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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
- 2024
[j98]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)- [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) (2024) - [c522]Mst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea, Fan Wu:
Uncovering the Interpretation of Large Language Models. COMPSAC 2024: 1057-1066 - [c521]Mst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea, Fan Wu:
Quantum Adversarial Attacks: Developing Quantum FGSM Algorithm. COMPSAC 2024: 1073-1079 - [c520]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 - [c519]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 - [c518]Alfredo Cuzzocrea, Islam Belmerabet:
A SOLID-Based Framework for Supporting Privacy-Preserving Identity Management in Multi-Cloud Environments. COMPSAC 2024: 2334-2340 - [c517]Alfredo Cuzzocrea, Selim Soufargi:
Privacy-Preserving Big Hierarchical Data Analytics via Co-Occurrence Analysis. DATA 2024: 93-103 - [c516]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 - [c515]Alfredo Cuzzocrea, Carmine Gallo, Marco Antonio Mastratisi:
Empowering Multidimensional Machine Learning over Cloud- Enabled Big Data Infrastructures with ClustCube. ICEIS (1) 2024: 389-396 - [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] - [i12]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) - 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 (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: 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 - [c455]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: 1-6 - [c454]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: 187-194 - [c453]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: 256-262 - [c452]Alfredo Cuzzocrea, Giovanni Pilato, Andrea Cartolano:
eXplainable AI for Smart Agriculture. DMSVIVA 2022: 69-76 - [c451]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: 1-8 - [c450]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: 1-8 - [c449]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: 175-185 - [c448]Pau Figuera, Alfredo Cuzzocrea, Pablo García Bringas:
Generalized Fisher Kernel with Bregman Divergence. HAIS 2022: 186-194 - [c447]Alfredo Cuzzocrea, Edoardo Fadda, Emilio Leonardi:
Effective and Efficient Heuristic Approaches for Solving the Capacitated P-Median Clustering Problem. ICCBDC 2022: 12-18 - [c446]Alessandro Baldo, Alfredo Cuzzocrea, Edoardo Fadda:
Towards a Bayesian-Neural-Networks Framework for Scaling Posterior Distributions over Different-Curation Datasets. ICCBDC 2022: 71-77 - [c445]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: 113-125 - [c444]Alfredo Cuzzocrea:
Scalable Joins over Big Data Streams: Actual and Future Research Trends. ICDM (Workshops) 2022: 1016-1019 - [c443]Alfredo Cuzzocrea, Edoardo Fadda:
Virus Spread Modeling and Simulation: A Behavioral Parameters Approach and Its Application to Covid-19. ICEIS (1) 2022: 187-193 - [c442]Alfredo Cuzzocrea:
Compressing Big OLAP Data Cubes in Big Data Analytics Systems: New Paradigms and Future Research Perspectives. ICSBT 2022: 7 - [c441]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: 156-175 - [c440]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: 161-174 - [c439]Alfredo Cuzzocrea, Selim Soufargi, Alessandro Baldo, Edoardo Fadda:
Scaling Posterior Distributions over Differently-Curated Datasets: A Bayesian-Neural-Networks Methodology. ISMIS 2022: 198-208 - [c438]Alfredo Cuzzocrea, Majid Abbasi Sisara, Kristijan Lenac, Enzo Mumolo:
Supporting Big Moving Objects Tracking and Analysis: An Innovative Scan-Matching Algorithm. SEBD 2022: 404-414 - [c437]Alfredo Cuzzocrea, Christophe Cerisara, Mojtaba Hajian:
Risk Analysis for Unsupervised Privacy-Preserving Tools. SEBD 2022: 601-609 - [e48]Hong Va Leong, Sahra Sedigh Sarvestani, Yuuichi Teranishi, Alfredo Cuzzocrea, Hiroki Kashiwazaki, Dave Towey, Ji-Jiang Yang, Hossain Shahriar:
46th IEEE Annual Computers, Software, and Applications Conferenc, COMPSAC 2022, Los Alamitos, CA, USA, June 27 - July 1, 2022. IEEE 2022, ISBN 978-1-6654-8810-5 [contents] - [e47]Alfredo Cuzzocrea, Oleg Gusikhin, Wil M. P. van der Aalst, Slimane Hammoudi:
Proceedings of the 11th International Conference on Data Science, Technology and Applications, DATA 2022, Lisbon, Portugal, July 11-13, 2022. SCITEPRESS 2022, ISBN 978-989-758-583-8 [contents] - [e46]