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ORCIDAlfredo Cuzzocrea
Person information
- affiliation: University of Calabria, IDEA Lab, Cosenza, Italy
- affiliation: University of Paris City, LIPADE, Paris, France
- affiliation (former): University of Lorraine, LORIA, Nancy, France
- affiliation (former): University of Trieste, Trieste, Italy
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2020 – today
- 2026
[j109]Alfredo Cuzzocrea
:
Drill-CODA: A Framework for Supporting Drill-Across Multidimensional Big Data Analytics Over Big Co-Occurrence Aggregate Hierarchical Data. SN Comput. Sci. 7(1): 17 (2026)- 2025
- [j108]Alfredo Cuzzocrea, Abderraouf Hafsaoui, Carmine Gallo:
Detecting and Analyzing Botnet Nodes via Advanced Graph Representation Learning Tools. Algorithms 18(5): 253 (2025) - [j107]Alfredo Cuzzocrea, Islam Belmerabet, Carlo Combi, Enrico Franconi, Paolo Terenziani:
PROTECTION: A BPMN-Based Data-Centric Process-Modeling-Managing-and-Mining Framework for Pandemic Prevention and Control. Big Data Cogn. Comput. 9(9): 241 (2025) - [j106]Alfredo Cuzzocrea, Islam Belmerabet, Abderraouf Hafsaoui, Carson K. Leung:
A Machine-Learning-Based Data Science Framework for Effectively and Efficiently Processing, Managing, and Visualizing Big Sequential Data. Comput. 14(7): 276 (2025) - [j105]Alfredo Cuzzocrea:
Privacy-preserving OLAP against big query workloads: innovative theories and theorems. Distributed Parallel Databases 43(1): 2 (2025) - [j104]Alfredo Cuzzocrea, Selim Soufargi:
Privacy-preserving multidimensional big data analytics models, methods and techniques: A comprehensive survey. Expert Syst. Appl. 270: 126387 (2025) - [j103]Alfredo Cuzzocrea, Mst. Shapna Akter, Hossain Shahriar, Pablo García Bringas:
Cyberbullying Detection, Prevention, and Analysis on Social Media via Trustable LSTM-Autoencoder Networks over Synthetic Data: The TLA-NET Approach. Future Internet 17(2): 84 (2025) - [j102]Alfredo Cuzzocrea, Giovanni Pilato, Pablo García Bringas:
A generative AI model for modelling and creating an emotion-aware database: Design, and analytics. Neurocomputing 653: 131232 (2025) - [j101]Alfredo Cuzzocrea:
Innovative research aspects of big data modelling, management and analytics. Knowl. Inf. Syst. 67(5): 3821-3824 (2025) - [j100]Alfredo Cuzzocrea, Selim Soufargi:
AB-DOM: An Algorithmic Framework for Supporting Privacy-Preserving Big Data Publishing in Big Data Lakes. IEEE Trans. Big Data 11(6): 3029-3046 (2025) - [c554]Alfredo Cuzzocrea, Islam Belmerabet, Abderraouf Hafsaoui:
TLAQ: Enhanced Big Healthcare Data Analytics via Lazy Aggregations. BigData 2025: 88-103 - [c553]Alfredo Cuzzocrea, Mojtaba Hajian, Abderraouf Hafsaoui:
ClassCube: Effective and Efficient Big OLAP Data Cube Classification via Dimensionality Reduction. BigData 2025: 179-194 - [c552]Alfredo Cuzzocrea:
Big Data Privacy in Multidimensional Domains: Models, Issues, Paradigms. COMPSAC 2025: 165-172 - [c551]Md. Abdur Rahman, Hossain Shahriar, Guillermo Francia, Fan Wu, Alfredo Cuzzocrea, Muhammad Rahman, Md. Jobair Hossain Faruk, Sheikh Iqbal Ahamed:
Fine-tuned Large Language Models (LLMs): Improved Prompt Injection Attacks Detection. COMPSAC 2025: 1033-1039 - [c550]Md. Abdur Rahman, Abdul Barek, ABM Kamrul Islam Riad, Md. Mostafizur Rahman, Md Bajlur Rashid, Md Raihan Mia, Hossain Shahriar, Guillermo Francia III, Fan Wu, Alfredo Cuzzocrea, Sheikh Iqbal Ahamed:
Embedding with Large Language Models for Classification of HIPAA Safeguard Compliance Rules. COMPSAC 2025: 1040-1046 - [c549]Mst. Shapna Akter, Md. Fahim Sultan, Alfredo Cuzzocrea:
Neuro-Symbolic Methods in Natural Language Processing: A Review. DATA 2025: 274-282 - [c548]Syeda Sadia Alam, Mst. Shapna Akter, Alfredo Cuzzocrea:
Improving Software Security Through a LLM-Based Vulnerability Detection Model. DEXA (1) 2025: 122-129 - [c547]Alfredo Cuzzocrea, Islam Belmerabet, Carlo Combi, Enrico Franconi, Paolo Terenziani:
Towards a Data-Centric Framework for Modelling, Managing and Mining BPM Processes over Pandemic Events. EDBT/ICDT Workshops 2025 - [c546]Alfredo Cuzzocrea, Mojtaba Hajian:
Towards Big OLAP Data Cube Classification Methodologies: The ClassCube Framework. ICEIS (1) 2025: 351-356 - [c545]Javier Ibarra Veganzones, Danel Arias Alamo, Alfredo Cuzzocrea, Pablo García Bringas:
AssertsQ: A Quantum Assertion Tool for Quantum Software Debugging. IQSOFT 2025: 49-60 - [c544]Tasmin Karim, Md. Shazzad Hossain Shaon, Md. Fahim Sultan, Alfredo Cuzzocrea, Mst. Shapna Akter:
NULLDect: A Dynamic Adaptive Learning Framework for Robust NULL Pointer Dereference Detection. SECRYPT 2025: 571-576 - [c543]Alfredo Cuzzocrea:
Vector Databases for Modelling, Managing and Querying Big Scientific Data: Models, Issues, Paradigms. SSDBM 2025: 24:1-24:5 - [e55]Hossain Shahriar, Kazi Shafiul Alam, Hiroyuki Ohsaki, Stelvio Cimato, Miriam A. M. Capretz, Shamem Ahmed, Sheikh Iqbal Ahamed, AKM Jahangir Alam Majumder, Munirul Haque, Tomoki Yoshihisa, Alfredo Cuzzocrea, Michiharu Takemoto, Nazmus Sakib, Marwa Elsayed:
49th IEEE Annual Computers, Software, and Applications Conference, COMPSAC 2025, Toronto, ON, Canada, July 8-11, 2025. IEEE 2025, ISBN 979-8-3315-7434-5 [contents] - [e54]Suren Byna, Anthony Kougkas, Sarah Neuwirth, Venkat Vishwanath, Jalil Boukhobza, Alfredo Cuzzocrea, Dong Dai, Jean Bez:
Proceedings of the 37th International Conference on Scalable Scientific Data Management, SSDBM 2025, Columbus, OH, USA, June 23-25, 2025. ACM 2025, ISBN 979-8-4007-1462-7 [contents] - [i19]Alfredo Cuzzocrea, Giovanni Pilato, Pablo García Bringas:
Creating, Using and Assessing a Generative-AI-Based Human-Chatbot-Dialogue Dataset with User-Interaction Learning Capabilities. CoRR abs/2501.00791 (2025) - [i18]Syed Tahir Hussain Rizvi, Neel Kanwal, Muddasar Naeem, Alfredo Cuzzocrea, Antonio Coronato:
Bridging Simplicity and Sophistication using GLinear: A Novel Architecture for Enhanced Time Series Prediction. CoRR abs/2501.01087 (2025) - [i17]Davide Rucci, Sebastian Parfeniuc, Matteo Mordacchini, Emanuele Carlini, Alfredo Cuzzocrea, Patrizio Dazzi:
A Parallel and Distributed Rust Library for Core Decomposition on Large Graphs. CoRR abs/2512.00233 (2025) - 2024
- [j99]Alfredo Cuzzocrea, Edoardo Fadda:
Modeling and supporting adaptive Complex Data-Intensive Web Systems via XML and the O-O paradigm: The OO-XAHM model. Array 23: 100363 (2024) - [j98]José Gaviria de la Puerta, Iker Pastor-López, Alberto Tellaeche, Borja Sanz, Hugo Sanjurjo-González, Alfredo Cuzzocrea, Pablo García Bringas:
An innovative framework for supporting content-based authorship identification and analysis in social media networks. Log. J. IGPL 32(4): 589-604 (2024) - [j97]Alfredo Cuzzocrea, Alessandro Baldo, Edoardo Fadda:
A bayesian-neural-networks framework for scaling posterior distributions over different-curation datasets. J. Intell. Inf. Syst. 62(4): 951-969 (2024) - [j96]Andrea Cartolano, Alfredo Cuzzocrea, Giovanni Pilato:
Analyzing and assessing explainable AI models for smart agriculture environments. Multim. Tools Appl. 83(12): 37225-37246 (2024) - [j95]Alfredo Cuzzocrea, Enzo Mumolo, Islam Belmerabet, Abderraouf Hafsaoui:
A Stochastic-Process Methodology for Detecting Anomalies at Runtime in Embedded Systems. Trans. Fuzzy Sets Syst. 3(2): 142-171 (2024) - [c542]Md. Abdur Rahman, Hossain Shahriar, Fan Wu, Alfredo Cuzzocrea:
Applying Pre-trained Multilingual BERT in Embeddings for Improved Malicious Prompt Injection Attacks Detection. AIBThings 2024: 1-7 - [c541]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. ASONAM (Workshops) 2024: 223-242 - [c540]Alfredo Cuzzocrea, Giovanni Pilato, Pablo García Bringas:
Creating, Using and Assessing a Generative-AI-Based Human-Chatbot-Dialogue Dataset with User-Interaction Learning Capabilities. IEEE Big Data 2024: 5972-5981 - [c539]Alfredo Cuzzocrea, Mojtaba Hajian:
Experimental Analysis and Assessment of a Real-Life Cloud Mobile Big OLAP System Enhanced with Compression and Approximation Paradigms. IEEE Big Data 2024: 5982-5990 - [c538]Alfredo Cuzzocrea, Mojtaba Hajian, Abderraouf Hafsaoui:
MALAGA - MultidimensionAL Big DAta Analytics over Massive Graph DAta. IEEE Big Data 2024: 5991-6000 - [c537]Md. Shazzad Hossain Shaon, Md. Fahim Sultan, Tasmin Karim, Alfredo Cuzzocrea, Mst. Shapna Akter:
An Advanced Liver Disease Detection Tool with a Stacking-Ensemble-based Machine Learning Approach. IEEE Big Data 2024: 6123-6131 - [c536]Md. Shazzad Hossain Shaon, Md. Fahim Sultan, Tasmin Karim, Md. Shoaib Hossain Alshan, Alfredo Cuzzocrea, Mst. Shapna Akter:
NeuroBooster: A Robust Classifier for the Discovery of Neuropeptide Sequences based on Meta-learning Approach. IEEE Big Data 2024: 6132-6141 - [c535]Alfredo Cuzzocrea, Ismail Benlaredj:
An Innovative Big Data Framework for Supporting Multidimensional Risk Analysis and Prediction over Digital Twins. IEEE Big Data 2024: 6214-6222 - [c534]Alfredo Cuzzocrea, Islam Belmerabet:
Privacy-Preserving Identity and Access Management in Multiple Cloud Environments: Models, Issues, and Solutions. IEEE Big Data 2024: 6223-6229 - [c533]Md. Jobair Hossain Faruk, Pratusha Raya, Md Kamrul Siam, Jerry Q. Cheng, Hossain Shahriar, Alfredo Cuzzocrea, Pablo García Bringas:
A Systematic Literature Review of Decentralized Applications in Web3: Identifying Challenges and Opportunities for Blockchain Developers. IEEE Big Data 2024: 6240-6249 - [c532]Mathieu Janssen, Giuseppe Cascavilla, Claudia Zucca, Alfredo Cuzzocrea:
Toxic language based echo chambers on the Incels.net community: A network analysis approach. IEEE Big Data 2024: 6269-6278 - [c531]Anifat M. Olawoyin, Carson K. Leung, Hoang Hai Nguyen, Alfredo Cuzzocrea:
Privacy-Preserving Publishing with Generative Adversarial Network (GAN) for Supporting Contact Tracing of Infectious Diseases. IEEE Big Data 2024: 6298-6307 - [c530]Shahriyar Zaman Ridoy, Md. Shazzad Hossain Shaon, Alfredo Cuzzocrea, Mst. Shapna Akter:
EnStack: An Ensemble Stacking Framework of Large Language Models for Enhanced Vulnerability Detection in Source Code. IEEE Big Data 2024: 6356-6364 - [c529]Mst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea, Fan Wu:
Uncovering the Interpretation of Large Language Models. COMPSAC 2024: 1057-1066 - [c528]Mst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea, Fan Wu:
Quantum Adversarial Attacks: Developing Quantum FGSM Algorithm. COMPSAC 2024: 1073-1079 - [c527]Chang Geng, Griffin LaFreniere, Huy Khanh Le, Carson K. Leung, Quinn Chao Wong, Alfredo Cuzzocrea:
A Location Analytics Algorithm to Analyze Geographic and Demographic Data for Restaurant Analytics. COMPSAC 2024: 1788-1793 - [c526]Garik Avagyan, Juan C. Armijos, Carson K. Leung, Jasmine J. Tabuzo, Aivee F. Teodocio, Alfredo Cuzzocrea:
An Environmental Data Science Solution for Data Analytics Exploration of Traffic Interaction on Air Quality. COMPSAC 2024: 1800-1805 - [c525]Alfredo Cuzzocrea, Islam Belmerabet:
A SOLID-Based Framework for Supporting Privacy-Preserving Identity Management in Multi-Cloud Environments. COMPSAC 2024: 2334-2340 - [c524]Alfredo Cuzzocrea, Selim Soufargi:
Privacy-Preserving Big Hierarchical Data Analytics via Co-Occurrence Analysis. DATA 2024: 93-103 - [c523]Alfredo Cuzzocrea:
Correlation Analysis over Big Multidimensional Datasets: A Powerful Paradigm for Next-Generation Big Data Analytics Research - Definitions, Models, Implementations. FSDM 2024: 339-347 - [c522]Alfredo Cuzzocrea, Carmine Gallo, Giulia Fornari, Vittorio Gatto:
Optimal Location of Hubs over Networks with Demand Uncertainty: A Fundamental Mathematical Model. FUZZ 2024: 1-5 - [c521]Alfredo Cuzzocrea, Carmine Gallo, Marco Antonio Mastratisi:
Empowering Multidimensional Machine Learning over Cloud- Enabled Big Data Infrastructures with ClustCube. ICEIS (1) 2024: 389-396 - [c520]Alfredo Cuzzocrea, Abderraouf Hafsaoui, Carmine Gallo:
From Theory to Practice of Multidimensional Big Data Analytics over Big Healthcare Data: A Real-Life Case Study. IDEAS 2024: 156-171 - [c519]Alfredo Cuzzocrea, Carmine Gallo, Mst. Shapna Akter, Hossain Shahriar:
Analysis and Experimental Comparison of State-Of-The-Art Deep-Learning Classification Techniques for Cyberbullying Detection. KES 2024: 3800-3809 - [c518]Alfredo Cuzzocrea:
Evolving OLAP and BI towards Complex, High-Performance Big-OLAP-Data-Cube-Processing Analytics Frameworks: How to Speed-Up Large-Scale, High-Dimensional Queries over Clouds. KES 2024: 4169-4175 - [c517]Nathaniel Giesbrecht, Owen A. Hnylycia, Carson K. Leung, Junyi Lu, Thanh Huy Daniel Mai, Fan Jiang, Alfredo Cuzzocrea:
Mining and Forecasting Energy Consumption Based on Weather Data. SDS 2024: 23-30 - [c516]Alvaro Alva, Luis Martinez Moreno, Muneeba Asif, Alvi Ataur Khalil, Mohammad Ashiqur Rahman, Alfredo Cuzzocrea, Hossain Shahriar:
Secured UAV Navigation: A Novel Intrusion Detection System Based on PWM Signal Analysis. SDS 2024: 174-180 - [c515]Mst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea:
Towards Analysis and Interpretation of Large Language Models for Arithmetic Reasoning. SDS 2024: 267-270 - [c514]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: 112-121 - [c513]Alfredo Cuzzocrea, Mojtaba Hajian, Abderraouf Hafsaoui:
Compressing Big OLAP Data Cubes over Mobile Clouds: A Hierarchy-Based Data Partitioning Approach. SEBD 2024: 142-151 - [c512]Alfredo Cuzzocrea, Islam Belmerabet:
Towards Privacy-Preserving Multi-Cloud Identity Management Using SOLID. SECRYPT 2024: 649-654 - [e53]Alfredo Cuzzocrea, Elhadj Benkhelifa, Oleg Gusikhin, Slimane Hammoudi:
Proceedings of the 13th International Conference on Data Science, Technology and Applications, DATA 2024, Dijon, France, July 9-11, 2024. SCITEPRESS 2024, ISBN 978-989-758-707-8 [contents] - [i16]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 abs/2407.18604 (2024) - [i15]Md. Abdur Rahman, Hossain Shahriar, Fan Wu, Alfredo Cuzzocrea:
Applying Pre-trained Multilingual BERT in Embeddings for Improved Malicious Prompt Injection Attacks Detection. CoRR abs/2409.13331 (2024) - [i14]Fengfan Bian, Carson K. Leung, Piers Grenier, Harry Pu, Samuel Ning, Alfredo Cuzzocrea:
A Database Engineered System for Big Data Analytics on Tornado Climatology. CoRR abs/2409.17668 (2024) - [i13]Shahriyar Zaman Ridoy, Md. Shazzad Hossain Shaon, Alfredo Cuzzocrea, Mst. Shapna Akter:
EnStack: An Ensemble Stacking Framework of Large Language Models for Enhanced Vulnerability Detection in Source Code. CoRR abs/2411.16561 (2024) - [i12]Alfredo Cuzzocrea, Islam Belmerabet:
Privacy-Preserving Identity and Access Management in Multiple Cloud Environments: Models, Issues, and Solutions. CoRR abs/2412.20603 (2024) - 2023
- [j94]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): 1-29 (2023) - [j93]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): 545-568 (2023) - [j92]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): 41-52 (2023) - [j91]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): 149-164 (2023) - [j90]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): 155-183 (2023) - [c511]Anifat M. Olawoyin, Carson K. Leung, Connor C. J. Hryhoruk, Alfredo Cuzzocrea:
Big Data Management for Machine Learning from Big Data. AINA (1) 2023: 393-405 - [c510]Alfredo Cuzzocrea, Mojtaba Hajian:
Effective and Efficient Big OLAP Data Cube Compression in Mobile Cloud Environments: The IQTS Algorithm. IEEE Big Data 2023: 5187-5196 - [c509]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. IEEE Big Data 2023: 5197-5205 - [c508]Alfredo Cuzzocrea, Abderraouf Hafsaoui, Carson K. Leung:
Machine-Learning-Based Multidimensional Big Data Analytics over Clouds via Multi-Columnar Big OLAP Data Cube Compression. IEEE Big Data 2023: 5206-5212 - [c507]Sabrina Ichou, Slimane Hammoudi, Alfredo Cuzzocrea, Abdelkrim Meziane, Amel Benna:
Towards Big Data Analytics over Mobile User Data using Machine Learning. IEEE Big Data 2023: 5365-5371 - [c506]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. IEEE Big Data 2023: 5408-5417 - [c505]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. IEEE Big Data 2023: 5418-5427 - [c504]Muneeba Asif, Mohammad Ashiqur Rahman, Kemal Akkaya, Hossain Shahriar, Alfredo Cuzzocrea:
Adversarial Data-Augmented Resilient Intrusion Detection System for Unmanned Aerial Vehicles. IEEE Big Data 2023: 5428-5437 - [c503]Giuseppe Cascavilla, Alfredo Cuzzocrea, Daniel De Pascale, Mandana Omidbakhsh, Damian A. Tamburri:
BigData Fusion for Trajectory Prediction of Multi-Sensor Surveillance Information Systems. IEEE Big Data 2023: 5466-5475 - [c502]Alfredo Cuzzocrea:
Big OLAP Data Cube Compression Algorithms in Column-Oriented Cloud/Edge Data Infrastructures. BigMM 2023: 1-2 - [c501]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: 765-776 - [c500]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: 1030-1036 - [c499]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: 1084-1092 - [c498]Anifat M. Olawoyin, Carson K. Leung, Alfredo Cuzzocrea:
Evolution of Big Data Models from Hierarchical Models to Knowledge Graphs. COMPSAC 2023: 1325-1330 - [c497]Anifat M. Olawoyin, Carson K. Leung, Alfredo Cuzzocrea:
Privacy Preservation of Big Spatio-Temporal Co-occurrence Data. COMPSAC 2023: 1331-1336 - [c496]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: xlix-l - [c495]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: 1080-1087 - [c494]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: 422-428 - [c493]Alfredo Cuzzocrea, Selim Soufargi:
Supporting Big Healthcare Data Management and Analytics: The Cloud-Based QFLS Framework. DaWaK 2023: 372-379 - [c492]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: 84-98 - [c491]Debashish Roy, Chen 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: 445-450 - [c490]Alessia Fantini, Antonino Asta, Alfredo Cuzzocrea, Giovanni Pilato:
Building and Assessing an Italian Textual Dataset for Emotion Recognition in Human-Robot Interactions. DMSVIVA 2023: 65-73 - [c489]Alfredo Cuzzocrea:
Advanced Machine Learning Structures over Big Data Repositories: Definitions, Models, Properties, Algorithms. FSDM 2023: 1-10 - [c488]Pau Figuera, Alfredo Cuzzocrea, Pablo García Bringas:
Probability Density Function for Clustering Validation. HAIS 2023: 133-144 - [c487]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: 483-494 - [c486]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: 713-730 - [c485]Justin Carpenter, Janet Layne, Edoardo Serra, Alfredo Cuzzocrea, Carmine Gallo:
Structural Node Representation Learning for Detecting Botnet Nodes. ICCSA (1) 2023: 731-743 - [c484]Alfredo Cuzzocrea, Luigi Canadè:
A Multidimensional-Paradigm-Centered Architecture for Cooperative Digital Ecosystems. ICEIS (1) 2023: 130-137 - [c483]Hadjer Khider, Slimane Hammoudi, Abdelkrim Meziane, Alfredo Cuzzocrea:
BPM in the Era of Industry 4.0: A Bibliometric Analysis. ICEIS (2) 2023: 651-659 - [c482]Alfredo Cuzzocrea, Luigi Canadè, Riccardo Nicolicchia, Luca Roldo:
Optimal Location of Charging Stations for Electric Vehicles: A Theoretically-Sound Heuristic Model. SAC 2023: 437-440 - [c481]Alfredo Cuzzocrea, Miguel Quebrado, Abderraouf Hafsaoui, Edoardo Serra:
A Graph-Representation-Learning Framework for Supporting Android Malware Identification and Polymorphic Evolution. SDS 2023: 34-41 - [c480]Alfredo Cuzzocrea, Qudrat E. Alahy Ratul, Islam Belmerabet, Edoardo Serra:
Attribution Methods Assessment for Interpretable Machine Learning. SEBD 2023: 65-75 - [c479]Emrul Hasan, Chen Ding, Alfredo Cuzzocrea, Islam Belmerabet:
An Innovative Framework for Supporting Multi-Criteria Ratings and Reviews over Big Textual Data. SEBD 2023: 76-87 - [c478]Alfredo Cuzzocrea, Miguel Quebrado, Abderraouf Hafsaoui, Edoardo Serra:
Graph Representation Learning for Complex Security Problems. SEBD 2023: 279-290 - [c477]Alfredo Cuzzocrea:
Privacy-Preserving OLAP via Modeling and Analysis of Query Workloads: Innovative Theories and Theorems. SSDBM 2023: 6:1-6:12 - [e52]Jingrui He, Themis Palpanas, Xiaohua Hu, Alfredo Cuzzocrea, Dejing Dou, Dominik Slezak, Wei Wang, Aleksandra Gruca, Jerry Chun-Wei Lin, Rakesh Agrawal:
IEEE International Conference on Big Data, BigData 2023, Sorrento, Italy, December 15-18, 2023. IEEE 2023, ISBN 979-8-3503-2445-7 [contents] - [e51]Hossain Shahriar, Yuuichi Teranishi, Alfredo Cuzzocrea, Moushumi Sharmin, Dave Towey, A. K. M. Jahangir Alam Majumder, Hiroki Kashiwazaki, Ji-Jiang Yang, Michiharu Takemoto, Nazmus Sakib, Ryohei Banno, Sheikh Iqbal Ahamed:
47th IEEE Annual Computers, Software, and Applications Conference, COMPSAC 2023, Torino, Italy, June 26-30, 2023. IEEE 2023, ISBN 979-8-3503-2697-0 [contents] - [e50]Alfredo Cuzzocrea, Oleg Gusikhin, Slimane Hammoudi, Christoph Quix:
Data Management Technologies and Applications - 10th International Conference, DATA 2021, Virtual Event, July 6-8, 2021, and 11th International Conference, DATA 2022, Lisbon, Portugal, July 11-13, 2022, Revised Selected Papers. Communications in Computer and Information Science 1860, Springer 2023, ISBN 978-3-031-37889-8 [contents] - [e49]Oleg Gusikhin, Slimane Hammoudi, Alfredo Cuzzocrea:
Proceedings of the 12th International Conference on Data Science, Technology and Applications, DATA 2023, Rome, Italy, July 11-13, 2023. SCITEPRESS 2023, ISBN 978-989-758-664-4 [contents] - [i11]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 abs/2303.07484 (2023) - [i10]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 abs/2303.07514 (2023) - [i9]Mst. Shapna Akter, Hossain Shahriar, Sweta Sneha, Alfredo Cuzzocrea:
Multi-class Skin Cancer Classification Architecture Based on Deep Convolutional Neural Network. CoRR abs/2303.07520 (2023) - [i8]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 abs/2306.00283 (2023) - [i7]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 abs/2306.07981 (2023) - [i6]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 abs/2306.08060 (2023) - [i5]Mst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea:
A Trustable LSTM-Autoencoder Network for Cyberbullying Detection on Social Media Using Synthetic Data. CoRR abs/2308.09722 (2023) - 2022
- [j89]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: 237-251 (2022) - [j88]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): 1-20 (2022) - [j87]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): 171-189 (2022) - [j86]Antonio Coronato, Alfredo Cuzzocrea:
An Innovative Risk Assessment Methodology for Medical Information Systems. IEEE Trans. Knowl. Data Eng. 34(7): 3095-3110 (2022) - [c476]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: 141-153 - [c475]Mst. Shapna Akter, Hossain Shahriar, Sweta Sneha, Alfredo Cuzzocrea:
Multi-class Skin Cancer Classification Architecture Based on Deep Convolutional Neural Network. IEEE Big Data 2022: 5404-5413 - [c474]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. IEEE Big Data 2022: 5414-5423 - [c473]Brian Daley, Qudrat E. Alahy Ratul, Edoardo Serra, Alfredo Cuzzocrea:
GAPS: Generality and Precision with Shapley Attribution. IEEE Big Data 2022: 5444-5450 - [c472]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. IEEE Big Data 2022: 5451-5457 - [c471]Emrul Hasan, Chen Ding, Alfredo Cuzzocrea:
Multi-criteria Rating and Review based Recommendation Model. IEEE Big Data 2022: 5494-5503 - [c470]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. IEEE Big Data 2022: 5530-5535 - [c469]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. IEEE Big Data 2022: 5639-5645 - [c468]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. IEEE Big Data 2022: 5646-5655 - [c467]Giuseppe Cascavilla, Reinier Zwart, Damian A. Tamburri, Alfredo Cuzzocrea:
Explaining IoT Attacks: An Effective and Efficient Semi-Supervised Learning Framework. IEEE Big Data 2022: 5662-5671 - [c466]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. IEEE Big Data 2022: 5715-5720 - [c465]Sabrina Ichou, Slimane Hammoudi, Amel Benna, Abdelkrim Meziane, Alfredo Cuzzocrea:
Privacy and Security of Mobile Users in Smart Cities: A Reference Architecture. IEEE Big Data 2022: 5741-5746 - [c464]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. IEEE Big Data 2022: 5756-5764 - [c463]Alfredo Cuzzocrea:
Multidimensional Big Data Analytics over Big Web Knowledge Bases: Models, Issues, Research Trends, and a Reference Architecture. BigMM 2022: 1-6 - [c462]Andrea Cartolano, Alfredo Cuzzocrea, Giovanni Pilato, Giorgio Mario Grasso:
Explainable AI at Work! What Can It Do for Smart Agriculture? BigMM 2022: 87-93 - [c461]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: 118-129 - [c460]Alfredo Cuzzocrea, Hiroki Kashiwazaki, Dave Towey, Ji-Jiang Yang:
IEEE COMPSAC 2022 Co-Located Workshops Summary. COMPSAC 2022: 1-3 - [c459]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: 1256-1261 - [c458]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: 1262-1267 - [c457]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: 1402-1407 - [c456]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: 1-8