Alfredo Cuzzocrea

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 355

Top Venues

Publications

Alfredo Cuzzocrea, Carmine Gallo, Giulia Fornari, Vittorio Gatto
Optimal Location of Hubs over Networks with Demand Uncertainty: A Fundamental Mathematical Model. FUZZ (2024)
Alfredo Cuzzocrea, Carmine Gallo, Marco Antonio Mastratisi
Empowering Multidimensional Machine Learning over Cloud- Enabled Big Data Infrastructures with ClustCube. ICEIS (1) (2024)
Alfredo Cuzzocrea, Mojtaba Hajian, Abderraouf Hafsaoui
Compressing Big OLAP Data Cubes over Mobile Clouds: A Hierarchy-Based Data Partitioning Approach. SEBD (2024)
Alfredo Cuzzocrea, Geertruida H. de Bock, Willemijn J. Maas, Selim Soufargi, Abderraouf Hafsaoui
An Innovative Big Temporal Data Analytics Technique over Real-Life Healthcare Datasets: The F-TBDA Approach. SEBD (2024)
Alfredo Cuzzocrea, Abderraouf Hafsaoui, Ismail Benlaredj
Turning Multidimensional Big Data Analytics into Practice: Design and Implementation of ClustCube Big-Data Tools in Real-Life Scenarios. CoRR (2024)
Andrea Cartolano, Alfredo Cuzzocrea, Giovanni Pilato
Analyzing and assessing explainable AI models for smart agriculture environments. Multim. Tools Appl. 83 (12) (2024)
Anifat M. Olawoyin, Carson K. Leung, Alfredo Cuzzocrea
Privacy Preservation of Big Spatio-Temporal Co-occurrence Data. COMPSAC (2023)
Giuseppe Cascavilla, Alfredo Cuzzocrea, Daniel De Pascale, Mandana Omidbakhsh, Damian A. Tamburri
BigData Fusion for Trajectory Prediction of Multi-Sensor Surveillance Information Systems. BigData (2023)
Alfredo Cuzzocrea, Carmine Gallo, Enzo Mumolo, Kristijan Lenac
An Innovative Framework for Supporting Big Moving Objects Tracking, Analysis and Mining Effectively and Efficiently. J. Data Intell. 4 (1&2) (2023)
Mst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea
A Trustable LSTM-Autoencoder Network for Cyberbullying Detection on Social Media Using Synthetic Data. CoRR (2023)
Hadjer Khider, Slimane Hammoudi, Abdelkrim Meziane, Alfredo Cuzzocrea
BPM in the Era of Industry 4.0: A Bibliometric Analysis. ICEIS (2) (2023)
Alfredo Cuzzocrea, Abderraouf Hafsaoui, Carson K. Leung
Machine-Learning-Based Multidimensional Big Data Analytics over Clouds via Multi-Columnar Big OLAP Data Cube Compression. BigData (2023)
Alfredo Cuzzocrea, Qudrat E. Alahy Ratul, Islam Belmerabet, Edoardo Serra
Attribution Methods Assessment for Interpretable Machine Learning. SEBD (2023)
Mst. Shapna Akter, Hossain Shahriar, Juan Rodriguez Cardenas, Sheikh Iqbal Ahamed, Alfredo Cuzzocrea
Feature Engineering-Based Detection of Buffer Overflow Vulnerability in Source Code Using Neural Networks. COMPSAC (2023)
Anifat M. Olawoyin, Carson K. Leung, Alfredo Cuzzocrea
Evolution of Big Data Models from Hierarchical Models to Knowledge Graphs. COMPSAC (2023)
Alfredo Cuzzocrea, Miguel Quebrado, Abderraouf Hafsaoui, Edoardo Serra
Graph Representation Learning for Complex Security Problems. SEBD (2023)
Mst. Shapna Akter, Hossain Shahriar, Juan Rodriguez Cardenas, Sheikh Iqbal Ahamed, Alfredo Cuzzocrea
Feature Engineering-Based Detection of Buffer Overflow Vulnerability in Source Code Using Neural Networks. CoRR (2023)
Alfredo Cuzzocrea
A Reference Architecture for Supporting Multidimensional Big Data Analytics over Big Web Knowledge Bases: Definitions, Implementation, Case Studies. Int. J. Semantic Comput. 17 (4) (2023)
Alfredo Cuzzocrea, Mojtaba Hajian
Effective and Efficient Big OLAP Data Cube Compression in Mobile Cloud Environments: The IQTS Algorithm. BigData (2023)
Alfredo Cuzzocrea, Pau Figuera, Mojtaba Hajian, Pablo García Bringas
A Theoretical Framework for Supporting Clustering Validation via Non-Negative-Matrix-Factorization Trace Sequences Over Probabilistic Spaces. DASC/PiCom/CBDCom/CyberSciTech (2023)
Mst. Shapna Akter, Md. Jobair Hossain Faruk, Nafisa Anjum, Mohammad Masum, Hossain Shahriar, Akond Rahman, Fan Wu, Alfredo Cuzzocrea
Software Supply Chain Vulnerabilities Detection in Source Code: Performance Comparison between Traditional and Quantum Machine Learning Algorithms. CoRR (2023)
Alfredo Cuzzocrea, Selim Soufargi
QFLS: A Cloud-Based Framework for Supporting Big Healthcare Data Management and Analytics from Big Data Lakes: Definitions, Requirements, Models and Techniques. DATA (2023)
Alfredo Cuzzocrea, Geertruida H. de Bock, Willemijn J. Maas, Selim Soufargi
F-TBDA: A Frequency-Based Temporal Big Data Analytics Technique for Mining and Analyzing Quality-Of-Life Indicators of Cancer Patients. BigData (2023)
Mst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea, Nova Ahmed, Carson K. Leung
Handwritten Word Recognition using Deep Learning Approach: A Novel Way of Generating Handwritten Words. CoRR (2023)
Alfredo Cuzzocrea, Miguel Quebrado, Abderraouf Hafsaoui, Edoardo Serra
A Graph-Representation-Learning Framework for Supporting Android Malware Identification and Polymorphic Evolution. SDS (2023)
Pau Figuera, Alfredo Cuzzocrea, Pablo García Bringas
Probability Density Function for Clustering Validation. HAIS (2023)
Mst. Shapna Akter, Hossain Shahriar, Nova Ahmed, Alfredo Cuzzocrea
Deep Learning Approach for Classifying the Aggressive Comments on Social Media: Machine Translated Data Vs Real Life Data. CoRR (2023)
Alfredo Cuzzocrea, Fabio Martinelli, Francesco Mercaldo
A deep-learning approach to game bot identification via behavioural features analysis in complex massively-cooperative environments. Int. J. Data Min. Model. Manag. 15 (1) (2023)
Antonino Asta, Alfredo Cuzzocrea, Alessia Fantini, Giovanni Pilato, Pablo García Bringas
Supporting Emotion Recognition in Human-Robot Interactions: An Experimental Italian Textual Dataset. HAIS (2023)
Alfredo Cuzzocrea
Big OLAP Data Cube Compression Algorithms in Column-Oriented Cloud/Edge Data Infrastructures. BigMM (2023)
Anifat M. Olawoyin, Carson K. Leung, Connor C. J. Hryhoruk, Alfredo Cuzzocrea
Big Data Management for Machine Learning from Big Data. AINA (1) (2023)
Alfredo Cuzzocrea, Luigi Canadè, Riccardo Nicolicchia, Luca Roldo
Optimal Location of Charging Stations for Electric Vehicles: A Theoretically-Sound Heuristic Model. SAC (2023)
Mst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea, Fan Wu, Juanjose Rodriguez-Cardenas
A Trustable LSTM-Autoencoder Network for Cyberbullying Detection on Social Media Using Synthetic Data. BigData (2023)
Alfredo Cuzzocrea, Luigi Canadè, Riccardo Nicolicchia, Luca Roldo
A Machine Learning Methodology for Optimal Big Data Processing in Advanced Smart City Environments. ICCSA (1) (2023)
Sabrina Ichou, Slimane Hammoudi, Alfredo Cuzzocrea, Abdelkrim Meziane, Amel Benna
Towards Big Data Analytics over Mobile User Data using Machine Learning. BigData (2023)
Alfredo Cuzzocrea, Luigi Canadè, Giulia Fornari, Vittorio Gatto, Abderraouf Hafsaoui
Effective and Efficient Heuristic Algorithms for Supporting Optimal Location of Hubs over Networks with Demand Uncertainty. DEXA (1) (2023)
Mst. Shapna Akter, Juanjose Rodriguez-Cardenas, Hossain Shahriar, Alfredo Cuzzocrea, Fan Wu
Quantum Cryptography for Enhanced Network Security: A Comprehensive Survey of Research, Developments, and Future Directions. BigData (2023)
Alessia Fantini, Antonino Asta, Alfredo Cuzzocrea, Giovanni Pilato
Building and Assessing an Italian Textual Dataset for Emotion Recognition in Human-Robot Interactions. DMSVIVA (2023)
Emrul Hasan, Chen Ding, Alfredo Cuzzocrea, Islam Belmerabet
An Innovative Framework for Supporting Multi-Criteria Ratings and Reviews over Big Textual Data. SEBD (2023)
Alfredo Cuzzocrea, Selim Soufargi
Supporting Big Healthcare Data Management and Analytics: The Cloud-Based QFLS Framework. DaWaK (2023)
Muneeba Asif, Mohammad Ashiqur Rahman, Kemal Akkaya, Hossain Shahriar, Alfredo Cuzzocrea
Adversarial Data-Augmented Resilient Intrusion Detection System for Unmanned Aerial Vehicles. BigData (2023)
Mst. Shapna Akter, Hossain Shahriar, Sweta Sneha, Alfredo Cuzzocrea
Multi-class Skin Cancer Classification Architecture Based on Deep Convolutional Neural Network. CoRR (2023)
Alfredo Cuzzocrea
Advanced Machine Learning Structures over Big Data Repositories: Definitions, Models, Properties, Algorithms. FSDM (2023)
Alfredo Cuzzocrea, Qudrat E. Alahy Ratul, Islam Belmerabet, Edoardo Serra
An AI Framework for Modelling and Evaluating Attribution Methods in Enhanced Machine Learning Interpretability. COMPSAC (2023)
Alfredo Cuzzocrea, Alessia Fantini, Giovanni Pilato
Enhanced Emotion Detection and Analysis in Human-Robot Interactions: An Innovative Model and Its Experimental Validation. J. Vis. Lang. Comput. 2023 (1) (2023)
Justin Carpenter, Janet Layne, Edoardo Serra, Alfredo Cuzzocrea, Carmine Gallo
Structural Node Representation Learning for Detecting Botnet Nodes. ICCSA (1) (2023)
Alfredo Cuzzocrea, Moushumi Sharmin, Yuuichi Teranishi, Dave Towey
IEEE COMPSAC 2023 - Resilient Computing and Computing for Resilience in a Sustainable Cyber-Physical World: Summary and Future Research Directions. COMPSAC (2023)
Debashish Roy, Chen (Cherie) Ding, Alfredo Cuzzocrea, Islam Belmerabet
A Machine-Learning Framework for Supporting Content Recommendation via User Feedback Data and Content Profiles in Content Managements Systems. DEXA (2) (2023)
Mst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea
Autism Disease Detection Using Transfer Learning Techniques: Performance Comparison Between Central Processing Unit vs Graphics Processing Unit Functions for Neural Networks. CoRR (2023)
Mst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea
Autism Disease Detection Using Transfer Learning Techniques: Performance Comparison Between Central Processing Unit vs Graphics Processing Unit Functions for Neural Networks. COMPSAC (2023)
Alfredo Cuzzocrea
Privacy-Preserving OLAP via Modeling and Analysis of Query Workloads: Innovative Theories and Theorems. SSDBM (2023)
Alfredo Cuzzocrea, Luigi Canadè
A Multidimensional-Paradigm-Centered Architecture for Cooperative Digital Ecosystems. ICEIS (1) (2023)
Alfredo Cuzzocrea, Enzo Mumolo, Islam Belmerabet, Abderraouf Hafsaoui
An Artificial Intelligence Framework for Supporting Coarse-Grained Workload Classification in Complex Virtual Environments. TFSS 2 (2) (2023)
Andrea Cartolano, Alfredo Cuzzocrea, Giovanni Pilato, Giorgio Mario Grasso
Explainable AI at Work! What Can It Do for Smart Agriculture? BigMM (2022)
Alfredo Cuzzocrea
Multidimensional Big Data Analytics over Big Web Knowledge Bases: Models, Issues, Research Trends, and a Reference Architecture. BigMM (2022)
Alfredo Cuzzocrea
BigMDHealth: Supporting Multidimensional Big Data Management and Analytics over Big Healthcare Data via Effective and Efficient Multidimensional Aggregate Queries over Key-Value Stores. DaSET (2022)
Matthew Kwiatkowski, Benjamin J. Zacharias, Carson K. Leung, PokYee Joey Tsu, Joshua M. Thomas, Michael Kolisnyk, Alfredo Cuzzocrea
A Fuzzy-Logic Based Multi-Dimensional Analysis of Traffic Incident Data. FUZZ-IEEE (2022)
Sabrina Ichou, Slimane Hammoudi, Amel Benna, Abdelkrim Meziane, Alfredo Cuzzocrea
Privacy and Security of Mobile Users in Smart Cities: A Reference Architecture. Big Data (2022)
Alfredo Cuzzocrea, Carson K. Leung, Selim Soufargi, Anifat M. Olawoyin
The Emerging Challenges of Big Data Lakes, and a Real-Life Framework for Representing, Managing and Supporting Machine Learning on Big Arctic Data. INCoS (2022)
Bamibo C. Isichei, Carson K. Leung, Lam Thu Nguyen, Luke B. Morrow, Anh Tuan Ngo, Trang Doan Pham, Alfredo Cuzzocrea
Sports Data Management, Mining, and Visualization. AINA (2) (2022)
Alfredo Cuzzocrea, Christophe Cerisara, Mojtaba Hajian
Risk Analysis for Unsupervised Privacy-Preserving Tools. SEBD (2022)
Alfredo Cuzzocrea, Selim Soufargi, Alessandro Baldo, Edoardo Fadda
Scaling Posterior Distributions over Differently-Curated Datasets: A Bayesian-Neural-Networks Methodology. ISMIS (2022)
Paul O. Brown, Meng Ching Chiang, Shiqing Guo, Yingzi Jin, Carson K. Leung, Evan L. Murray, Adam G. M. Pazdor, Alfredo Cuzzocrea
Mahalanobis Distance Based K-Means Clustering. DaWaK (2022)
Alfredo Cuzzocrea
Compressing Big OLAP Data Cubes in Big Data Analytics Systems: New Paradigms, a Reference Architecture, and Future Research Perspectives. ICSBT/SECRYPT (Revised Selected Papers) (2022)
Alfredo Cuzzocrea, Edoardo Fadda, Enzo Mumolo
Cyber-attack detection via non-linear prediction of IP addresses: an innovative big data analytics approach. Multim. Tools Appl. 81 (1) (2022)
Mst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea, Nova Ahmed, Carson K. Leung
Handwritten Word Recognition using Deep Learning Approach: A Novel Way of Generating Handwritten Words. Big Data (2022)
Md Jobair Hossain Faruk, Hossain Shahriar, Maria Valero, Farhat Lamia Barsha, Shahriar Sobhan, Md Abdullah Khan, Michael E. Whitman, Alfredo Cuzzocrea, Dan Chia-Tien Lo, Akond Rahman, Fan Wu
Malware Detection and Prevention using Artificial Intelligence Techniques. CoRR (2022)
Mst. Shapna Akter, Md Jobair Hossain Faruk, Nafisa Anjum, Mohammad Masum, Hossain Shahriar, Nazmus Sakib, Akond Rahman, Fan Wu, Alfredo Cuzzocrea
Software Supply Chain Vulnerabilities Detection in Source Code: Performance Comparison between Traditional and Quantum Machine Learning Algorithms. Big Data (2022)
Alfredo Cuzzocrea, Edoardo Fadda
Virus Spread Modeling and Simulation: A Behavioral Parameters Approach and Its Application to Covid-19. ICEIS (1) (2022)
Alfredo Cuzzocrea, Majid Abbasi Sisara, Carmine Gallo
Experimental Analysis and Verification of a Multi-modal-Biometrics Identity Verification Framework Based on the Dempster-Shafer Theory. CISIS (2022)
Emrul Hasan, Chen Ding, Alfredo Cuzzocrea
Multi-criteria Rating and Review based Recommendation Model. Big Data (2022)
Alfredo Cuzzocrea, Hiroki Kashiwazaki, Dave Towey, Ji-Jiang Yang
IEEE COMPSAC 2022 Co-Located Workshops Summary. COMPSAC (2022)
Jagan Mohan Reddy, Abhishek Attuluri, Abhinay Kolli, Nazmus Sakib, Hossain Shahriar, Alfredo Cuzzocrea
A Crowd Source System for YouTube Big Data Analytics: Unpacking Values from Data Sprawl. Big Data (2022)
Alfredo Cuzzocrea, Majid Abbasi Sisara, Carson K. Leung, Yan Wen, Fan Jiang
Effectively and Efficiently Supporting Visual Big Data Analytics over Big Sequential Data: An Innovative Data Science Approach. ICCSA (2) (2022)
Alfredo Cuzzocrea, Majid Abbasi Sisara, Kristijan Lenac, Enzo Mumolo
Supporting Big Moving Objects Tracking and Analysis: An Innovative Scan-Matching Algorithm. SEBD (2022)
Bishal Lakha, Sara Lilly Mount, Edoardo Serra, Alfredo Cuzzocrea
Anomaly Detection in Cybersecurity Events Through Graph Neural Network and Transformer Based Model: A Case Study with BETH Dataset. Big Data (2022)
Alfredo Cuzzocrea, Panagiotis Karras, Akrivi Vlachou
Effective and efficient skyline query processing over attribute-order-preserving-free encrypted data in cloud-enabled databases. Future Gener. Comput. Syst. 126 (2022)
Mst. Shapna Akter, Hossain Shahriar, Nova Ahmed, Alfredo Cuzzocrea
Deep Learning Approach for Classifying the Aggressive Comments on Social Media: Machine Translated Data Vs Real Life Data. Big Data (2022)
Adam B. Bouttell, Sijin Lee, Carson K. Leung, Martin J. Levesque, Seunggon Son, Weihong Zhang, Alfredo Cuzzocrea
Predictive Analytics for Supporting Environmental Sustainability and Disaster Management. COMPSAC (2022)
Nguyen Duy Thong Jase Tran, Carson K. Leung, Tanisha Turner, S. Tommy Wu, Nurida Karimbaeva, Juhee Kim, Alfredo Cuzzocrea
Transportation Analytics with Fuzzy Logic and Regression. FUZZ-IEEE (2022)
Ryan Shivers, Mohammad Ashiqur Rahman, Md Jobair Hossain Faruk, Hossain Shahriar, Alfredo Cuzzocrea, Victor Clincy
Ride-Hailing for Autonomous Vehicles: Hyperledger Fabric-Based Secure and Decentralize Blockchain Platform. CoRR (2022)
Antonio Coronato, Alfredo Cuzzocrea
An Innovative Risk Assessment Methodology for Medical Information Systems. IEEE Trans. Knowl. Data Eng. 34 (7) (2022)
Alfredo Cuzzocrea
Scalable Joins over Big Data Streams: Actual and Future Research Trends. ICDM (Workshops) (2022)
Kyle R. Boch, Freyja C. Kristjanson, Carson K. Leung, Yu Liu, Andrea M. Unrau, Shuai April Zhang, Alfredo Cuzzocrea
Mining Popular Topics from the Media. COMPSAC (2022)
Mohammad Masum, Nafisa Anjum, Md Jobair Hossain Faruk, Hossain Shahriar, Nazmus Sakib, Maria Valero, Mohammed Karim, Akond Rahman, Fan Wu, Alfredo Cuzzocrea
A Novel Machine Learning Based Framework for Bridge Condition Analysis. Big Data (2022)
Mst. Shapna Akter, Hossain Shahriar, Sweta Sneha, Alfredo Cuzzocrea
Multi-class Skin Cancer Classification Architecture Based on Deep Convolutional Neural Network. Big Data (2022)
Pau Figuera, Alfredo Cuzzocrea, Pablo García Bringas
Generalized Fisher Kernel with Bregman Divergence. HAIS (2022)
Alfredo Cuzzocrea, Pablo García Bringas
CORE-BCD-mAI: A Composite Framework for Representing, Querying, and Analyzing Big Clinical Data by Means of Multidimensional AI Tools. HAIS (2022)
Brian Daley, Qudrat E. Alahy Ratul, Edoardo Serra, Alfredo Cuzzocrea
GAPS: Generality and Precision with Shapley Attribution. Big Data (2022)
Alfredo Cuzzocrea
Compressing Big OLAP Data Cubes in Big Data Analytics Systems: New Paradigms and Future Research Perspectives. ICSBT (2022)
Alessandro Baldo, Alfredo Cuzzocrea, Edoardo Fadda
Towards a Bayesian-Neural-Networks Framework for Scaling Posterior Distributions over Different-Curation Datasets. ICCBDC (2022)
Giuseppe Cascavilla, Reinier Zwart, Damian A. Tamburri, Alfredo Cuzzocrea
Explaining IoT Attacks: An Effective and Efficient Semi-Supervised Learning Framework. Big Data (2022)
Alfredo Cuzzocrea, Carson K. Leung, Mojtaba Hajian, Marshall D. Jackson
Effectively and Efficiently Supporting Predictive Big Data Analytics over Open Big Data in the Transportation Sector: A Bayesian Network Framework. DASC/PiCom/CBDCom/CyberSciTech (2022)
Alfredo Cuzzocrea, Giovanni Pilato, Andrea Cartolano
eXplainable AI for Smart Agriculture. DMSVIVA (2022)
Mohammad Masum, Hossain Shahriar, Hisham Haddad, Md Jobair Hossain Faruk, Maria Valero, Md Abdullah Khan, Mohammad Ashiqur Rahman, Muhaiminul I. Adnan, Alfredo Cuzzocrea
Bayesian Hyperparameter Optimization for Deep Neural Network-Based Network Intrusion Detection. CoRR (2022)
Alfredo Cuzzocrea, Edoardo Fadda, Emilio Leonardi
Effective and Efficient Heuristic Approaches for Solving the Capacitated P-Median Clustering Problem. ICCBDC (2022)
Alfredo Cuzzocrea, Carson K. Leung, Selim Soufargi, Carmine Gallo, Siyuan Shang, Yubo Chen
OLAP over Big COVID-19 Data: A Real-Life Case Study. DASC/PiCom/CBDCom/CyberSciTech (2022)
Jagan Moahan Reddy Danda, Kumar Priyansh, Hossain Shahriar, Hisham Haddad, Alfredo Cuzzocrea, Nazmus Sakib
Predicting Mortality Rate based on Comprehensive Features of Intensive Care Unit Patients. COMPSAC (2022)
Alfredo Cuzzocrea, Filippo Furfaro, Domenico Saccà
Towards a Grid-Based Framework for Supporting Range Aggregate Queries Over Big Sensor Network Readings: Overview, Management, and Applications. Int. J. Distributed Syst. Technol. 13 (1) (2022)
Md Jobair Hossain Faruk, Hossain Shahriar, Kai Qian, Dan Lo, Michael E. Whitman, Alfredo Cuzzocrea, Fan Wu, Victor Clincy
Authentic Learning of Machine Learning in Cybersecurity with Portable Hands-on Labware: Neural Network Algorithms for Network Denial of Service (DOS) Detection. Big Data (2022)

Alfredo Cuzzocrea.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Alfredo Cuzzocrea