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229 results on '"DI LECCE, Vincenzo"'

1. Determination of Antibiotic Resistance Level in Klebsiella using Machine Learning Models

Author

Gupta, Snehal, Chatterjee, Sreemoyee, Sharma, Amita, Popolizio, Marina, Di Lecce, Vincenzo, Succi, Mariantonietta, Tremonte, Patrizio, Dario, Rita, Rathore, Vijay Singh, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Yang, Xin-She, editor, Sherratt, Simon, editor, Dey, Nilanjan, editor, and Joshi, Amit, editor

Published
2023
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2. Improving Classification Performance Using the Semi-pivoted QR Approximation Algorithm

Author

Popolizio, Marina, Amato, Alberto, Piuri, Vincenzo, Di Lecce, Vincenzo, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Rathore, Vijay Singh, editor, Sharma, Subhash Chander, editor, Tavares, Joao Manuel R.S., editor, Moreira, Catarina, editor, and Surendiran, B., editor

Published
2022
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3. Data preprocessing impact on machine learning algorithm performance

Author

Amato Alberto and Di Lecce Vincenzo

Subjects
data analysis, pca, spqr, fcm, Electronic computers. Computer science, QA75.5-76.95
Abstract

The popularity of artificial intelligence applications is on the rise, and they are producing better outcomes in numerous fields of research. However, the effectiveness of these applications relies heavily on the quantity and quality of data used. While the volume of data available has increased significantly in recent years, this does not always lead to better results, as the information content of the data is also important. This study aims to evaluate a new data preprocessing technique called semi-pivoted QR (SPQR) approximation for machine learning. This technique is designed for approximating sparse matrices and acts as a feature selection algorithm. To the best of our knowledge, it has not been previously applied to data preprocessing in machine learning algorithms. The study aims to evaluate the impact of SPQR on the performance of an unsupervised clustering algorithm and compare its results to those obtained using principal component analysis (PCA) as the preprocessing algorithm. The evaluation is conducted on various publicly available datasets. The findings suggest that the SPQR algorithm can produce outcomes comparable to those achieved using PCA without altering the original dataset.

Published
2023
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7. Related Work

Author

Amato, Alberto, Di Lecce, Vincenzo, Piuri, Vincenzo, Amato, Alberto, Di Lecce, Vincenzo, and Piuri, Vincenzo

Published
2013
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8. Semantic Analysis

Author

Amato, Alberto, Di Lecce, Vincenzo, Piuri, Vincenzo, Amato, Alberto, Di Lecce, Vincenzo, and Piuri, Vincenzo

Published
2013
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11. Introduction

Author

Amato, Alberto, Di Lecce, Vincenzo, Piuri, Vincenzo, Amato, Alberto, Di Lecce, Vincenzo, and Piuri, Vincenzo

Published
2013
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14. Conclusions

Author

Amato, Alberto, Di Lecce, Vincenzo, Piuri, Vincenzo, Amato, Alberto, Di Lecce, Vincenzo, and Piuri, Vincenzo

Published
2013
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15. Syntactic Pattern Recognition from Observations: A Hybrid Technique

Author

Di Lecce, Vincenzo, Calabrese, Marco, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Istrail, Sorin, editor, Pevzner, Pavel, editor, Waterman, Michael S., editor, Huang, De-Shuang, editor, Gan, Yong, editor, Premaratne, Prashan, editor, and Han, Kyungsook, editor

Published
2012
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16. Smart Sensors: A Holonic Perspective

Author

Di Lecce, Vincenzo, Calabrese, Marco, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Istrail, Sorin, editor, Pevzner, Pavel, editor, Waterman, Michael S., editor, Huang, De-Shuang, editor, Gan, Yong, editor, Premaratne, Prashan, editor, and Han, Kyungsook, editor

Published
2012
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17. On Designing Task-Oriented Intelligent Interfaces: An E-Mail Based Design Framework

Author

Calabrese, Marco, Di Lecce, Vincenzo, Soldo, Domenico, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Goebel, Randy, editor, Siekmann, Jörg, editor, Wahlster, Wolfgang, editor, Huang, De-Shuang, editor, Zhang, Xiang, editor, Reyes García, Carlos Alberto, editor, and Zhang, Lei, editor

Published
2010
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18. A Fuzzy Logic Based Approach to Feedback Reinforcement in Image Retrieval

Author

Di Lecce, Vincenzo, Amato, Alberto, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Huang, De-Shuang, editor, Jo, Kang-Hyun, editor, Lee, Hong-Hee, editor, Kang, Hee-Jun, editor, and Bevilacqua, Vitoantonio, editor

Published
2009
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19. A Semantic Lexicon-Based Approach for Sense Disambiguation and Its WWW Application

Author

Di Lecce, Vincenzo, Calabrese, Marco, Soldo, Domenico, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Goebel, Randy, editor, Siekmann, Jörg, editor, Wahlster, Wolfgang, editor, Huang, De-Shuang, editor, Jo, Kang-Hyun, editor, Lee, Hong-Hee, editor, Kang, Hee-Jun, editor, and Bevilacqua, Vitoantonio, editor

Published
2009
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28. Bigraph Theory for Distributed and Autonomous Cyber-Physical System Design

Author

Di Lecce, Vincenzo, Alberto, Amato, Alessandro, Quarto, and Marco, Minoia

Subjects
monitoring, Cyber-Physical Systems, Bigraph, Internet of Things, multi-agent system, Bigraph, Cyber-Physical Systems, Internet of Things, model checking, monitoring, multi-agent system, model checking
Published
2020

31. Conclusions

Author

Amato, Alberto, primary, Di Lecce, Vincenzo, additional, and Piuri, Vincenzo, additional

Published
2012
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32. Introduction

Author

Amato, Alberto, primary, Di Lecce, Vincenzo, additional, and Piuri, Vincenzo, additional

Published
2012
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34. Related Work

Author

Amato, Alberto, primary, Di Lecce, Vincenzo, additional, and Piuri, Vincenzo, additional

Published
2012
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45. RADON Project: From Children's Game To Intelligent Personal Dosimeter

Author

Scarcelli, Alessandra, primary, Borzone, Roberta, additional, Esposito, Flavia, additional, Camassa, Patrizia, additional, Di Gioia, Michele, additional, Marzocca, Cristoforo, additional, Rizzi, Maria, additional, Terlizzi, Michele, additional, Ricci, Mario, additional, Amato, Alberto, additional, Giove, Antonella, additional, Dario, Rita, additional, Popolizio, Marina, additional, Politi, Tiziano, additional, and Di Lecce, Vincenzo, additional

Published
2020
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48. RADON project: an innovative system to manage gas radon in civil buildings

Author

Amato, Alberto, primary, Calienno, Roberto, additional, Dario, Rita, additional, Di Lecce, Vincenzo, additional, Guaragnella, Cataldo, additional, Marzocca, Cristoforo, additional, Popolizio, Marina, additional, Quarto, Alessandro, additional, Recchia, Ivano, additional, Soldo, Domenico, additional, and Rizzi, Maria, additional

Published
2019
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