Gianni Fenu
Orcid: 0000-0003-4668-2476
According to our database1,
Gianni Fenu
authored at least 166 papers
between 2008 and 2024.
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Bibliography
2024
Optimizing Tourism Accommodation Offers by Integrating Language Models and Knowledge Graph Technologies.
Inf., July, 2024
FRCSyn-onGoing: Benchmarking and comprehensive evaluation of real and synthetic data to improve face recognition systems.
Inf. Fusion, 2024
A comparative analysis of knowledge injection strategies for large language models in the scholarly domain.
Eng. Appl. Artif. Intell., 2024
CARgram: CNN-based accident recognition from road sounds through intensity-projected spectrogram analysis.
Digit. Signal Process., 2024
The Impact of Balancing Real and Synthetic Data on Accuracy and Fairness in Face Recognition.
CoRR, 2024
FRCSyn Challenge at WACV 2024: Face Recognition Challenge in the Era of Synthetic Data.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2024
Charting the Landscape of Digital Health: Towards A Knowledge Graph Approach to News Media Analysis.
Proceedings of the Adjunct Proceedings of the 32nd ACM Conference on User Modeling, 2024
Proceedings of the Adjunct Proceedings of the 32nd ACM Conference on User Modeling, 2024
Proceedings of the Adjunct Proceedings of the 32nd ACM Conference on User Modeling, 2024
Proceedings of the Joint proceedings of the 3rd International workshop on knowledge graph generation from text (TEXT2KG) and Data Quality meets Machine Learning and Knowledge Graphs (DQMLKG) co-located with the Extended Semantic Web Conference ( ESWC 2024), 2024
Proceedings of the 18th ACM Conference on Recommender Systems, 2024
KGGLM: A Generative Language Model for Generalizable Knowledge Graph Representation Learning in Recommendation.
Proceedings of the 18th ACM Conference on Recommender Systems, 2024
Proceedings of the Artificial Intelligence with and for Learning Sciences. Past, Present, and Future Horizons, 2024
Comprehensive Assessment of Robustness in Fairness of GNN-based Recommender Systems against Attacks.
Proceedings of the 14th Italian Information Retrieval Workshop, 2024
If It's Not Enough, Make It So: Reducing Authentic Data Demand in Face Recognition through Synthetic Faces.
Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024
Proceedings of the Advances in Information Retrieval, 2024
Proceedings of the Advances in Information Retrieval, 2024
Second Edition FRCSyn Challenge at CVPR 2024: Face Recognition Challenge in the Era of Synthetic Data.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
EDGE: A Conversational Interface driven by Large Language Models for Educational Knowledge Graphs Exploration.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 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
IEEE J. Sel. Top. Signal Process., May, 2023
Causal reasoning for algorithmic fairness in voice controlled cyber-physical systems.
Pattern Recognit. Lett., April, 2023
Reinforcement recommendation reasoning through knowledge graphs for explanation path quality.
Knowl. Based Syst., 2023
Inf. Process. Manag., 2023
Faithful Path Language Modelling for Explainable Recommendation over Knowledge Graph.
CoRR, 2023
GNNUERS: Fairness Explanation in GNNs for Recommendation via Counterfactual Reasoning.
CoRR, 2023
IEEE Access, 2023
Proceedings of the 6th IEEE/ACM International Workshop on Emerging Trends in Software Engineering for Blockchain, 2023
Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization, 2023
Proceedings of the 17th ACM Conference on Recommender Systems, 2023
Do Not Trust a Model Because It is Confident: Uncovering and Characterizing Unknown Unknowns to Student Success Predictors in Online-Based Learning.
Proceedings of the LAK 2023: 13th International Learning Analytics and Knowledge Conference, 2023
Brain Waves Combined with Evoked Potentials as Biometric Approach for User Identification: A Survey.
Proceedings of the Intelligent Systems and Applications, 2023
Proceedings of the 13th Italian Information Retrieval Workshop (IIR 2023), 2023
Knowledge-aware Recommendations: Exploring the Interplay between Utility, Explanation Quality, and Fairness in Path Reasoning Methods.
Proceedings of the 13th Italian Information Retrieval Workshop (IIR 2023), 2023
Proceedings of the 13th Italian Information Retrieval Workshop (IIR 2023), 2023
Proceedings of the 13th Italian Information Retrieval Workshop (IIR 2023), 2023
Proceedings of the IEEE International Joint Conference on Biometrics, 2023
Knowledge is Power, Understanding is Impact: Utility and Beyond Goals, Explanation Quality, and Fairness in Path Reasoning Recommendation.
Proceedings of the Advances in Information Retrieval, 2023
Enhancing Scholarly Understanding: A Comparison of Knowledge Injection Strategies in Large Language Models.
Proceedings of the Workshop on Deep Learning for Knowledge Graphs (DL4KG 2023) co-located with the 21th International Semantic Web Conference (ISWC 2023), 2023
Enhancing Large Language Models with Knowledge Graphs for Classification Tasks in the Tourism Domain.
Proceedings of the Workshop on Deep Learning for Knowledge Graphs (DL4KG 2023) co-located with the 21th International Semantic Web Conference (ISWC 2023), 2023
Counterfactual Graph Augmentation for Consumer Unfairness Mitigation in Recommender Systems.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023
Proceedings of the IEEE International Conference on Big Data, 2023
Proceedings of the Advances in Bias and Fairness in Information Retrieval, 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
<i>XRecSys</i>: A framework for path reasoning quality in explainable recommendation.
Softw. Impacts, December, 2022
Fully-automated deep learning pipeline for segmentation and classification of breast ultrasound images.
J. Comput. Sci., 2022
Int. J. Organ. Collect. Intell., 2022
Guest Editorial of the FGCS Special Issue on Advances in Intelligent Systems for Online Education.
Future Gener. Comput. Syst., 2022
Equality of Learning Opportunity via Individual Fairness in Personalized Recommendations.
Int. J. Artif. Intell. Educ., 2022
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022
Post Processing Recommender Systems with Knowledge Graphs for Recency, Popularity, and Diversity of Explanations.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 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 RecSys '22: Sixteenth ACM Conference on Recommender Systems, Seattle, WA, USA, September 18, 2022
Recency, Popularity, and Diversity of Explanations in Knowledge-based Recommendation.
Proceedings of the 12th Italian Information Retrieval Workshop 2022, 2022
Proceedings of the IEEE International Joint Conference on Biometrics, 2022
Supporting Instructors with Course Attendance and Quality Prediction in Synchronous Learning.
Proceedings of the Higher Education Learning Methodologies and Technologies Online, 2022
The More Secure, The Less Equally Usable: Gender and Ethnicity (Un)fairness of Deep Face Recognition along Security Thresholds.
Proceedings of the 13th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2022) / The 12th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2022), 2022
Proceedings of the 1st International Workshop on Knowledge Graph Generation From Text and the 1st International Workshop on Modular Knowledge co-located with 19th Extended Semantic Conference (ESWC 2022), 2022
Consumer Fairness in Recommender Systems: Contextualizing Definitions and Mitigations.
Proceedings of the Advances in Information Retrieval, 2022
Experts' View on Challenges and Needs for Fairness in Artificial Intelligence for Education.
Proceedings of the Artificial Intelligence in Education - 23rd International Conference, 2022
2021
Interplay between upsampling and regularization for provider fairness in recommender systems.
User Model. User Adapt. Interact., 2021
Sensors, 2021
J. Ubiquitous Syst. Pervasive Networks, 2021
Connecting user and item perspectives in popularity debiasing for collaborative recommendation.
Inf. Process. Manag., 2021
Lands DSS: A Decision Support System for Forecasting Crop Disease in Southern Sardinia.
Int. J. Decis. Support Syst. Technol., 2021
Complex., 2021
Big Data Cogn. Comput., 2021
Modelling Student Behavior in Synchronous Online Learning during the COVID-19 Pandemic.
Proceedings of the First International Workshop on Enabling Data-Driven Decisions from Learning on the Web co-located with the 14th ACM International Conference on Web Search and Data Mining (WSDM 2021), Jerusalem, Israel, March 12, 2021, 2021
Proceedings of the 19th IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2021
Fair Voice Biometrics: Impact of Demographic Imbalance on Group Fairness in Speaker Recognition.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
Combining Mitigation Treatments against Biases in Personalized Rankings: Use Case on Item Popularity.
Proceedings of the 11th Italian Information Retrieval Workshop 2021, 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
Proceedings of the 13th International Joint Conference on Knowledge Discovery, 2021
Demographic Fairness in Multimodal Biometrics: A Comparative Analysis on Audio-Visual Speaker Recognition Systems.
Proceedings of the 12th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2021) / The 11th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2021), 2021
ECGraph: A Complex Networks Tool to Classify Critical Points of Ecological Corridors.
Proceedings of the 6th International Conference on Complexity, 2021
2020
A Text Mining Approach to Extract and Rank Innovation Insights from Research Projects.
Proceedings of the Web Information Systems Engineering - WISE 2020, 2020
Artificial Intelligence Technique in Crop Disease Forecasting: A Case Study on Potato Late Blight Prediction.
Proceedings of the Intelligent Decision Technologies, 2020
Proceedings of the First Workshop on Smart Personal Health Interfaces co-located with 25th International Conference on Intelligent User Interfaces, 2020
Proceedings of the Computational Science and Its Applications - ICCSA 2020, 2020
Proceedings of the 12th International Joint Conference on Knowledge Discovery, 2020
Proceedings of the ESSE 2020: 2020 European Symposium on Software Engineering, 2020
Evaluation Framework for Context-aware Speaker Recognition in Noisy Smart Living Environments.
Proceedings of the CIKM 2020 Workshops co-located with 29th ACM International Conference on Information and Knowledge Management (CIKM 2020), 2020
Proceedings of the AVI '20: International Conference on Advanced Visual Interfaces, Island of Ischia, Italy, September 28, 2020
A model of second-degree Virtual Cut Nodes applied to Complex Networks in Ecological Landscape.
Proceedings of the 11th International Conference on Ambient Systems, 2020
2019
A Recommender System of Medical Reports Leveraging Cognitive Computing and Frame Semantics.
Proceedings of the Machine Learning Paradigms - Advances in Data Analytics, 2019
Pattern Recognit. Lett., 2019
Fraud detection for E-commerce transactions by employing a prudential Multiple Consensus model.
J. Inf. Secur. Appl., 2019
Bridging learning analytics and Cognitive Computing for Big Data classification in micro-learning video collections.
Comput. Hum. Behav., 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
Evaluating neural word embeddings created from online course reviews for sentiment analysis.
Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019
Deep Multi-biometric Fusion for Audio-Visual User Re-Identification and Verification.
Proceedings of the Pattern Recognition Applications and Methods, 2019
AveRobot: An Audio-visual Dataset for People Re-identification and Verification in Human-Robot Interaction.
Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods, 2019
Proceedings of the 3rd International Conference on Big Data Research, 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
The Effect of Algorithmic Bias on Recommender Systems for Massive Open Online Courses.
Proceedings of the Advances in Information Retrieval, 2019
2018
A multi-biometric system for continuous student authentication in e-learning platforms.
Pattern Recognit. Lett., 2018
Recommender System Lets Coaches Identify and Help Athletes Who Begin Losing Motivation.
Computer, 2018
Controlling User Access to Cloud-Connected Mobile Applications by Means of Biometrics.
IEEE Cloud Comput., 2018
Appl. Netw. Sci., 2018
BarcelonaNow: Empowering Citizens with Interactive Dashboards for Urban Data Exploration.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018
COCO: Semantic-Enriched Collection of Online Courses at Scale with Experimental Use Cases.
Proceedings of the Trends and Advances in Information Systems and Technologies, 2018
Proceedings of the 2018 International Workshop on Blockchain Oriented Software Engineering, 2018
Continuous Authentication on Smartphone by Means of Periocular and Virtual Keystroke.
Proceedings of the Network and System Security - 12th International Conference, 2018
Proceedings of the 2018 International Workshop on Biometrics and Forensics, 2018
Proceedings of the 2nd International Conference on Digital Signal Processing, 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
Proceedings of the Cyberspace Safety and Security - 10th International Symposium, 2018
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
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
Appl. Netw. Sci., 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
Leveraging Continuous Multi-modal Authentication for Access Control in Mobile Cloud Environments.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2017, 2017
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017
Exploiting Cognitive Computing and Frame Semantic Features for Biomedical Document Clustering.
Proceedings of the Workshop on Semantic Web Solutions for Large-scale Biomedical Data Analytics co-located with 14th Extended Semantic Web Conference, 2017
Proceedings of the Semantic Web: ESWC 2017 Satellite Events - ESWC 2017 Satellite Events, Portorož, Slovenia, May 28, 2017
Second workshop on engineering computer-human interaction in recommender systems (EnCHIReS).
Proceedings of the ACM SIGCHI Symposium on Engineering Interactive Computing Systems, 2017
Proceedings of the Complex Networks & Their Applications VI, 2017
Proceedings of the 12th Biannual Conference on Italian SIGCHI Chapter, 2017
2016
Reconstructing User's Attention on the Web through Mouse Movements and Perception-Based Content Identification.
ACM Trans. Appl. Percept., 2016
Knowl. Based Syst., 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
Proceedings of the 12th International Conference on Signal-Image Technology & Internet-Based Systems, 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
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 20th International Conference KES-2016, 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 Global Summit on Computer & Information Technology, 2016
Recommendation Centre: inspecting and controlling recommendations with radial layouts.
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
Proceedings of the 8th ACM SIGCHI Symposium on Engineering Interactive Computing Systems, 2016
Proceedings of the 8th ACM SIGCHI Symposium on Engineering Interactive Computing Systems, 2016
Proceedings of the Complex Networks & Their Applications V - Proceedings of the 5th International Workshop on Complex Networks and their Applications (COMPLEX NETWORKS 2016), Milan, Italy, November 30, 2016
Proceedings of the 7th International Conference on Ambient Systems, 2016
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2016
2015
Evaluating complex network indices for vulnerability analysis of a territorial power grid.
J. Ambient Intell. Humaniz. Comput., 2015
Design Criteria to Model Groups in Big Data Scenarios: Algorithms and Best Practices.
Proceedings of the 1st International Workshop on Knowledge Discovery on the WEB, 2015
Proceedings of the 2015 IEEE Symposium on Computers and Communication, 2015
Proceedings of the Distributed, Ambient, and Pervasive Interactions, 2015
Proceedings of the 10th International Conference on Future Networks and Communications (FNC 2015) / The 12th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2015) / Affiliated Workshops, 2015
Proceedings of the 12th Annual IEEE Consumer Communications and Networking Conference, 2015
2014
Proceedings of the Knowledge, Information and Creativity Support Systems - Selected Papers from KICSS'2014, 2014
Proceedings of the Universal Access in Human-Computer Interaction. Design for All and Accessibility Practice, 2014
Proceedings of the ACM SIGCHI Symposium on Engineering Interactive Computing Systems, 2014
Proceedings of the ACM SIGCHI Symposium on Engineering Interactive Computing Systems, 2014
A Model of Assessment of Collateral Damage on Power Grids based on Complex Network Theory.
Proceedings of the 5th International Conference on Ambient Systems, 2014
2013
Proceedings of the Mobile Web and Information Systems - 10th International Conference, 2013
Proceedings of the 22nd IEEE International Symposium on Industrial Electronics, 2013
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013
GestIT: a declarative and compositional framework for multiplatform gesture definition.
Proceedings of the ACM SIGCHI Symposium on Engineering Interactive Computing Systems, 2013
2011
Proceedings of the Digital Information and Communication Technology and Its Applications, 2011
2010
Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010
Proceedings of the Networked Digital Technologies - Second International Conference, 2010
Identification of the Variables in an E-Learning Platform Using a Cost-Benefit Analysis and an Automatic Decision-Making Tool.
Proceedings of the Bridging the Socio-technical Gap in Decision Support Systems, 2010
2009
Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), 2009
Safe, Fault Tolerant and Capture-Resilient Environmental Parameters Survey Using WSNs.
Proceedings of the Security and Privacy in Mobile Information and Communication Systems, 2009
Proceedings of the International Conference on Ultra Modern Telecommunications, 2009
Proceedings of the Eighth International Conference on Networks, 2009
2008
Analysis of Internet Policies and Civil Rights In Italy, Serbia and Burma-Myanmar: A Technological and Legal Approach.
Proceedings of the Second International Conference on the Digital Society (ICDS 2008), 2008