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619 results on '"Ferilli, Stefano"'

1. The World Literature Knowledge Graph

Author

Stranisci, Marco Antonio, Bernasconi, Eleonora, Patti, Viviana, Ferilli, Stefano, Ceriani, Miguel, and Damiano, Rossana

Subjects
Computer Science - Digital Libraries, Computer Science - Computation and Language
Abstract

Digital media have enabled the access to unprecedented literary knowledge. Authors, readers, and scholars are now able to discover and share an increasing amount of information about books and their authors. However, these sources of knowledge are fragmented and do not adequately represent non-Western writers and their works. In this paper we present The World Literature Knowledge Graph, a semantic resource containing 194,346 writers and 965,210 works, specifically designed for exploring facts about literary works and authors from different parts of the world. The knowledge graph integrates information about the reception of literary works gathered from 3 different communities of readers, aligned according to a single semantic model. The resource is accessible through an online visualization platform, which can be found at the following URL: https://literaturegraph.di.unito.it/. This platform has been rigorously tested and validated by $3$ distinct categories of experts who have found it to be highly beneficial for their respective work domains. These categories include teachers, researchers in the humanities, and professionals in the publishing industry. The feedback received from these experts confirms that they can effectively utilize the platform to enhance their work processes and achieve valuable outcomes.

Published
2023

3. The World Literature Knowledge Graph

Author

Stranisci, Marco Antonio, primary, Bernasconi, Eleonora, additional, Patti, Viviana, additional, Ferilli, Stefano, additional, Ceriani, Miguel, additional, and Damiano, Rossana, additional

Published
2023
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4. Holistic Graph-Based Representation and AI for Digital Library Management

Author

Ferilli, Stefano, 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, Silvello, Gianmaria, editor, Corcho, Oscar, editor, Manghi, Paolo, editor, Di Nunzio, Giorgio Maria, editor, Golub, Koraljka, editor, Ferro, Nicola, editor, and Poggi, Antonella, editor

Published
2022
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5. Functionality and Architecture for a Platform for Independent Learners: KEPLAIR

Author

Ferilli, Stefano, Redavid, Domenico, Di Pierro, Davide, Loop, Liza, 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, Abraham, Ajith, editor, Gandhi, Niketa, editor, Hanne, Thomas, editor, Hong, Tzung-Pei, editor, Nogueira Rios, Tatiane, editor, and Ding, Weiping, editor

Published
2022
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6. An Ontology and Knowledge Graph Infrastructure for Digital Library Knowledge Representation

Author

Ferilli, Stefano, Redavid, Domenico, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Kotenko, Igor, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Barbosa, Simone Diniz Junqueira, Founding Editor, Ceci, Michelangelo, editor, Ferilli, Stefano, editor, and Poggi, Antonella, editor

Published
2020
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8. Introducing General Argumentation Frameworks and Their Use

Author

Ferilli, Stefano, 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, Baldoni, Matteo, editor, and Bandini, Stefania, editor

Published
2021
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13. The GraphBRAIN System for Knowledge Graph Management and Advanced Fruition

Author

Ferilli, Stefano, Redavid, Domenico, 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, Helic, Denis, editor, Leitner, Gerhard, editor, Stettinger, Martin, editor, Felfernig, Alexander, editor, and Raś, Zbigniew W., editor

Published
2020
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14. A Process Mining Approach to the Identification of Normal and Suspect Traffic Behavior

Author

Ferilli, Stefano, Redavid, Domenico, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Leuzzi, Fabio, editor, and Ferilli, Stefano, editor

Published
2018
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15. Towards a Process Mining Approach to Grammar Induction for Digital Libraries : Syntax Checking and Style Analysis

Author

Ferilli, Stefano, Angelastro, Sergio, Barbosa, Simone Diniz Junqueira, Series Editor, Filipe, Joaquim, Series Editor, Kotenko, Igor, Series Editor, Sivalingam, Krishna M., Series Editor, Washio, Takashi, Series Editor, Yuan, Junsong, Series Editor, Zhou, Lizhu, Series Editor, Ghosh, Ashish, Series Editor, Manghi, Paolo, editor, Candela, Leonardo, editor, and Silvello, Gianmaria, editor

Published
2019
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18. A Study on the Classification of Layout Components for Newspapers

Author

Ferilli, Stefano, Esposito, Floriana, Redavid, Domenico, Chen, Phoebe, Series editor, Du, Xiaoyong, Series editor, Filipe, Joaquim, Series editor, Kara, Orhun, Series editor, Kotenko, Igor, Series editor, Liu, Ting, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, Agosti, Maristella, editor, Bertini, Marco, editor, Ferilli, Stefano, editor, Marinai, Simone, editor, and Orio, Nicola, editor

Published
2017
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19. Towards Sentiment and Emotion Analysis of User Feedback for Digital Libraries

Author

Ferilli, Stefano, De Carolis, Berardina, Redavid, Domenico, Esposito, Floriana, Chen, Phoebe, Series editor, Du, Xiaoyong, Series editor, Filipe, Joaquim, Series editor, Kara, Orhun, Series editor, Kotenko, Igor, Series editor, Liu, Ting, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, Agosti, Maristella, editor, Bertini, Marco, editor, Ferilli, Stefano, editor, Marinai, Simone, editor, and Orio, Nicola, editor

Published
2017
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20. A Similarity-Based Abstract Argumentation Approach to Extractive Text Summarization

Author

Ferilli, Stefano, Pazienza, Andrea, Angelastro, Sergio, Suglia, Alessandro, 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, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Esposito, Floriana, editor, Basili, Roberto, editor, Ferilli, Stefano, editor, and Lisi, Francesca A., editor

Published
2017
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24. On Frequency-Based Approaches to Learning Stopwords and the Reliability of Existing Resources — A Study on Italian Language

Author

Ferilli, Stefano, Esposito, Floriana, Barbosa, Simone Diniz Junqueira, Series editor, Chen, Phoebe, Series editor, Filipe, Joaquim, Series editor, Kotenko, Igor, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, Yuan, Junsong, Series editor, Zhou, Lizhu, Series editor, Serra, Giuseppe, editor, and Tasso, Carlo, editor

Published
2018
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25. A Graphic Matching Process for Searching and Retrieving Information in Digital Libraries of Manuscripts

Author

Barbuti, Nicola, Caldarola, Tommaso, Ferilli, Stefano, Barbosa, Simone Diniz Junqueira, Series editor, Chen, Phoebe, Series editor, Filipe, Joaquim, Series editor, Kotenko, Igor, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, Yuan, Junsong, Series editor, Zhou, Lizhu, Series editor, Serra, Giuseppe, editor, and Tasso, Carlo, editor

Published
2018
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26. Density Estimators for Positive-Unlabeled Learning

Author

Basile, Teresa M. A., Di Mauro, Nicola, Esposito, Floriana, Ferilli, Stefano, Vergari, Antonio, 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, Pandu Rangan, C., Series Editor, Steffen, Bernhard, Series Editor, Terzopoulos, Demetri, Series Editor, Tygar, Doug, Series Editor, Weikum, Gerhard, Series Editor, Appice, Annalisa, editor, Loglisci, Corrado, editor, Manco, Giuseppe, editor, Masciari, Elio, editor, and Ras, Zbigniew W., editor

Published
2018
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27. Exploring Abstract Argumentation-Based Approaches to Tackle Inconsistent Observations in Inductive Logic Programming

Author

Pazienza, Andrea, Ferilli, Stefano, 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, Pandu Rangan, C., Series Editor, Steffen, Bernhard, Series Editor, Terzopoulos, Demetri, Series Editor, Tygar, Doug, Series Editor, Ghidini, Chiara, editor, Magnini, Bernardo, editor, Passerini, Andrea, editor, and Traverso, Paolo, editor

Published
2018
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28. Unsupervised LSTMs-based Learning for Anomaly Detection in Highway Traffic Data

Author

Di Mauro, Nicola, Ferilli, Stefano, 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, Pandu Rangan, C., Series Editor, Steffen, Bernhard, Series Editor, Terzopoulos, Demetri, Series Editor, Tygar, Doug, Series Editor, Weikum, Gerhard, Series Editor, Ceci, Michelangelo, editor, Japkowicz, Nathalie, editor, Liu, Jiming, editor, Papadopoulos, George A., editor, and Raś, Zbigniew W., editor

Published
2018
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29. GRASP and path-relinking for Coalition Structure Generation

Author

Di Mauro, Nicola, Basile, Teresa M. A., Ferilli, Stefano, and Esposito, Floriana

Subjects
Computer Science - Artificial Intelligence
Abstract

In Artificial Intelligence with Coalition Structure Generation (CSG) one refers to those cooperative complex problems that require to find an optimal partition, maximising a social welfare, of a set of entities involved in a system into exhaustive and disjoint coalitions. The solution of the CSG problem finds applications in many fields such as Machine Learning (covering machines, clustering), Data Mining (decision tree, discretization), Graph Theory, Natural Language Processing (aggregation), Semantic Web (service composition), and Bioinformatics. The problem of finding the optimal coalition structure is NP-complete. In this paper we present a greedy adaptive search procedure (GRASP) with path-relinking to efficiently search the space of coalition structures. Experiments and comparisons to other algorithms prove the validity of the proposed method in solving this hard combinatorial problem.

Published
2011

30. Analysing the behaviour of robot teams through relational sequential pattern mining

Author

Bombini, Grazia, Ros, Raquel, Ferilli, Stefano, and de Mantaras, Ramon Lopez

Subjects
Computer Science - Artificial Intelligence, Computer Science - Learning, Computer Science - Multiagent Systems
Abstract

This report outlines the use of a relational representation in a Multi-Agent domain to model the behaviour of the whole system. A desired property in this systems is the ability of the team members to work together to achieve a common goal in a cooperative manner. The aim is to define a systematic method to verify the effective collaboration among the members of a team and comparing the different multi-agent behaviours. Using external observations of a Multi-Agent System to analyse, model, recognize agent behaviour could be very useful to direct team actions. In particular, this report focuses on the challenge of autonomous unsupervised sequential learning of the team's behaviour from observations. Our approach allows to learn a symbolic sequence (a relational representation) to translate raw multi-agent, multi-variate observations of a dynamic, complex environment, into a set of sequential behaviours that are characteristic of the team in question, represented by a set of sequences expressed in first-order logic atoms. We propose to use a relational learning algorithm to mine meaningful frequent patterns among the relational sequences to characterise team behaviours. We compared the performance of two teams in the RoboCup four-legged league environment, that have a very different approach to the game. One uses a Case Based Reasoning approach, the other uses a pure reactive behaviour., Comment: 25 pages

Published
2010

31. Feature Construction for Relational Sequence Learning

Author

Di Mauro, Nicola, Basile, Teresa M. A., Ferilli, Stefano, and Esposito, Floriana

Subjects
Computer Science - Artificial Intelligence, Computer Science - Learning
Abstract

We tackle the problem of multi-class relational sequence learning using relevant patterns discovered from a set of labelled sequences. To deal with this problem, firstly each relational sequence is mapped into a feature vector using the result of a feature construction method. Since, the efficacy of sequence learning algorithms strongly depends on the features used to represent the sequences, the second step is to find an optimal subset of the constructed features leading to high classification accuracy. This feature selection task has been solved adopting a wrapper approach that uses a stochastic local search algorithm embedding a naive Bayes classifier. The performance of the proposed method applied to a real-world dataset shows an improvement when compared to other established methods, such as hidden Markov models, Fisher kernels and conditional random fields for relational sequences., Comment: 15 pages

Published
2010

32. GRASP for the Coalition Structure Formation Problem

Author

Di Mauro, Nicola, Basile, Teresa M. A., Ferilli, Stefano, and Esposito, Floriana

Subjects
Computer Science - Artificial Intelligence, Computer Science - Multiagent Systems
Abstract

The coalition structure formation problem represents an active research area in multi-agent systems. A coalition structure is defined as a partition of the agents involved in a system into disjoint coalitions. The problem of finding the optimal coalition structure is NP-complete. In order to find the optimal solution in a combinatorial optimization problem it is theoretically possible to enumerate the solutions and evaluate each. But this approach is infeasible since the number of solutions often grows exponentially with the size of the problem. In this paper we present a greedy adaptive search procedure (GRASP) to efficiently search the space of coalition structures in order to find an optimal one. Experiments and comparisons to other algorithms prove the validity of the proposed method in solving this hard combinatorial problem., Comment: 12 pages, Submitted to an International Conference

Published
2010

38. Language Identification as Process Prediction Using WoMan

Author

Ferilli, Stefano, Esposito, Floriana, Redavid, Domenico, Angelastro, Sergio, Barbosa, Simone Diniz Junqueira, Series editor, Chen, Phoebe, Series editor, Filipe, Joaquim, Series editor, Kotenko, Igor, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, Yuan, Junsong, Series editor, Zhou, Lizhu, Series editor, Grana, Costantino, editor, and Baraldi, Lorenzo, editor

Published
2017
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39. Activity Prediction in Process Management Using the WoMan Framework

Author

Ferilli, Stefano, Redavid, Domenico, Angelastro, Sergio, 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, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, and Perner, Petra, editor

Published
2017
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40. Mining Chess Playing as a Complex Process

Author

Ferilli, Stefano, Angelastro, Sergio, 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, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Appice, Annalisa, editor, Ceci, Michelangelo, editor, Loglisci, Corrado, editor, Masciari, Elio, editor, and Raś, Zbigniew W., editor

Published
2017
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41. A Statistical Approach to Speaker Identification in Forensic Phonetics

Author

Leuzzi, Fabio, Tessitore, Giovanni, Delfino, Stefano, Fusco, Claudio, Gneo, Massimo, Zambonini, Gianpaolo, Ferilli, Stefano, 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, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Appice, Annalisa, editor, Ceci, Michelangelo, editor, Loglisci, Corrado, editor, Masciari, Elio, editor, and Raś, Zbigniew W., editor

Published
2017
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42. Extended Process Models for Activity Prediction

Author

Ferilli, Stefano, Esposito, Floriana, Redavid, Domenico, Angelastro, Sergio, 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, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Kryszkiewicz, Marzena, editor, Appice, Annalisa, editor, Ślęzak, Dominik, editor, Rybinski, Henryk, editor, Skowron, Andrzej, editor, and Raś, Zbigniew W., editor

Published
2017
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43. On the Gradual Acceptability of Arguments in Bipolar Weighted Argumentation Frameworks with Degrees of Trust

Author

Pazienza, Andrea, Ferilli, Stefano, Esposito, Floriana, 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, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Kryszkiewicz, Marzena, editor, Appice, Annalisa, editor, Ślęzak, Dominik, editor, Rybinski, Henryk, editor, Skowron, Andrzej, editor, and Raś, Zbigniew W., editor

Published
2017
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44. An Expert System Approach to Eating Disorder Diagnosis

Author

Ferilli, Stefano, Ferilli, Anna Maria, Esposito, Floriana, Redavid, Domenico, Angelastro, Sergio, 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, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Kryszkiewicz, Marzena, editor, Appice, Annalisa, editor, Ślęzak, Dominik, editor, Rybinski, Henryk, editor, Skowron, Andrzej, editor, and Raś, Zbigniew W., editor

Published
2017
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45. An Intelligent Agent Architecture for Smart Environments

Author

Ferilli, Stefano, De Carolis, Berardina, Redavid, Domenico, 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, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Esposito, Floriana, editor, Pivert, Olivier, editor, Hacid, Mohand-Said, editor, Rás, Zbigniew W., editor, and Ferilli, Stefano, editor

Published
2015
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46. Improving Speech-Based Human Robot Interaction with Emotion Recognition

Author

De Carolis, Berardina, Ferilli, Stefano, Palestra, Giuseppe, 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, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Esposito, Floriana, editor, Pivert, Olivier, editor, Hacid, Mohand-Said, editor, Rás, Zbigniew W., editor, and Ferilli, Stefano, editor

Published
2015
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47. WPI: Markov Logic Network-Based Statistical Predicate Invention

Author

Ferilli, Stefano, Fatiguso, Giuseppe, 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, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Esposito, Floriana, editor, Pivert, Olivier, editor, Hacid, Mohand-Said, editor, Rás, Zbigniew W., editor, and Ferilli, Stefano, editor

Published
2015
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