jiménez Laredo, Juan Luis, editor, Hidalgo, J. Ignacio, editor, and Babaagba, Kehinde Oluwatoyin, editor

Published
2022
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7. The hidden role of buffalo trade network in bovine epidemic spreading.

Author

Zoppi, Giacomo, Candeloro, Luca, Savini, Lara, Colizza, Vittoria, and Giacobini, Mario

Subjects
Q fever, AGRICULTURE, ANIMAL mechanics, CATTLE, FARMS
Abstract

Animal movements are a key factor in the spread of pathogens. Consequently, network analysis of animal movements is a well-developed and well-studied field. The relationships between animals facilitate the diffusion of infectious agents and, in particular, shared environments and close interactions can facilitate cross-species transmission. Cattle are often the focus of these studies since they are among the most widely distributed and traded species globally. This remains true for Italy as well, but with an important additional consideration. Indeed, another important productive reality in the peninsula is buffalo farming. These farms have an interesting characteristic: approximately two-thirds of them also rear cattle. This coexistence between cattle and buffalo could have an impact on the diffusion of pathogens. Given that buffalo farms are often overlooked in the literature, the primary goal of this work is to investigate the potential consequences of omitting buffalo from cattle network analyses. To investigate this impact, we will focus on Q fever, a disease that can infect both species and is present on the Italian territory and for which the impact of the buffalo population has not been thoroughly studied, and simulate its spread to the farms of both species through compartmental models. Our analysis reveals that despite the significant difference in network sizes, the unique characteristic of Italian buffalo farms makes the buffalo network essential for a comprehensive understanding of bovine disease dynamics in Italy. [ABSTRACT FROM AUTHOR]

Published
2024
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15. Interacting Robots in an Artificial Evolutionary Ecosystem

Author

De Carlo, Matteo, Ferrante, Eliseo, Ellers, Jacintha, Meynen, Gerben, Eiben, A. E., Pappa, Gisele, Giacobini, Mario, Vasicek, Zdenek, Artificial intelligence, Network Institute, Knowledge Representation and Reasoning, Artificial Intelligence (section level), Amsterdam Institute for Life and Environment, Moral and Political Philosophy, CLUE+, Computational Intelligence, Psychiatry, Pappa, Gisele, Giacobini, Mario, and Vasicek, Zdenek

Subjects
Evolutionary Computing, Interactive Robot Ecosystem, Artificial Ecosystem, Evolutionary Robotics, Robot Interaction
Abstract

In Evolutionary Robotics where both body and brain are malleable, it is common practice to evaluate individuals in isolated environments. With the objective of implementing a more naturally plausible system, we designed a single interactive ecosystem for robots to be evaluated in. In this ecosystem robots are physically present and can interact each other and we implemented decentralized rules for mate selection and reproduction. To study the effects of evaluating robots in an interactive ecosystem has on evolution, we compare the evolutionary process with a more traditional, oracle–based approach. In our analysis, we observe how the different approach has a substantial impact on the final behaviour and morphology of the robots, while maintaining decent fitness performance.

Published
2023

17. A novel machine learning‐based web application for field identification of infectious and inflammatory disorders of the central nervous system in cattle

Author

Ferrini, Sara, primary, Rollo, Cesare, additional, Bellino, Claudio, additional, Borriello, Giuliano, additional, Cagnotti, Giulia, additional, Corona, Cristiano, additional, Di Muro, Giorgia, additional, Giacobini, Mario, additional, Iulini, Barbara, additional, and D'Angelo, Antonio, additional

Published
2023
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18. A Literature Review on the Use of Modeling Approaches Applied to Automatic Milking Systems

Author

Laura Ozella, Karina Brotto Rebuli, Claudio Forte, and Giacobini Mario

Subjects
Machine Learning, dairy cows, Automatic Milking System, algorithms, modeling approaches, statistical analyses, mastitis detection, milk production, cows’ behavior, dairy cows, Automatic Milking System, algorithms, modeling approaches, statistical analyses, Machine Learning, mastitis detection, milk production, cows’ behavior
Abstract

Automatic milking systems (AMSs) are among the earliest Precision Livestock Farming developments that have transformed dairy farming worldwide. This review aims to gather, evaluate, and summarize papers that focus on the use of modeling approaches in the context of AMS. We provided a review of 60 articles with a specific focus on cows’ health, production, and behavior/management. The most used modeling approach was Machine Learning (ML, present in 63% of the studies), followed by statistical analysis (14%), fuzzy algorithms (9%), deterministic mod-els (7%), and detection algorithms (7%). Most of the reviewed studies (82%) focused on the detection of cows' health, specifically mastitis, while only 11% were concerned with milk production. Accurate forecasting of dairy cow milk yield and knowledge on the deviation between expected and observed milk yields of individual cows would be beneficial in dairy cow management. Likewise, the study of cows’ behavior and the herd management in AMSs is under-explored (7%). Despite the increasing use of ML techniques in this field there is still a lack of a robust methodology for their application. In particular, we identified a significant gap in the systematic balancing of positive and negative classes for health prediction models.

Published
2023

20. A computer vision approach for the automatic detection of social interactions of dairy cows in automatic milking systems

Author

Ozella, Laura, Magliola, Alessandro, Simone, Vernengo, Ghigo, Marco, Francesco, Bartoli, Grangetto, Marco, Forte, Claudio, Gianluca, Montrucchio, BROTTO REBULI, Karina, and Giacobini, Mario Dante Lucio

Subjects
Animal Social Network, Computer Vision System, social interactions, dairy cows, dairy cows, Computer Vision System, social interactions, Automatic Milking System, Animal Social Network, Automatic Milking System
Published
2023

22. Fetlock Joint Angle Pattern and Range of Motion Quantification Using Two Synchronized Wearable Inertial Sensors per Limb in Sound Horses and Horses with Single Limb Naturally Occurring Lameness

Author

Pagliara, Eleonora, primary, Marenchino, Maddalena, additional, Antenucci, Laura, additional, Costantini, Mario, additional, Zoppi, Giacomo, additional, Giacobini, Mario Dante Lucio, additional, Bullone, Michela, additional, Riccio, Barbara, additional, and Bertuglia, Andrea, additional

Published
2022
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31. Improving Generalization of Evolutionary Feature Construction with Minimal Complexity Knee Points in Regression

Author

Zhang, Hengzhe, Chen, Qi, Xue, Bing, Banzhaf, Wolfgang, Zhang, Mengjie, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Giacobini, Mario, editor, Xue, Bing, editor, and Manzoni, Luca, editor

Published
2024
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33. An Algorithm Based on Grammatical Evolution for Discovering SHACL Constraints

Author

Felin, Rémi, Monnin, Pierre, Faron, Catherine, Tettamanzi, Andrea G. B., Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Giacobini, Mario, editor, Xue, Bing, editor, and Manzoni, Luca, editor

Published
2024
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34. SLIM_GSGP: The Non-bloating Geometric Semantic Genetic Programming

Author

Vanneschi, Leonardo, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Giacobini, Mario, editor, Xue, Bing, editor, and Manzoni, Luca, editor

Published
2024
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35. Genetic Improvement of Last Level Cache

Author

Langdon, William B., Clark, David, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Giacobini, Mario, editor, Xue, Bing, editor, and Manzoni, Luca, editor

Published
2024
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36. Generational Computation Reduction in Informal Counterexample-Driven Genetic Programming

Author

Helmuth, Thomas, Pantridge, Edward, Frazier, James Gunder, Spector, Lee, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Giacobini, Mario, editor, Xue, Bing, editor, and Manzoni, Luca, editor

Published
2024
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37. Grammar-Based Evolution of Polyominoes

Author

Mégane, Jessica, Medvet, Eric, Lourenço, Nuno, Machado, Penousal, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Giacobini, Mario, editor, Xue, Bing, editor, and Manzoni, Luca, editor

Published
2024
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38. Look into the Mirror: Evolving Self-dual Bent Boolean Functions

Author

Carlet, Claude, Durasevic, Marko, Jakobovic, Domagoj, Mariot, Luca, Picek, Stjepan, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Giacobini, Mario, editor, Xue, Bing, editor, and Manzoni, Luca, editor

Published
2024
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39. DALex: Lexicase-Like Selection via Diverse Aggregation

Author

Ni, Andrew, Ding, Li, Spector, Lee, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Giacobini, Mario, editor, Xue, Bing, editor, and Manzoni, Luca, editor

Published
2024
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40. Naturally Interpretable Control Policies via Graph-Based Genetic Programming

Author

Nadizar, Giorgia, Medvet, Eric, Wilson, Dennis G., Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Giacobini, Mario, editor, Xue, Bing, editor, and Manzoni, Luca, editor

Published
2024
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41. Enhancing Large Language Models-Based Code Generation by Leveraging Genetic Improvement

Author

Pinna, Giovanni, Ravalico, Damiano, Rovito, Luigi, Manzoni, Luca, De Lorenzo, Andrea, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Giacobini, Mario, editor, Xue, Bing, editor, and Manzoni, Luca, editor

Published
2024
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43. Fuzzy Pattern Trees for Classification Problems Using Genetic Programming

Author

de Lima, Allan, Carvalho, Samuel, Dias, Douglas Mota, Amaral, Jorge, Sullivan, Joseph P., Ryan, Conor, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Giacobini, Mario, editor, Xue, Bing, editor, and Manzoni, Luca, editor

Published
2024
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44. Spatial Genetic Programming

Author

Miralavy, Iliya, Banzhaf, Wolfgang, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Pappa, Gisele, editor, Giacobini, Mario, editor, and Vasicek, Zdenek, editor

Published
2023
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45. GPAM: Genetic Programming with Associative Memory

Author

Juza, Tadeas, Sekanina, Lukas, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Pappa, Gisele, editor, Giacobini, Mario, editor, and Vasicek, Zdenek, editor

Published
2023
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46. Phenotype Search Trajectory Networks for Linear Genetic Programming

Author

Hu, Ting, Ochoa, Gabriela, Banzhaf, Wolfgang, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Pappa, Gisele, editor, Giacobini, Mario, editor, and Vasicek, Zdenek, editor

Published
2023
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47. A Boosting Approach to Constructing an Ensemble Stack

Author

Zhou, Zhilei, Qiu, Ziyu, Niblett, Brad, Johnston, Andrew, Schwartzentruber, Jeffrey, Zincir-Heywood, Nur, Heywood, Malcolm I., Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Pappa, Gisele, editor, Giacobini, Mario, editor, and Vasicek, Zdenek, editor

Published
2023
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48. To Bias or Not to Bias: Probabilistic Initialisation for Evolving Dispatching Rules

Author

Đurasević, Marko, Gil-Gala, Francisco Javier, Jakobović, Domagoj, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Pappa, Gisele, editor, Giacobini, Mario, editor, and Vasicek, Zdenek, editor

Published
2023
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49. MTGP: Combining Metamorphic Testing and Genetic Programming

Author

Sobania, Dominik, Briesch, Martin, Röchner, Philipp, Rothlauf, Franz, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Pappa, Gisele, editor, Giacobini, Mario, editor, and Vasicek, Zdenek, editor

Published
2023
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50. Domain-Aware Feature Learning with Grammar-Guided Genetic Programming

Author

Ingelse, Leon, Fonseca, Alcides, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Pappa, Gisele, editor, Giacobini, Mario, editor, and Vasicek, Zdenek, editor

Published
2023
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