Gianni Fenu

Orcid: 0000-0003-4668-2476

According to our database1, Gianni Fenu authored at least 147 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Robustness in Fairness Against Edge-Level Perturbations in GNN-Based Recommendation.
Proceedings of the Advances in Information Retrieval, 2024

Explainable Recommender Systems with Knowledge Graphs and Language Models.
Proceedings of the Advances in Information Retrieval, 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

Demographic Bias in Low-Resolution Deep Face Recognition in the Wild.
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

Practical perspectives of consumer fairness in recommendation.
Inf. Process. Manag., 2023

FRCSyn Challenge at WACV 2024: Face Recognition Challenge in the Era of Synthetic Data.
CoRR, 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

Data-Driven Methodology for Knowledge Graph Generation Within the Tourism Domain.
IEEE Access, 2023

A Notarization System for Water Quality Parameters.
Proceedings of the 6th IEEE/ACM International Workshop on Emerging Trends in Software Engineering for Blockchain, 2023

How Close are Predictive Models to Teachers in Detecting Learners at Risk?
Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization, 2023

Towards Self-Explaining Sequence-Aware Recommendation.
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

Consumer Fairness Benchmark in Recommendation.
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

Fairness of Exposure in Forensic Face Rankings.
Proceedings of the 13th Italian Information Retrieval Workshop (IIR 2023), 2023

Towards Explainable Educational Recommendation through Path Reasoning Methods.
Proceedings of the 13th Italian Information Retrieval Workshop (IIR 2023), 2023

(Un)fair Exposure in Deep Face Rankings at a Distance.
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

Ontology-Based Generation of Data Platform Assets.
Proceedings of the IEEE International Conference on Big Data, 2023

How Do You Feel? Information Retrieval in Psychotherapy and Fair Ranking Assessment.
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

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

Regulating Group Exposure for Item Providers in Recommendation.
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

A Region-based Training Data Segmentation Strategy to Credit Scoring.
Proceedings of the 19th International Conference on Security and Cryptography, 2022

Hands on Explainable Recommender Systems with Knowledge Graphs.
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

Explaining Bias in Deep Face Recognition via Image Characteristics.
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

Enriching Data Lakes with Knowledge Graphs (short paper).
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

A Blockchain-Based Distributed Paradigm to Secure Localization Services.
Sensors, 2021

An approach of Complex Infrastructure Networks in Ecological Landscape.
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

Using Multioutput Learning to Diagnose Plant Disease and Stress Severity.
Complex., 2021

Forecasting Plant and Crop Disease: An Explorative Study on Current Algorithms.
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

Heimdall: an AI-based infrastructure for traffic monitoring and anomalies detection.
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 Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 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

Decomposing Training Data to Improve Network Intrusion Detection Performance.
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
Equality of Learning Opportunity in Personalized Recommendations.
CoRR, 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

Deep Attention-based Model for Helpfulness Prediction of Healthcare Online Reviews.
Proceedings of the First Workshop on Smart Personal Health Interfaces co-located with 25th International Conference on Intelligent User Interfaces, 2020

Exploring Algorithmic Fairness in Deep Speaker Verification.
Proceedings of the Computational Science and Its Applications - ICCSA 2020, 2020

A Feature Space Transformation to Intrusion Detection Systems.
Proceedings of the 12th International Joint Conference on Knowledge Discovery, 2020

Improving Fairness in Speaker Recognition.
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

A Framework for Biometric Recognition in Online Content Delivery Platforms.
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

PhysioUnicaDB: a dataset of EEG and ECG simultaneously acquired.
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

Adversarial Optimization for Dictionary Attacks on Speaker Verification.
Proceedings of the Interspeech 2019, 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

An Application of Machine Learning Technique in Forecasting Crop Disease.
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

A Two-Step Feature Space Transforming Method to Improve Credit Scoring Performance.
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

Connectivity analysis of ecological landscape networks by cut node ranking.
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

The ICO phenomenon and its relationships with ethereum smart contract environment.
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

Have you permission to answer this phone?
Proceedings of the 2018 International Workshop on Biometrics and Forensics, 2018

A Wavelet-based Data Analysis to Credit Scoring.
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

Iris Quality Assessment: A Statistical Approach for Biometric Security Applications.
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

Functional models and extending strategies for ecological networks.
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

A Lightweight Mamdani Fuzzy Controller for Noise Removal on Iris Images.
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

Leveraging Cognitive Computing for Multi-class Classification of E-learning Videos.
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

Identification of Critical Habitat Corridor Patches by Cut Node Ranking.
Proceedings of the Complex Networks & Their Applications VI, 2017

Smart Furniture and Technologies for Supporting Distributed Learning Groups.
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

Using neural word embeddings to model user behavior and detect user segments.
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

Influence of Rating Prediction on Group Recommendation's Accuracy.
IEEE Intell. Syst., 2016

A Computer-Aided System for Differential Count from Peripheral Blood Cell Images.
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

Graph Models of Network Behavior in Environmental Planning.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 20th International Conference KES-2016, 2016

Keep the Beat: Audio Guidance for Runner Training.
Proceedings of the Human-Centered and Error-Resilient Systems Development, 2016

Exploiting a Determinant-Based Metric to Evaluate a Word-Embeddings Matrix of Items.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

Analysis of the Properties that Affect the Accuracy of a Group Recommender System.
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

A design pattern for multimodal and multidevice user interfaces.
Proceedings of the 8th ACM SIGCHI Symposium on Engineering Interactive Computing Systems, 2016

Workshop on engineering human-computer interaction in recommender systems.
Proceedings of the 8th ACM SIGCHI Symposium on Engineering Interactive Computing Systems, 2016

Modeling and Extending Ecological Networks Using Land Similarity.
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

Topological and Conceptual Complex Network Models for Environmental Planning.
Proceedings of the 7th International Conference on Ambient Systems, 2016

A Mobile Application for Leaf Detection in Complex Background Using Saliency Maps.
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

Modeling user interactions for conversion rate prediction in M-Commerce.
Proceedings of the 2015 IEEE Symposium on Computers and Communication, 2015

Distributable Interface Design for Web Applications.
Proceedings of the Distributed, Ambient, and Pervasive Interactions, 2015

An Analysis of Features and Tendencies in Mobile Banking Apps.
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

An analysis of native apps for mobile banking.
Proceedings of the 12th Annual IEEE Consumer Communications and Networking Conference, 2015

2014
Predicting the Impact of Advertisements on Web Pages Aesthetic Impressions.
Proceedings of the Knowledge, Information and Creativity Support Systems - Selected Papers from KICSS'2014, 2014

Experiences from a Long Run with a Virtual Personal Trainer.
Proceedings of the Universal Access in Human-Computer Interaction. Design for All and Accessibility Practice, 2014

A gestural concrete user interface in MARIA.
Proceedings of the ACM SIGCHI Symposium on Engineering Interactive Computing Systems, 2014

IceTT: a responsive visualization for task models.
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
Circlebook: Visual Display of Friend Proximity.
Proceedings of the Mobile Web and Information Systems - 10th International Conference, 2013

An emerging complex network approach for grid analysis.
Proceedings of the 22nd IEEE International Symposium on Industrial Electronics, 2013


GestIT: a declarative and compositional framework for multiplatform gesture definition.
Proceedings of the ACM SIGCHI Symposium on Engineering Interactive Computing Systems, 2013

2011
Strategies to Carry and Forward Packets in VANET.
Proceedings of the Digital Information and Communication Technology and Its Applications, 2011

2010
Network-adaptive management of computation energy in wireless sensor networks.
Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

An Optimized Cost-Benefit Analysis for the Evaluation in E-Learning Services.
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
A real time financial system based on grid and cloud computing.
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

Two methods for body parameter analysis using Body Sensor Networks.
Proceedings of the International Conference on Ultra Modern Telecommunications, 2009

A Cloud Computing Based Real Time Financial System.
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


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