Salvatore Carta
Orcid: 0000-0001-9481-511X
According to our database1,
Salvatore Carta
authored at least 132 papers
between 1999 and 2024.
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Bibliography
2024
Enhancing workplace safety: A flexible approach for personal protective equipment monitoring.
Expert Syst. Appl., March, 2024
2023
Influencing brain waves by evoked potentials as biometric approach: taking stock of the last six years of research.
Neural Comput. Appl., June, 2023
Multim. Tools Appl., February, 2023
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023
Empowering Digital Transformation in Tourism through Intelligent Methods for Representation and Exploitation of Cultural Heritage Knowledge (full paper).
Proceedings of the 2nd Workshop on Artificial Intelligence for Cultural Heritage (IAI4CH 2023) co-located with the 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023), 2023
2022
Softw. Impacts, December, 2022
User Model. User Adapt. Interact., 2022
Fully-automated deep learning pipeline for segmentation and classification of breast ultrasound images.
J. Comput. Sci., 2022
Expert Syst. Appl., 2022
IEEE Access, 2022
Brain Waves and Evoked Potentials as Biometric User Identification Strategy: An Affordable Low-cost Approach.
Proceedings of the 19th International Conference on Security and Cryptography, 2022
Proceedings of the 19th International Conference on Security and Cryptography, 2022
Proceedings of the Machine Learning, Optimization, and Data Science, 2022
Smart Contracts for Certified and Sustainable Safety-Critical Continuous Monitoring Applications.
Proceedings of the Advances in Databases and Information Systems, 2022
2021
Event detection in finance using hierarchical clustering algorithms on news and tweets.
PeerJ Comput. Sci., 2021
Credit scoring by leveraging an ensemble stochastic criterion in a transformed feature space.
Prog. Artif. Intell., 2021
Wireless Internet, Multimedia, and Artificial Intelligence: New Applications and Infrastructures.
Future Internet, 2021
Expert Syst. Appl., 2021
A multi-layer and multi-ensemble stock trader using deep learning and deep reinforcement learning.
Appl. Intell., 2021
IEEE Access, 2021
Explainable Machine Learning Exploiting News and Domain-Specific Lexicon for Stock Market Forecasting.
IEEE Access, 2021
Proceedings of the 19th IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2021
Proceedings of the Machine Learning, Optimization, and Data Science, 2021
A Big Data framework based on Apache Spark for Industry-specific Lexicon Generation for Stock Market Prediction.
Proceedings of the ICFNDS 2021: The 5th International Conference on Future Networks & Distributed Systems, Dubai United Arab Emirates, December 15, 2021
A Deep Learning Solution for Integrated Traffic Control Through Automatic License Plate Recognition.
Proceedings of the Computational Science and Its Applications - ICCSA 2021, 2021
From Payment Services Directive 2 (PSD2) to Credit Scoring: A Case Study on an Italian Banking Institution.
Proceedings of the 13th International Joint Conference on Knowledge Discovery, 2021
2020
Modeling real-time data and contextual information from workouts in eCoaching platforms to predict users' sharing behavior on Facebook.
User Model. User Adapt. Interact., 2020
IEEE CAA J. Autom. Sinica, 2020
Future Gener. Comput. Syst., 2020
Eng. Appl. Artif. Intell., 2020
Proceedings of the 16th International Conference on Web Information Systems and Technologies, 2020
Proceedings of the 16th International Conference on Web Information Systems and Technologies, 2020
A General Approach for Risk Controlled Trading Based on Machine Learning and Statistical Arbitrage.
Proceedings of the Machine Learning, Optimization, and Data Science, 2020
Proceedings of the Machine Learning, Optimization, and Data Science, 2020
HawkEye: a Visual Framework for Agile Cross-Validation of Deep Learning Approaches in Financial Forecasting.
Proceedings of the ICFNDS '20: The 4th International Conference on Future Networks and Distributed Systems, 2020
Proceedings of the 12th International Joint Conference on Knowledge Discovery, 2020
Proceedings of the AVI '20: International Conference on Advanced Visual Interfaces, Island of Ischia, Italy, September 28, 2020
2019
Fraud detection for E-commerce transactions by employing a prudential Multiple Consensus model.
J. Inf. Secur. Appl., 2019
Forecasting E-Commerce Products Prices by Combining an Autoregressive Integrated Moving Average (ARIMA) Model and Google Trends Data.
Future Internet, 2019
Evaluating the benefits of using proactive transformed-domain-based techniques in fraud detection tasks.
Future Gener. Comput. Syst., 2019
A Holistic Auto-Configurable Ensemble Machine Learning Strategy for Financial Trading.
Comput., 2019
Internet of Entities (IoE): A Blockchain-based Distributed Paradigm for Data Exchange between Wireless-based Devices.
Proceedings of the 8th International Conference on Sensor Networks, 2019
A Discretized Extended Feature Space (DEFS) Model to Improve the Anomaly Detection Performance in Network Intrusion Detection Systems.
Proceedings of the 11th International Joint Conference on Knowledge Discovery, 2019
A Discretized Enriched Technique to Enhance Machine Learning Performance in Credit Scoring.
Proceedings of the 11th International Joint Conference on Knowledge Discovery, 2019
Proceedings of the Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2019
A Supervised Multi-class Multi-label Word Embeddings Approach for Toxic Comment Classification.
Proceedings of the 11th International Joint Conference on Knowledge Discovery, 2019
2018
Behavioral data mining to produce novel and serendipitous friend recommendations in a social bookmarking system.
Inf. Syst. Frontiers, 2018
Inf. Syst. Frontiers, 2018
Recommender System Lets Coaches Identify and Help Athletes Who Begin Losing Motivation.
Computer, 2018
NewsVallum: Semantics-Aware Text and Image Processing for Fake News Detection system.
Proceedings of the 26th Italian Symposium on Advanced Database Systems, 2018
Proceedings of the 3rd International Workshop on Health Recommender Systems, 2018
Proceedings of the 2nd International Conference on Digital Signal Processing, 2018
A Probabilistic-driven Ensemble Approach to Perform Event Classification in Intrusion Detection System.
Proceedings of the 10th International Joint Conference on Knowledge Discovery, 2018
Employing Document Embeddings to Solve the "New Catalog" Problem in User Targeting, and Provide Explanations to the Users.
Proceedings of the Advances in Information Retrieval, 2018
2017
An e-coaching ecosystem: design and effectiveness analysis of the engagement of remote coaching on athletes.
Pers. Ubiquitous Comput., 2017
The role of social interaction on users motivation to exercise: A persuasive web framework to enhance the self-management of a healthy lifestyle.
Pervasive Mob. Comput., 2017
Popularity Does Not Always Mean Triviality: Introduction of Popularity Criteria to Improve the Accuracy of a Recommender System.
J. Comput., 2017
Investigating the role of the rating prediction task in granularity-based group recommender systems and big data scenarios.
Inf. Sci., 2017
Semantics-aware content-based recommender systems: Design and architecture guidelines.
Neurocomputing, 2017
Evaluating Credit Card Transactions in the Frequency Domain for a Proactive Fraud Detection Approach.
Proceedings of the 14th International Joint Conference on e-Business and Telecommunications (ICETE 2017), 2017
Recommendation in Persuasive eHealth Systems: an Effective Strategy to Spot Users' Losing Motivation to Exercise.
Proceedings of the 2nd International Workshop on Health Recommender Systems co-located with the 11th International Conference on Recommender Systems (RecSys 2017), 2017
Proceedings of the 2nd International Conference on Internet of Things, 2017
Proceedings of the 1st International Conference on Internet of Things and Machine Learning, 2017
Second workshop on engineering computer-human interaction in recommender systems (EnCHIReS).
Proceedings of the ACM SIGCHI Symposium on Engineering Interactive Computing Systems, 2017
2016
Knowl. Based Syst., 2016
A semantic approach to remove incoherent items from a user profile and improve the accuracy of a recommender system.
J. Intell. Inf. Syst., 2016
Future Internet, 2016
Binary sieves: Toward a semantic approach to user segmentation for behavioral targeting.
Future Gener. Comput. Syst., 2016
Discovery and representation of the preferences of automatically detected groups: Exploiting the link between group modeling and clustering.
Future Gener. Comput. Syst., 2016
IEEE Intell. Syst., 2016
Representing Items as Word-Embedding Vectors and Generating Recommendations by Measuring their Linear Independence.
Proceedings of the Poster Track of the 10th ACM Conference on Recommender Systems (RecSys 2016), 2016
A Tool to Analyze the Reading Behavior of the Users in a Mobile Digital Publishing Platform.
Proceedings of the 2nd International Workshop on Knowledge Discovery on the WEB, 2016
Proceedings of the Research and Practical Issues of Enterprise Information Systems, 2016
Proceedings of the Human-Centered and Error-Resilient Systems Development, 2016
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016
Proceedings of the Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2016
Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2016) - Volume 1: KDIR, Porto - Portugal, November 9, 2016
Exploiting the Evaluation Frequency of the Items to Enhance the Recommendation Accuracy.
Proceedings of the Global Summit on Computer & Information Technology, 2016
Proceedings of the Global Summit on Computer & Information Technology, 2016
Proceedings of the 8th ACM SIGCHI Symposium on Engineering Interactive Computing Systems, 2016
Improving the Accuracy of Latent-space-based Recommender Systems by Introducing a Cut-off Criterion.
Proceedings of the Workshop on Engineering Computer-Human Interaction in Recommender Systems co-located with the eight ACM SIGCHI Symposium on Engineering Interactive Computing Systems, 2016
2015
Int. J. Mach. Learn. Cybern., 2015
The rating prediction task in a group recommender system that automatically detects groups: architectures, algorithms, and performance evaluation.
J. Intell. Inf. Syst., 2015
Multiple Behavioral Models: A Divide and Conquer Strategy to Fraud Detection in Financial Data Streams.
Proceedings of the KDIR 2015, 2015
A Latent Semantic Pattern Recognition Strategy for an Untrivial Targeted Advertising.
Proceedings of the 2015 IEEE International Congress on Big Data, New York City, NY, USA, June 27, 2015
2014
Modeling the Preferences of a Group of Users Detected by Clustering: a Group Recommendation Case-Study.
Proceedings of the 4th International Conference on Web Intelligence, 2014
Using Collaborative Filtering to Overcome the Curse of Dimensionality when Clustering Users in a Group Recommender System.
Proceedings of the ICEIS 2014, 2014
Proceedings of the KDIR 2014 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Rome, Italy, 21, 2014
Proceedings of the Universal Access in Human-Computer Interaction. Design for All and Accessibility Practice, 2014
Proceedings of the Data Warehousing and Knowledge Discovery, 2014
Using Behavioral Data Mining to Produce Friend Recommendations in a Social Bookmarking System.
Proceedings of the Data Management Technologies and Applications, 2014
Mining User Behavior in a Social Bookmarking System - A Delicious Friend Recommender System.
Proceedings of the DATA 2014, 2014
2013
Assessing the User Experience Design as a Persuasive Methodology in a Real World Sport Application.
Proceedings of the 11th International Conference on Advances in Mobile Computing & Multimedia, 2013
Using new communication technologies and social media interaction to improve the motivation of users to exercise.
Proceedings of the Second International Conference on Future Generation Communication Technologies (FGCT 2013), 2013
Linking Human-Computer Interaction with the Social Web: A web application to improve motivation in the exercising activity of users.
Proceedings of the IEEE 4th International Conference on Cognitive Infocommunications, 2013
2011
State-of-the-Art in Group Recommendation and New Approaches for Automatic Identification of Groups.
Proceedings of the Information Retrieval and Mining in Distributed Environments, 2011
Everywhere run: a virtual personal trainer for supporting people in their running activity.
Proceedings of the 8th International Conference on Advances in Computer Entertainment Technology, 2011
2010
Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010
Groups Identification and Individual Recommendations in Group Recommendation Algorithms.
Proceedings of the Workshop on the Practical Use of Recommender Systems, 2010
2009
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2009
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2009
Proceedings of the 2009 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2009
Proceedings of the E-Commerce and Web Technologies, 10th International Conference, 2009
2008
Assessing Task Migration Impact on Embedded Soft Real-Time Streaming Multimedia Applications.
EURASIP J. Embed. Syst., 2008
Proceedings of the 11th Euromicro Conference on Digital System Design: Architectures, 2008
Proceedings of the Design, Automation and Test in Europe, 2008
2007
VLSI Design, 2007
Synthesis of Predictable Networks-on-Chip-Based Interconnect Architectures for Chip Multiprocessors.
IEEE Trans. Very Large Scale Integr. Syst., 2007
ACM Trans. Embed. Comput. Syst., 2007
A Layout-Aware Analysis of Networks-on-Chip and Traditional Interconnects for MPSoCs.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2007
MiGra: A Task Migration Algorithm for Reducing Temperature Gradient in Multiprocessor Systems on Chip.
Proceedings of the International Symposium on System-on-Chip, 2007
Multi-processor operating system emulation framework with thermal feedback for systems-on-chip.
Proceedings of the 17th ACM Great Lakes Symposium on VLSI 2007, 2007
Impact of Task Migration on Streaming Multimedia for Embedded Multiprocessors: A Quantitative Evaluation.
Proceedings of the 2007 5th Workshop on Embedded Systems for Real-Time Multimedia, 2007
On the impact of serialization on the cache performances in Network-on-Chip based MPSoCs.
Proceedings of the Tenth Euromicro Conference on Digital System Design: Architectures, 2007
2006
J. VLSI Signal Process., 2006
Proceedings of the VLSI-SoC: Research Trends in VLSI and Systems on Chip, 2006
Designing Message-Dependent Deadlock Free Networks on Chips for Application-Specific Systems on Chips.
Proceedings of the IFIP VLSI-SoC 2006, 2006
Proceedings of the International Symposium on Industrial Embedded Systems, 2006
Proceedings of the International Symposium on Industrial Embedded Systems, 2006
Proceedings of the 1st International ICST Conference on Nano-Networks, 2006
Proceedings of the 1st International ICST Conference on Nano-Networks, 2006
Proceedings of the 2006 International Conference on Computer-Aided Design, 2006
Automatic Application Partitioning on FPGA/CPU Systems Based on Detailed Low-Level Information.
Proceedings of the Ninth Euromicro Conference on Digital System Design: Architectures, Methods and Tools (DSD 2006), 30 August, 2006
Proceedings of the Conference on Design, Automation and Test in Europe, 2006
A control theoretic approach to run-time energy optimization of pipelined processing in MPSoCs.
Proceedings of the Conference on Design, Automation and Test in Europe, 2006
2005
Networks on Chips: A Synthesis Perspective.
Proceedings of the Parallel Computing: Current & Future Issues of High-End Computing, 2005
Proceedings of the 2005 Design, 2005
2002
Processing time saving in low power voice coding applications using synchronous reconfigurable co-processing architecture.
Proceedings of the 2002 9th IEEE International Conference on Electronics, 2002
1999
A modular digital VLSI architecture for stereo depth estimation in industrial applications.
Proceedings of the 1999 International Symposium on Circuits and Systems, ISCAS 1999, Orlando, Florida, USA, May 30, 1999