Attribution Methods Assessment for Interpretable Machine Learning
2023-01-01 Cuzzocrea, Alfredo; Alahy Ratul, Qudrat E.; Belmerabet, Islam; Serra, Edoardo
An Innovative Framework for Supporting Multi-Criteria Ratings and Reviews over Big Textual Data
2023-01-01 Hasan, Emrul; Ding, Chen; Cuzzocrea, Alfredo; Belmerabet, Islam
Graph Representation Learning for Complex Security Problems
2023-01-01 Cuzzocrea, Alfredo; Quebrado, Miguel; Hafsaoui, Abderraouf; Serra, Edoardo
Privacy-Preserving OLAP via Modeling and Analysis of Query Workloads: Innovative Theories and Theorems
2023-01-01 Cuzzocrea, Alfredo
Multi-class Skin Cancer Classification Architecture Based on Deep Convolutional Neural Network
2022-01-01 Shapna Akter, Mst.; Shahriar, Hossain; Sneha, Sweta; Cuzzocrea, Alfredo
Handwritten Word Recognition using Deep Learning Approach: A Novel Way of Generating Handwritten Words
2022-01-01 Shapna Akter, Mst.; Shahriar, Hossain; Cuzzocrea, Alfredo; Ahmed, Nova; Leung, Carson K.
GAPS: Generality and Precision with Shapley Attribution
2022-01-01 Daley, Brian; Alahy Ratul, Qudrat E.; Serra, Edoardo; Cuzzocrea, Alfredo
A Crowd Source System for YouTube Big Data Analytics: Unpacking Values from Data Sprawl
2022-01-01 Mohan Reddy, Jagan; Attuluri, Abhishek; Kolli, Abhinay; Sakib, Nazmus; Shahriar, Hossain; Cuzzocrea, Alfredo
Multi-criteria Rating and Review based Recommendation Model
2022-01-01 Hasan, Emrul; Ding, Chen; Cuzzocrea, Alfredo
A Novel Machine Learning Based Framework for Bridge Condition Analysis
2022-01-01 Masum, Mohammad; Anjum, Nafisa; Jobair Hossain Faruk, Md.; Shahriar, Hossain; Sakib, Nazmus; Valero, Maria; Karim, Mohammed; Rahman, Akond; Wu, Fan; Cuzzocrea, Alfredo
Software Supply Chain Vulnerabilities Detection in Source Code: Performance Comparison between Traditional and Quantum Machine Learning Algorithms
2022-01-01 Shapna Akter, Mst.; Jobair Hossain Faruk, Md.; Anjum, Nafisa; Masum, Mohammad; Shahriar, Hossain; Sakib, Nazmus; Rahman, Akond; Wu, Fan; Cuzzocrea, Alfredo
Deep Learning Approach for Classifying the Aggressive Comments on Social Media: Machine Translated Data Vs Real Life Data
2022-01-01 Shapna Akter, Mst.; Shahriar, Hossain; Ahmed, Nova; Cuzzocrea, Alfredo
Explaining IoT Attacks: An Effective and Efficient Semi-Supervised Learning Framework
2022-01-01 Cascavilla, Giuseppe; Zwart, Reinier; Tamburri, Damian A.; Cuzzocrea, Alfredo
Authentic Learning of Machine Learning in Cybersecurity with Portable Hands-on Labware: Neural Network Algorithms for Network Denial of Service (DOS) Detection
2022-01-01 Jobair Hossain Faruk, Md.; Shahriar, Hossain; Qian, Kai; Lo, Dan; Whitman, Michael E.; Cuzzocrea, Alfredo; Wu, Fan; Clincy, Victor
Privacy and Security of Mobile Users in Smart Cities: A Reference Architecture
2022-01-01 Ichou, Sabrina; Hammoudi, Slimane; Benna, Amel; Meziane, Abdelkrim; Cuzzocrea, Alfredo
Anomaly Detection in Cybersecurity Events Through Graph Neural Network and Transformer Based Model: A Case Study with BETH Dataset
2022-01-01 Lakha, Bishal; Lilly Mount, Sara; Serra, Edoardo; Cuzzocrea, Alfredo
Multidimensional Big Data Analytics over Big Web Knowledge Bases: Models, Issues, Research Trends, and a Reference Architecture
2022-01-01 Cuzzocrea, Alfredo
Explainable AI at Work! What Can It Do for Smart Agriculture?
2022-01-01 Cartolano, Andrea; Cuzzocrea, Alfredo; Pilato, Giovanni; Mario Grasso, Giorgio
Experimental Analysis and Verification of a Multi-modal-Biometrics Identity Verification Framework Based on the Dempster-Shafer Theory
2022-01-01 Cuzzocrea, Alfredo; Abbasi Sisara, Majid; Gallo, Carmine
IEEE COMPSAC 2022 Co-Located Workshops Summary
2022-01-01 Cuzzocrea, Alfredo; Kashiwazaki, Hiroki; Towey, Dave; Yang, Ji-Jiang
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Attribution Methods Assessment for Interpretable Machine Learning | 1-gen-2023 | Cuzzocrea, Alfredo; Alahy Ratul, Qudrat E.; Belmerabet, Islam; Serra, Edoardo | |
| An Innovative Framework for Supporting Multi-Criteria Ratings and Reviews over Big Textual Data | 1-gen-2023 | Hasan, Emrul; Ding, Chen; Cuzzocrea, Alfredo; Belmerabet, Islam | |
| Graph Representation Learning for Complex Security Problems | 1-gen-2023 | Cuzzocrea, Alfredo; Quebrado, Miguel; Hafsaoui, Abderraouf; Serra, Edoardo | |
| Privacy-Preserving OLAP via Modeling and Analysis of Query Workloads: Innovative Theories and Theorems | 1-gen-2023 | Cuzzocrea, Alfredo | |
| Multi-class Skin Cancer Classification Architecture Based on Deep Convolutional Neural Network | 1-gen-2022 | Shapna Akter, Mst.; Shahriar, Hossain; Sneha, Sweta; Cuzzocrea, Alfredo | |
| Handwritten Word Recognition using Deep Learning Approach: A Novel Way of Generating Handwritten Words | 1-gen-2022 | Shapna Akter, Mst.; Shahriar, Hossain; Cuzzocrea, Alfredo; Ahmed, Nova; Leung, Carson K. | |
| GAPS: Generality and Precision with Shapley Attribution | 1-gen-2022 | Daley, Brian; Alahy Ratul, Qudrat E.; Serra, Edoardo; Cuzzocrea, Alfredo | |
| A Crowd Source System for YouTube Big Data Analytics: Unpacking Values from Data Sprawl | 1-gen-2022 | Mohan Reddy, Jagan; Attuluri, Abhishek; Kolli, Abhinay; Sakib, Nazmus; Shahriar, Hossain; Cuzzocrea, Alfredo | |
| Multi-criteria Rating and Review based Recommendation Model | 1-gen-2022 | Hasan, Emrul; Ding, Chen; Cuzzocrea, Alfredo | |
| A Novel Machine Learning Based Framework for Bridge Condition Analysis | 1-gen-2022 | Masum, Mohammad; Anjum, Nafisa; Jobair Hossain Faruk, Md.; Shahriar, Hossain; Sakib, Nazmus; Valero, Maria; Karim, Mohammed; Rahman, Akond; Wu, Fan; Cuzzocrea, Alfredo | |
| Software Supply Chain Vulnerabilities Detection in Source Code: Performance Comparison between Traditional and Quantum Machine Learning Algorithms | 1-gen-2022 | Shapna Akter, Mst.; Jobair Hossain Faruk, Md.; Anjum, Nafisa; Masum, Mohammad; Shahriar, Hossain; Sakib, Nazmus; Rahman, Akond; Wu, Fan; Cuzzocrea, Alfredo | |
| Deep Learning Approach for Classifying the Aggressive Comments on Social Media: Machine Translated Data Vs Real Life Data | 1-gen-2022 | Shapna Akter, Mst.; Shahriar, Hossain; Ahmed, Nova; Cuzzocrea, Alfredo | |
| Explaining IoT Attacks: An Effective and Efficient Semi-Supervised Learning Framework | 1-gen-2022 | Cascavilla, Giuseppe; Zwart, Reinier; Tamburri, Damian A.; Cuzzocrea, Alfredo | |
| Authentic Learning of Machine Learning in Cybersecurity with Portable Hands-on Labware: Neural Network Algorithms for Network Denial of Service (DOS) Detection | 1-gen-2022 | Jobair Hossain Faruk, Md.; Shahriar, Hossain; Qian, Kai; Lo, Dan; Whitman, Michael E.; Cuzzocrea, Alfredo; Wu, Fan; Clincy, Victor | |
| Privacy and Security of Mobile Users in Smart Cities: A Reference Architecture | 1-gen-2022 | Ichou, Sabrina; Hammoudi, Slimane; Benna, Amel; Meziane, Abdelkrim; Cuzzocrea, Alfredo | |
| Anomaly Detection in Cybersecurity Events Through Graph Neural Network and Transformer Based Model: A Case Study with BETH Dataset | 1-gen-2022 | Lakha, Bishal; Lilly Mount, Sara; Serra, Edoardo; Cuzzocrea, Alfredo | |
| Multidimensional Big Data Analytics over Big Web Knowledge Bases: Models, Issues, Research Trends, and a Reference Architecture | 1-gen-2022 | Cuzzocrea, Alfredo | |
| Explainable AI at Work! What Can It Do for Smart Agriculture? | 1-gen-2022 | Cartolano, Andrea; Cuzzocrea, Alfredo; Pilato, Giovanni; Mario Grasso, Giorgio | |
| Experimental Analysis and Verification of a Multi-modal-Biometrics Identity Verification Framework Based on the Dempster-Shafer Theory | 1-gen-2022 | Cuzzocrea, Alfredo; Abbasi Sisara, Majid; Gallo, Carmine | |
| IEEE COMPSAC 2022 Co-Located Workshops Summary | 1-gen-2022 | Cuzzocrea, Alfredo; Kashiwazaki, Hiroki; Towey, Dave; Yang, Ji-Jiang |
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